From c8466e1e24b313a3af5bcbe81fdaf080ac405881 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 12:59:59 -0400 Subject: [PATCH 01/22] catch up with 20241030 consensus --- ...t_google_sheets-soil-env-braod_scale.ipynb | 345 ++++++++++++ .../post_google_sheets-soil-env-medium.ipynb | 502 ++++++++++++++++++ pyproject.toml | 3 + 3 files changed, 850 insertions(+) create mode 100644 notebooks/post_google_sheets-soil-env-braod_scale.ipynb create mode 100644 notebooks/post_google_sheets-soil-env-medium.ipynb diff --git a/notebooks/post_google_sheets-soil-env-braod_scale.ipynb b/notebooks/post_google_sheets-soil-env-braod_scale.ipynb new file mode 100644 index 00000000..e3d907cf --- /dev/null +++ b/notebooks/post_google_sheets-soil-env-braod_scale.ipynb @@ -0,0 +1,345 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-10-31T16:56:46.589290Z", + "start_time": "2024-10-31T16:56:46.586197Z" + } + }, + "source": [ + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A\n", + "\n", + "import pprint" + ], + "outputs": [], + "execution_count": 17 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:47.030672Z", + "start_time": "2024-10-31T16:56:47.027585Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "2148e2b371b9d3c1", + "outputs": [], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:47.362960Z", + "start_time": "2024-10-31T16:56:47.359668Z" + } + }, + "cell_type": "code", + "source": "target_labels = [\"terrestrial biome\"]", + "id": "2b9221b70ebed187", + "outputs": [], + "execution_count": 19 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:47.725300Z", + "start_time": "2024-10-31T16:56:47.716852Z" + } + }, + "cell_type": "code", + "source": "exclusion_labels = []", + "id": "dc91a47fb8762a09", + "outputs": [], + "execution_count": 20 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:48.065970Z", + "start_time": "2024-10-31T16:56:48.062074Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "7709e378f4d117eb", + "outputs": [], + "execution_count": 21 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:48.439622Z", + "start_time": "2024-10-31T16:56:48.436026Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "1bbc3b1ad9958a37", + "outputs": [], + "execution_count": 22 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:48.857662Z", + "start_time": "2024-10-31T16:56:48.814556Z" + } + }, + "cell_type": "code", + "source": [ + "# accumulate subclasses of the target classes (by label)\n", + "# \n", + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.add(d)\n", + " \n", + "print(len(targets))" + ], + "id": "5315b4280bb53a5c", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "52\n" + ] + } + ], + "execution_count": 23 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:49.386219Z", + "start_time": "2024-10-31T16:56:49.381382Z" + } + }, + "cell_type": "code", + "source": [ + "# deplete subclasses of the exclusion classes (by label)\n", + "# \n", + "for current_label in exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.remove(d)\n", + "\n", + "print(len(targets))" + ], + "id": "77c441ce49ee868", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "52\n" + ] + } + ], + "execution_count": 24 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:56:50.274074Z", + "start_time": "2024-10-31T16:56:50.260866Z" + } + }, + "cell_type": "code", + "source": "# pprint.pprint(targets) just curies!", + "id": "184f0c7fb5223b3f", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'ENVO:00000446',\n", + " 'ENVO:01000174',\n", + " 'ENVO:01000175',\n", + " 'ENVO:01000176',\n", + " 'ENVO:01000177',\n", + " 'ENVO:01000178',\n", + " 'ENVO:01000180',\n", + " 'ENVO:01000181',\n", + " 'ENVO:01000187',\n", + " 'ENVO:01000188',\n", + " 'ENVO:01000189',\n", + " 'ENVO:01000190',\n", + " 'ENVO:01000191',\n", + " 'ENVO:01000192',\n", + " 'ENVO:01000193',\n", + " 'ENVO:01000194',\n", + " 'ENVO:01000195',\n", + " 'ENVO:01000196',\n", + " 'ENVO:01000197',\n", + " 'ENVO:01000198',\n", + " 'ENVO:01000199',\n", + " 'ENVO:01000200',\n", + " 'ENVO:01000201',\n", + " 'ENVO:01000202',\n", + " 'ENVO:01000208',\n", + " 'ENVO:01000209',\n", + " 'ENVO:01000210',\n", + " 'ENVO:01000211',\n", + " 'ENVO:01000212',\n", + " 'ENVO:01000213',\n", + " 'ENVO:01000214',\n", + " 'ENVO:01000215',\n", + " 'ENVO:01000216',\n", + " 'ENVO:01000217',\n", + " 'ENVO:01000218',\n", + " 'ENVO:01000219',\n", + " 'ENVO:01000220',\n", + " 'ENVO:01000221',\n", + " 'ENVO:01000222',\n", + " 'ENVO:01000223',\n", + " 'ENVO:01000224',\n", + " 'ENVO:01000225',\n", + " 'ENVO:01000226',\n", + " 'ENVO:01000227',\n", + " 'ENVO:01000228',\n", + " 'ENVO:01000229',\n", + " 'ENVO:01000245',\n", + " 'ENVO:01000247',\n", + " 'ENVO:01000250',\n", + " 'ENVO:01001369',\n", + " 'ENVO:01001505',\n", + " 'ENVO:01001798'}\n" + ] + } + ], + "execution_count": 25 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:58:50.289488Z", + "start_time": "2024-10-31T16:58:50.267170Z" + } + }, + "cell_type": "code", + "source": [ + "labelled_targets = []\n", + "for t in targets:\n", + " labelled_targets.append(\n", + " {\n", + " \"id\": t,\n", + " \"label\": adapter.label(t)\n", + " }\n", + " )" + ], + "id": "7ed61cab5db223d9", + "outputs": [], + "execution_count": 26 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:58:51.255208Z", + "start_time": "2024-10-31T16:58:51.249671Z" + } + }, + "cell_type": "code", + "source": "pprint.pprint(labelled_targets)", + "id": "454fb1c002f7e703", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[{'id': 'ENVO:01000250', 'label': 'subpolar coniferous forest biome'},\n", + " {'id': 'ENVO:01000189', 'label': 'temperate savanna biome'},\n", + " {'id': 'ENVO:01000197', 'label': 'broadleaf forest biome'},\n", + " {'id': 'ENVO:01000208', 'label': 'mediterranean woodland biome'},\n", + " {'id': 'ENVO:01000222', 'label': 'subtropical woodland biome'},\n", + " {'id': 'ENVO:01000192', 'label': 'tropical grassland biome'},\n", + " {'id': 'ENVO:01000188', 'label': 'tropical savanna biome'},\n", + " {'id': 'ENVO:01000193', 'label': 'temperate grassland biome'},\n", + " {'id': 'ENVO:01000199', 'label': 'mediterranean forest biome'},\n", + " {'id': 'ENVO:01000219', 'label': 'anthropogenic terrestrial biome'},\n", + " {'id': 'ENVO:01000174', 'label': 'forest biome'},\n", + " {'id': 'ENVO:01000178', 'label': 'savanna biome'},\n", + " {'id': 'ENVO:01000245', 'label': 'cropland biome'},\n", + " {'id': 'ENVO:01000213', 'label': 'subtropical shrubland biome'},\n", + " {'id': 'ENVO:01000195', 'label': 'flooded grassland biome'},\n", + " {'id': 'ENVO:01000247', 'label': 'rangeland biome'},\n", + " {'id': 'ENVO:01000229', 'label': 'mediterranean savanna biome'},\n", + " {'id': 'ENVO:01000209', 'label': 'subtropical coniferous forest biome'},\n", + " {'id': 'ENVO:01000225', 'label': 'subtropical dry broadleaf forest biome'},\n", + " {'id': 'ENVO:01000224', 'label': 'mediterranean grassland biome'},\n", + " {'id': 'ENVO:00000446', 'label': 'terrestrial biome'},\n", + " {'id': 'ENVO:01000180', 'label': 'tundra biome'},\n", + " {'id': 'ENVO:01000212', 'label': 'temperate mixed forest biome'},\n", + " {'id': 'ENVO:01000187', 'label': 'subtropical savanna biome'},\n", + " {'id': 'ENVO:01000200', 'label': 'tropical broadleaf forest biome'},\n", + " {'id': 'ENVO:01000201', 'label': 'subtropical broadleaf forest biome'},\n", + " {'id': 'ENVO:01000214', 'label': 'tropical shrubland biome'},\n", + " {'id': 'ENVO:01000218', 'label': 'xeric shrubland biome'},\n", + " {'id': 'ENVO:01000215', 'label': 'temperate shrubland biome'},\n", + " {'id': 'ENVO:01000226', 'label': 'subtropical moist broadleaf forest biome'},\n", + " {'id': 'ENVO:01000227', 'label': 'tropical dry broadleaf forest biome'},\n", + " {'id': 'ENVO:01000211', 'label': 'temperate coniferous forest biome'},\n", + " {'id': 'ENVO:01001798', 'label': 'tropical mixed forest biome'},\n", + " {'id': 'ENVO:01000221', 'label': 'temperate woodland biome'},\n", + " {'id': 'ENVO:01000210', 'label': 'tropical coniferous forest biome'},\n", + " {'id': 'ENVO:01000202', 'label': 'temperate broadleaf forest biome'},\n", + " {'id': 'ENVO:01000228', 'label': 'tropical moist broadleaf forest biome'},\n", + " {'id': 'ENVO:01000175', 'label': 'woodland biome'},\n", + " {'id': 'ENVO:01000196', 'label': 'coniferous forest biome'},\n", + " {'id': 'ENVO:01000194', 'label': 'montane grassland biome'},\n", + " {'id': 'ENVO:01000223', 'label': 'montane savanna biome'},\n", + " {'id': 'ENVO:01000177', 'label': 'grassland biome'},\n", + " {'id': 'ENVO:01000176', 'label': 'shrubland biome'},\n", + " {'id': 'ENVO:01000216', 'label': 'montane shrubland biome'},\n", + " {'id': 'ENVO:01000190', 'label': 'flooded savanna biome'},\n", + " {'id': 'ENVO:01001505', 'label': 'alpine tundra biome'},\n", + " {'id': 'ENVO:01001369', 'label': 'tidal mangrove shrubland'},\n", + " {'id': 'ENVO:01000198', 'label': 'mixed forest biome'},\n", + " {'id': 'ENVO:01000181', 'label': 'mangrove biome'},\n", + " {'id': 'ENVO:01000191', 'label': 'subtropical grassland biome'},\n", + " {'id': 'ENVO:01000220', 'label': 'tropical woodland biome'},\n", + " {'id': 'ENVO:01000217', 'label': 'mediterranean shrubland biome'}]\n" + ] + } + ], + "execution_count": 27 + }, + { + "metadata": {}, + "cell_type": "code", + "outputs": [], + "execution_count": null, + "source": "", + "id": "1f3ef3ee6f2f671f" + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/post_google_sheets-soil-env-medium.ipynb b/notebooks/post_google_sheets-soil-env-medium.ipynb new file mode 100644 index 00000000..a858dfc5 --- /dev/null +++ b/notebooks/post_google_sheets-soil-env-medium.ipynb @@ -0,0 +1,502 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.450024Z", + "start_time": "2024-10-31T16:49:41.449307Z" + } + }, + "source": [ + "from itertools import chain\n", + "\n", + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A\n", + "\n", + "from itertools import chain\n", + "\n", + "import textdistance\n", + "\n", + "import pprint\n", + "\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import textwrap\n", + "import random" + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.457828Z", + "start_time": "2024-10-31T16:49:45.454578Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "2148e2b371b9d3c1", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.518358Z", + "start_time": "2024-10-31T16:49:45.515457Z" + } + }, + "cell_type": "code", + "source": "target_labels = [\"soil\"]", + "id": "2b9221b70ebed187", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.562268Z", + "start_time": "2024-10-31T16:49:45.559134Z" + } + }, + "cell_type": "code", + "source": "exclusion_labels = [\"enriched soil\"]", + "id": "dc91a47fb8762a09", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.638514Z", + "start_time": "2024-10-31T16:49:45.606704Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "7709e378f4d117eb", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.657594Z", + "start_time": "2024-10-31T16:49:45.654499Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "1bbc3b1ad9958a37", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.765024Z", + "start_time": "2024-10-31T16:49:45.700358Z" + } + }, + "cell_type": "code", + "source": [ + "# accumulate subclasses of the target classes (by label)\n", + "# \n", + "for current_label in target_labels:\n", + " # print(tc)\n", + " for class_id in adapter.basic_search(current_label):\n", + " # print(class_id)\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.add(d)\n", + " \n", + "print(len(targets))" + ], + "id": "5315b4280bb53a5c", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "130\n" + ] + } + ], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.810539Z", + "start_time": "2024-10-31T16:49:45.774167Z" + } + }, + "cell_type": "code", + "source": [ + "# deplete subclasses of the exclusion classes (by label)\n", + "# \n", + "for current_label in exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.remove(d)\n", + "\n", + "print(len(targets))" + ], + "id": "77c441ce49ee868", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "97\n" + ] + } + ], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.821834Z", + "start_time": "2024-10-31T16:49:45.818975Z" + } + }, + "cell_type": "code", + "source": "up_rels = adapter.relationships(targets)\n", + "id": "d6886bd5ccdf25ec", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.866356Z", + "start_time": "2024-10-31T16:49:45.863312Z" + } + }, + "cell_type": "code", + "source": "down_rels = adapter.relationships(objects = targets)\n", + "id": "364ecdf85afcf115", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.914546Z", + "start_time": "2024-10-31T16:49:45.910160Z" + } + }, + "cell_type": "code", + "source": "rels_gen = chain(up_rels, down_rels)", + "id": "6114f205e09ab4f7", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:45.963693Z", + "start_time": "2024-10-31T16:49:45.960639Z" + } + }, + "cell_type": "code", + "source": "rels_list = []", + "id": "61e479014ac86dda", + "outputs": [], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:46.016324Z", + "start_time": "2024-10-31T16:49:46.013087Z" + } + }, + "cell_type": "code", + "source": "preds_count = {}", + "id": "5a66c93cbae57597", + "outputs": [], + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:48.210945Z", + "start_time": "2024-10-31T16:49:46.068919Z" + } + }, + "cell_type": "code", + "source": [ + "for rel in rels_gen:\n", + " s, p, o = rel\n", + " inner_dict = {\n", + " \"s\": s,\n", + " \"slab\": adapter.label(s),\n", + " \"p\": p,\n", + " \"plab\": adapter.label(p),\n", + " \"p_lab_or_id\": adapter.label(p) if adapter.label(p) is not None else p,\n", + " \"o\": o,\n", + " \"olab\": adapter.label(o),\n", + " \"slab_olab_cosine\": textdistance.cosine(adapter.label(s), adapter.label(o))\n", + " }\n", + "\n", + " if inner_dict['p_lab_or_id'] in preds_count:\n", + " preds_count[inner_dict['p_lab_or_id']] += 1\n", + " else:\n", + " preds_count[inner_dict['p_lab_or_id']] = 1\n", + "\n", + " rels_list.append(inner_dict)\n" + ], + "id": "d36f5615885f0afb", + "outputs": [], + "execution_count": 14 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:48.225391Z", + "start_time": "2024-10-31T16:49:48.221746Z" + } + }, + "cell_type": "code", + "source": "pprint.pprint(dict(sorted(preds_count.items())))", + "id": "703aa041cbd9e9fe", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'adjacent to': 2,\n", + " 'characteristic of': 12,\n", + " 'composed primarily of': 8,\n", + " 'derives from': 2,\n", + " 'determined by': 1,\n", + " 'formed as result of': 2,\n", + " 'has characteristic': 1,\n", + " 'has disposition': 1,\n", + " 'has increased levels of': 1,\n", + " 'has output': 1,\n", + " 'has part': 10,\n", + " 'has participant': 3,\n", + " 'has quality': 7,\n", + " 'located in': 9,\n", + " 'occurs in': 4,\n", + " 'output of': 3,\n", + " 'part of': 18,\n", + " 'partially_surrounded_by': 1,\n", + " 'rdfs:subClassOf': 212}\n" + ] + } + ], + "execution_count": 15 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:48.293864Z", + "start_time": "2024-10-31T16:49:48.280846Z" + } + }, + "cell_type": "code", + "source": [ + "sorted_by_count = sorted(preds_count.items(), key=lambda item: (-item[1], item[0]))\n", + "\n", + "pprint.pprint(sorted_by_count)\n" + ], + "id": "dcf49dd13e7916d9", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('rdfs:subClassOf', 212),\n", + " ('part of', 18),\n", + " ('characteristic of', 12),\n", + " ('has part', 10),\n", + " ('located in', 9),\n", + " ('composed primarily of', 8),\n", + " ('has quality', 7),\n", + " ('occurs in', 4),\n", + " ('has participant', 3),\n", + " ('output of', 3),\n", + " ('adjacent to', 2),\n", + " ('derives from', 2),\n", + " ('formed as result of', 2),\n", + " ('determined by', 1),\n", + " ('has characteristic', 1),\n", + " ('has disposition', 1),\n", + " ('has increased levels of', 1),\n", + " ('has output', 1),\n", + " ('partially_surrounded_by', 1)]\n" + ] + } + ], + "execution_count": 16 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:48.343080Z", + "start_time": "2024-10-31T16:49:48.340392Z" + } + }, + "cell_type": "code", + "source": "# pprint.pprint(rels_list)", + "id": "184f0c7fb5223b3f", + "outputs": [], + "execution_count": 17 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:48.657569Z", + "start_time": "2024-10-31T16:49:48.389961Z" + } + }, + "cell_type": "code", + "source": [ + "# Extract the 'slab_olab_cosine' values\n", + "cosine_values = [item['slab_olab_cosine'] for item in rels_list]\n", + "\n", + "# Plot histogram with increased bins\n", + "plt.figure(figsize=(8, 5))\n", + "plt.hist(cosine_values, bins=30, color='blue', edgecolor='black')\n", + "\n", + "# Set x-axis ticks at every 0.1 interval\n", + "plt.xticks([x / 20 for x in range(0, 21)], rotation=45)\n", + "\n", + "plt.title(\"Histogram of slab_olab_cosine Values\")\n", + "plt.xlabel(\"slab_olab_cosine\")\n", + "plt.ylabel(\"Frequency\")\n", + "plt.show()" + ], + "id": "1e5c529fd3bc2197", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:49.160383Z", + "start_time": "2024-10-31T16:49:48.670234Z" + } + }, + "cell_type": "code", + "source": [ + "# Filter out items where 'p_lab_or_id' is 'rdfs:subClassOf'\n", + "filtered_data = [item for item in rels_list if item['p_lab_or_id'] != 'rdfs:subClassOf']\n", + "\n", + "# Extract unique groups from 'p_lab_or_id' and map each one to an x-axis position\n", + "groups = {item['p_lab_or_id'] for item in filtered_data}\n", + "group_positions = {group: idx + 1 for idx, group in\n", + " enumerate(groups)} # Assign positions for each unique 'p_lab_or_id' group\n", + "\n", + "\n", + "# Helper function to wrap labels\n", + "def wrap_label(label, width=15):\n", + " return \"\\n\".join(textwrap.wrap(label, width))\n", + "\n", + "\n", + "# Define a set of colors to choose from (optional)\n", + "colors = ['#FF5733', '#33FF57', '#3357FF', '#FF33A1', '#FF8F33', '#33FFF2', '#E1FF33']\n", + "\n", + "# Adjust the figure size and font size\n", + "plt.figure(figsize=(15, 8))\n", + "\n", + "# Plot each label with more random jitter and random color\n", + "for item in filtered_data:\n", + " x = group_positions[item['p_lab_or_id']]\n", + " y = item['slab_olab_cosine']\n", + " label = f\"{item['slab']} ({item['olab']})\"\n", + " wrapped_label = wrap_label(label, width=15) # Wrap the label to 15 characters per line\n", + "\n", + " # Add increased random jitter to the label position\n", + " x_jitter = random.uniform(-0.3, 0.3) # Larger random jitter in x-axis\n", + " y_jitter = random.uniform(-0.1, 0.1) # Larger random jitter in y-axis\n", + "\n", + " # Select a random color for the label\n", + " color = random.choice(colors) # Alternatively, use color = (random.random(), random.random(), random.random())\n", + "\n", + " # Plot the label with random color\n", + " plt.text(x + x_jitter, y + y_jitter, wrapped_label, ha='center', va='bottom', fontsize=8, color=color)\n", + "\n", + "# Increase x-tick label size and rotate\n", + "plt.xticks(ticks=list(group_positions.values()), labels=list(group_positions.keys()), rotation=45, ha='right',\n", + " fontsize=10)\n", + "\n", + "# Configure other plot aesthetics\n", + "plt.xlabel(\"Predicate\", fontsize=12)\n", + "plt.ylabel(\"subject/object label cosine similarity\", fontsize=12)\n", + "plt.title(\"Soil Relationships (Excluding 'rdfs:subClassOf')\", fontsize=14)\n", + "\n", + "plt.tight_layout() # Adjust layout to prevent clipping\n", + "plt.show()" + ], + "id": "f32526e3bcd3b4a6", + "outputs": [ + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 19 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T16:49:49.176453Z", + "start_time": "2024-10-31T16:49:49.173972Z" + } + }, + "cell_type": "code", + "source": "", + "id": "7ed61cab5db223d9", + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/pyproject.toml b/pyproject.toml index e80790e6..1c357400 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,6 +20,7 @@ include = [ [tool.poetry.dependencies] python = "^3.9" linkml-runtime = "^1.6.2" +textdistance = "^4.6.3" [tool.poetry.group.dev.dependencies] exhaustion-check = "^0.1.3" @@ -29,6 +30,8 @@ mkdocs-mermaid2-plugin = "^0.6.0" oaklib = "^0.5.28" # https://pypi.org/project/oaklib/0.5.6/ rdflib = "^6.2.0" sheets-and-friends = "^0.5.4" +jupyter = "^1.1.1" +matplotlib = "^3.9.2" [tool.poetry-dynamic-versioning] # We need poetry-dynamic-versioning to update the version in the src schema file, From 26821d701d0fb60b8d0f051dcd894a4ffb75a95c Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 13:01:56 -0400 Subject: [PATCH 02/22] skip curie only printouts --- ...t_google_sheets-soil-env-braod_scale.ipynb | 140 ++++++------------ 1 file changed, 43 insertions(+), 97 deletions(-) diff --git a/notebooks/post_google_sheets-soil-env-braod_scale.ipynb b/notebooks/post_google_sheets-soil-env-braod_scale.ipynb index e3d907cf..03a31126 100644 --- a/notebooks/post_google_sheets-soil-env-braod_scale.ipynb +++ b/notebooks/post_google_sheets-soil-env-braod_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-10-31T16:56:46.589290Z", - "start_time": "2024-10-31T16:56:46.586197Z" + "end_time": "2024-10-31T17:01:35.870950Z", + "start_time": "2024-10-31T17:01:35.861400Z" } }, "source": [ @@ -17,78 +17,78 @@ "import pprint" ], "outputs": [], - "execution_count": 17 + "execution_count": 28 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:47.030672Z", - "start_time": "2024-10-31T16:56:47.027585Z" + "end_time": "2024-10-31T17:01:35.917798Z", + "start_time": "2024-10-31T17:01:35.914836Z" } }, "cell_type": "code", "source": "adapter_string = \"sqlite:obo:envo\"", "id": "2148e2b371b9d3c1", "outputs": [], - "execution_count": 18 + "execution_count": 29 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:47.362960Z", - "start_time": "2024-10-31T16:56:47.359668Z" + "end_time": "2024-10-31T17:01:35.964062Z", + "start_time": "2024-10-31T17:01:35.960924Z" } }, "cell_type": "code", "source": "target_labels = [\"terrestrial biome\"]", "id": "2b9221b70ebed187", "outputs": [], - "execution_count": 19 + "execution_count": 30 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:47.725300Z", - "start_time": "2024-10-31T16:56:47.716852Z" + "end_time": "2024-10-31T17:01:36.010955Z", + "start_time": "2024-10-31T17:01:36.008005Z" } }, "cell_type": "code", "source": "exclusion_labels = []", "id": "dc91a47fb8762a09", "outputs": [], - "execution_count": 20 + "execution_count": 31 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:48.065970Z", - "start_time": "2024-10-31T16:56:48.062074Z" + "end_time": "2024-10-31T17:01:36.061149Z", + "start_time": "2024-10-31T17:01:36.055444Z" } }, "cell_type": "code", "source": "adapter = get_adapter(adapter_string)", "id": "7709e378f4d117eb", "outputs": [], - "execution_count": 21 + "execution_count": 32 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:48.439622Z", - "start_time": "2024-10-31T16:56:48.436026Z" + "end_time": "2024-10-31T17:01:36.108200Z", + "start_time": "2024-10-31T17:01:36.104277Z" } }, "cell_type": "code", "source": "targets = set()", "id": "1bbc3b1ad9958a37", "outputs": [], - "execution_count": 22 + "execution_count": 33 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:48.857662Z", - "start_time": "2024-10-31T16:56:48.814556Z" + "end_time": "2024-10-31T17:01:36.202473Z", + "start_time": "2024-10-31T17:01:36.153021Z" } }, "cell_type": "code", @@ -113,13 +113,13 @@ ] } ], - "execution_count": 23 + "execution_count": 34 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:49.386219Z", - "start_time": "2024-10-31T16:56:49.381382Z" + "end_time": "2024-10-31T17:01:36.218285Z", + "start_time": "2024-10-31T17:01:36.214543Z" } }, "cell_type": "code", @@ -144,85 +144,26 @@ ] } ], - "execution_count": 24 + "execution_count": 35 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:56:50.274074Z", - "start_time": "2024-10-31T16:56:50.260866Z" + "end_time": "2024-10-31T17:01:36.261720Z", + "start_time": "2024-10-31T17:01:36.258373Z" } }, "cell_type": "code", "source": "# pprint.pprint(targets) just curies!", "id": "184f0c7fb5223b3f", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'ENVO:00000446',\n", - " 'ENVO:01000174',\n", - " 'ENVO:01000175',\n", - " 'ENVO:01000176',\n", - " 'ENVO:01000177',\n", - " 'ENVO:01000178',\n", - " 'ENVO:01000180',\n", - " 'ENVO:01000181',\n", - " 'ENVO:01000187',\n", - " 'ENVO:01000188',\n", - " 'ENVO:01000189',\n", - " 'ENVO:01000190',\n", - " 'ENVO:01000191',\n", - " 'ENVO:01000192',\n", - " 'ENVO:01000193',\n", - " 'ENVO:01000194',\n", - " 'ENVO:01000195',\n", - " 'ENVO:01000196',\n", - " 'ENVO:01000197',\n", - " 'ENVO:01000198',\n", - " 'ENVO:01000199',\n", - " 'ENVO:01000200',\n", - " 'ENVO:01000201',\n", - " 'ENVO:01000202',\n", - " 'ENVO:01000208',\n", - " 'ENVO:01000209',\n", - " 'ENVO:01000210',\n", - " 'ENVO:01000211',\n", - " 'ENVO:01000212',\n", - " 'ENVO:01000213',\n", - " 'ENVO:01000214',\n", - " 'ENVO:01000215',\n", - " 'ENVO:01000216',\n", - " 'ENVO:01000217',\n", - " 'ENVO:01000218',\n", - " 'ENVO:01000219',\n", - " 'ENVO:01000220',\n", - " 'ENVO:01000221',\n", - " 'ENVO:01000222',\n", - " 'ENVO:01000223',\n", - " 'ENVO:01000224',\n", - " 'ENVO:01000225',\n", - " 'ENVO:01000226',\n", - " 'ENVO:01000227',\n", - " 'ENVO:01000228',\n", - " 'ENVO:01000229',\n", - " 'ENVO:01000245',\n", - " 'ENVO:01000247',\n", - " 'ENVO:01000250',\n", - " 'ENVO:01001369',\n", - " 'ENVO:01001505',\n", - " 'ENVO:01001798'}\n" - ] - } - ], - "execution_count": 25 + "outputs": [], + "execution_count": 36 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:58:50.289488Z", - "start_time": "2024-10-31T16:58:50.267170Z" + "end_time": "2024-10-31T17:01:36.330698Z", + "start_time": "2024-10-31T17:01:36.306504Z" } }, "cell_type": "code", @@ -238,13 +179,13 @@ ], "id": "7ed61cab5db223d9", "outputs": [], - "execution_count": 26 + "execution_count": 37 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:58:51.255208Z", - "start_time": "2024-10-31T16:58:51.249671Z" + "end_time": "2024-10-31T17:01:36.365608Z", + "start_time": "2024-10-31T17:01:36.356625Z" } }, "cell_type": "code", @@ -310,15 +251,20 @@ ] } ], - "execution_count": 27 + "execution_count": 38 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T17:01:36.412757Z", + "start_time": "2024-10-31T17:01:36.410431Z" + } + }, "cell_type": "code", - "outputs": [], - "execution_count": null, "source": "", - "id": "1f3ef3ee6f2f671f" + "id": "1f3ef3ee6f2f671f", + "outputs": [], + "execution_count": null } ], "metadata": { From d76a804267beb33140d7b4c77300e4d90ef9f3bb Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 15:27:35 -0400 Subject: [PATCH 03/22] much smaller soil els --- ..._google_sheets_soil_env_broad_scale.ipynb} | 0 ...t_google_sheets_soil_env_local_scale.ipynb | 481 ++++++++++++++++++ ... post_google_sheets_soil_env_medium.ipynb} | 0 3 files changed, 481 insertions(+) rename notebooks/{post_google_sheets-soil-env-braod_scale.ipynb => post_google_sheets_soil_env_broad_scale.ipynb} (100%) create mode 100644 notebooks/post_google_sheets_soil_env_local_scale.ipynb rename notebooks/{post_google_sheets-soil-env-medium.ipynb => post_google_sheets_soil_env_medium.ipynb} (100%) diff --git a/notebooks/post_google_sheets-soil-env-braod_scale.ipynb b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb similarity index 100% rename from notebooks/post_google_sheets-soil-env-braod_scale.ipynb rename to notebooks/post_google_sheets_soil_env_broad_scale.ipynb diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/post_google_sheets_soil_env_local_scale.ipynb new file mode 100644 index 00000000..832db22b --- /dev/null +++ b/notebooks/post_google_sheets_soil_env_local_scale.ipynb @@ -0,0 +1,481 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.206908Z", + "start_time": "2024-10-31T19:26:03.469481Z" + } + }, + "source": [ + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A, PART_OF # todo be careful with part of assumptions!\n", + "\n", + "import pprint\n", + "import csv" + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.215069Z", + "start_time": "2024-10-31T19:26:06.211413Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "2148e2b371b9d3c1", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.276472Z", + "start_time": "2024-10-31T19:26:06.273686Z" + } + }, + "cell_type": "code", + "source": [ + "acceptable_prefixes = {\n", + " \"ENVO\"\n", + "}" + ], + "id": "477f6f26578a06e0", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.319704Z", + "start_time": "2024-10-31T19:26:06.316724Z" + } + }, + "cell_type": "code", + "source": [ + "target_labels = [\n", + " \"material entity\",\n", + "]\n" + ], + "id": "2b9221b70ebed187", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.377816Z", + "start_time": "2024-10-31T19:26:06.367574Z" + } + }, + "cell_type": "code", + "source": [ + "is_a_only_exclusion_labels = [\n", + " \"astronomical body\"\n", + "]" + ], + "id": "516cd149ddc657d6", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.439816Z", + "start_time": "2024-10-31T19:26:06.427067Z" + } + }, + "cell_type": "code", + "source": [ + "is_a_label_fragment_exclusion = [\n", + " \"UNEP-WCMC\",\n", + " \"agricult\",\n", + " \"anthropogenic\",\n", + " \"astronomical\",\n", + " \"biosphere\",\n", + " \"coast\",\n", + " \"construct\",\n", + " \"facility\",\n", + " \"feature\",\n", + " \"from\",\n", + " \"geographic\",\n", + " \"geologic\",\n", + " \"landform\",\n", + " \"marine\",\n", + " \"ocean\",\n", + " \"raised\",\n", + " \"sea\",\n", + " \"system\",\n", + " \"volcanic\",\n", + "]" + ], + "id": "3f2188382ffdff63", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.487591Z", + "start_time": "2024-10-31T19:26:06.482301Z" + } + }, + "cell_type": "code", + "source": [ + "is_a_part_of_exclusion_labels = [\n", + " \"anatomical entity environment\",\n", + " \"anatomical entity\",\n", + " \"animal habitation\",\n", + " \"archipelago\",\n", + " \"biome\",\n", + " \"body of liquid\",\n", + " \"building\",\n", + " \"channel of a watercourse\",\n", + " \"chemical entity\",\n", + " \"container of an intermittent water body\",\n", + " \"cryoform\",\n", + " \"educational facility\",\n", + " \"environmental material\",\n", + " \"environmental system\", # includes ecosystems\n", + " \"environmental zone\",\n", + " \"fiat part of an astronomical object\",\n", + " \"fluid astronomical body part\", # todo gets rid of plume but also lakes, stream etc.\n", + " \"healthcare facility\",\n", + " \"high-elevation mountain\",\n", + " \"hospital unit facility\",\n", + " \"layer\",\n", + " \"manufactured product\",\n", + " \"marine environmental zone\",\n", + " \"marine layer\",\n", + " \"mass of compounded environmental materials\", # todo eliminates glacier\n", + " \"mass of environmental material\",\n", + " \"mass of fluid\",\n", + " \"meteor\", # includes clouds!\n", + " \"mid-elevation mountain\",\n", + " \"mineral deposit\",\n", + " \"object aggregate\", # esp for rain\n", + " \"organ\",\n", + " \"particle\",\n", + " \"piece of plastic\",\n", + " \"political entity\",\n", + " \"star\", # todo for photosphere, which should have been removed by mass of environmental material\n", + "]\n", + "\n", + "# todo lost rhizosphere (an environmental system) ... steppe (part of part of a biome) ...\n", + "\n", + "# todo are we really saying that we aren't interested in soil near a lake? \n" + ], + "id": "dc91a47fb8762a09", + "outputs": [], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.558957Z", + "start_time": "2024-10-31T19:26:06.530304Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "7709e378f4d117eb", + "outputs": [], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.580062Z", + "start_time": "2024-10-31T19:26:06.577156Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "1bbc3b1ad9958a37", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:06.846400Z", + "start_time": "2024-10-31T19:26:06.623266Z" + } + }, + "cell_type": "code", + "source": [ + "# accumulate subclasses of the target classes (by label)\n", + "# \n", + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.add(d)\n", + " \n", + "print(len(targets))" + ], + "id": "5315b4280bb53a5c", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5132\n" + ] + } + ], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:08.380683Z", + "start_time": "2024-10-31T19:26:06.857589Z" + } + }, + "cell_type": "code", + "source": [ + "# write the targets and their labels to a tsv file \"sels_targets.txt\"\n", + "#\n", + "with open(\"sels_targets.tsv\", \"w\") as f:\n", + " for t in targets:\n", + " f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" + ], + "id": "81f451e5546cbeb2", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:11.034404Z", + "start_time": "2024-10-31T19:26:08.390616Z" + } + }, + "cell_type": "code", + "source": [ + "# deplete subclasses of the exclusion classes (by label)\n", + "# \n", + "\n", + "depletion_log = []\n", + "\n", + "for current_label in is_a_part_of_exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id,\n", + " predicates=[IS_A, PART_OF]) # todo be careful with part of assumptions!\n", + " for d in descendant:\n", + " if d in targets:\n", + " depletion_line = {\n", + " \"removed\": adapter.label(d),\n", + " \"reason\": current_label\n", + " }\n", + " # print(log_line)\n", + " depletion_log.append(depletion_line)\n", + " targets.remove(d)\n", + "\n", + "for current_label in is_a_only_exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A]) # todo be careful with part of assumptions!\n", + " for d in descendant:\n", + " if d in targets:\n", + " depletion_line = {\n", + " \"removed\": adapter.label(d),\n", + " \"reason\": current_label\n", + " }\n", + " # print(log_line)\n", + " depletion_log.append(depletion_line)\n", + " targets.remove(d)\n", + "\n", + "print(len(targets))" + ], + "id": "77c441ce49ee868", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "759\n" + ] + } + ], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:11.058560Z", + "start_time": "2024-10-31T19:26:11.044029Z" + } + }, + "cell_type": "code", + "source": [ + "# write the lines in log to a TSV file \"sels_depletion.tsv\"\" with csv's dictwriter\n", + "#\n", + "with open(\"sels_depletion.tsv\", \"w\") as f:\n", + " writer = csv.DictWriter(f, fieldnames=[\"removed\", \"reason\"])\n", + " writer.writeheader()\n", + " for line in depletion_log:\n", + " writer.writerow(line)\n" + ], + "id": "62b7006a08a898a8", + "outputs": [], + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:11.088759Z", + "start_time": "2024-10-31T19:26:11.085642Z" + } + }, + "cell_type": "code", + "source": [ + "# # write the remaining targets and their labels to a tsv file \n", + "# #\n", + "# with open(\"sels_targets_depletion_remaining.tsv\", \"w\") as f:\n", + "# for t in targets:\n", + "# f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" + ], + "id": "1b3845003ad19baf", + "outputs": [], + "execution_count": 14 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:11.140503Z", + "start_time": "2024-10-31T19:26:11.136181Z" + } + }, + "cell_type": "code", + "source": [ + "# remove curies from the targets if their prefix, when splitting on colon, isn't in the acceptable prefixes\n", + "for t in list(targets):\n", + " if t.split(\":\")[0] not in acceptable_prefixes:\n", + " targets.remove(t) \n", + "print(len(targets))" + ], + "id": "c78340f4c8cfb9c3", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "475\n" + ] + } + ], + "execution_count": 15 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:13.811165Z", + "start_time": "2024-10-31T19:26:11.186812Z" + } + }, + "cell_type": "code", + "source": [ + "# remove curies from the targets if their label contains any of the exclusion fragments\n", + "for t in list(targets):\n", + " for fragment in is_a_label_fragment_exclusion:\n", + " if fragment in adapter.label(t):\n", + " if t in targets:\n", + " targets.remove(t)\n", + "print(len(targets))" + ], + "id": "25b2802c320e922a", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "386\n" + ] + } + ], + "execution_count": 16 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:13.984450Z", + "start_time": "2024-10-31T19:26:13.856445Z" + } + }, + "cell_type": "code", + "source": [ + "# write the remaining targets and their labels to a tsv file \n", + "#\n", + "with open(\"sels_targets_remaining.tsv\", \"w\") as f:\n", + " for t in targets:\n", + " f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" + ], + "id": "513fe6152f972275", + "outputs": [], + "execution_count": 17 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:13.997570Z", + "start_time": "2024-10-31T19:26:13.994675Z" + } + }, + "cell_type": "code", + "source": [ + "# labelled_targets = []\n", + "# for t in targets:\n", + "# labelled_targets.append(\n", + "# {\n", + "# \"id\": t,\n", + "# \"label\": adapter.label(t)\n", + "# }\n", + "# )" + ], + "id": "7ed61cab5db223d9", + "outputs": [], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:26:14.039162Z", + "start_time": "2024-10-31T19:26:14.036601Z" + } + }, + "cell_type": "code", + "source": "", + "id": "e25c377fe9e3583e", + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/post_google_sheets-soil-env-medium.ipynb b/notebooks/post_google_sheets_soil_env_medium.ipynb similarity index 100% rename from notebooks/post_google_sheets-soil-env-medium.ipynb rename to notebooks/post_google_sheets_soil_env_medium.ipynb From 561a11a597067277abef8ca9148306deb40dc3be Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 15:38:42 -0400 Subject: [PATCH 04/22] shoe sles df --- ...t_google_sheets_soil_env_local_scale.ipynb | 168 ++++++++++++++++-- 1 file changed, 149 insertions(+), 19 deletions(-) diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/post_google_sheets_soil_env_local_scale.ipynb index 832db22b..ff06e8ea 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_local_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.206908Z", - "start_time": "2024-10-31T19:26:03.469481Z" + "end_time": "2024-10-31T19:35:44.766963Z", + "start_time": "2024-10-31T19:35:44.762915Z" } }, "source": [ @@ -15,10 +15,11 @@ "from oaklib.datamodels.vocabulary import IS_A, PART_OF # todo be careful with part of assumptions!\n", "\n", "import pprint\n", - "import csv" + "import csv\n", + "import pandas as pd" ], "outputs": [], - "execution_count": 1 + "execution_count": 19 }, { "metadata": { @@ -424,37 +425,166 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:13.997570Z", - "start_time": "2024-10-31T19:26:13.994675Z" + "end_time": "2024-10-31T19:37:52.612246Z", + "start_time": "2024-10-31T19:37:52.448366Z" } }, "cell_type": "code", "source": [ - "# labelled_targets = []\n", - "# for t in targets:\n", - "# labelled_targets.append(\n", - "# {\n", - "# \"id\": t,\n", - "# \"label\": adapter.label(t)\n", - "# }\n", - "# )" + "labelled_targets = []\n", + "for t in targets:\n", + " labelled_targets.append(\n", + " {\n", + " \"id\": t,\n", + " \"label\": adapter.label(t)\n", + " }\n", + " )" ], "id": "7ed61cab5db223d9", "outputs": [], - "execution_count": 18 + "execution_count": 21 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:14.039162Z", - "start_time": "2024-10-31T19:26:14.036601Z" + "end_time": "2024-10-31T19:37:53.371976Z", + "start_time": "2024-10-31T19:37:53.367228Z" } }, "cell_type": "code", - "source": "", + "source": "labeled_frame = pd.DataFrame(labelled_targets)", "id": "e25c377fe9e3583e", "outputs": [], - "execution_count": null + "execution_count": 22 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:37:55.526761Z", + "start_time": "2024-10-31T19:37:55.505466Z" + } + }, + "cell_type": "code", + "source": "labeled_frame", + "id": "a380fdefe3941ea6", + "outputs": [ + { + "data": { + "text/plain": [ + " id label\n", + "0 ENVO:01000518 diapir\n", + "1 ENVO:00000403 shield volcano\n", + "2 ENVO:01001111 fossil worm burrow\n", + "3 ENVO:00010624 botanical garden\n", + "4 ENVO:01000731 igneous extrusion\n", + ".. ... ...\n", + "381 ENVO:01000863 overflow structure\n", + "382 ENVO:00000332 doline\n", + "383 ENVO:00000417 machair\n", + "384 ENVO:00000324 outflow cave\n", + "385 ENVO:00000524 abandoned watercourse\n", + "\n", + "[386 rows x 2 columns]" + ], + "text/html": [ + "
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idlabel
0ENVO:01000518diapir
1ENVO:00000403shield volcano
2ENVO:01001111fossil worm burrow
3ENVO:00010624botanical garden
4ENVO:01000731igneous extrusion
.........
381ENVO:01000863overflow structure
382ENVO:00000332doline
383ENVO:00000417machair
384ENVO:00000324outflow cave
385ENVO:00000524abandoned watercourse
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386 rows × 2 columns

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" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 23 + }, + { + "metadata": {}, + "cell_type": "code", + "outputs": [], + "execution_count": null, + "source": "", + "id": "674cc0e16f30c238" } ], "metadata": { From 12fdeb4225efd265e6f731fcaa767dfdf70883f2 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 15:41:48 -0400 Subject: [PATCH 05/22] shoe df as html --- ...t_google_sheets_soil_env_local_scale.ipynb | 42 +++++++++++++++++-- 1 file changed, 38 insertions(+), 4 deletions(-) diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/post_google_sheets_soil_env_local_scale.ipynb index ff06e8ea..ee7d627b 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_local_scale.ipynb @@ -11,6 +11,8 @@ } }, "source": [ + "from cProfile import label\n", + "\n", "from oaklib import get_adapter\n", "from oaklib.datamodels.vocabulary import IS_A, PART_OF # todo be careful with part of assumptions!\n", "\n", @@ -460,8 +462,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:37:55.526761Z", - "start_time": "2024-10-31T19:37:55.505466Z" + "end_time": "2024-10-31T19:41:17.260182Z", + "start_time": "2024-10-31T19:41:17.248771Z" } }, "cell_type": "code", @@ -571,12 +573,44 @@ "" ] }, - "execution_count": 23, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 23 + "execution_count": 24 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T19:41:19.215074Z", + "start_time": "2024-10-31T19:41:19.192934Z" + } + }, + "cell_type": "code", + "source": "labeled_frame.to_html()", + "id": "2735ed74ebac9023", + "outputs": [ + { + "data": { + "text/plain": [ + "'\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n 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\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n 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idlabel
0ENVO:01000518diapir
1ENVO:00000403shield volcano
2ENVO:01001111fossil worm burrow
3ENVO:00010624botanical garden
4ENVO:01000731igneous extrusion
5ENVO:00000302rift valley
6ENVO:03500001playground
7ENVO:00000100valley
8ENVO:01001151proplyd
9ENVO:01001773thrust fault
10ENVO:00000265guyot
11ENVO:00000464artificial harbor
12ENVO:00000407subglacial volcano
13ENVO:00000530apron
14ENVO:00005745allotment garden
15ENVO:03501358processing line
16ENVO:00000064road
17ENVO:01001071impact crater
18ENVO:01000413old plant
19ENVO:01000348maize field
20ENVO:01000450salt glacier
21ENVO:03500002public park
22ENVO:00000391land bridge
23ENVO:01000443salt mass
24ENVO:00000436tunnel valley
25ENVO:00010625zoological garden
26ENVO:00000432monadnock
27ENVO:01000002water well
28ENVO:01000275structural basin
29ENVO:03501244Bailey bridge
30ENVO:03600087greenhouse
31ENVO:01000440dacitic volcano
32ENVO:03600033residential backyard
33ENVO:00000245maar
34ENVO:03501238hillock
35ENVO:03501249suspension bridge
36ENVO:00000311kettle
37ENVO:00000555check dam
38ENVO:01000736phacolith
39ENVO:00000247volcano
40ENVO:01000522latrine pit
41ENVO:01001538frost-formed hummock
42ENVO:00000478range of mounts
43ENVO:02000157municipal landfill
44ENVO:00000289horst
45ENVO:00000413pingo
46ENVO:00000468hydroelectric dam
47ENVO:00000421wave-cut platform
48ENVO:00000438alas
49ENVO:01000649trench
50ENVO:00002185oil reservoir
51ENVO:00000046hedge
52ENVO:03600039fermentation pit
53ENVO:01000360solutional cave
54ENVO:01001481public prison
55ENVO:03600020tailings dam
56ENVO:01000468fence
57ENVO:01000424patio
58ENVO:02000133nuclear reactor
59ENVO:00000127badland
60ENVO:00000335polygonal karst
61ENVO:00000257flood fringe
62ENVO:03600068ice wedge
63ENVO:03500004bike path
64ENVO:02000143sugar refinery
65ENVO:00000304shore
66ENVO:02000135fast neutron reactor
67ENVO:00000081mountain
68ENVO:01001873hatchery
69ENVO:01000333hillside
70ENVO:03501351ground transport
71ENVO:00000082hill range
72ENVO:00000066man-made tunnel
73ENVO:00009726strand crack
74ENVO:00000011garden
75ENVO:00000560nuclear weapons test site
76ENVO:00000071fault cave
77ENVO:06105012biota
78ENVO:01000632chonolith
79ENVO:03600032embankment dam
80ENVO:00000096caldera
81ENVO:00000357lock
82ENVO:00002061oil spill
83ENVO:00000250medial moraine
84ENVO:01000364glacier cave
85ENVO:00000068tunnel
86ENVO:00000076mine
87ENVO:00000075bridge
88ENVO:00000284quarry
89ENVO:00000481pinnacle
90ENVO:01000352field
91ENVO:00000526cliff cleft
92ENVO:00000561military training area
93ENVO:00000371complex volcano
94ENVO:00000181nunatak
95ENVO:01000466boundary wall
96ENVO:00000499trough
97ENVO:03600076waste stabilization pond
98ENVO:01001280driveway
99ENVO:01000446ravine
100ENVO:00000084mountain pass
101ENVO:01000805globular star cluster
102ENVO:01001851geothermally active field
103ENVO:00000554saddle dam
104ENVO:01000659igneous intrusion
105ENVO:00000255flood plain
106ENVO:00000551endorheic basin
107ENVO:00000030dead cave
108ENVO:00000254till plain
109ENVO:00000370tuya
110ENVO:03600063tube well
111ENVO:01000907feasting pit site
112ENVO:00000258alluvial plain
113ENVO:01000966private swimming pool
114ENVO:00000282esker
115ENVO:00000065railway
116ENVO:01000498pole
117ENVO:00000474cut
118ENVO:00000291drainage basin
119ENVO:00000404stratovolcano
120ENVO:02000142petroleum oil refinery
121ENVO:00000080mountain range
122ENVO:00000067cave
123ENVO:01001775blind thrust fault
124ENVO:03501365bucket conveyor
125ENVO:03501212handrail
126ENVO:01000673shear fracture
127ENVO:00000460penplain
128ENVO:00000473gravel pit
129ENVO:01000780public road
130ENVO:00000553multipurpose dam
131ENVO:03501246footbridge
132ENVO:00000477mount
133ENVO:00000543swale
134ENVO:01001854hydrothermal field
135ENVO:00012411karst cave
136ENVO:01000319rocky slope
137ENVO:00000028sand pit quarry
138ENVO:00000400cinder cone
139ENVO:06105106plastisphere
140ENVO:03500003public sports field
141ENVO:03600062fountain
142ENVO:00000286polder
143ENVO:01000733stock
144ENVO:01000968water intake
145ENVO:00000259lacustrine plain
146ENVO:01001568frost heave
147ENVO:03501355public-private prison
148ENVO:02000093uranium mine
149ENVO:03501239riverfront
150ENVO:00000157peat cut
151ENVO:03600083mofetta
152ENVO:03600031earth-filled dam
153ENVO:00000295fish hatchery
154ENVO:00000184hanging valley
155ENVO:00000321joint-plane cave
156ENVO:01000943vegetated hill
157ENVO:00000110lava tunnel
158ENVO:00000542kame
159ENVO:01000664tuff cone
160ENVO:00000559weapons test site
161ENVO:00000171river valley
162ENVO:03000132firebreak
163ENVO:00000312sandur
164ENVO:01000429burrow
165ENVO:02000110open-pit mine
166ENVO:00000180mound
167ENVO:03501198wet market
168ENVO:01000361primary cave
169ENVO:00000419stack
170ENVO:00000251ground moraine
171ENVO:00000520landslide
172ENVO:00000430dirt cone
173ENVO:00002205unexploded-ordnance dump
174ENVO:02000137nuclear power reactor
175ENVO:00000249lateral moraine
176ENVO:00000086plain
177ENVO:00000381massif
178ENVO:01000671dike
179ENVO:00000433kame terrace
180ENVO:03501366screw conveyor
181ENVO:01000987market
182ENVO:00000441terracette
183ENVO:00000535weir
184ENVO:00000522canal tunnel
185ENVO:03600021tailings pond
186ENVO:00000217solfatara
187ENVO:00000128dry valley
188ENVO:01000363erosional cave
189ENVO:00000437Nye channel
190ENVO:01000807galaxy
191ENVO:01000437lava field
192ENVO:00000537boulder field
193ENVO:00000440rock shelter
194ENVO:00000177moraine
195ENVO:00000401spatter cone
196ENVO:00002169coal mine
197ENVO:00000463harbour
198ENVO:00000562park
199ENVO:00000293continental divide
200ENVO:03501282hangar
201ENVO:03501336place of worship
202ENVO:03600093artificial satellite
203ENVO:00000089inland cliff
204ENVO:00002168gold mine
205ENVO:01000967public swimming pool
206ENVO:00000323live cave
207ENVO:03600014pipeline network
208ENVO:00010442midden
209ENVO:03501309booth
210ENVO:00000545shingle beach
211ENVO:03000117channel
212ENVO:01000419domestic garden
213ENVO:00000350somma volcano
214ENVO:00000195sinkhole
215ENVO:00000325polje
216ENVO:01001281paved parking lot
217ENVO:00000280escarpment
218ENVO:00010358fomite
219ENVO:00000514crater
220ENVO:0010162dry stream valley
221ENVO:00000248glacial valley
222ENVO:01000732clastic dike
223ENVO:01001104rift zone
224ENVO:01000365ice cave
225ENVO:00000290graben
226ENVO:00004683karst field
227ENVO:06105110manufactured plastisphere
228ENVO:01000302outcrop
229ENVO:03501247humpback bridge
230ENVO:03501248overpass
231ENVO:01000525rock intrusion
232ENVO:01000278pingo scar
233ENVO:01000935campground
234ENVO:00000122track
235ENVO:00000556wing dam
236ENVO:00000308dune slack
237ENVO:00000402mud volcano
238ENVO:01000367anchialine cave
239ENVO:03600053yard
240ENVO:03000143cryosphere
241ENVO:00000313blowout
242ENVO:01000369vadose cave
243ENVO:00000216fumarole
244ENVO:00000470irrigation dam
245ENVO:01001489spur
246ENVO:03501367pneumatic conveyor
247ENVO:02000134thermal nuclear reactor
248ENVO:00000252terminal moraine
249ENVO:00000439dell
250ENVO:01001173sacred site
251ENVO:00000333subjacent karst
252ENVO:01000983technosphere
253ENVO:0010163dry river valley
254ENVO:01000936dedicated campground
255ENVO:01001357desert
256ENVO:01000779public infrastructure
257ENVO:00000292watershed
258ENVO:00000527interfluve
259ENVO:00000263fissure cave
260ENVO:00000411ford
261ENVO:00000276drumlin
262ENVO:00000175karst
263ENVO:03501122airport
264ENVO:00000429arete
265ENVO:01000820pedosphere
266ENVO:00000557dry dam
267ENVO:00000320crevasse
268ENVO:00000521rockfall
269ENVO:00000310meteor impact crater
270ENVO:00000399ash cone
271ENVO:01000414young plant
272ENVO:01000734laccolith
273ENVO:02000092iron mine
274ENVO:01000674microfracture
275ENVO:03501245drawbridge
276ENVO:00000431drumlin field
277ENVO:03600080industrial park
278ENVO:03501250swing bridge
279ENVO:00000418ria
280ENVO:02000144natural gas processing plant
281ENVO:03501281bowling alley
282ENVO:01000003oil well
283ENVO:00000155cirque
284ENVO:00000031wadi
285ENVO:01000332gravelly slope
286ENVO:00000001bedding-plane cave
287ENVO:03600061shipwreck
288ENVO:01001665soil cryoturbate
289ENVO:03501182clinic
290ENVO:00000329phreatic zone
291ENVO:00000529beach ridge
292ENVO:00000277dry lake
293ENVO:01000985fairground
294ENVO:01000937impromptu campground
295ENVO:00000336doline karst
296ENVO:00000158causeway
297ENVO:00000536moatan
298ENVO:00002226borehole
299ENVO:01000334talus slope
300ENVO:01000362inflationary cave
301ENVO:03501117transport hub
302ENVO:01000670vein
303ENVO:03600090alcohol fermentation pit
304ENVO:00002199sandy beach
305ENVO:01000526sedimentary intrusion
306ENVO:03501199dry market
307ENVO:00000083hill
308ENVO:00000372pyroclastic shield volcano
309ENVO:00000074dam
310ENVO:00000253scroll plane
311ENVO:00000496rill
312ENVO:00000146snow field
313ENVO:00000567calanque
314ENVO:01000822planetary photic zone
315ENVO:00000508terrace
316ENVO:00000356pyroclastic cone
317ENVO:00000091beach
318ENVO:01001453terrestrial mountain
319ENVO:00000087cliff
320ENVO:01000737sill
321ENVO:01000521batholith
322ENVO:00000480peak
323ENVO:00000516hummock
324ENVO:00000410kipuka
325ENVO:00000444woodland clearing
326ENVO:00000390mountain spur
327ENVO:00000129stream valley
328ENVO:03600003drinking water pipeline network
329ENVO:03600012oil pipeline network
330ENVO:00000179mesa
331ENVO:03600066halite
332ENVO:01001279sidewalk
333ENVO:00000563pier
334ENVO:00000169canyon
335ENVO:03000144planetary cryosphere
336ENVO:00000297paddy field
337ENVO:01001874poultry hatchery
338ENVO:01000923petting zoo
339ENVO:03501118public transport hub
340ENVO:03501205private prison
341ENVO:01000806nebula
342ENVO:03600091clay fermentation pit
343ENVO:01000439andesitic volcano
344ENVO:00000422limestone pavement
345ENVO:00002000slope
346ENVO:01000366talus cave
347ENVO:00000548gravel field
348ENVO:00000287butte
349ENVO:00000558diversionary dam
350ENVO:00000283ridge
351ENVO:01001490intrusion
352ENVO:00000026well
353ENVO:01001150protoplanetary disk
354ENVO:01000505salt dome
355ENVO:00000334syngenetic karst
356ENVO:00000533landfill
357ENVO:00002167platinum mine
358ENVO:00000170dune
359ENVO:03501255water trough
360ENVO:00000174isthmus
361ENVO:01001278concrete road
362ENVO:00000244abyssal plain
363ENVO:00000281fault escarpment
364ENVO:01000735lopolith
365ENVO:00000414natural arch
366ENVO:00000465natural harbor
367ENVO:03501338human nursery
368ENVO:01001870gas well
369ENVO:00000461pseudocrater
370ENVO:00000256floodway
371ENVO:00000515road cut
372ENVO:01001871pit
373ENVO:01000294crevice
374ENVO:01000359limestone cave
375ENVO:00000182plateau
376ENVO:00000564archeological site
377ENVO:02000141refinery
378ENVO:00000471flood control dam
379ENVO:00000434outwash fan
380ENVO:01001491flattened elevation
381ENVO:01000863overflow structure
382ENVO:00000332doline
383ENVO:00000417machair
384ENVO:00000324outflow cave
385ENVO:00000524abandoned watercourse
'" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 25 + }, + { + "metadata": {}, + "cell_type": "code", + "outputs": [], + "execution_count": null, + "source": "", + "id": "99621e934cafc942" }, { "metadata": {}, From d26ad516e148ed48c74f9738e64db7df831a453f Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 15:58:56 -0400 Subject: [PATCH 06/22] give up on notebook df browsing --- ...t_google_sheets_soil_env_local_scale.ipynb | 179 +------- notebooks/sels_targets_remaining.tsv | 386 ++++++++++++++++++ 2 files changed, 395 insertions(+), 170 deletions(-) create mode 100644 notebooks/sels_targets_remaining.tsv diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/post_google_sheets_soil_env_local_scale.ipynb index ee7d627b..fa94c6e9 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_local_scale.ipynb @@ -11,12 +11,9 @@ } }, "source": [ - "from cProfile import label\n", - "\n", "from oaklib import get_adapter\n", - "from oaklib.datamodels.vocabulary import IS_A, PART_OF # todo be careful with part of assumptions!\n", + "from oaklib.datamodels.vocabulary import IS_A, PART_OF\n", "\n", - "import pprint\n", "import csv\n", "import pandas as pd" ], @@ -433,177 +430,19 @@ }, "cell_type": "code", "source": [ - "labelled_targets = []\n", - "for t in targets:\n", - " labelled_targets.append(\n", - " {\n", - " \"id\": t,\n", - " \"label\": adapter.label(t)\n", - " }\n", - " )" + "# labelled_targets = []\n", + "# for t in targets:\n", + "# labelled_targets.append(\n", + "# {\n", + "# \"id\": t,\n", + "# \"label\": adapter.label(t)\n", + "# }\n", + "# )" ], "id": "7ed61cab5db223d9", "outputs": [], "execution_count": 21 }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T19:37:53.371976Z", - "start_time": "2024-10-31T19:37:53.367228Z" - } - }, - "cell_type": "code", - "source": "labeled_frame = pd.DataFrame(labelled_targets)", - "id": "e25c377fe9e3583e", - "outputs": [], - "execution_count": 22 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T19:41:17.260182Z", - "start_time": "2024-10-31T19:41:17.248771Z" - } - }, - "cell_type": "code", - "source": "labeled_frame", - "id": "a380fdefe3941ea6", - "outputs": [ - { - "data": { - "text/plain": [ - " id label\n", - "0 ENVO:01000518 diapir\n", - "1 ENVO:00000403 shield volcano\n", - "2 ENVO:01001111 fossil worm burrow\n", - "3 ENVO:00010624 botanical garden\n", - "4 ENVO:01000731 igneous extrusion\n", - ".. ... ...\n", - "381 ENVO:01000863 overflow structure\n", - "382 ENVO:00000332 doline\n", - "383 ENVO:00000417 machair\n", - "384 ENVO:00000324 outflow cave\n", - "385 ENVO:00000524 abandoned watercourse\n", - "\n", - "[386 rows x 2 columns]" - ], - "text/html": [ - "
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0ENVO:01000518diapir
1ENVO:00000403shield volcano
2ENVO:01001111fossil worm burrow
3ENVO:00010624botanical garden
4ENVO:01000731igneous extrusion
.........
381ENVO:01000863overflow structure
382ENVO:00000332doline
383ENVO:00000417machair
384ENVO:00000324outflow cave
385ENVO:00000524abandoned watercourse
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386 rows × 2 columns

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" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "execution_count": 24 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T19:41:19.215074Z", - "start_time": "2024-10-31T19:41:19.192934Z" - } - }, - "cell_type": "code", - "source": "labeled_frame.to_html()", - "id": "2735ed74ebac9023", - "outputs": [ - { - "data": { - "text/plain": [ - "'\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n 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\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n
idlabel
0ENVO:01000518diapir
1ENVO:00000403shield volcano
2ENVO:01001111fossil worm burrow
3ENVO:00010624botanical garden
4ENVO:01000731igneous extrusion
5ENVO:00000302rift valley
6ENVO:03500001playground
7ENVO:00000100valley
8ENVO:01001151proplyd
9ENVO:01001773thrust fault
10ENVO:00000265guyot
11ENVO:00000464artificial harbor
12ENVO:00000407subglacial volcano
13ENVO:00000530apron
14ENVO:00005745allotment garden
15ENVO:03501358processing line
16ENVO:00000064road
17ENVO:01001071impact crater
18ENVO:01000413old plant
19ENVO:01000348maize field
20ENVO:01000450salt glacier
21ENVO:03500002public park
22ENVO:00000391land bridge
23ENVO:01000443salt mass
24ENVO:00000436tunnel valley
25ENVO:00010625zoological garden
26ENVO:00000432monadnock
27ENVO:01000002water well
28ENVO:01000275structural basin
29ENVO:03501244Bailey bridge
30ENVO:03600087greenhouse
31ENVO:01000440dacitic volcano
32ENVO:03600033residential backyard
33ENVO:00000245maar
34ENVO:03501238hillock
35ENVO:03501249suspension bridge
36ENVO:00000311kettle
37ENVO:00000555check dam
38ENVO:01000736phacolith
39ENVO:00000247volcano
40ENVO:01000522latrine pit
41ENVO:01001538frost-formed hummock
42ENVO:00000478range of mounts
43ENVO:02000157municipal landfill
44ENVO:00000289horst
45ENVO:00000413pingo
46ENVO:00000468hydroelectric dam
47ENVO:00000421wave-cut platform
48ENVO:00000438alas
49ENVO:01000649trench
50ENVO:00002185oil reservoir
51ENVO:00000046hedge
52ENVO:03600039fermentation pit
53ENVO:01000360solutional cave
54ENVO:01001481public prison
55ENVO:03600020tailings dam
56ENVO:01000468fence
57ENVO:01000424patio
58ENVO:02000133nuclear reactor
59ENVO:00000127badland
60ENVO:00000335polygonal karst
61ENVO:00000257flood fringe
62ENVO:03600068ice wedge
63ENVO:03500004bike path
64ENVO:02000143sugar refinery
65ENVO:00000304shore
66ENVO:02000135fast neutron reactor
67ENVO:00000081mountain
68ENVO:01001873hatchery
69ENVO:01000333hillside
70ENVO:03501351ground transport
71ENVO:00000082hill range
72ENVO:00000066man-made tunnel
73ENVO:00009726strand crack
74ENVO:00000011garden
75ENVO:00000560nuclear weapons test site
76ENVO:00000071fault cave
77ENVO:06105012biota
78ENVO:01000632chonolith
79ENVO:03600032embankment dam
80ENVO:00000096caldera
81ENVO:00000357lock
82ENVO:00002061oil spill
83ENVO:00000250medial moraine
84ENVO:01000364glacier cave
85ENVO:00000068tunnel
86ENVO:00000076mine
87ENVO:00000075bridge
88ENVO:00000284quarry
89ENVO:00000481pinnacle
90ENVO:01000352field
91ENVO:00000526cliff cleft
92ENVO:00000561military training area
93ENVO:00000371complex volcano
94ENVO:00000181nunatak
95ENVO:01000466boundary wall
96ENVO:00000499trough
97ENVO:03600076waste stabilization pond
98ENVO:01001280driveway
99ENVO:01000446ravine
100ENVO:00000084mountain pass
101ENVO:01000805globular star cluster
102ENVO:01001851geothermally active field
103ENVO:00000554saddle dam
104ENVO:01000659igneous intrusion
105ENVO:00000255flood plain
106ENVO:00000551endorheic basin
107ENVO:00000030dead cave
108ENVO:00000254till plain
109ENVO:00000370tuya
110ENVO:03600063tube well
111ENVO:01000907feasting pit site
112ENVO:00000258alluvial plain
113ENVO:01000966private swimming pool
114ENVO:00000282esker
115ENVO:00000065railway
116ENVO:01000498pole
117ENVO:00000474cut
118ENVO:00000291drainage basin
119ENVO:00000404stratovolcano
120ENVO:02000142petroleum oil refinery
121ENVO:00000080mountain range
122ENVO:00000067cave
123ENVO:01001775blind thrust fault
124ENVO:03501365bucket conveyor
125ENVO:03501212handrail
126ENVO:01000673shear fracture
127ENVO:00000460penplain
128ENVO:00000473gravel pit
129ENVO:01000780public road
130ENVO:00000553multipurpose dam
131ENVO:03501246footbridge
132ENVO:00000477mount
133ENVO:00000543swale
134ENVO:01001854hydrothermal field
135ENVO:00012411karst cave
136ENVO:01000319rocky slope
137ENVO:00000028sand pit quarry
138ENVO:00000400cinder cone
139ENVO:06105106plastisphere
140ENVO:03500003public sports field
141ENVO:03600062fountain
142ENVO:00000286polder
143ENVO:01000733stock
144ENVO:01000968water intake
145ENVO:00000259lacustrine plain
146ENVO:01001568frost heave
147ENVO:03501355public-private prison
148ENVO:02000093uranium mine
149ENVO:03501239riverfront
150ENVO:00000157peat cut
151ENVO:03600083mofetta
152ENVO:03600031earth-filled dam
153ENVO:00000295fish hatchery
154ENVO:00000184hanging valley
155ENVO:00000321joint-plane cave
156ENVO:01000943vegetated hill
157ENVO:00000110lava tunnel
158ENVO:00000542kame
159ENVO:01000664tuff cone
160ENVO:00000559weapons test site
161ENVO:00000171river valley
162ENVO:03000132firebreak
163ENVO:00000312sandur
164ENVO:01000429burrow
165ENVO:02000110open-pit mine
166ENVO:00000180mound
167ENVO:03501198wet market
168ENVO:01000361primary cave
169ENVO:00000419stack
170ENVO:00000251ground moraine
171ENVO:00000520landslide
172ENVO:00000430dirt cone
173ENVO:00002205unexploded-ordnance dump
174ENVO:02000137nuclear power reactor
175ENVO:00000249lateral moraine
176ENVO:00000086plain
177ENVO:00000381massif
178ENVO:01000671dike
179ENVO:00000433kame terrace
180ENVO:03501366screw conveyor
181ENVO:01000987market
182ENVO:00000441terracette
183ENVO:00000535weir
184ENVO:00000522canal tunnel
185ENVO:03600021tailings pond
186ENVO:00000217solfatara
187ENVO:00000128dry valley
188ENVO:01000363erosional cave
189ENVO:00000437Nye channel
190ENVO:01000807galaxy
191ENVO:01000437lava field
192ENVO:00000537boulder field
193ENVO:00000440rock shelter
194ENVO:00000177moraine
195ENVO:00000401spatter cone
196ENVO:00002169coal mine
197ENVO:00000463harbour
198ENVO:00000562park
199ENVO:00000293continental divide
200ENVO:03501282hangar
201ENVO:03501336place of worship
202ENVO:03600093artificial satellite
203ENVO:00000089inland cliff
204ENVO:00002168gold mine
205ENVO:01000967public swimming pool
206ENVO:00000323live cave
207ENVO:03600014pipeline network
208ENVO:00010442midden
209ENVO:03501309booth
210ENVO:00000545shingle beach
211ENVO:03000117channel
212ENVO:01000419domestic garden
213ENVO:00000350somma volcano
214ENVO:00000195sinkhole
215ENVO:00000325polje
216ENVO:01001281paved parking lot
217ENVO:00000280escarpment
218ENVO:00010358fomite
219ENVO:00000514crater
220ENVO:0010162dry stream valley
221ENVO:00000248glacial valley
222ENVO:01000732clastic dike
223ENVO:01001104rift zone
224ENVO:01000365ice cave
225ENVO:00000290graben
226ENVO:00004683karst field
227ENVO:06105110manufactured plastisphere
228ENVO:01000302outcrop
229ENVO:03501247humpback bridge
230ENVO:03501248overpass
231ENVO:01000525rock intrusion
232ENVO:01000278pingo scar
233ENVO:01000935campground
234ENVO:00000122track
235ENVO:00000556wing dam
236ENVO:00000308dune slack
237ENVO:00000402mud volcano
238ENVO:01000367anchialine cave
239ENVO:03600053yard
240ENVO:03000143cryosphere
241ENVO:00000313blowout
242ENVO:01000369vadose cave
243ENVO:00000216fumarole
244ENVO:00000470irrigation dam
245ENVO:01001489spur
246ENVO:03501367pneumatic conveyor
247ENVO:02000134thermal nuclear reactor
248ENVO:00000252terminal moraine
249ENVO:00000439dell
250ENVO:01001173sacred site
251ENVO:00000333subjacent karst
252ENVO:01000983technosphere
253ENVO:0010163dry river valley
254ENVO:01000936dedicated campground
255ENVO:01001357desert
256ENVO:01000779public infrastructure
257ENVO:00000292watershed
258ENVO:00000527interfluve
259ENVO:00000263fissure cave
260ENVO:00000411ford
261ENVO:00000276drumlin
262ENVO:00000175karst
263ENVO:03501122airport
264ENVO:00000429arete
265ENVO:01000820pedosphere
266ENVO:00000557dry dam
267ENVO:00000320crevasse
268ENVO:00000521rockfall
269ENVO:00000310meteor impact crater
270ENVO:00000399ash cone
271ENVO:01000414young plant
272ENVO:01000734laccolith
273ENVO:02000092iron mine
274ENVO:01000674microfracture
275ENVO:03501245drawbridge
276ENVO:00000431drumlin field
277ENVO:03600080industrial park
278ENVO:03501250swing bridge
279ENVO:00000418ria
280ENVO:02000144natural gas processing plant
281ENVO:03501281bowling alley
282ENVO:01000003oil well
283ENVO:00000155cirque
284ENVO:00000031wadi
285ENVO:01000332gravelly slope
286ENVO:00000001bedding-plane cave
287ENVO:03600061shipwreck
288ENVO:01001665soil cryoturbate
289ENVO:03501182clinic
290ENVO:00000329phreatic zone
291ENVO:00000529beach ridge
292ENVO:00000277dry lake
293ENVO:01000985fairground
294ENVO:01000937impromptu campground
295ENVO:00000336doline karst
296ENVO:00000158causeway
297ENVO:00000536moatan
298ENVO:00002226borehole
299ENVO:01000334talus slope
300ENVO:01000362inflationary cave
301ENVO:03501117transport hub
302ENVO:01000670vein
303ENVO:03600090alcohol fermentation pit
304ENVO:00002199sandy beach
305ENVO:01000526sedimentary intrusion
306ENVO:03501199dry market
307ENVO:00000083hill
308ENVO:00000372pyroclastic shield volcano
309ENVO:00000074dam
310ENVO:00000253scroll plane
311ENVO:00000496rill
312ENVO:00000146snow field
313ENVO:00000567calanque
314ENVO:01000822planetary photic zone
315ENVO:00000508terrace
316ENVO:00000356pyroclastic cone
317ENVO:00000091beach
318ENVO:01001453terrestrial mountain
319ENVO:00000087cliff
320ENVO:01000737sill
321ENVO:01000521batholith
322ENVO:00000480peak
323ENVO:00000516hummock
324ENVO:00000410kipuka
325ENVO:00000444woodland clearing
326ENVO:00000390mountain spur
327ENVO:00000129stream valley
328ENVO:03600003drinking water pipeline network
329ENVO:03600012oil pipeline network
330ENVO:00000179mesa
331ENVO:03600066halite
332ENVO:01001279sidewalk
333ENVO:00000563pier
334ENVO:00000169canyon
335ENVO:03000144planetary cryosphere
336ENVO:00000297paddy field
337ENVO:01001874poultry hatchery
338ENVO:01000923petting zoo
339ENVO:03501118public transport hub
340ENVO:03501205private prison
341ENVO:01000806nebula
342ENVO:03600091clay fermentation pit
343ENVO:01000439andesitic volcano
344ENVO:00000422limestone pavement
345ENVO:00002000slope
346ENVO:01000366talus cave
347ENVO:00000548gravel field
348ENVO:00000287butte
349ENVO:00000558diversionary dam
350ENVO:00000283ridge
351ENVO:01001490intrusion
352ENVO:00000026well
353ENVO:01001150protoplanetary disk
354ENVO:01000505salt dome
355ENVO:00000334syngenetic karst
356ENVO:00000533landfill
357ENVO:00002167platinum mine
358ENVO:00000170dune
359ENVO:03501255water trough
360ENVO:00000174isthmus
361ENVO:01001278concrete road
362ENVO:00000244abyssal plain
363ENVO:00000281fault escarpment
364ENVO:01000735lopolith
365ENVO:00000414natural arch
366ENVO:00000465natural harbor
367ENVO:03501338human nursery
368ENVO:01001870gas well
369ENVO:00000461pseudocrater
370ENVO:00000256floodway
371ENVO:00000515road cut
372ENVO:01001871pit
373ENVO:01000294crevice
374ENVO:01000359limestone cave
375ENVO:00000182plateau
376ENVO:00000564archeological site
377ENVO:02000141refinery
378ENVO:00000471flood control dam
379ENVO:00000434outwash fan
380ENVO:01001491flattened elevation
381ENVO:01000863overflow structure
382ENVO:00000332doline
383ENVO:00000417machair
384ENVO:00000324outflow cave
385ENVO:00000524abandoned watercourse
'" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "execution_count": 25 - }, { "metadata": {}, "cell_type": "code", diff --git a/notebooks/sels_targets_remaining.tsv b/notebooks/sels_targets_remaining.tsv new file mode 100644 index 00000000..72ada0b8 --- /dev/null +++ b/notebooks/sels_targets_remaining.tsv @@ -0,0 +1,386 @@ +ENVO:01000518 diapir +ENVO:00000403 shield volcano +ENVO:01001111 fossil worm burrow +ENVO:00010624 botanical garden +ENVO:01000731 igneous extrusion +ENVO:00000302 rift valley +ENVO:03500001 playground +ENVO:00000100 valley +ENVO:01001151 proplyd +ENVO:01001773 thrust fault +ENVO:00000265 guyot +ENVO:00000464 artificial harbor +ENVO:00000407 subglacial volcano +ENVO:00000530 apron +ENVO:00005745 allotment garden +ENVO:03501358 processing line +ENVO:00000064 road +ENVO:01001071 impact crater +ENVO:01000413 old plant +ENVO:01000348 maize field +ENVO:01000450 salt glacier +ENVO:03500002 public park +ENVO:00000391 land bridge +ENVO:01000443 salt mass +ENVO:00000436 tunnel valley +ENVO:00010625 zoological garden +ENVO:00000432 monadnock +ENVO:01000002 water well +ENVO:01000275 structural basin +ENVO:03501244 Bailey bridge +ENVO:03600087 greenhouse +ENVO:01000440 dacitic volcano +ENVO:03600033 residential backyard +ENVO:00000245 maar +ENVO:03501238 hillock +ENVO:03501249 suspension bridge +ENVO:00000311 kettle +ENVO:00000555 check dam +ENVO:01000736 phacolith +ENVO:00000247 volcano +ENVO:01000522 latrine pit +ENVO:01001538 frost-formed hummock +ENVO:00000478 range of mounts +ENVO:02000157 municipal landfill +ENVO:00000289 horst +ENVO:00000413 pingo +ENVO:00000468 hydroelectric dam +ENVO:00000421 wave-cut platform +ENVO:00000438 alas +ENVO:01000649 trench +ENVO:00002185 oil reservoir +ENVO:00000046 hedge +ENVO:03600039 fermentation pit +ENVO:01000360 solutional cave +ENVO:01001481 public prison +ENVO:03600020 tailings dam +ENVO:01000468 fence +ENVO:01000424 patio +ENVO:02000133 nuclear reactor +ENVO:00000127 badland +ENVO:00000335 polygonal karst +ENVO:00000257 flood fringe +ENVO:03600068 ice wedge +ENVO:03500004 bike path +ENVO:02000143 sugar refinery +ENVO:00000304 shore +ENVO:02000135 fast neutron reactor +ENVO:00000081 mountain +ENVO:01001873 hatchery +ENVO:01000333 hillside +ENVO:03501351 ground transport +ENVO:00000082 hill range +ENVO:00000066 man-made tunnel +ENVO:00009726 strand crack +ENVO:00000011 garden +ENVO:00000560 nuclear weapons test site +ENVO:00000071 fault cave +ENVO:06105012 biota +ENVO:01000632 chonolith +ENVO:03600032 embankment dam +ENVO:00000096 caldera +ENVO:00000357 lock +ENVO:00002061 oil spill +ENVO:00000250 medial moraine +ENVO:01000364 glacier cave +ENVO:00000068 tunnel +ENVO:00000076 mine +ENVO:00000075 bridge +ENVO:00000284 quarry +ENVO:00000481 pinnacle +ENVO:01000352 field +ENVO:00000526 cliff cleft +ENVO:00000561 military training area +ENVO:00000371 complex volcano +ENVO:00000181 nunatak +ENVO:01000466 boundary wall +ENVO:00000499 trough +ENVO:03600076 waste stabilization pond +ENVO:01001280 driveway +ENVO:01000446 ravine +ENVO:00000084 mountain pass +ENVO:01000805 globular star cluster +ENVO:01001851 geothermally active field +ENVO:00000554 saddle dam +ENVO:01000659 igneous intrusion +ENVO:00000255 flood plain +ENVO:00000551 endorheic basin +ENVO:00000030 dead cave +ENVO:00000254 till plain +ENVO:00000370 tuya +ENVO:03600063 tube well +ENVO:01000907 feasting pit site +ENVO:00000258 alluvial plain +ENVO:01000966 private swimming pool +ENVO:00000282 esker +ENVO:00000065 railway +ENVO:01000498 pole +ENVO:00000474 cut +ENVO:00000291 drainage basin +ENVO:00000404 stratovolcano +ENVO:02000142 petroleum oil refinery +ENVO:00000080 mountain range +ENVO:00000067 cave +ENVO:01001775 blind thrust fault +ENVO:03501365 bucket conveyor +ENVO:03501212 handrail +ENVO:01000673 shear fracture +ENVO:00000460 penplain +ENVO:00000473 gravel pit +ENVO:01000780 public road +ENVO:00000553 multipurpose dam +ENVO:03501246 footbridge +ENVO:00000477 mount +ENVO:00000543 swale +ENVO:01001854 hydrothermal field +ENVO:00012411 karst cave +ENVO:01000319 rocky slope +ENVO:00000028 sand pit quarry +ENVO:00000400 cinder cone +ENVO:06105106 plastisphere +ENVO:03500003 public sports field +ENVO:03600062 fountain +ENVO:00000286 polder +ENVO:01000733 stock +ENVO:01000968 water intake +ENVO:00000259 lacustrine plain +ENVO:01001568 frost heave +ENVO:03501355 public-private prison +ENVO:02000093 uranium mine +ENVO:03501239 riverfront +ENVO:00000157 peat cut +ENVO:03600083 mofetta +ENVO:03600031 earth-filled dam +ENVO:00000295 fish hatchery +ENVO:00000184 hanging valley +ENVO:00000321 joint-plane cave +ENVO:01000943 vegetated hill +ENVO:00000110 lava tunnel +ENVO:00000542 kame +ENVO:01000664 tuff cone +ENVO:00000559 weapons test site +ENVO:00000171 river valley +ENVO:03000132 firebreak +ENVO:00000312 sandur +ENVO:01000429 burrow +ENVO:02000110 open-pit mine +ENVO:00000180 mound +ENVO:03501198 wet market +ENVO:01000361 primary cave +ENVO:00000419 stack +ENVO:00000251 ground moraine +ENVO:00000520 landslide +ENVO:00000430 dirt cone +ENVO:00002205 unexploded-ordnance dump +ENVO:02000137 nuclear power reactor +ENVO:00000249 lateral moraine +ENVO:00000086 plain +ENVO:00000381 massif +ENVO:01000671 dike +ENVO:00000433 kame terrace +ENVO:03501366 screw conveyor +ENVO:01000987 market +ENVO:00000441 terracette +ENVO:00000535 weir +ENVO:00000522 canal tunnel +ENVO:03600021 tailings pond +ENVO:00000217 solfatara +ENVO:00000128 dry valley +ENVO:01000363 erosional cave +ENVO:00000437 Nye channel +ENVO:01000807 galaxy +ENVO:01000437 lava field +ENVO:00000537 boulder field +ENVO:00000440 rock shelter +ENVO:00000177 moraine +ENVO:00000401 spatter cone +ENVO:00002169 coal mine +ENVO:00000463 harbour +ENVO:00000562 park +ENVO:00000293 continental divide +ENVO:03501282 hangar +ENVO:03501336 place of worship +ENVO:03600093 artificial satellite +ENVO:00000089 inland cliff +ENVO:00002168 gold mine +ENVO:01000967 public swimming pool +ENVO:00000323 live cave +ENVO:03600014 pipeline network +ENVO:00010442 midden +ENVO:03501309 booth +ENVO:00000545 shingle beach +ENVO:03000117 channel +ENVO:01000419 domestic garden +ENVO:00000350 somma volcano +ENVO:00000195 sinkhole +ENVO:00000325 polje +ENVO:01001281 paved parking lot +ENVO:00000280 escarpment +ENVO:00010358 fomite +ENVO:00000514 crater +ENVO:0010162 dry stream valley +ENVO:00000248 glacial valley +ENVO:01000732 clastic dike +ENVO:01001104 rift zone +ENVO:01000365 ice cave +ENVO:00000290 graben +ENVO:00004683 karst field +ENVO:06105110 manufactured plastisphere +ENVO:01000302 outcrop +ENVO:03501247 humpback bridge +ENVO:03501248 overpass +ENVO:01000525 rock intrusion +ENVO:01000278 pingo scar +ENVO:01000935 campground +ENVO:00000122 track +ENVO:00000556 wing dam +ENVO:00000308 dune slack +ENVO:00000402 mud volcano +ENVO:01000367 anchialine cave +ENVO:03600053 yard +ENVO:03000143 cryosphere +ENVO:00000313 blowout +ENVO:01000369 vadose cave +ENVO:00000216 fumarole +ENVO:00000470 irrigation dam +ENVO:01001489 spur +ENVO:03501367 pneumatic conveyor +ENVO:02000134 thermal nuclear reactor +ENVO:00000252 terminal moraine +ENVO:00000439 dell +ENVO:01001173 sacred site +ENVO:00000333 subjacent karst +ENVO:01000983 technosphere +ENVO:0010163 dry river valley +ENVO:01000936 dedicated campground +ENVO:01001357 desert +ENVO:01000779 public infrastructure +ENVO:00000292 watershed +ENVO:00000527 interfluve +ENVO:00000263 fissure cave +ENVO:00000411 ford +ENVO:00000276 drumlin +ENVO:00000175 karst +ENVO:03501122 airport +ENVO:00000429 arete +ENVO:01000820 pedosphere +ENVO:00000557 dry dam +ENVO:00000320 crevasse +ENVO:00000521 rockfall +ENVO:00000310 meteor impact crater +ENVO:00000399 ash cone +ENVO:01000414 young plant +ENVO:01000734 laccolith +ENVO:02000092 iron mine +ENVO:01000674 microfracture +ENVO:03501245 drawbridge +ENVO:00000431 drumlin field +ENVO:03600080 industrial park +ENVO:03501250 swing bridge +ENVO:00000418 ria +ENVO:02000144 natural gas processing plant +ENVO:03501281 bowling alley +ENVO:01000003 oil well +ENVO:00000155 cirque +ENVO:00000031 wadi +ENVO:01000332 gravelly slope +ENVO:00000001 bedding-plane cave +ENVO:03600061 shipwreck +ENVO:01001665 soil cryoturbate +ENVO:03501182 clinic +ENVO:00000329 phreatic zone +ENVO:00000529 beach ridge +ENVO:00000277 dry lake +ENVO:01000985 fairground +ENVO:01000937 impromptu campground +ENVO:00000336 doline karst +ENVO:00000158 causeway +ENVO:00000536 moatan +ENVO:00002226 borehole +ENVO:01000334 talus slope +ENVO:01000362 inflationary cave +ENVO:03501117 transport hub +ENVO:01000670 vein +ENVO:03600090 alcohol fermentation pit +ENVO:00002199 sandy beach +ENVO:01000526 sedimentary intrusion +ENVO:03501199 dry market +ENVO:00000083 hill +ENVO:00000372 pyroclastic shield volcano +ENVO:00000074 dam +ENVO:00000253 scroll plane +ENVO:00000496 rill +ENVO:00000146 snow field +ENVO:00000567 calanque +ENVO:01000822 planetary photic zone +ENVO:00000508 terrace +ENVO:00000356 pyroclastic cone +ENVO:00000091 beach +ENVO:01001453 terrestrial mountain +ENVO:00000087 cliff +ENVO:01000737 sill +ENVO:01000521 batholith +ENVO:00000480 peak +ENVO:00000516 hummock +ENVO:00000410 kipuka +ENVO:00000444 woodland clearing +ENVO:00000390 mountain spur +ENVO:00000129 stream valley +ENVO:03600003 drinking water pipeline network +ENVO:03600012 oil pipeline network +ENVO:00000179 mesa +ENVO:03600066 halite +ENVO:01001279 sidewalk +ENVO:00000563 pier +ENVO:00000169 canyon +ENVO:03000144 planetary cryosphere +ENVO:00000297 paddy field +ENVO:01001874 poultry hatchery +ENVO:01000923 petting zoo +ENVO:03501118 public transport hub +ENVO:03501205 private prison +ENVO:01000806 nebula +ENVO:03600091 clay fermentation pit +ENVO:01000439 andesitic volcano +ENVO:00000422 limestone pavement +ENVO:00002000 slope +ENVO:01000366 talus cave +ENVO:00000548 gravel field +ENVO:00000287 butte +ENVO:00000558 diversionary dam +ENVO:00000283 ridge +ENVO:01001490 intrusion +ENVO:00000026 well +ENVO:01001150 protoplanetary disk +ENVO:01000505 salt dome +ENVO:00000334 syngenetic karst +ENVO:00000533 landfill +ENVO:00002167 platinum mine +ENVO:00000170 dune +ENVO:03501255 water trough +ENVO:00000174 isthmus +ENVO:01001278 concrete road +ENVO:00000244 abyssal plain +ENVO:00000281 fault escarpment +ENVO:01000735 lopolith +ENVO:00000414 natural arch +ENVO:00000465 natural harbor +ENVO:03501338 human nursery +ENVO:01001870 gas well +ENVO:00000461 pseudocrater +ENVO:00000256 floodway +ENVO:00000515 road cut +ENVO:01001871 pit +ENVO:01000294 crevice +ENVO:01000359 limestone cave +ENVO:00000182 plateau +ENVO:00000564 archeological site +ENVO:02000141 refinery +ENVO:00000471 flood control dam +ENVO:00000434 outwash fan +ENVO:01001491 flattened elevation +ENVO:01000863 overflow structure +ENVO:00000332 doline +ENVO:00000417 machair +ENVO:00000324 outflow cave +ENVO:00000524 abandoned watercourse From 83da5db06a2c70d4907d76dadeb9a09bc1c8e9df Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 16:22:50 -0400 Subject: [PATCH 07/22] sem tsv --- ...t_google_sheets_soil_env_broad_scale.ipynb | 13 --- ...t_google_sheets_soil_env_local_scale.ipynb | 35 ------- .../post_google_sheets_soil_env_medium.ipynb | 95 ++++++++++--------- notebooks/sem_relations_string_dists.tsv | 87 +++++++++++++++++ 4 files changed, 138 insertions(+), 92 deletions(-) create mode 100644 notebooks/sem_relations_string_dists.tsv diff --git a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb index 03a31126..a8520c41 100644 --- a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb @@ -146,19 +146,6 @@ ], "execution_count": 35 }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.261720Z", - "start_time": "2024-10-31T17:01:36.258373Z" - } - }, - "cell_type": "code", - "source": "# pprint.pprint(targets) just curies!", - "id": "184f0c7fb5223b3f", - "outputs": [], - "execution_count": 36 - }, { "metadata": { "ExecuteTime": { diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/post_google_sheets_soil_env_local_scale.ipynb index fa94c6e9..f1cef3e3 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_local_scale.ipynb @@ -327,25 +327,6 @@ "outputs": [], "execution_count": 13 }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T19:26:11.088759Z", - "start_time": "2024-10-31T19:26:11.085642Z" - } - }, - "cell_type": "code", - "source": [ - "# # write the remaining targets and their labels to a tsv file \n", - "# #\n", - "# with open(\"sels_targets_depletion_remaining.tsv\", \"w\") as f:\n", - "# for t in targets:\n", - "# f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" - ], - "id": "1b3845003ad19baf", - "outputs": [], - "execution_count": 14 - }, { "metadata": { "ExecuteTime": { @@ -442,22 +423,6 @@ "id": "7ed61cab5db223d9", "outputs": [], "execution_count": 21 - }, - { - "metadata": {}, - "cell_type": "code", - "outputs": [], - "execution_count": null, - "source": "", - "id": "99621e934cafc942" - }, - { - "metadata": {}, - "cell_type": "code", - "outputs": [], - "execution_count": null, - "source": "", - "id": "674cc0e16f30c238" } ], "metadata": { diff --git a/notebooks/post_google_sheets_soil_env_medium.ipynb b/notebooks/post_google_sheets_soil_env_medium.ipynb index a858dfc5..3cee9cc8 100644 --- a/notebooks/post_google_sheets_soil_env_medium.ipynb +++ b/notebooks/post_google_sheets_soil_env_medium.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.450024Z", - "start_time": "2024-10-31T16:49:41.449307Z" + "end_time": "2024-10-31T20:18:22.394501Z", + "start_time": "2024-10-31T20:18:18.917156Z" } }, "source": [ @@ -25,7 +25,8 @@ "import matplotlib.pyplot as plt\n", "\n", "import textwrap\n", - "import random" + "import random\n", + "import csv" ], "outputs": [], "execution_count": 1 @@ -33,8 +34,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.457828Z", - "start_time": "2024-10-31T16:49:45.454578Z" + "end_time": "2024-10-31T20:18:22.402067Z", + "start_time": "2024-10-31T20:18:22.398491Z" } }, "cell_type": "code", @@ -46,8 +47,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.518358Z", - "start_time": "2024-10-31T16:49:45.515457Z" + "end_time": "2024-10-31T20:18:22.464080Z", + "start_time": "2024-10-31T20:18:22.461075Z" } }, "cell_type": "code", @@ -59,8 +60,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.562268Z", - "start_time": "2024-10-31T16:49:45.559134Z" + "end_time": "2024-10-31T20:18:22.506783Z", + "start_time": "2024-10-31T20:18:22.503828Z" } }, "cell_type": "code", @@ -72,8 +73,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.638514Z", - "start_time": "2024-10-31T16:49:45.606704Z" + "end_time": "2024-10-31T20:18:22.581727Z", + "start_time": "2024-10-31T20:18:22.550692Z" } }, "cell_type": "code", @@ -85,8 +86,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.657594Z", - "start_time": "2024-10-31T16:49:45.654499Z" + "end_time": "2024-10-31T20:18:22.601457Z", + "start_time": "2024-10-31T20:18:22.598509Z" } }, "cell_type": "code", @@ -98,8 +99,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.765024Z", - "start_time": "2024-10-31T16:49:45.700358Z" + "end_time": "2024-10-31T20:18:22.713890Z", + "start_time": "2024-10-31T20:18:22.646180Z" } }, "cell_type": "code", @@ -131,8 +132,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.810539Z", - "start_time": "2024-10-31T16:49:45.774167Z" + "end_time": "2024-10-31T20:18:22.760667Z", + "start_time": "2024-10-31T20:18:22.724008Z" } }, "cell_type": "code", @@ -162,8 +163,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.821834Z", - "start_time": "2024-10-31T16:49:45.818975Z" + "end_time": "2024-10-31T20:18:22.774094Z", + "start_time": "2024-10-31T20:18:22.770513Z" } }, "cell_type": "code", @@ -175,8 +176,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.866356Z", - "start_time": "2024-10-31T16:49:45.863312Z" + "end_time": "2024-10-31T20:18:22.817640Z", + "start_time": "2024-10-31T20:18:22.813833Z" } }, "cell_type": "code", @@ -188,8 +189,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.914546Z", - "start_time": "2024-10-31T16:49:45.910160Z" + "end_time": "2024-10-31T20:18:22.864132Z", + "start_time": "2024-10-31T20:18:22.860732Z" } }, "cell_type": "code", @@ -201,8 +202,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:45.963693Z", - "start_time": "2024-10-31T16:49:45.960639Z" + "end_time": "2024-10-31T20:18:22.910559Z", + "start_time": "2024-10-31T20:18:22.907478Z" } }, "cell_type": "code", @@ -214,8 +215,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:46.016324Z", - "start_time": "2024-10-31T16:49:46.013087Z" + "end_time": "2024-10-31T20:18:22.958485Z", + "start_time": "2024-10-31T20:18:22.954926Z" } }, "cell_type": "code", @@ -227,8 +228,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:48.210945Z", - "start_time": "2024-10-31T16:49:46.068919Z" + "end_time": "2024-10-31T20:18:25.025661Z", + "start_time": "2024-10-31T20:18:23.002967Z" } }, "cell_type": "code", @@ -260,8 +261,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:48.225391Z", - "start_time": "2024-10-31T16:49:48.221746Z" + "end_time": "2024-10-31T20:18:25.038847Z", + "start_time": "2024-10-31T20:18:25.035156Z" } }, "cell_type": "code", @@ -299,8 +300,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:48.293864Z", - "start_time": "2024-10-31T16:49:48.280846Z" + "end_time": "2024-10-31T20:18:25.084697Z", + "start_time": "2024-10-31T20:18:25.080239Z" } }, "cell_type": "code", @@ -342,8 +343,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:48.343080Z", - "start_time": "2024-10-31T16:49:48.340392Z" + "end_time": "2024-10-31T20:18:25.135124Z", + "start_time": "2024-10-31T20:18:25.131941Z" } }, "cell_type": "code", @@ -355,8 +356,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:48.657569Z", - "start_time": "2024-10-31T16:49:48.389961Z" + "end_time": "2024-10-31T20:18:25.442327Z", + "start_time": "2024-10-31T20:18:25.179410Z" } }, "cell_type": "code", @@ -394,8 +395,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:49.160383Z", - "start_time": "2024-10-31T16:49:48.670234Z" + "end_time": "2024-10-31T20:18:25.939528Z", + "start_time": "2024-10-31T20:18:25.454123Z" } }, "cell_type": "code", @@ -456,7 +457,7 @@ "text/plain": [ "
" ], - "image/png": 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" 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" }, "metadata": {}, "output_type": "display_data" @@ -467,15 +468,21 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T16:49:49.176453Z", - "start_time": "2024-10-31T16:49:49.173972Z" + "end_time": "2024-10-31T20:20:54.377868Z", + "start_time": "2024-10-31T20:20:54.373248Z" } }, "cell_type": "code", - "source": "", + "source": [ + "\n", + "with open(\"sem_relations_string_dists.tsv\", mode=\"w\", newline=\"\") as file:\n", + " writer = csv.DictWriter(file, fieldnames=filtered_data[0].keys(), delimiter=\"\\t\")\n", + " writer.writeheader()\n", + " writer.writerows(filtered_data)" + ], "id": "7ed61cab5db223d9", "outputs": [], - "execution_count": null + "execution_count": 21 } ], "metadata": { diff --git a/notebooks/sem_relations_string_dists.tsv b/notebooks/sem_relations_string_dists.tsv new file mode 100644 index 00000000..5a67d77d --- /dev/null +++ b/notebooks/sem_relations_string_dists.tsv @@ -0,0 +1,87 @@ +s slab p plab p_lab_or_id o olab slab_olab_cosine +ENVO:00001998 soil BFO:0000050 part of part of ENVO:01000820 pedosphere 0.31622776601683794 +ENVO:00001998 soil BFO:0000051 has part has part ENVO:00002982 clay 0.25 +ENVO:00001998 soil BFO:0000051 has part has part ENVO:01000016 silt 0.75 +ENVO:00001998 soil BFO:0000051 has part has part ENVO:01000017 sand 0.25 +ENVO:00001998 soil BFO:0000051 has part has part ENVO:01000155 organic material 0.375 +ENVO:00001998 soil BFO:0000051 has part has part ENVO:01000256 mineral material 0.25 +ENVO:00001998 soil RO:0000086 has quality has quality PATO:0000984 porous 0.4082482904638631 +ENVO:00001998 soil RO:0000091 has disposition has disposition ENVO:06105304 water-holding capacity of soil 0.3651483716701107 +ENVO:00002230 anthrosol RO:0002353 output of output of ENVO:01000952 anthropisation 0.7126966450997984 +ENVO:00002236 cryosol BFO:0000050 part of part of ENVO:00000134 permafrost 0.35856858280031806 +ENVO:00002258 loam RO:0000053 has characteristic has characteristic ENVO:06105271 soil texture 0.2886751345948129 +ENVO:00002259 agricultural soil BFO:0000050 part of part of ENVO:00000077 agricultural ecosystem 0.7756315349925288 +ENVO:00002260 dune soil BFO:0000050 part of part of ENVO:00000170 dune 0.6666666666666666 +ENVO:00002261 forest soil RO:0001025 located in located in ENVO:00000111 forested area 0.5853694070049635 +ENVO:00002262 clay soil RO:0002473 composed primarily of composed primarily of ENVO:00002982 clay 0.6666666666666666 +ENVO:00002263 garden soil BFO:0000050 part of part of ENVO:00000011 garden 0.7385489458759964 +ENVO:00002263 garden soil RO:0001025 located in located in ENVO:00000011 garden 0.7385489458759964 +ENVO:00002275 technosol BFO:0000050 part of part of ENVO:01000983 technosphere 0.6735753140545634 +ENVO:00002871 alluvial soil RO:0002353 output of output of ENVO:01001346 erosion 0.3144854510165755 +ENVO:00002871 alluvial soil RO:0002354 formed as result of formed as result of ENVO:01000982 water flow process 0.3268602252303067 +ENVO:00002871 alluvial soil RO:0002354 formed as result of formed as result of ENVO:01001346 erosion 0.3144854510165755 +ENVO:00005740 paddy field soil BFO:0000050 part of part of ENVO:00000297 paddy field 0.82915619758885 +ENVO:00005743 roadside soil RO:0001025 located in located in ENVO:01000447 roadside 0.7844645405527362 +ENVO:00005744 allotment garden soil BFO:0000050 part of part of ENVO:00005745 allotment garden 0.8728715609439696 +ENVO:00005746 savanna soil RO:0001025 located in located in ENVO:00000261 savanna 0.7637626158259734 +ENVO:00005747 compost soil RO:0001000 derives from derives from ENVO:00002170 compost 0.7637626158259734 +ENVO:00005748 dry soil RO:0000086 has quality has quality PATO:0001824 dry 0.6123724356957946 +ENVO:00005750 grassland soil RO:0001025 located in located in ENVO:00000106 grassland area 0.7142857142857143 +ENVO:00005755 field soil BFO:0000050 part of part of ENVO:00000114 agricultural field 0.5962847939999439 +ENVO:00005758 alluvial swamp soil BFO:0000050 part of part of ENVO:00000233 swamp ecosystem 0.47387910220727386 +ENVO:00005760 burned soil RO:0002353 output of output of ENVO:01000839 combustion process 0.6396021490668313 +ENVO:00005761 meadow soil BFO:0000050 part of part of ENVO:00000108 meadow ecosystem 0.6784005252999682 +ENVO:00005764 pond soil RO:0002220 adjacent to adjacent to ENVO:00000033 pond 0.6666666666666666 +ENVO:00005769 mountain forest soil BFO:0000050 part of part of ENVO:00000081 mountain 0.6324555320336759 +ENVO:00005771 muddy soil RO:0002473 composed primarily of composed primarily of ENVO:01000001 mud 0.5477225575051661 +ENVO:00005772 orchard soil BFO:0000050 part of part of ENVO:00000115 orchard 0.7637626158259734 +ENVO:00005772 orchard soil RO:0001025 located in located in ENVO:00000115 orchard 0.7637626158259734 +ENVO:00005773 pasture soil RO:0001025 located in located in ENVO:00000266 pasture 0.7637626158259734 +ENVO:00005777 steppe soil RO:0001025 located in located in ENVO:00000262 steppe 0.7385489458759964 +ENVO:00005786 upland soil BFO:0000050 part of part of ENVO:00000176 elevated landform 0.5118906968889915 +ENVO:00005788 rubber plantation soil BFO:0000050 part of part of ENVO:00000164 rubber plantation 0.8790490729915326 +ENVO:01001185 acidic soil RO:0000086 has quality has quality PATO:0001429 acidic 0.7385489458759964 +ENVO:01001525 hard-frozen soil BFO:0000051 has part has part ENVO:01000277 water ice 0.4166666666666667 +ENVO:01001525 hard-frozen soil RO:0000086 has quality has quality PATO:0000386 hard 0.5 +ENVO:01001526 frozen soil BFO:0000050 part of part of ENVO:01001524 frozen land 0.7272727272727273 +ENVO:01001526 frozen soil RO:0000086 has quality has quality PATO:0001985 frozen 0.7385489458759964 +ENVO:01001527 plastic-frozen soil BFO:0000051 has part has part ENVO:00002006 liquid water 0.5298129428260175 +ENVO:01001528 friable-frozen soil BFO:0000051 has part has part ENVO:01000277 water ice 0.45883146774112354 +ENVO:01001528 friable-frozen soil RO:0000086 has quality has quality PATO:0000386 hard 0.22941573387056174 +ENVO:01001616 bare soil RO:0002220 adjacent to adjacent to ENVO:01000540 troposphere 0.40201512610368484 +ENVO:02000138 mangrove biome soil RO:0001025 located in located in ENVO:01000181 mangrove biome 0.8583950752789522 +ENVO:06105205 compacted soil RO:0000086 has quality has quality PATO:0001485 condensed 0.44543540318737396 +ENVO:00000044 peatland RO:0002473 composed primarily of composed primarily of ENVO:00005774 peat soil 0.5892556509887896 +ENVO:00000258 alluvial plain RO:0002473 composed primarily of composed primarily of ENVO:00002871 alluvial soil 0.8153742483272113 +ENVO:00000314 alluvial fan RO:0002473 composed primarily of composed primarily of ENVO:00002871 alluvial soil 0.7205766921228921 +ENVO:00000413 pingo ENVO:01001307 partially_surrounded_by partially_surrounded_by ENVO:00001998 soil 0.4472135954999579 +ENVO:00005776 peaty paddy field soil ENVO:02000200 has increased levels of has increased levels of ENVO:00005774 peat soil 0.6396021490668313 +ENVO:00005801 rhizosphere BFO:0000050 part of part of ENVO:00001998 soil 0.45226701686664544 +ENVO:01000001 mud BFO:0000051 has part has part ENVO:00001998 soil 0.0 +ENVO:01000698 debris flow RO:0000057 has participant has participant ENVO:00001998 soil 0.6030226891555273 +ENVO:01000706 soil erosion RO:0000057 has participant has participant ENVO:00001998 soil 0.5773502691896258 +ENVO:01000820 pedosphere RO:0002473 composed primarily of composed primarily of ENVO:00001998 soil 0.31622776601683794 +ENVO:01001044 soil environment RO:0002507 determined by determined by ENVO:00001998 soil 0.5 +ENVO:01001664 cryoturbation of soil RO:0000057 has participant has participant ENVO:00001998 soil 0.4364357804719848 +ENVO:02000122 peat drainage BFO:0000066 occurs in occurs in ENVO:00005774 peat soil 0.554700196225229 +ENVO:02500038 soil pollution BFO:0000066 occurs in occurs in ENVO:00001998 soil 0.5345224838248488 +ENVO:03000008 compaction process RO:0002234 has output has output ENVO:06105205 compacted soil 0.7559289460184544 +ENVO:04000008 soil organic matter BFO:0000050 part of part of ENVO:00001998 soil 0.4588314677411235 +ENVO:04000011 bare soil surface layer RO:0002473 composed primarily of composed primarily of ENVO:01001616 bare soil 0.6255432421712243 +ENVO:06105232 soil albedo RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.6030226891555273 +ENVO:06105241 soil drainage BFO:0000066 occurs in occurs in ENVO:00001998 soil 0.5547001962252291 +ENVO:06105266 soil layer RO:0002473 composed primarily of composed primarily of ENVO:00001998 soil 0.6324555320336759 +ENVO:06105271 soil texture RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5773502691896258 +ENVO:06105272 loamy sand BFO:0000051 has part has part ENVO:00002258 loam 0.6324555320336759 +ENVO:06105304 water-holding capacity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.3651483716701107 +ENVO:09000028 evaporation of liquid water in soil BFO:0000066 occurs in occurs in ENVO:00001998 soil 0.3380617018914066 +ENVO:09200005 mass density of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.4472135954999579 +ENVO:09200009 structure of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.48507125007266594 +ENVO:09200010 acidity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5163977794943222 +ENVO:09200012 temperature of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.4588314677411235 +ENVO:09200013 wetness of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5163977794943222 +ENVO:09200015 humidity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5 +ENVO:09200016 conductivity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.4472135954999579 +ENVO:09200021 color of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5547001962252291 +ENVO:09200029 thickness of topsoil RO:0000052 characteristic of characteristic of ENVO:02000059 surface soil 0.5809475019311126 +ENVO:2000008 lignite RO:0001000 derives from derives from ENVO:00005774 peat soil 0.5039526306789696 From 0eb37b655934e9ce781a94f3f174e4a2a75e2ee6 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 16:26:04 -0400 Subject: [PATCH 08/22] tsvs for everything except sems --- ...t_google_sheets_soil_env_broad_scale.ipynb | 13 +++-- notebooks/sebs.tsv | 52 +++++++++++++++++++ 2 files changed, 61 insertions(+), 4 deletions(-) create mode 100644 notebooks/sebs.tsv diff --git a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb index a8520c41..3c27affe 100644 --- a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb @@ -243,15 +243,20 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.412757Z", - "start_time": "2024-10-31T17:01:36.410431Z" + "end_time": "2024-10-31T20:24:38.334021Z", + "start_time": "2024-10-31T20:24:38.311740Z" } }, "cell_type": "code", - "source": "", + "source": [ + "\n", + "with open(\"sebs.tsv\", \"w\") as f:\n", + " for t in targets:\n", + " f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" + ], "id": "1f3ef3ee6f2f671f", "outputs": [], - "execution_count": null + "execution_count": 39 } ], "metadata": { diff --git a/notebooks/sebs.tsv b/notebooks/sebs.tsv new file mode 100644 index 00000000..58fdf9d8 --- /dev/null +++ b/notebooks/sebs.tsv @@ -0,0 +1,52 @@ +ENVO:01000250 subpolar coniferous forest biome +ENVO:01000189 temperate savanna biome +ENVO:01000197 broadleaf forest biome +ENVO:01000208 mediterranean woodland biome +ENVO:01000222 subtropical woodland biome +ENVO:01000192 tropical grassland biome +ENVO:01000188 tropical savanna biome +ENVO:01000193 temperate grassland biome +ENVO:01000199 mediterranean forest biome +ENVO:01000219 anthropogenic terrestrial biome +ENVO:01000174 forest biome +ENVO:01000178 savanna biome +ENVO:01000245 cropland biome +ENVO:01000213 subtropical shrubland biome +ENVO:01000195 flooded grassland biome +ENVO:01000247 rangeland biome +ENVO:01000229 mediterranean savanna biome +ENVO:01000209 subtropical coniferous forest biome +ENVO:01000225 subtropical dry broadleaf forest biome +ENVO:01000224 mediterranean grassland biome +ENVO:00000446 terrestrial biome +ENVO:01000180 tundra biome +ENVO:01000212 temperate mixed forest biome +ENVO:01000187 subtropical savanna biome +ENVO:01000200 tropical broadleaf forest biome +ENVO:01000201 subtropical broadleaf forest biome +ENVO:01000214 tropical shrubland biome +ENVO:01000218 xeric shrubland biome +ENVO:01000215 temperate shrubland biome +ENVO:01000226 subtropical moist broadleaf forest biome +ENVO:01000227 tropical dry broadleaf forest biome +ENVO:01000211 temperate coniferous forest biome +ENVO:01001798 tropical mixed forest biome +ENVO:01000221 temperate woodland biome +ENVO:01000210 tropical coniferous forest biome +ENVO:01000202 temperate broadleaf forest biome +ENVO:01000228 tropical moist broadleaf forest biome +ENVO:01000175 woodland biome +ENVO:01000196 coniferous forest biome +ENVO:01000194 montane grassland biome +ENVO:01000223 montane savanna biome +ENVO:01000177 grassland biome +ENVO:01000176 shrubland biome +ENVO:01000216 montane shrubland biome +ENVO:01000190 flooded savanna biome +ENVO:01001505 alpine tundra biome +ENVO:01001369 tidal mangrove shrubland +ENVO:01000198 mixed forest biome +ENVO:01000181 mangrove biome +ENVO:01000191 subtropical grassland biome +ENVO:01000220 tropical woodland biome +ENVO:01000217 mediterranean shrubland biome From f5ff9b777320d943f0969ed9fa02b382ebf3e369 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Thu, 31 Oct 2024 16:57:27 -0400 Subject: [PATCH 09/22] relevant relations over relevant classes --- .../post_google_sheets_soil_env_medium.ipynb | 691 ++++++++++++++++-- 1 file changed, 619 insertions(+), 72 deletions(-) diff --git a/notebooks/post_google_sheets_soil_env_medium.ipynb b/notebooks/post_google_sheets_soil_env_medium.ipynb index 3cee9cc8..4450d739 100644 --- a/notebooks/post_google_sheets_soil_env_medium.ipynb +++ b/notebooks/post_google_sheets_soil_env_medium.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.394501Z", - "start_time": "2024-10-31T20:18:18.917156Z" + "end_time": "2024-10-31T20:54:05.126293Z", + "start_time": "2024-10-31T20:54:01.860406Z" } }, "source": [ @@ -34,8 +34,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.402067Z", - "start_time": "2024-10-31T20:18:22.398491Z" + "end_time": "2024-10-31T20:54:05.969560Z", + "start_time": "2024-10-31T20:54:05.960531Z" } }, "cell_type": "code", @@ -47,8 +47,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.464080Z", - "start_time": "2024-10-31T20:18:22.461075Z" + "end_time": "2024-10-31T20:54:06.418762Z", + "start_time": "2024-10-31T20:54:06.415276Z" } }, "cell_type": "code", @@ -60,8 +60,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.506783Z", - "start_time": "2024-10-31T20:18:22.503828Z" + "end_time": "2024-10-31T20:54:06.878366Z", + "start_time": "2024-10-31T20:54:06.875281Z" } }, "cell_type": "code", @@ -73,8 +73,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.581727Z", - "start_time": "2024-10-31T20:18:22.550692Z" + "end_time": "2024-10-31T20:54:07.379653Z", + "start_time": "2024-10-31T20:54:07.349049Z" } }, "cell_type": "code", @@ -86,8 +86,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.601457Z", - "start_time": "2024-10-31T20:18:22.598509Z" + "end_time": "2024-10-31T20:54:07.788228Z", + "start_time": "2024-10-31T20:54:07.779695Z" } }, "cell_type": "code", @@ -99,8 +99,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.713890Z", - "start_time": "2024-10-31T20:18:22.646180Z" + "end_time": "2024-10-31T20:54:08.373993Z", + "start_time": "2024-10-31T20:54:08.284018Z" } }, "cell_type": "code", @@ -132,8 +132,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.760667Z", - "start_time": "2024-10-31T20:18:22.724008Z" + "end_time": "2024-10-31T20:54:09.307777Z", + "start_time": "2024-10-31T20:54:09.239210Z" } }, "cell_type": "code", @@ -163,8 +163,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.774094Z", - "start_time": "2024-10-31T20:18:22.770513Z" + "end_time": "2024-10-31T20:54:10.238542Z", + "start_time": "2024-10-31T20:54:10.228794Z" } }, "cell_type": "code", @@ -176,8 +176,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.817640Z", - "start_time": "2024-10-31T20:18:22.813833Z" + "end_time": "2024-10-31T20:54:11.007089Z", + "start_time": "2024-10-31T20:54:11.003609Z" } }, "cell_type": "code", @@ -189,8 +189,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.864132Z", - "start_time": "2024-10-31T20:18:22.860732Z" + "end_time": "2024-10-31T20:54:11.801953Z", + "start_time": "2024-10-31T20:54:11.798790Z" } }, "cell_type": "code", @@ -202,8 +202,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.910559Z", - "start_time": "2024-10-31T20:18:22.907478Z" + "end_time": "2024-10-31T20:54:12.373069Z", + "start_time": "2024-10-31T20:54:12.369582Z" } }, "cell_type": "code", @@ -215,8 +215,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:22.958485Z", - "start_time": "2024-10-31T20:18:22.954926Z" + "end_time": "2024-10-31T20:54:13.476430Z", + "start_time": "2024-10-31T20:54:13.471068Z" } }, "cell_type": "code", @@ -228,8 +228,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:25.025661Z", - "start_time": "2024-10-31T20:18:23.002967Z" + "end_time": "2024-10-31T20:54:16.497898Z", + "start_time": "2024-10-31T20:54:14.399692Z" } }, "cell_type": "code", @@ -261,8 +261,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:25.038847Z", - "start_time": "2024-10-31T20:18:25.035156Z" + "end_time": "2024-10-31T20:54:17.314606Z", + "start_time": "2024-10-31T20:54:17.302610Z" } }, "cell_type": "code", @@ -300,8 +300,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:25.084697Z", - "start_time": "2024-10-31T20:18:25.080239Z" + "end_time": "2024-10-31T20:54:18.336975Z", + "start_time": "2024-10-31T20:54:18.322377Z" } }, "cell_type": "code", @@ -343,8 +343,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:25.135124Z", - "start_time": "2024-10-31T20:18:25.131941Z" + "end_time": "2024-10-31T20:54:19.426386Z", + "start_time": "2024-10-31T20:54:19.417094Z" } }, "cell_type": "code", @@ -356,38 +356,38 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:25.442327Z", - "start_time": "2024-10-31T20:18:25.179410Z" + "end_time": "2024-10-31T20:54:20.370883Z", + "start_time": "2024-10-31T20:54:20.055022Z" } }, "cell_type": "code", "source": [ - "# Extract the 'slab_olab_cosine' values\n", - "cosine_values = [item['slab_olab_cosine'] for item in rels_list]\n", + "mat_ent_curie = next(adapter.basic_search(\"material entity\"))\n", + "mat_ents = set(adapter.descendants(mat_ent_curie, predicates=[IS_A])) \n", + "print(len(mat_ents))\n", "\n", - "# Plot histogram with increased bins\n", - "plt.figure(figsize=(8, 5))\n", - "plt.hist(cosine_values, bins=30, color='blue', edgecolor='black')\n", + "env_mat_curie = next(adapter.basic_search(\"environmental material\"))\n", + "env_mats = set(adapter.descendants(env_mat_curie, predicates=[IS_A])) \n", + "print(len(env_mats))\n", "\n", - "# Set x-axis ticks at every 0.1 interval\n", - "plt.xticks([x / 20 for x in range(0, 21)], rotation=45)\n", + "env_sys_curie = next(adapter.basic_search(\"environmental system\"))\n", + "env_sys_s = set(adapter.descendants(env_sys_curie, predicates=[IS_A])) \n", + "print(len(env_sys_s))\n", "\n", - "plt.title(\"Histogram of slab_olab_cosine Values\")\n", - "plt.xlabel(\"slab_olab_cosine\")\n", - "plt.ylabel(\"Frequency\")\n", - "plt.show()" + "els_like = ((mat_ents - env_mats ) - env_sys_s).union(targets)\n", + "print(len(els_like))\n" ], - "id": "1e5c529fd3bc2197", + "id": "6a280644710cbd2", "outputs": [ { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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" - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "5132\n", + "1100\n", + "402\n", + "3727\n" + ] } ], "execution_count": 18 @@ -395,17 +395,569 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:18:25.939528Z", - "start_time": "2024-10-31T20:18:25.454123Z" + "end_time": "2024-10-31T20:54:21.211825Z", + "start_time": "2024-10-31T20:54:21.179569Z" } }, "cell_type": "code", "source": [ + "\n", "# Filter out items where 'p_lab_or_id' is 'rdfs:subClassOf'\n", - "filtered_data = [item for item in rels_list if item['p_lab_or_id'] != 'rdfs:subClassOf']\n", + "relations_no_subclasses = [item for item in rels_list if item['p_lab_or_id'] != 'rdfs:subClassOf']\n", + "relations_no_subclasses_useful_classes = []\n", + "for i in relations_no_subclasses:\n", + " if i['o'] in els_like and i['s'] in els_like:\n", + " relations_no_subclasses_useful_classes.append(i)\n", + " else:\n", + " pprint.pprint(i)\n" + ], + "id": "afa9937348fb2857", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'o': 'ENVO:00002982',\n", + " 'olab': 'clay',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:00001998',\n", + " 'slab': 'soil',\n", + " 'slab_olab_cosine': 0.25}\n", + "{'o': 'ENVO:01000016',\n", + " 'olab': 'silt',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:00001998',\n", + " 'slab': 'soil',\n", + " 'slab_olab_cosine': 0.75}\n", + "{'o': 'ENVO:01000017',\n", + " 'olab': 'sand',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:00001998',\n", + " 'slab': 'soil',\n", + " 'slab_olab_cosine': 0.25}\n", + "{'o': 'ENVO:01000155',\n", + " 'olab': 'organic material',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:00001998',\n", + " 'slab': 'soil',\n", + " 'slab_olab_cosine': 0.375}\n", + "{'o': 'ENVO:01000256',\n", + " 'olab': 'mineral material',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:00001998',\n", + " 'slab': 'soil',\n", + " 'slab_olab_cosine': 0.25}\n", + "{'o': 'PATO:0000984',\n", + " 'olab': 'porous',\n", + " 'p': 'RO:0000086',\n", + " 'p_lab_or_id': 'has quality',\n", + " 'plab': 'has quality',\n", + " 's': 'ENVO:00001998',\n", + " 'slab': 'soil',\n", + " 'slab_olab_cosine': 0.4082482904638631}\n", + "{'o': 'ENVO:06105304',\n", + " 'olab': 'water-holding capacity of soil',\n", + " 'p': 'RO:0000091',\n", + " 'p_lab_or_id': 'has disposition',\n", + " 'plab': 'has disposition',\n", + " 's': 'ENVO:00001998',\n", + " 'slab': 'soil',\n", + " 'slab_olab_cosine': 0.3651483716701107}\n", + "{'o': 'ENVO:01000952',\n", + " 'olab': 'anthropisation',\n", + " 'p': 'RO:0002353',\n", + " 'p_lab_or_id': 'output of',\n", + " 'plab': 'output of',\n", + " 's': 'ENVO:00002230',\n", + " 'slab': 'anthrosol',\n", + " 'slab_olab_cosine': 0.7126966450997984}\n", + "{'o': 'ENVO:00000134',\n", + " 'olab': 'permafrost',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:00002236',\n", + " 'slab': 'cryosol',\n", + " 'slab_olab_cosine': 0.35856858280031806}\n", + "{'o': 'ENVO:06105271',\n", + " 'olab': 'soil texture',\n", + " 'p': 'RO:0000053',\n", + " 'p_lab_or_id': 'has characteristic',\n", + " 'plab': 'has characteristic',\n", + " 's': 'ENVO:00002258',\n", + " 'slab': 'loam',\n", + " 'slab_olab_cosine': 0.2886751345948129}\n", + "{'o': 'ENVO:00000077',\n", + " 'olab': 'agricultural ecosystem',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:00002259',\n", + " 'slab': 'agricultural soil',\n", + " 'slab_olab_cosine': 0.7756315349925288}\n", + "{'o': 'ENVO:00002982',\n", + " 'olab': 'clay',\n", + " 'p': 'RO:0002473',\n", + " 'p_lab_or_id': 'composed primarily of',\n", + " 'plab': 'composed primarily of',\n", + " 's': 'ENVO:00002262',\n", + " 'slab': 'clay soil',\n", + " 'slab_olab_cosine': 0.6666666666666666}\n", + "{'o': 'ENVO:01001346',\n", + " 'olab': 'erosion',\n", + " 'p': 'RO:0002353',\n", + " 'p_lab_or_id': 'output of',\n", + " 'plab': 'output of',\n", + " 's': 'ENVO:00002871',\n", + " 'slab': 'alluvial soil',\n", + " 'slab_olab_cosine': 0.3144854510165755}\n", + "{'o': 'ENVO:01000982',\n", + " 'olab': 'water flow process',\n", + " 'p': 'RO:0002354',\n", + " 'p_lab_or_id': 'formed as result of',\n", + " 'plab': 'formed as result of',\n", + " 's': 'ENVO:00002871',\n", + " 'slab': 'alluvial soil',\n", + " 'slab_olab_cosine': 0.3268602252303067}\n", + "{'o': 'ENVO:01001346',\n", + " 'olab': 'erosion',\n", + " 'p': 'RO:0002354',\n", + " 'p_lab_or_id': 'formed as result of',\n", + " 'plab': 'formed as result of',\n", + " 's': 'ENVO:00002871',\n", + " 'slab': 'alluvial soil',\n", + " 'slab_olab_cosine': 0.3144854510165755}\n", + "{'o': 'ENVO:00002170',\n", + " 'olab': 'compost',\n", + " 'p': 'RO:0001000',\n", + " 'p_lab_or_id': 'derives from',\n", + " 'plab': 'derives from',\n", + " 's': 'ENVO:00005747',\n", + " 'slab': 'compost soil',\n", + " 'slab_olab_cosine': 0.7637626158259734}\n", + "{'o': 'PATO:0001824',\n", + " 'olab': 'dry',\n", + " 'p': 'RO:0000086',\n", + " 'p_lab_or_id': 'has quality',\n", + " 'plab': 'has quality',\n", + " 's': 'ENVO:00005748',\n", + " 'slab': 'dry soil',\n", + " 'slab_olab_cosine': 0.6123724356957946}\n", + "{'o': 'ENVO:00000233',\n", + " 'olab': 'swamp ecosystem',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:00005758',\n", + " 'slab': 'alluvial swamp soil',\n", + " 'slab_olab_cosine': 0.47387910220727386}\n", + "{'o': 'ENVO:01000839',\n", + " 'olab': 'combustion process',\n", + " 'p': 'RO:0002353',\n", + " 'p_lab_or_id': 'output of',\n", + " 'plab': 'output of',\n", + " 's': 'ENVO:00005760',\n", + " 'slab': 'burned soil',\n", + " 'slab_olab_cosine': 0.6396021490668313}\n", + "{'o': 'ENVO:00000108',\n", + " 'olab': 'meadow ecosystem',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:00005761',\n", + " 'slab': 'meadow soil',\n", + " 'slab_olab_cosine': 0.6784005252999682}\n", + "{'o': 'ENVO:01000001',\n", + " 'olab': 'mud',\n", + " 'p': 'RO:0002473',\n", + " 'p_lab_or_id': 'composed primarily of',\n", + " 'plab': 'composed primarily of',\n", + " 's': 'ENVO:00005771',\n", + " 'slab': 'muddy soil',\n", + " 'slab_olab_cosine': 0.5477225575051661}\n", + "{'o': 'ENVO:00000115',\n", + " 'olab': 'orchard',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:00005772',\n", + " 'slab': 'orchard soil',\n", + " 'slab_olab_cosine': 0.7637626158259734}\n", + "{'o': 'ENVO:00000115',\n", + " 'olab': 'orchard',\n", + " 'p': 'RO:0001025',\n", + " 'p_lab_or_id': 'located in',\n", + " 'plab': 'located in',\n", + " 's': 'ENVO:00005772',\n", + " 'slab': 'orchard soil',\n", + " 'slab_olab_cosine': 0.7637626158259734}\n", + "{'o': 'ENVO:00000266',\n", + " 'olab': 'pasture',\n", + " 'p': 'RO:0001025',\n", + " 'p_lab_or_id': 'located in',\n", + " 'plab': 'located in',\n", + " 's': 'ENVO:00005773',\n", + " 'slab': 'pasture soil',\n", + " 'slab_olab_cosine': 0.7637626158259734}\n", + "{'o': 'ENVO:00000164',\n", + " 'olab': 'rubber plantation',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:00005788',\n", + " 'slab': 'rubber plantation soil',\n", + " 'slab_olab_cosine': 0.8790490729915326}\n", + "{'o': 'PATO:0001429',\n", + " 'olab': 'acidic',\n", + " 'p': 'RO:0000086',\n", + " 'p_lab_or_id': 'has quality',\n", + " 'plab': 'has quality',\n", + " 's': 'ENVO:01001185',\n", + " 'slab': 'acidic soil',\n", + " 'slab_olab_cosine': 0.7385489458759964}\n", + "{'o': 'ENVO:01000277',\n", + " 'olab': 'water ice',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:01001525',\n", + " 'slab': 'hard-frozen soil',\n", + " 'slab_olab_cosine': 0.4166666666666667}\n", + "{'o': 'PATO:0000386',\n", + " 'olab': 'hard',\n", + " 'p': 'RO:0000086',\n", + " 'p_lab_or_id': 'has quality',\n", + " 'plab': 'has quality',\n", + " 's': 'ENVO:01001525',\n", + " 'slab': 'hard-frozen soil',\n", + " 'slab_olab_cosine': 0.5}\n", + "{'o': 'PATO:0001985',\n", + " 'olab': 'frozen',\n", + " 'p': 'RO:0000086',\n", + " 'p_lab_or_id': 'has quality',\n", + " 'plab': 'has quality',\n", + " 's': 'ENVO:01001526',\n", + " 'slab': 'frozen soil',\n", + " 'slab_olab_cosine': 0.7385489458759964}\n", + "{'o': 'ENVO:00002006',\n", + " 'olab': 'liquid water',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:01001527',\n", + " 'slab': 'plastic-frozen soil',\n", + " 'slab_olab_cosine': 0.5298129428260175}\n", + "{'o': 'ENVO:01000277',\n", + " 'olab': 'water ice',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:01001528',\n", + " 'slab': 'friable-frozen soil',\n", + " 'slab_olab_cosine': 0.45883146774112354}\n", + "{'o': 'PATO:0000386',\n", + " 'olab': 'hard',\n", + " 'p': 'RO:0000086',\n", + " 'p_lab_or_id': 'has quality',\n", + " 'plab': 'has quality',\n", + " 's': 'ENVO:01001528',\n", + " 'slab': 'friable-frozen soil',\n", + " 'slab_olab_cosine': 0.22941573387056174}\n", + "{'o': 'ENVO:01000181',\n", + " 'olab': 'mangrove biome',\n", + " 'p': 'RO:0001025',\n", + " 'p_lab_or_id': 'located in',\n", + " 'plab': 'located in',\n", + " 's': 'ENVO:02000138',\n", + " 'slab': 'mangrove biome soil',\n", + " 'slab_olab_cosine': 0.8583950752789522}\n", + "{'o': 'PATO:0001485',\n", + " 'olab': 'condensed',\n", + " 'p': 'RO:0000086',\n", + " 'p_lab_or_id': 'has quality',\n", + " 'plab': 'has quality',\n", + " 's': 'ENVO:06105205',\n", + " 'slab': 'compacted soil',\n", + " 'slab_olab_cosine': 0.44543540318737396}\n", + "{'o': 'ENVO:00005774',\n", + " 'olab': 'peat soil',\n", + " 'p': 'RO:0002473',\n", + " 'p_lab_or_id': 'composed primarily of',\n", + " 'plab': 'composed primarily of',\n", + " 's': 'ENVO:00000044',\n", + " 'slab': 'peatland',\n", + " 'slab_olab_cosine': 0.5892556509887896}\n", + "{'o': 'ENVO:00005774',\n", + " 'olab': 'peat soil',\n", + " 'p': 'ENVO:02000200',\n", + " 'p_lab_or_id': 'has increased levels of',\n", + " 'plab': 'has increased levels of',\n", + " 's': 'ENVO:00005776',\n", + " 'slab': 'peaty paddy field soil',\n", + " 'slab_olab_cosine': 0.6396021490668313}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:00005801',\n", + " 'slab': 'rhizosphere',\n", + " 'slab_olab_cosine': 0.45226701686664544}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:01000001',\n", + " 'slab': 'mud',\n", + " 'slab_olab_cosine': 0.0}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000057',\n", + " 'p_lab_or_id': 'has participant',\n", + " 'plab': 'has participant',\n", + " 's': 'ENVO:01000698',\n", + " 'slab': 'debris flow',\n", + " 'slab_olab_cosine': 0.6030226891555273}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000057',\n", + " 'p_lab_or_id': 'has participant',\n", + " 'plab': 'has participant',\n", + " 's': 'ENVO:01000706',\n", + " 'slab': 'soil erosion',\n", + " 'slab_olab_cosine': 0.5773502691896258}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0002507',\n", + " 'p_lab_or_id': 'determined by',\n", + " 'plab': 'determined by',\n", + " 's': 'ENVO:01001044',\n", + " 'slab': 'soil environment',\n", + " 'slab_olab_cosine': 0.5}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000057',\n", + " 'p_lab_or_id': 'has participant',\n", + " 'plab': 'has participant',\n", + " 's': 'ENVO:01001664',\n", + " 'slab': 'cryoturbation of soil',\n", + " 'slab_olab_cosine': 0.4364357804719848}\n", + "{'o': 'ENVO:00005774',\n", + " 'olab': 'peat soil',\n", + " 'p': 'BFO:0000066',\n", + " 'p_lab_or_id': 'occurs in',\n", + " 'plab': 'occurs in',\n", + " 's': 'ENVO:02000122',\n", + " 'slab': 'peat drainage',\n", + " 'slab_olab_cosine': 0.554700196225229}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'BFO:0000066',\n", + " 'p_lab_or_id': 'occurs in',\n", + " 'plab': 'occurs in',\n", + " 's': 'ENVO:02500038',\n", + " 'slab': 'soil pollution',\n", + " 'slab_olab_cosine': 0.5345224838248488}\n", + "{'o': 'ENVO:06105205',\n", + " 'olab': 'compacted soil',\n", + " 'p': 'RO:0002234',\n", + " 'p_lab_or_id': 'has output',\n", + " 'plab': 'has output',\n", + " 's': 'ENVO:03000008',\n", + " 'slab': 'compaction process',\n", + " 'slab_olab_cosine': 0.7559289460184544}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'BFO:0000050',\n", + " 'p_lab_or_id': 'part of',\n", + " 'plab': 'part of',\n", + " 's': 'ENVO:04000008',\n", + " 'slab': 'soil organic matter',\n", + " 'slab_olab_cosine': 0.4588314677411235}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:06105232',\n", + " 'slab': 'soil albedo',\n", + " 'slab_olab_cosine': 0.6030226891555273}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'BFO:0000066',\n", + " 'p_lab_or_id': 'occurs in',\n", + " 'plab': 'occurs in',\n", + " 's': 'ENVO:06105241',\n", + " 'slab': 'soil drainage',\n", + " 'slab_olab_cosine': 0.5547001962252291}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:06105271',\n", + " 'slab': 'soil texture',\n", + " 'slab_olab_cosine': 0.5773502691896258}\n", + "{'o': 'ENVO:00002258',\n", + " 'olab': 'loam',\n", + " 'p': 'BFO:0000051',\n", + " 'p_lab_or_id': 'has part',\n", + " 'plab': 'has part',\n", + " 's': 'ENVO:06105272',\n", + " 'slab': 'loamy sand',\n", + " 'slab_olab_cosine': 0.6324555320336759}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:06105304',\n", + " 'slab': 'water-holding capacity of soil',\n", + " 'slab_olab_cosine': 0.3651483716701107}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'BFO:0000066',\n", + " 'p_lab_or_id': 'occurs in',\n", + " 'plab': 'occurs in',\n", + " 's': 'ENVO:09000028',\n", + " 'slab': 'evaporation of liquid water in soil',\n", + " 'slab_olab_cosine': 0.3380617018914066}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200005',\n", + " 'slab': 'mass density of soil',\n", + " 'slab_olab_cosine': 0.4472135954999579}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200009',\n", + " 'slab': 'structure of soil',\n", + " 'slab_olab_cosine': 0.48507125007266594}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200010',\n", + " 'slab': 'acidity of soil',\n", + " 'slab_olab_cosine': 0.5163977794943222}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200012',\n", + " 'slab': 'temperature of soil',\n", + " 'slab_olab_cosine': 0.4588314677411235}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200013',\n", + " 'slab': 'wetness of soil',\n", + " 'slab_olab_cosine': 0.5163977794943222}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200015',\n", + " 'slab': 'humidity of soil',\n", + " 'slab_olab_cosine': 0.5}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200016',\n", + " 'slab': 'conductivity of soil',\n", + " 'slab_olab_cosine': 0.4472135954999579}\n", + "{'o': 'ENVO:00001998',\n", + " 'olab': 'soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200021',\n", + " 'slab': 'color of soil',\n", + " 'slab_olab_cosine': 0.5547001962252291}\n", + "{'o': 'ENVO:02000059',\n", + " 'olab': 'surface soil',\n", + " 'p': 'RO:0000052',\n", + " 'p_lab_or_id': 'characteristic of',\n", + " 'plab': 'characteristic of',\n", + " 's': 'ENVO:09200029',\n", + " 'slab': 'thickness of topsoil',\n", + " 'slab_olab_cosine': 0.5809475019311126}\n", + "{'o': 'ENVO:00005774',\n", + " 'olab': 'peat soil',\n", + " 'p': 'RO:0001000',\n", + " 'p_lab_or_id': 'derives from',\n", + " 'plab': 'derives from',\n", + " 's': 'ENVO:2000008',\n", + " 'slab': 'lignite',\n", + " 'slab_olab_cosine': 0.5039526306789696}\n" + ] + } + ], + "execution_count": 19 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T20:54:22.548074Z", + "start_time": "2024-10-31T20:54:22.545136Z" + } + }, + "cell_type": "code", + "source": [ + "# # Extract the 'slab_olab_cosine' values\n", + "# cosine_values = [item['slab_olab_cosine'] for item in filtered_data]\n", + "# \n", + "# # Plot histogram with increased bins\n", + "# plt.figure(figsize=(8, 5))\n", + "# plt.hist(cosine_values, bins=20, color='blue', edgecolor='black')\n", + "# \n", + "# # Set x-axis ticks at every 0.1 interval\n", + "# plt.xticks([x / 20 for x in range(0, 21)], rotation=45)\n", + "# \n", + "# plt.title(\"Histogram of slab_olab_cosine Values\")\n", + "# plt.xlabel(\"slab_olab_cosine\")\n", + "# plt.ylabel(\"Frequency\")\n", + "# plt.show()" + ], + "id": "1e5c529fd3bc2197", + "outputs": [], + "execution_count": 20 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-10-31T20:54:24.109600Z", + "start_time": "2024-10-31T20:54:23.779304Z" + } + }, + "cell_type": "code", + "source": [ "\n", "# Extract unique groups from 'p_lab_or_id' and map each one to an x-axis position\n", - "groups = {item['p_lab_or_id'] for item in filtered_data}\n", + "groups = {item['p_lab_or_id'] for item in relations_no_subclasses_useful_classes}\n", "group_positions = {group: idx + 1 for idx, group in\n", " enumerate(groups)} # Assign positions for each unique 'p_lab_or_id' group\n", "\n", @@ -422,7 +974,7 @@ "plt.figure(figsize=(15, 8))\n", "\n", "# Plot each label with more random jitter and random color\n", - "for item in filtered_data:\n", + "for item in relations_no_subclasses_useful_classes:\n", " x = group_positions[item['p_lab_or_id']]\n", " y = item['slab_olab_cosine']\n", " label = f\"{item['slab']} ({item['olab']})\"\n", @@ -457,32 +1009,27 @@ "text/plain": [ "
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" 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}, "metadata": {}, "output_type": "display_data" } ], - "execution_count": 19 + "execution_count": 21 }, { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T20:20:54.377868Z", - "start_time": "2024-10-31T20:20:54.373248Z" - } - }, + "metadata": {}, "cell_type": "code", "source": [ "\n", "with open(\"sem_relations_string_dists.tsv\", mode=\"w\", newline=\"\") as file:\n", - " writer = csv.DictWriter(file, fieldnames=filtered_data[0].keys(), delimiter=\"\\t\")\n", + " writer = csv.DictWriter(file, fieldnames=relations_no_subclasses_useful_classes[0].keys(), delimiter=\"\\t\")\n", " writer.writeheader()\n", - " writer.writerows(filtered_data)" + " writer.writerows(relations_no_subclasses_useful_classes)" ], "id": "7ed61cab5db223d9", "outputs": [], - "execution_count": 21 + "execution_count": null } ], "metadata": { From 7fa5c915dd8db20c8de343cb129da7091c36e778 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Mon, 4 Nov 2024 13:27:23 -0500 Subject: [PATCH 10/22] comparison with GOLD soil inferrences --- notebooks/gold-soils-by-sparql.csv | 87 + notebooks/gold-soils.tsv | 587 ++++ notebooks/notebooks.Makefile | 51 + notebooks/sels_depletion.tsv | 4374 ++++++++++++++++++++++++ notebooks/sels_targets.tsv | 5132 ++++++++++++++++++++++++++++ notebooks/wide_gold_soils.py | 18 + notebooks/wide_gold_soils.tsv | 87 + pyproject.toml | 1 + 8 files changed, 10337 insertions(+) create mode 100644 notebooks/gold-soils-by-sparql.csv create mode 100644 notebooks/gold-soils.tsv create mode 100644 notebooks/notebooks.Makefile create mode 100644 notebooks/sels_depletion.tsv create mode 100644 notebooks/sels_targets.tsv create mode 100644 notebooks/wide_gold_soils.py create mode 100644 notebooks/wide_gold_soils.tsv diff --git a/notebooks/gold-soils-by-sparql.csv b/notebooks/gold-soils-by-sparql.csv new file mode 100644 index 00000000..0581b448 --- /dev/null +++ b/notebooks/gold-soils-by-sparql.csv @@ -0,0 +1,87 @@ + rdfs:label mixs:env_broad mixs:env_local mixs:env_medium mixs:host_taxon mixs:mixs_extension mixs:other mixs:env_broad mixs:env_local mixs:env_medium mixs:host_taxon mixs:other +GOLDTERMS:5768 Environmental > Terrestrial > Soil > Arable > Agricultural land ENVO:00000077 ENVO:01001177 ENVO:00005742 mixs:Soil agricultural ecosystem arable land arable soil +GOLDTERMS:5776 Environmental > Terrestrial > Soil > Biochar > Agricultural land ENVO:00000077 ENVO:00000446 ENVO:2000007 mixs:Soil agricultural ecosystem terrestrial biome biochar +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar Environmental > Terrestrial > Soil > Biochar ENVO:01000254 ENVO:00000446 ENVO:2000007 mixs:Soil environmental system terrestrial biome biochar +GOLDTERMS:5585 Environmental > Terrestrial > Soil > Bulk soil > Meadow ENVO:01000254 ENVO:00000108 ENVO:00005802 mixs:Soil environmental system meadow ecosystem bulk soil +GOLDTERMS:5424 Environmental > Terrestrial > Soil > Bulk soil > Agricultural land ENVO:00000077 ENVO:00000446 ENVO:00005802 mixs:Soil agricultural ecosystem terrestrial biome bulk soil +GOLDTERMS:5725 Environmental > Terrestrial > Soil > Bulk soil > Contaminated ENVO:01000254 ENVO:00000446 ENVO:00005802 mixs:Soil PATO:0015032 environmental system terrestrial biome bulk soil increased contamination +GOLDTERMS:5780 Environmental > Terrestrial > Soil > Bulk soil ENVO:01000254 ENVO:00000446 ENVO:00005802 mixs:Soil environmental system terrestrial biome bulk soil +GOLDTERMS:5823 Environmental > Terrestrial > Soil > Bulk soil > Plant pot ENVO:01000254 ENVO:00000446 ENVO:00005802 mixs:Soil environmental system terrestrial biome bulk soil +GOLDTERMS:4228 Environmental > Terrestrial > Soil > Clay > Grasslands ENVO:01000254 ENVO:01000177 ENVO:00002982 mixs:Soil environmental system grassland biome clay +GOLDTERMS:4232 Environmental > Terrestrial > Soil > Clay > Oil-contaminated ENVO:01000254 ENVO:00002061 ENVO:00002982 mixs:Soil environmental system oil spill clay +GOLDTERMS:4230 Environmental > Terrestrial > Soil > Clay > Agricultural land ENVO:00000077 ENVO:00000446 ENVO:00002982 mixs:Soil agricultural ecosystem terrestrial biome clay +GOLDTERMS:4231 Environmental > Terrestrial > Soil > Clay > Contaminated ENVO:01000254 ENVO:00000446 ENVO:00002982 mixs:Soil PATO:0015032 environmental system terrestrial biome clay increased contamination +GOLDTERMS:4229 Environmental > Terrestrial > Soil > Clay ENVO:01000254 ENVO:00000446 ENVO:00002982 mixs:Soil environmental system terrestrial biome clay +GOLDTERMS:5589 Environmental > Terrestrial > Soil > Mineral horizon > Forest soil ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil ENVO:03600011 environmental system terrestrial biome forest soil mineral horizon +GOLDTERMS:5587 Environmental > Terrestrial > Soil > Organic layer > Forest soil ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil ENVO:03600018 environmental system terrestrial biome forest soil organic horizon +GOLDTERMS:4224 Environmental > Terrestrial > Soil > Sand > Forest soil ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil environmental system terrestrial biome forest soil +GOLDTERMS:4239 Environmental > Terrestrial > Soil > Loam > Forest soil ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil environmental system terrestrial biome forest soil +GOLDTERMS:4238 Environmental > Terrestrial > Soil > Loam > Grasslands ENVO:01000254 ENVO:01000177 ENVO:00002258 mixs:Soil environmental system grassland biome loam +GOLDTERMS:4242 Environmental > Terrestrial > Soil > Loam > Agricultural land ENVO:00000077 ENVO:00000446 ENVO:00002258 mixs:Soil agricultural ecosystem terrestrial biome loam +GOLDTERMS:4243 Environmental > Terrestrial > Soil > Loam > Contaminated ENVO:01000254 ENVO:00000446 ENVO:00002258 mixs:Soil PATO:0015032 environmental system terrestrial biome loam increased contamination +GOLDTERMS:4237 Environmental > Terrestrial > Soil > Loam > Agricultural ENVO:00000446 ENVO:00002258 mixs:Agriculture terrestrial biome loam +GOLDTERMS:5800 Environmental > Terrestrial > Soil > Mangrove soil ENVO:01000254 ENVO:00000446 ENVO:02000138 mixs:Soil environmental system terrestrial biome mangrove biome soil +GOLDTERMS:5729 Environmental > Terrestrial > Soil > Pasture > Agricultural land ENVO:00000077 ENVO:00000266 ENVO:00005773 mixs:Soil agricultural ecosystem pasture pasture soil +GOLDTERMS:5817 Environmental > Terrestrial > Soil > Peat > Forest ENVO:01000254 ENVO:01001243 ENVO:00005774 mixs:Soil environmental system forest ecosystem peat soil +GOLDTERMS:5804 Environmental > Terrestrial > Soil > Peat > Fen ENVO:00000232 ENVO:00000446 ENVO:00005774 mixs:Soil fen terrestrial biome peat soil +GOLDTERMS:5621 Environmental > Terrestrial > Soil > Peat > Bog ENVO:01001209 ENVO:00000446 ENVO:00005774 mixs:Soil wetland ecosystem terrestrial biome peat soil +GOLDTERMS:5809 Environmental > Terrestrial > Soil > Peat > Mire ENVO:00000446 ENVO:00005774 mixs:Soil terrestrial biome peat soil +GOLDTERMS:5818 Environmental > Terrestrial > Soil > Peat > Thermokarst pond ENVO:01000254 ENVO:03000085 ENVO:00005774 mixs:Soil environmental system thermokarst peat soil +GOLDTERMS:5816 Environmental > Terrestrial > Soil > Peat > Palsa ENVO:01000254 ENVO:00005774 mixs:Soil environmental system peat soil +GOLDTERMS:4206 Environmental > Terrestrial > Soil > Unclassified > Permafrost ENVO:01000254 ENVO:00000446 ENVO:00000134 NCBITaxon:12908 mixs:Soil environmental system terrestrial biome permafrost unclassified sequences +GOLDTERMS:5808 Environmental > Terrestrial > Soil > Peat > Permafrost ENVO:01000254 ENVO:00000446 ENVO:00000134 mixs:Soil environmental system terrestrial biome permafrost +GOLDTERMS:4234 Environmental > Terrestrial > Soil > Wetlands > Permafrost ENVO:01001209 ENVO:00000446 ENVO:00000134 mixs:Soil wetland ecosystem terrestrial biome permafrost +GOLDTERMS:4223 Environmental > Terrestrial > Soil > Sand > Grasslands ENVO:01000254 ENVO:01000177 ENVO:01000017 mixs:Soil environmental system grassland biome sand +GOLDTERMS:4204 Environmental > Terrestrial > Soil > Sand > Oil-contaminated ENVO:01000254 ENVO:00002061 ENVO:01000017 mixs:Soil environmental system oil spill sand +GOLDTERMS:4210 Environmental > Terrestrial > Soil > Unclassified > Desert ENVO:01000254 ENVO:01001357 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system desert soil unclassified sequences +GOLDTERMS:5610 Environmental > Terrestrial > Soil > Floodplain ENVO:01000254 ENVO:00000255 ENVO:00001998 mixs:Soil environmental system flood plain soil +GOLDTERMS:4209 Environmental > Terrestrial > Soil > Unclassified > Grasslands ENVO:01000254 ENVO:01000177 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system grassland biome soil unclassified sequences +GOLDTERMS:5770 Environmental > Terrestrial > Soil > Greenhouse > Agricultural land ENVO:00000077 ENVO:03600087 ENVO:00001998 mixs:Soil agricultural ecosystem greenhouse soil +GOLDTERMS:5617 Environmental > Terrestrial > Soil > Nature reserve > Meadow ENVO:01000254 ENVO:00000108 ENVO:00001998 mixs:Soil ENVO:00000363 environmental system meadow ecosystem soil area designated as a nature reserve +GOLDTERMS:5420 Environmental > Terrestrial > Soil > Unclassified > Meadow ENVO:01000254 ENVO:00000108 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system meadow ecosystem soil unclassified sequences +GOLDTERMS:4218 Environmental > Terrestrial > Soil > Unclassified > Mine ENVO:01000254 ENVO:00000076 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system mine soil unclassified sequences +GOLDTERMS:4221 Environmental > Terrestrial > Soil > Unclassified > Mine drainage ENVO:01000254 ENVO:00001996 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system mine drainage soil unclassified sequences +GOLDTERMS:4220 Environmental > Terrestrial > Soil > Unclassified > Oil-contaminated ENVO:01000254 ENVO:00002061 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system oil spill soil unclassified sequences +GOLDTERMS:5727 Environmental > Terrestrial > Soil > Ranch > Agricultural land ENVO:00000077 ENVO:01001207 ENVO:00001998 mixs:Soil agricultural ecosystem ranch soil +GOLDTERMS:5421 Environmental > Terrestrial > Soil > Unclassified > River ENVO:01000254 ENVO:00000022 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system river soil unclassified sequences +GOLDTERMS:5792 Environmental > Terrestrial > Soil > Unclassified > Creek ENVO:01000254 ENVO:00000023 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system stream soil unclassified sequences +GOLDTERMS:4213 Environmental > Terrestrial > Soil > Unclassified > Agricultural land ENVO:00000077 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil agricultural ecosystem terrestrial biome soil unclassified sequences +GOLDTERMS:5434 Environmental > Terrestrial > Soil > Biofilm ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:00002034 environmental system terrestrial biome soil biofilm +GOLDTERMS:4745 Environmental > Terrestrial > Soil > Glacier ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:00000133 environmental system terrestrial biome soil glacier +GOLDTERMS:4215 Environmental > Terrestrial > Soil > Unclassified > Contaminated ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil PATO:0015032 environmental system terrestrial biome soil unclassified sequences increased contamination +GOLDTERMS:5612 Environmental > Terrestrial > Soil > Paddy field/soil > Contaminated ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil PATO:0015032 environmental system terrestrial biome soil increased contamination +GOLDTERMS:4211 Environmental > Terrestrial > Soil > Unclassified > Uranium contaminated ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system terrestrial biome soil unclassified sequences +GOLDTERMS:4216 Environmental > Terrestrial > Soil > Unclassified > Tropical rainforest ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system terrestrial biome soil unclassified sequences +GOLDTERMS:5244 Environmental > Terrestrial > Soil > Unclassified > Riparian soil ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system terrestrial biome soil unclassified sequences +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified Environmental > Terrestrial > Soil > Unclassified ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system terrestrial biome soil unclassified sequences +GOLDTERMS:4212 Environmental > Terrestrial > Soil ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:4418 Environmental > Terrestrial > Soil > Fossil ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:4578 Environmental > Terrestrial > Soil > Soil crust ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:5613 Environmental > Terrestrial > Soil > Paddy field/soil ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:5754 Environmental > Terrestrial > Soil > Manure-fertilized ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:5820 Environmental > Terrestrial > Soil > Vadose zone ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:5822 Environmental > Terrestrial > Soil > Organic layer ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon Environmental > Terrestrial > Soil > Mineral horizon ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve Environmental > Terrestrial > Soil > Nature reserve ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil environmental system terrestrial biome soil +GOLDTERMS:4235 Environmental > Terrestrial > Soil > Wetlands ENVO:01001209 ENVO:00000446 ENVO:00001998 mixs:Soil wetland ecosystem terrestrial biome soil +GOLDTERMS:5438 Environmental > Terrestrial > Soil > Unclassified > Farm ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil terrestrial biome soil unclassified sequences +GOLDTERMS:4711 Environmental > Terrestrial > Soil > Biocrust ENVO:01000254 ENVO:00001998 mixs:Soil ENVO:01000909 environmental system soil biocrust +GOLDTERMS:4214 Environmental > Terrestrial > Soil > Unclassified > Shrubland ENVO:01000254 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system soil unclassified sequences +GOLDTERMS:4217 Environmental > Terrestrial > Soil > Unclassified > Boreal forest ENVO:01000254 ENVO:00001998 NCBITaxon:12908 mixs:Soil environmental system soil unclassified sequences +GOLDTERMS:5615 Environmental > Terrestrial > Soil > Watershed ENVO:01000254 ENVO:00001998 mixs:Soil environmental system soil +GOLDTERMS:5774 Environmental > Terrestrial > Soil > Garden ENVO:01000254 ENVO:00001998 mixs:Soil environmental system soil +GOLDTERMS:5777 Environmental > Terrestrial > Soil > Greenhouse ENVO:01000254 ENVO:00001998 mixs:Soil environmental system soil +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch Environmental > Terrestrial > Soil > Ranch ENVO:01000254 ENVO:00001998 mixs:Soil environmental system soil +GOLDTERMS:5439 Environmental > Terrestrial > Soil > Unclassified > Alpine ENVO:01000254 ENVO:01001835 NCBITaxon:12908 mixs:Soil environmental system alpine biome unclassified sequences +GOLDTERMS:Environmental-Terrestrial-Soil-Arable Environmental > Terrestrial > Soil > Arable ENVO:01000254 ENVO:01001177 mixs:Soil environmental system arable land +GOLDTERMS:4202 Environmental > Terrestrial > Soil > Sand > Desert ENVO:01000254 ENVO:01001357 mixs:Soil environmental system desert +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture Environmental > Terrestrial > Soil > Pasture ENVO:01000254 ENVO:00000266 mixs:Soil environmental system pasture +GOLDTERMS:5821 Environmental > Terrestrial > Soil > Vadose zone > Saprolite ENVO:01000254 ENVO:00000446 mixs:Soil ENVO:00000328 environmental system terrestrial biome vadose zone +GOLDTERMS:4205 Environmental > Terrestrial > Soil > Unclassified > Forest Soil ENVO:01000254 ENVO:00000446 NCBITaxon:12908 mixs:Soil environmental system terrestrial biome unclassified sequences +GOLDTERMS:5414 Environmental > Terrestrial > Soil > Unclassified > Orchard soil ENVO:01000254 ENVO:00000446 NCBITaxon:12908 mixs:Soil environmental system terrestrial biome unclassified sequences +GOLDTERMS:4203 Environmental > Terrestrial > Soil > Sand ENVO:01000254 ENVO:00000446 mixs:Soil environmental system terrestrial biome +GOLDTERMS:4227 Environmental > Terrestrial > Soil > Silt ENVO:01000254 ENVO:00000446 mixs:Soil environmental system terrestrial biome +GOLDTERMS:4241 Environmental > Terrestrial > Soil > Loam ENVO:01000254 ENVO:00000446 mixs:Soil environmental system terrestrial biome +GOLDTERMS:4244 Environmental > Terrestrial > Soil > Loam > Agricultural soil ENVO:01000254 ENVO:00000446 mixs:Soil environmental system terrestrial biome +GOLDTERMS:5779 Environmental > Terrestrial > Soil > Potting soil ENVO:01000254 ENVO:00000446 mixs:Soil environmental system terrestrial biome +GOLDTERMS:5803 Environmental > Terrestrial > Soil > Peat ENVO:01000254 ENVO:00000446 mixs:Soil environmental system terrestrial biome diff --git a/notebooks/gold-soils.tsv b/notebooks/gold-soils.tsv new file mode 100644 index 00000000..011ecba8 --- /dev/null +++ b/notebooks/gold-soils.tsv @@ -0,0 +1,587 @@ +sub pred object_or_value +GOLDTERMS:5820 mixs:env_broad ENVO:01000254 +GOLDTERMS:5820 mixs:env_local ENVO:00000446 +GOLDTERMS:5820 mixs:env_medium ENVO:00001998 +GOLDTERMS:5820 mixs:mixs_extension mixs:Soil +GOLDTERMS:5820 mixs:other ENVO:00000328 +GOLDTERMS:5820 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: vadose zone; partial +GOLDTERMS:5820 rdfs:label Environmental > Terrestrial > Soil > Vadose zone +GOLDTERMS:5820 skos:exactMatch ENVO:00000328 +GOLDTERMS:5421 mixs:env_broad ENVO:01000254 +GOLDTERMS:5421 mixs:env_local ENVO:00000022 +GOLDTERMS:5421 mixs:env_medium ENVO:00001998 +GOLDTERMS:5421 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:5421 mixs:mixs_extension mixs:Soil +GOLDTERMS:5421 rdfs:comment env_broad: environmental system; env_local: river; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5421 rdfs:label Environmental > Terrestrial > Soil > Unclassified > River +GOLDTERMS:5617 mixs:env_broad ENVO:01000254 +GOLDTERMS:5617 mixs:env_local ENVO:00000108 +GOLDTERMS:5617 mixs:env_medium ENVO:00001998 +GOLDTERMS:5617 mixs:mixs_extension mixs:Soil +GOLDTERMS:5617 mixs:other ENVO:00000363 +GOLDTERMS:5617 rdfs:comment env_broad: environmental system; env_local: meadow ecosystem; env_medium: soil; mixs_extension: MIXS:Soil; other: area designated as a nature reserve; partial +GOLDTERMS:5617 rdfs:label Environmental > Terrestrial > Soil > Nature reserve > Meadow +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve mixs:env_broad ENVO:01000254 +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve mixs:env_local ENVO:00000446 +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve mixs:env_medium ENVO:00001998 +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve mixs:mixs_extension mixs:Soil +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve mixs:other ENVO:00000363 +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: area designated as a nature reserve; partial +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve rdfs:label Environmental > Terrestrial > Soil > Nature reserve +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve skos:exactMatch ENVO:00000363 +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture mixs:env_broad ENVO:01000254 +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture mixs:env_local ENVO:00000266 +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture mixs:env_medium ENVO:00005773 +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture mixs:mixs_extension mixs:Soil +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture rdfs:comment env_broad: environmental system; env_local: pasture; env_medium: pasture soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture rdfs:label Environmental > Terrestrial > Soil > Pasture +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture skos:exactMatch ENVO:00005773 +GOLDTERMS:5809 mixs:env_broad ENVO:01001209 +GOLDTERMS:5809 mixs:env_local ENVO:00000446 +GOLDTERMS:5809 mixs:env_medium ENVO:00005774 +GOLDTERMS:5809 mixs:mixs_extension mixs:Soil +GOLDTERMS:5809 rdfs:comment env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5809 rdfs:label Environmental > Terrestrial > Soil > Peat > Mire +GOLDTERMS:5809 skos:closeMatch ENVO:01001209 +GOLDTERMS:5809 skos:closeMatch ENVO:00000044 +GOLDTERMS:4224 mixs:env_broad ENVO:01000254 +GOLDTERMS:4224 mixs:env_local ENVO:00000446 +GOLDTERMS:4224 mixs:env_medium ENVO:00002261 +GOLDTERMS:4224 mixs:mixs_extension mixs:Soil +GOLDTERMS:4224 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4224 rdfs:label Environmental > Terrestrial > Soil > Sand > Forest soil +GOLDTERMS:Environmental-Terrestrial-Soil-Arable mixs:env_broad ENVO:01000254 +GOLDTERMS:Environmental-Terrestrial-Soil-Arable mixs:env_local ENVO:01001177 +GOLDTERMS:Environmental-Terrestrial-Soil-Arable mixs:env_medium ENVO:00005742 +GOLDTERMS:Environmental-Terrestrial-Soil-Arable mixs:mixs_extension mixs:Soil +GOLDTERMS:Environmental-Terrestrial-Soil-Arable rdfs:comment env_broad: environmental system; env_local: arable land; env_medium: arable soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:Environmental-Terrestrial-Soil-Arable rdfs:label Environmental > Terrestrial > Soil > Arable +GOLDTERMS:Environmental-Terrestrial-Soil-Arable skos:exactMatch ENVO:00005742 +GOLDTERMS:4237 mixs:env_broad ENVO:00000077 +GOLDTERMS:4237 mixs:env_local ENVO:00000446 +GOLDTERMS:4237 mixs:env_medium ENVO:00002258 +GOLDTERMS:4237 mixs:mixs_extension mixs:Agriculture +GOLDTERMS:4237 rdfs:comment env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Agriculture; partial +GOLDTERMS:4237 rdfs:label Environmental > Terrestrial > Soil > Loam > Agricultural +GOLDTERMS:4237 skos:closeMatch ENVO:00000077 +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch mixs:env_broad ENVO:01000254 +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch mixs:env_local ENVO:01001207 +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch mixs:env_medium ENVO:00001998 +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch mixs:mixs_extension mixs:Soil +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch rdfs:comment env_broad: environmental system; env_local: ranch; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch rdfs:label Environmental > Terrestrial > Soil > Ranch +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch skos:closeMatch ENVO:01001207 +GOLDTERMS:4205 mixs:env_broad ENVO:01000254 +GOLDTERMS:4205 mixs:env_local ENVO:00000446 +GOLDTERMS:4205 mixs:env_medium ENVO:00002261 +GOLDTERMS:4205 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4205 mixs:mixs_extension mixs:Soil +GOLDTERMS:4205 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4205 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Forest Soil +GOLDTERMS:4205 skos:exactMatch ENVO:00002261 +GOLDTERMS:5587 mixs:env_broad ENVO:01000254 +GOLDTERMS:5587 mixs:env_local ENVO:00000446 +GOLDTERMS:5587 mixs:env_medium ENVO:00002261 +GOLDTERMS:5587 mixs:mixs_extension mixs:Soil +GOLDTERMS:5587 mixs:other ENVO:03600018 +GOLDTERMS:5587 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; other: organic horizon; partial +GOLDTERMS:5587 rdfs:label Environmental > Terrestrial > Soil > Organic layer > Forest soil +GOLDTERMS:5779 mixs:env_broad ENVO:01000254 +GOLDTERMS:5779 mixs:env_local ENVO:00000446 +GOLDTERMS:5779 mixs:env_medium ENVO:03000133 +GOLDTERMS:5779 mixs:mixs_extension mixs:Soil +GOLDTERMS:5779 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: agricultural potting mixture; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5779 rdfs:label Environmental > Terrestrial > Soil > Potting soil +GOLDTERMS:5779 skos:exactMatch ENVO:03000133 +GOLDTERMS:5434 mixs:env_broad ENVO:01000254 +GOLDTERMS:5434 mixs:env_local ENVO:00000446 +GOLDTERMS:5434 mixs:env_medium ENVO:00001998 +GOLDTERMS:5434 mixs:mixs_extension mixs:Soil +GOLDTERMS:5434 mixs:other ENVO:00002034 +GOLDTERMS:5434 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: biofilm; partial +GOLDTERMS:5434 rdfs:label Environmental > Terrestrial > Soil > Biofilm +GOLDTERMS:4221 mixs:env_broad ENVO:01000254 +GOLDTERMS:4221 mixs:env_local ENVO:00001996 +GOLDTERMS:4221 mixs:env_medium ENVO:00001998 +GOLDTERMS:4221 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4221 mixs:mixs_extension mixs:Soil +GOLDTERMS:4221 rdfs:comment env_broad: environmental system; env_local: mine drainage; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4221 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Mine drainage +GOLDTERMS:5780 mixs:env_broad ENVO:01000254 +GOLDTERMS:5780 mixs:env_local ENVO:00000446 +GOLDTERMS:5780 mixs:env_medium ENVO:00005802 +GOLDTERMS:5780 mixs:mixs_extension mixs:Soil +GOLDTERMS:5780 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5780 rdfs:label Environmental > Terrestrial > Soil > Bulk soil +GOLDTERMS:4217 mixs:env_broad ENVO:01000254 +GOLDTERMS:4217 mixs:env_local ENVO:01000250 +GOLDTERMS:4217 mixs:env_medium ENVO:00001998 +GOLDTERMS:4217 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4217 mixs:mixs_extension mixs:Soil +GOLDTERMS:4217 rdfs:comment env_broad: environmental system; env_local: subpolar coniferous forest biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4217 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Boreal forest +GOLDTERMS:4217 skos:exactMatch ENVO:01000250 +GOLDTERMS:5615 mixs:env_broad ENVO:01000254 +GOLDTERMS:5615 mixs:env_local ENVO:00000292 +GOLDTERMS:5615 mixs:env_medium ENVO:00001998 +GOLDTERMS:5615 mixs:mixs_extension mixs:Soil +GOLDTERMS:5615 rdfs:comment env_broad: environmental system; env_local: watershed; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5615 rdfs:label Environmental > Terrestrial > Soil > Watershed +GOLDTERMS:5615 skos:exactMatch ENVO:00000292 +GOLDTERMS:5729 mixs:env_broad ENVO:00000077 +GOLDTERMS:5729 mixs:env_local ENVO:00000266 +GOLDTERMS:5729 mixs:env_medium ENVO:00005773 +GOLDTERMS:5729 mixs:mixs_extension mixs:Soil +GOLDTERMS:5729 rdfs:comment env_broad: agricultural ecosystem; env_local: pasture; env_medium: pasture soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5729 rdfs:label Environmental > Terrestrial > Soil > Pasture > Agricultural land +GOLDTERMS:4228 mixs:env_broad ENVO:01000254 +GOLDTERMS:4228 mixs:env_local ENVO:01000177 +GOLDTERMS:4228 mixs:env_medium ENVO:00002982 +GOLDTERMS:4228 mixs:mixs_extension mixs:Soil +GOLDTERMS:4228 rdfs:comment env_broad: environmental system; env_local: grassland biome; env_medium: clay; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4228 rdfs:label Environmental > Terrestrial > Soil > Clay > Grasslands +GOLDTERMS:4216 mixs:env_broad ENVO:01000254 +GOLDTERMS:4216 mixs:env_local ENVO:00000446 +GOLDTERMS:4216 mixs:env_medium ENVO:00001998 +GOLDTERMS:4216 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4216 mixs:mixs_extension mixs:Soil +GOLDTERMS:4216 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4216 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Tropical rainforest +GOLDTERMS:5621 mixs:env_broad ENVO:01001209 +GOLDTERMS:5621 mixs:env_local ENVO:00000446 +GOLDTERMS:5621 mixs:env_medium ENVO:00005774 +GOLDTERMS:5621 mixs:mixs_extension mixs:Soil +GOLDTERMS:5621 rdfs:comment env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5621 rdfs:label Environmental > Terrestrial > Soil > Peat > Bog +GOLDTERMS:5777 mixs:env_broad ENVO:01000254 +GOLDTERMS:5777 mixs:env_local ENVO:03600087 +GOLDTERMS:5777 mixs:env_medium ENVO:00001998 +GOLDTERMS:5777 mixs:mixs_extension mixs:Soil +GOLDTERMS:5777 rdfs:comment env_broad: environmental system; env_local: greenhouse; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5777 rdfs:label Environmental > Terrestrial > Soil > Greenhouse +GOLDTERMS:5777 skos:exactMatch ENVO:03600087 +GOLDTERMS:4212 mixs:env_broad ENVO:01000254 +GOLDTERMS:4212 mixs:env_local ENVO:00000446 +GOLDTERMS:4212 mixs:env_medium ENVO:00001998 +GOLDTERMS:4212 mixs:mixs_extension mixs:Soil +GOLDTERMS:4212 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4212 rdfs:label Environmental > Terrestrial > Soil +GOLDTERMS:4210 mixs:env_broad ENVO:01000254 +GOLDTERMS:4210 mixs:env_local ENVO:01001357 +GOLDTERMS:4210 mixs:env_medium ENVO:00001998 +GOLDTERMS:4210 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4210 mixs:mixs_extension mixs:Soil +GOLDTERMS:4210 rdfs:comment env_broad: environmental system; env_local: desert; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4210 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Desert +GOLDTERMS:4243 mixs:env_broad ENVO:01000254 +GOLDTERMS:4243 mixs:env_local ENVO:00000446 +GOLDTERMS:4243 mixs:env_medium ENVO:00002258 +GOLDTERMS:4243 mixs:mixs_extension mixs:Soil +GOLDTERMS:4243 mixs:other PATO:0015032 +GOLDTERMS:4243 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Soil; other: increased contamination; partial +GOLDTERMS:4243 rdfs:label Environmental > Terrestrial > Soil > Loam > Contaminated +GOLDTERMS:5803 mixs:env_broad ENVO:01000254 +GOLDTERMS:5803 mixs:env_local ENVO:00000446 +GOLDTERMS:5803 mixs:env_medium ENVO:00005774 +GOLDTERMS:5803 mixs:mixs_extension mixs:Soil +GOLDTERMS:5803 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5803 rdfs:label Environmental > Terrestrial > Soil > Peat +GOLDTERMS:5803 skos:exactMatch ENVO:00005774 +GOLDTERMS:4223 mixs:env_broad ENVO:01000254 +GOLDTERMS:4223 mixs:env_local ENVO:01000177 +GOLDTERMS:4223 mixs:env_medium ENVO:01000017 +GOLDTERMS:4223 mixs:mixs_extension mixs:Soil +GOLDTERMS:4223 rdfs:comment env_broad: environmental system; env_local: grassland biome; env_medium: sand; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4223 rdfs:label Environmental > Terrestrial > Soil > Sand > Grasslands +GOLDTERMS:5818 mixs:env_broad ENVO:01000254 +GOLDTERMS:5818 mixs:env_local ENVO:03000085 +GOLDTERMS:5818 mixs:env_medium ENVO:00005774 +GOLDTERMS:5818 mixs:mixs_extension mixs:Soil +GOLDTERMS:5818 rdfs:comment env_broad: environmental system; env_local: thermokarst; env_medium: peat soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5818 rdfs:label Environmental > Terrestrial > Soil > Peat > Thermokarst pond +GOLDTERMS:5823 mixs:env_broad ENVO:01000254 +GOLDTERMS:5823 mixs:env_local ENVO:00000446 +GOLDTERMS:5823 mixs:env_medium ENVO:00005802 +GOLDTERMS:5823 mixs:mixs_extension mixs:Soil +GOLDTERMS:5823 mixs:other ENVO:03600045 +GOLDTERMS:5823 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; other: plant pot; partial +GOLDTERMS:5823 rdfs:label Environmental > Terrestrial > Soil > Bulk soil > Plant pot +GOLDTERMS:5823 skos:closeMatch ENVO:03600045 +GOLDTERMS:5424 mixs:env_broad ENVO:00000077 +GOLDTERMS:5424 mixs:env_local ENVO:00000446 +GOLDTERMS:5424 mixs:env_medium ENVO:00005802 +GOLDTERMS:5424 mixs:mixs_extension mixs:Soil +GOLDTERMS:5424 rdfs:comment env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5424 rdfs:label Environmental > Terrestrial > Soil > Bulk soil > Agricultural land +GOLDTERMS:4204 mixs:env_broad ENVO:01000254 +GOLDTERMS:4204 mixs:env_local ENVO:00002061 +GOLDTERMS:4204 mixs:env_medium ENVO:01000017 +GOLDTERMS:4204 mixs:mixs_extension mixs:Soil +GOLDTERMS:4204 rdfs:comment env_broad: environmental system; env_local: oil spill; env_medium: sand; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4204 rdfs:label Environmental > Terrestrial > Soil > Sand > Oil-contaminated +GOLDTERMS:5754 mixs:env_broad ENVO:01000254 +GOLDTERMS:5754 mixs:env_local ENVO:00000446 +GOLDTERMS:5754 mixs:env_medium ENVO:00001998 +GOLDTERMS:5754 mixs:mixs_extension mixs:Soil +GOLDTERMS:5754 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5754 rdfs:label Environmental > Terrestrial > Soil > Manure-fertilized +GOLDTERMS:5414 mixs:env_broad ENVO:01000254 +GOLDTERMS:5414 mixs:env_local ENVO:00000446 +GOLDTERMS:5414 mixs:env_medium ENVO:00005772 +GOLDTERMS:5414 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:5414 mixs:mixs_extension mixs:Soil +GOLDTERMS:5414 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: orchard soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5414 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Orchard soil +GOLDTERMS:5414 skos:exactMatch ENVO:00005772 +GOLDTERMS:4239 mixs:env_broad ENVO:01000254 +GOLDTERMS:4239 mixs:env_local ENVO:00000446 +GOLDTERMS:4239 mixs:env_medium ENVO:00002261 +GOLDTERMS:4239 mixs:mixs_extension mixs:Soil +GOLDTERMS:4239 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4239 rdfs:label Environmental > Terrestrial > Soil > Loam > Forest soil +GOLDTERMS:5792 mixs:env_broad ENVO:01000254 +GOLDTERMS:5792 mixs:env_local ENVO:00000023 +GOLDTERMS:5792 mixs:env_medium ENVO:00001998 +GOLDTERMS:5792 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:5792 mixs:mixs_extension mixs:Soil +GOLDTERMS:5792 rdfs:comment env_broad: environmental system; env_local: stream; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5792 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Creek +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar mixs:env_broad ENVO:01000254 +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar mixs:env_local ENVO:00000446 +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar mixs:env_medium ENVO:2000007 +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar mixs:mixs_extension mixs:Soil +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: biochar; mixs_extension: MIXS:Soil; partial +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar rdfs:label Environmental > Terrestrial > Soil > Biochar +GOLDTERMS:4745 mixs:env_broad ENVO:01000254 +GOLDTERMS:4745 mixs:env_local ENVO:00000446 +GOLDTERMS:4745 mixs:env_medium ENVO:00001998 +GOLDTERMS:4745 mixs:mixs_extension mixs:Soil +GOLDTERMS:4745 mixs:other ENVO:00000133 +GOLDTERMS:4745 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: glacier; partial +GOLDTERMS:4745 rdfs:label Environmental > Terrestrial > Soil > Glacier +GOLDTERMS:4227 mixs:env_broad ENVO:01000254 +GOLDTERMS:4227 mixs:env_local ENVO:00000446 +GOLDTERMS:4227 mixs:env_medium ENVO:01000016 +GOLDTERMS:4227 mixs:mixs_extension mixs:Soil +GOLDTERMS:4227 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: silt; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4227 rdfs:label Environmental > Terrestrial > Soil > Silt +GOLDTERMS:4227 skos:exactMatch ENVO:01000016 +GOLDTERMS:4238 mixs:env_broad ENVO:01000254 +GOLDTERMS:4238 mixs:env_local ENVO:01000177 +GOLDTERMS:4238 mixs:env_medium ENVO:00002258 +GOLDTERMS:4238 mixs:mixs_extension mixs:Soil +GOLDTERMS:4238 rdfs:comment env_broad: environmental system; env_local: grassland biome; env_medium: loam; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4238 rdfs:label Environmental > Terrestrial > Soil > Loam > Grasslands +GOLDTERMS:4218 mixs:env_broad ENVO:01000254 +GOLDTERMS:4218 mixs:env_local ENVO:00000076 +GOLDTERMS:4218 mixs:env_medium ENVO:00001998 +GOLDTERMS:4218 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4218 mixs:mixs_extension mixs:Soil +GOLDTERMS:4218 rdfs:comment env_broad: environmental system; env_local: mine; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4218 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Mine +GOLDTERMS:5585 mixs:env_broad ENVO:01000254 +GOLDTERMS:5585 mixs:env_local ENVO:00000108 +GOLDTERMS:5585 mixs:env_medium ENVO:00005802 +GOLDTERMS:5585 mixs:mixs_extension mixs:Soil +GOLDTERMS:5585 rdfs:comment env_broad: environmental system; env_local: meadow ecosystem; env_medium: bulk soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5585 rdfs:label Environmental > Terrestrial > Soil > Bulk soil > Meadow +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon mixs:env_broad ENVO:01000254 +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon mixs:env_local ENVO:00000446 +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon mixs:env_medium ENVO:00001998 +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon mixs:mixs_extension mixs:Soil +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon mixs:other ENVO:03600011 +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: mineral horizon; partial +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon rdfs:label Environmental > Terrestrial > Soil > Mineral horizon +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon skos:exactMatch ENVO:03600011 +GOLDTERMS:5817 mixs:env_broad ENVO:01000254 +GOLDTERMS:5817 mixs:env_local ENVO:01001243 +GOLDTERMS:5817 mixs:env_medium ENVO:00005774 +GOLDTERMS:5817 mixs:mixs_extension mixs:Soil +GOLDTERMS:5817 rdfs:comment env_broad: environmental system; env_local: forest ecosystem; env_medium: peat soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5817 rdfs:label Environmental > Terrestrial > Soil > Peat > Forest +GOLDTERMS:5817 skos:closeMatch ENVO:00000111 +GOLDTERMS:5613 mixs:env_broad ENVO:01000254 +GOLDTERMS:5613 mixs:env_local ENVO:00000446 +GOLDTERMS:5613 mixs:env_medium ENVO:00001998 +GOLDTERMS:5613 mixs:mixs_extension mixs:Soil +GOLDTERMS:5613 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5613 rdfs:label Environmental > Terrestrial > Soil > Paddy field/soil +GOLDTERMS:4231 mixs:env_broad ENVO:01000254 +GOLDTERMS:4231 mixs:env_local ENVO:00000446 +GOLDTERMS:4231 mixs:env_medium ENVO:00002982 +GOLDTERMS:4231 mixs:mixs_extension mixs:Soil +GOLDTERMS:4231 mixs:other PATO:0015032 +GOLDTERMS:4231 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: clay; mixs_extension: MIXS:Soil; other: increased contamination; partial +GOLDTERMS:4231 rdfs:label Environmental > Terrestrial > Soil > Clay > Contaminated +GOLDTERMS:5774 mixs:env_broad ENVO:01000254 +GOLDTERMS:5774 mixs:env_local ENVO:00000011 +GOLDTERMS:5774 mixs:env_medium ENVO:00001998 +GOLDTERMS:5774 mixs:mixs_extension mixs:Soil +GOLDTERMS:5774 rdfs:comment env_broad: environmental system; env_local: garden; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5774 rdfs:label Environmental > Terrestrial > Soil > Garden +GOLDTERMS:5774 skos:exactMatch ENVO:00000011 +GOLDTERMS:4242 mixs:env_broad ENVO:00000077 +GOLDTERMS:4242 mixs:env_local ENVO:00000446 +GOLDTERMS:4242 mixs:env_medium ENVO:00002258 +GOLDTERMS:4242 mixs:mixs_extension mixs:Soil +GOLDTERMS:4242 rdfs:comment env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4242 rdfs:label Environmental > Terrestrial > Soil > Loam > Agricultural land +GOLDTERMS:4230 mixs:env_broad ENVO:00000077 +GOLDTERMS:4230 mixs:env_local ENVO:00000446 +GOLDTERMS:4230 mixs:env_medium ENVO:00002982 +GOLDTERMS:4230 mixs:mixs_extension mixs:Soil +GOLDTERMS:4230 rdfs:comment env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: clay; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4230 rdfs:label Environmental > Terrestrial > Soil > Clay > Agricultural land +GOLDTERMS:5816 mixs:env_broad ENVO:01000254 +GOLDTERMS:5816 mixs:env_local ENVO:00000489 +GOLDTERMS:5816 mixs:env_medium ENVO:00005774 +GOLDTERMS:5816 mixs:mixs_extension mixs:Soil +GOLDTERMS:5816 rdfs:comment env_broad: environmental system; env_local: palsa; env_medium: peat soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5816 rdfs:label Environmental > Terrestrial > Soil > Peat > Palsa +GOLDTERMS:5816 skos:exactMatch ENVO:00000489 +GOLDTERMS:5808 mixs:env_broad ENVO:01000254 +GOLDTERMS:5808 mixs:env_local ENVO:00000446 +GOLDTERMS:5808 mixs:env_medium ENVO:00000134 +GOLDTERMS:5808 mixs:mixs_extension mixs:Soil +GOLDTERMS:5808 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: permafrost; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5808 rdfs:label Environmental > Terrestrial > Soil > Peat > Permafrost +GOLDTERMS:4213 mixs:env_broad ENVO:00000077 +GOLDTERMS:4213 mixs:env_local ENVO:00000446 +GOLDTERMS:4213 mixs:env_medium ENVO:00001998 +GOLDTERMS:4213 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4213 mixs:mixs_extension mixs:Soil +GOLDTERMS:4213 rdfs:comment env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4213 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Agricultural land +GOLDTERMS:4578 mixs:env_broad ENVO:01000254 +GOLDTERMS:4578 mixs:env_local ENVO:00000446 +GOLDTERMS:4578 mixs:env_medium ENVO:00001998 +GOLDTERMS:4578 mixs:mixs_extension mixs:Soil +GOLDTERMS:4578 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4578 rdfs:label Environmental > Terrestrial > Soil > Soil crust +GOLDTERMS:5439 mixs:env_broad ENVO:01000254 +GOLDTERMS:5439 mixs:env_local ENVO:01001835 +GOLDTERMS:5439 mixs:env_medium ENVO:00005741 +GOLDTERMS:5439 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:5439 mixs:mixs_extension mixs:Soil +GOLDTERMS:5439 rdfs:comment env_broad: environmental system; env_local: alpine biome; env_medium: alpine soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5439 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Alpine +GOLDTERMS:5439 skos:exactMatch ENVO:00005741 +GOLDTERMS:4206 mixs:env_broad ENVO:01000254 +GOLDTERMS:4206 mixs:env_local ENVO:00000446 +GOLDTERMS:4206 mixs:env_medium ENVO:00000134 +GOLDTERMS:4206 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4206 mixs:mixs_extension mixs:Soil +GOLDTERMS:4206 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: permafrost; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4206 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Permafrost +GOLDTERMS:5727 mixs:env_broad ENVO:00000077 +GOLDTERMS:5727 mixs:env_local ENVO:01001207 +GOLDTERMS:5727 mixs:env_medium ENVO:00001998 +GOLDTERMS:5727 mixs:mixs_extension mixs:Soil +GOLDTERMS:5727 rdfs:comment env_broad: agricultural ecosystem; env_local: ranch; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5727 rdfs:label Environmental > Terrestrial > Soil > Ranch > Agricultural land +GOLDTERMS:4211 mixs:env_broad ENVO:01000254 +GOLDTERMS:4211 mixs:env_local ENVO:00000446 +GOLDTERMS:4211 mixs:env_medium ENVO:00001998 +GOLDTERMS:4211 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4211 mixs:mixs_extension mixs:Soil +GOLDTERMS:4211 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4211 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Uranium contaminated +GOLDTERMS:4215 mixs:env_broad ENVO:01000254 +GOLDTERMS:4215 mixs:env_local ENVO:00000446 +GOLDTERMS:4215 mixs:env_medium ENVO:00001998 +GOLDTERMS:4215 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4215 mixs:mixs_extension mixs:Soil +GOLDTERMS:4215 mixs:other PATO:0015032 +GOLDTERMS:4215 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; other: increased contamination; partial +GOLDTERMS:4215 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Contaminated +GOLDTERMS:5610 mixs:env_broad ENVO:01000254 +GOLDTERMS:5610 mixs:env_local ENVO:00000255 +GOLDTERMS:5610 mixs:env_medium ENVO:00001998 +GOLDTERMS:5610 mixs:mixs_extension mixs:Soil +GOLDTERMS:5610 rdfs:comment env_broad: environmental system; env_local: flood plain; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5610 rdfs:label Environmental > Terrestrial > Soil > Floodplain +GOLDTERMS:5776 mixs:env_broad ENVO:00000077 +GOLDTERMS:5776 mixs:env_local ENVO:00000446 +GOLDTERMS:5776 mixs:env_medium ENVO:2000007 +GOLDTERMS:5776 mixs:mixs_extension mixs:Soil +GOLDTERMS:5776 rdfs:comment env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: biochar; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5776 rdfs:label Environmental > Terrestrial > Soil > Biochar > Agricultural land +GOLDTERMS:4244 mixs:env_broad ENVO:01000254 +GOLDTERMS:4244 mixs:env_local ENVO:00000446 +GOLDTERMS:4244 mixs:env_medium ENVO:00002259 +GOLDTERMS:4244 mixs:mixs_extension mixs:Soil +GOLDTERMS:4244 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: agricultural soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4244 rdfs:label Environmental > Terrestrial > Soil > Loam > Agricultural soil +GOLDTERMS:4244 skos:exactMatch ENVO:00002259 +GOLDTERMS:5725 mixs:env_broad ENVO:01000254 +GOLDTERMS:5725 mixs:env_local ENVO:00000446 +GOLDTERMS:5725 mixs:env_medium ENVO:00005802 +GOLDTERMS:5725 mixs:mixs_extension mixs:Soil +GOLDTERMS:5725 mixs:other PATO:0015032 +GOLDTERMS:5725 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; other: increased contamination; partial +GOLDTERMS:5725 rdfs:label Environmental > Terrestrial > Soil > Bulk soil > Contaminated +GOLDTERMS:5438 mixs:env_broad ENVO:00000078 +GOLDTERMS:5438 mixs:env_local ENVO:00000446 +GOLDTERMS:5438 mixs:env_medium ENVO:00001998 +GOLDTERMS:5438 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:5438 mixs:mixs_extension mixs:Soil +GOLDTERMS:5438 rdfs:comment env_broad: farm; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5438 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Farm +GOLDTERMS:5438 skos:exactMatch ENVO:00000078 +GOLDTERMS:5821 mixs:env_broad ENVO:01000254 +GOLDTERMS:5821 mixs:env_local ENVO:00000446 +GOLDTERMS:5821 mixs:env_medium ENVO:03600016 +GOLDTERMS:5821 mixs:mixs_extension mixs:Soil +GOLDTERMS:5821 mixs:other ENVO:00000328 +GOLDTERMS:5821 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: saprolite; mixs_extension: MIXS:Soil; other: vadose zone; partial +GOLDTERMS:5821 rdfs:label Environmental > Terrestrial > Soil > Vadose zone > Saprolite +GOLDTERMS:5821 skos:exactMatch ENVO:03600016 +GOLDTERMS:5770 mixs:env_broad ENVO:00000077 +GOLDTERMS:5770 mixs:env_local ENVO:03600087 +GOLDTERMS:5770 mixs:env_medium ENVO:00001998 +GOLDTERMS:5770 mixs:mixs_extension mixs:Soil +GOLDTERMS:5770 rdfs:comment env_broad: agricultural ecosystem; env_local: greenhouse; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5770 rdfs:label Environmental > Terrestrial > Soil > Greenhouse > Agricultural land +GOLDTERMS:5612 mixs:env_broad ENVO:01000254 +GOLDTERMS:5612 mixs:env_local ENVO:00000446 +GOLDTERMS:5612 mixs:env_medium ENVO:00001998 +GOLDTERMS:5612 mixs:mixs_extension mixs:Soil +GOLDTERMS:5612 mixs:other PATO:0015032 +GOLDTERMS:5612 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: increased contamination; partial +GOLDTERMS:5612 rdfs:label Environmental > Terrestrial > Soil > Paddy field/soil > Contaminated +GOLDTERMS:4202 mixs:env_broad ENVO:01000254 +GOLDTERMS:4202 mixs:env_local ENVO:01001357 +GOLDTERMS:4202 mixs:env_medium ENVO:00005800 +GOLDTERMS:4202 mixs:mixs_extension mixs:Soil +GOLDTERMS:4202 rdfs:comment env_broad: environmental system; env_local: desert; env_medium: desert sand; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4202 rdfs:label Environmental > Terrestrial > Soil > Sand > Desert +GOLDTERMS:4202 skos:exactMatch ENVO:00005800 +GOLDTERMS:4232 mixs:env_broad ENVO:01000254 +GOLDTERMS:4232 mixs:env_local ENVO:00002061 +GOLDTERMS:4232 mixs:env_medium ENVO:00002982 +GOLDTERMS:4232 mixs:mixs_extension mixs:Soil +GOLDTERMS:4232 rdfs:comment env_broad: environmental system; env_local: oil spill; env_medium: clay; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4232 rdfs:label Environmental > Terrestrial > Soil > Clay > Oil-contaminated +GOLDTERMS:5244 mixs:env_broad ENVO:01000254 +GOLDTERMS:5244 mixs:env_local ENVO:00000446 +GOLDTERMS:5244 mixs:env_medium ENVO:00001998 +GOLDTERMS:5244 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:5244 mixs:mixs_extension mixs:Soil +GOLDTERMS:5244 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5244 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Riparian soil +GOLDTERMS:4418 mixs:env_broad ENVO:01000254 +GOLDTERMS:4418 mixs:env_local ENVO:00000446 +GOLDTERMS:4418 mixs:env_medium ENVO:00001998 +GOLDTERMS:4418 mixs:mixs_extension mixs:Soil +GOLDTERMS:4418 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4418 rdfs:label Environmental > Terrestrial > Soil > Fossil +GOLDTERMS:4229 mixs:env_broad ENVO:01000254 +GOLDTERMS:4229 mixs:env_local ENVO:00000446 +GOLDTERMS:4229 mixs:env_medium ENVO:00002982 +GOLDTERMS:4229 mixs:mixs_extension mixs:Soil +GOLDTERMS:4229 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: clay; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4229 rdfs:label Environmental > Terrestrial > Soil > Clay +GOLDTERMS:4229 skos:exactMatch ENVO:00002262 +GOLDTERMS:5420 mixs:env_broad ENVO:01000254 +GOLDTERMS:5420 mixs:env_local ENVO:00000108 +GOLDTERMS:5420 mixs:env_medium ENVO:00001998 +GOLDTERMS:5420 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:5420 mixs:mixs_extension mixs:Soil +GOLDTERMS:5420 rdfs:comment env_broad: environmental system; env_local: meadow ecosystem; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5420 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Meadow +GOLDTERMS:4214 mixs:env_broad ENVO:01000254 +GOLDTERMS:4214 mixs:env_local ENVO:00000300 +GOLDTERMS:4214 mixs:env_medium ENVO:00001998 +GOLDTERMS:4214 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4214 mixs:mixs_extension mixs:Soil +GOLDTERMS:4214 rdfs:comment env_broad: environmental system; env_local: scrubland area; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4214 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Shrubland +GOLDTERMS:4214 skos:exactMatch ENVO:00000300 +GOLDTERMS:5768 mixs:env_broad ENVO:00000077 +GOLDTERMS:5768 mixs:env_local ENVO:01001177 +GOLDTERMS:5768 mixs:env_medium ENVO:00005742 +GOLDTERMS:5768 mixs:mixs_extension mixs:Soil +GOLDTERMS:5768 rdfs:comment env_broad: agricultural ecosystem; env_local: arable land; env_medium: arable soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5768 rdfs:label Environmental > Terrestrial > Soil > Arable > Agricultural land +GOLDTERMS:4234 mixs:env_broad ENVO:01001209 +GOLDTERMS:4234 mixs:env_local ENVO:00000446 +GOLDTERMS:4234 mixs:env_medium ENVO:00000134 +GOLDTERMS:4234 mixs:mixs_extension mixs:Soil +GOLDTERMS:4234 rdfs:comment env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: permafrost; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4234 rdfs:label Environmental > Terrestrial > Soil > Wetlands > Permafrost +GOLDTERMS:4220 mixs:env_broad ENVO:01000254 +GOLDTERMS:4220 mixs:env_local ENVO:00002061 +GOLDTERMS:4220 mixs:env_medium ENVO:00001998 +GOLDTERMS:4220 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4220 mixs:mixs_extension mixs:Soil +GOLDTERMS:4220 rdfs:comment env_broad: environmental system; env_local: oil spill; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4220 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Oil-contaminated +GOLDTERMS:4711 mixs:env_broad ENVO:01000254 +GOLDTERMS:4711 mixs:env_local ENVO:01000910 +GOLDTERMS:4711 mixs:env_medium ENVO:00001998 +GOLDTERMS:4711 mixs:mixs_extension mixs:Soil +GOLDTERMS:4711 mixs:other ENVO:01000909 +GOLDTERMS:4711 rdfs:comment env_broad: environmental system; env_local: soil biocrust; env_medium: soil; mixs_extension: MIXS:Soil; other: biocrust; partial +GOLDTERMS:4711 rdfs:label Environmental > Terrestrial > Soil > Biocrust +GOLDTERMS:4711 skos:exactMatch ENVO:01000910 +GOLDTERMS:5589 mixs:env_broad ENVO:01000254 +GOLDTERMS:5589 mixs:env_local ENVO:00000446 +GOLDTERMS:5589 mixs:env_medium ENVO:00002261 +GOLDTERMS:5589 mixs:mixs_extension mixs:Soil +GOLDTERMS:5589 mixs:other ENVO:03600011 +GOLDTERMS:5589 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; other: mineral horizon; partial +GOLDTERMS:5589 rdfs:label Environmental > Terrestrial > Soil > Mineral horizon > Forest soil +GOLDTERMS:5822 mixs:env_broad ENVO:01000254 +GOLDTERMS:5822 mixs:env_local ENVO:00000446 +GOLDTERMS:5822 mixs:env_medium ENVO:00001998 +GOLDTERMS:5822 mixs:mixs_extension mixs:Soil +GOLDTERMS:5822 mixs:other ENVO:03600018 +GOLDTERMS:5822 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: organic horizon; partial +GOLDTERMS:5822 rdfs:label Environmental > Terrestrial > Soil > Organic layer +GOLDTERMS:5822 skos:exactMatch ENVO:03600018 +GOLDTERMS:5800 mixs:env_broad ENVO:01000254 +GOLDTERMS:5800 mixs:env_local ENVO:00000446 +GOLDTERMS:5800 mixs:env_medium ENVO:02000138 +GOLDTERMS:5800 mixs:mixs_extension mixs:Soil +GOLDTERMS:5800 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: mangrove biome soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5800 rdfs:label Environmental > Terrestrial > Soil > Mangrove soil +GOLDTERMS:4235 mixs:env_broad ENVO:01001209 +GOLDTERMS:4235 mixs:env_local ENVO:00000446 +GOLDTERMS:4235 mixs:env_medium ENVO:00001998 +GOLDTERMS:4235 mixs:mixs_extension mixs:Soil +GOLDTERMS:4235 rdfs:comment env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4235 rdfs:label Environmental > Terrestrial > Soil > Wetlands +GOLDTERMS:4203 mixs:env_broad ENVO:01000254 +GOLDTERMS:4203 mixs:env_local ENVO:00000446 +GOLDTERMS:4203 mixs:env_medium ENVO:01000017 +GOLDTERMS:4203 mixs:mixs_extension mixs:Soil +GOLDTERMS:4203 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: sand; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4203 rdfs:label Environmental > Terrestrial > Soil > Sand +GOLDTERMS:4203 skos:exactMatch ENVO:01000017 +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified mixs:env_broad ENVO:01000254 +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified mixs:env_local ENVO:00000446 +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified mixs:env_medium ENVO:00001998 +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified mixs:mixs_extension mixs:Soil +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified rdfs:label Environmental > Terrestrial > Soil > Unclassified +GOLDTERMS:5804 mixs:env_broad ENVO:00000232 +GOLDTERMS:5804 mixs:env_local ENVO:00000446 +GOLDTERMS:5804 mixs:env_medium ENVO:00005774 +GOLDTERMS:5804 mixs:mixs_extension mixs:Soil +GOLDTERMS:5804 rdfs:comment env_broad: fen; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial +GOLDTERMS:5804 rdfs:label Environmental > Terrestrial > Soil > Peat > Fen +GOLDTERMS:4241 mixs:env_broad ENVO:01000254 +GOLDTERMS:4241 mixs:env_local ENVO:00000446 +GOLDTERMS:4241 mixs:env_medium ENVO:00002258 +GOLDTERMS:4241 mixs:mixs_extension mixs:Soil +GOLDTERMS:4241 rdfs:comment env_broad: environmental system; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4241 rdfs:label Environmental > Terrestrial > Soil > Loam +GOLDTERMS:4241 skos:exactMatch ENVO:00002258 +GOLDTERMS:4209 mixs:env_broad ENVO:01000254 +GOLDTERMS:4209 mixs:env_local ENVO:01000177 +GOLDTERMS:4209 mixs:env_medium ENVO:00001998 +GOLDTERMS:4209 mixs:host_taxon NCBITaxon:12908 +GOLDTERMS:4209 mixs:mixs_extension mixs:Soil +GOLDTERMS:4209 rdfs:comment env_broad: environmental system; env_local: grassland biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial +GOLDTERMS:4209 rdfs:label Environmental > Terrestrial > Soil > Unclassified > Grasslands diff --git a/notebooks/notebooks.Makefile b/notebooks/notebooks.Makefile new file mode 100644 index 00000000..5ee7ba7a --- /dev/null +++ b/notebooks/notebooks.Makefile @@ -0,0 +1,51 @@ +notebooks/gold-soils.tsv: local/goldterms.db local/envo.db + poetry run sqlite3 -header -separator ' ' $(word 1, $^) "\ + ATTACH DATABASE '$(word 2, $^)' AS envo; \ + select \ + s.subject sub , s.predicate pred , COALESCE(s.object, s.value) AS object_or_value \ + from \ + entailed_edge ee \ + join statements s on \ + ee.subject = s.subject \ + where \ + ee.predicate = 'rdfs:subClassOf' \ + and \ + s.predicate not in ('rdf:type', 'rdfs:subClassOf', 'oio:hasExactSynonym', 'owl:equivalentClass' ) \ + and \ + ee.object = 'GOLDTERMS:4212'" > $@ + +# http://35.173.42.85/repository goldterms-with-support +#PREFIX rdfs: + #PREFIX : + #PREFIX rdf: + #PREFIX owl: + #PREFIX oboInOwl: + #PREFIX skos: + #select ?s ?p ?o ?olab + ##?p (count(?s) as ?count) + #where { + # ?s rdfs:subClassOf* ; + # ?p ?o . + # optional { + # ?o rdfs:label ?olab + # } + # minus { + # ?s rdfs:subClassOf ?o + # } + # minus { + # ?s rdf:type ?o + # } + # minus { + # ?s owl:equivalentClass ?o + # } + # minus { + # ?s oboInOwl:hasExactSynonym ?o + # } + # minus { + # ?s skos:closeMatch ?o + # } + # minus { + # ?s skos:exactMatch ?o + # } + #} + ##group by ?p \ No newline at end of file diff --git a/notebooks/sels_depletion.tsv b/notebooks/sels_depletion.tsv new file mode 100644 index 00000000..c6f9bfde --- /dev/null +++ b/notebooks/sels_depletion.tsv @@ -0,0 +1,4374 @@ +removed,reason +bone element environment,anatomical entity environment +environment determined by a metazoan secretion,anatomical entity environment +mouth environment,anatomical entity environment +axilla skin environment,anatomical entity environment +integumental system environment,anatomical entity environment +anatomical entity environment,anatomical entity environment +face skin environment,anatomical entity environment +fungi-associated environment,anatomical entity environment +intestine environment,anatomical entity environment +skin environment,anatomical entity environment +environment associated with a fungal tissue,anatomical entity environment +digestive tract environment,anatomical entity environment +feather environment,anatomical entity environment +mushroom environment,anatomical entity environment +heart vasculature,anatomical entity +axilla,anatomical entity +skeletal element,anatomical entity +hindgut,anatomical entity +outer epithelium,anatomical entity +muscle structure,anatomical entity +subdivision of tube,anatomical entity +anatomical surface region,anatomical entity +cardiac chamber,anatomical entity +thoracic segment of trunk,anatomical entity +extraembryonic epithelium,anatomical entity +intra-ocular muscle,anatomical entity +neural plate,anatomical entity +vasculature,anatomical entity +bone foramen,anatomical entity +mixed endoderm/mesoderm-derived structure,anatomical entity +ectoderm of buccopharyngeal membrane,anatomical entity +cranial bone,anatomical entity +head or neck skin,anatomical entity +cloacal vent,anatomical entity +future diencephalon,anatomical entity +embryonic head,anatomical entity +rhombencephalon neural crest,anatomical entity +eye muscle,anatomical entity +ectoderm-derived structure,anatomical entity +jaw mesenchyme,anatomical entity +vascular plexus,anatomical entity +future mouth,anatomical entity +sweat,anatomical entity +anterior lateral plate mesoderm,anatomical entity +skeletal system,anatomical entity +jaw region,anatomical entity +anatomical junction,anatomical entity +mouth mucosa,anatomical entity +entire sense organ system,anatomical entity +digestive system element,anatomical entity +vasculature of trunk,anatomical entity +skeleton,anatomical entity +intestinal epithelium,anatomical entity +hemopoietic organ,anatomical entity +synovial fluid,anatomical entity +1st arch mesenchyme,anatomical entity +bodily fluid,anatomical entity +optic neural crest,anatomical entity +vascular cord,anatomical entity +presumptive segmental plate,anatomical entity +prechordal plate,anatomical entity +dense irregular connective tissue,anatomical entity +excreta,anatomical entity +ecto-epithelium,anatomical entity +heart blood vessel,anatomical entity +head,anatomical entity +gill,anatomical entity +endoderm of foregut,anatomical entity +mesenchyme from rhombencephalic neural crest,anatomical entity +vasculature of organ,anatomical entity +endoderm of hindgut,anatomical entity +ventricular system of central nervous system,anatomical entity +neural rod,anatomical entity +axial mesoderm,anatomical entity +presumptive blood,anatomical entity +eye epithelium,anatomical entity +bone of craniocervical region,anatomical entity +neural tube derived brain,anatomical entity +mandibular process mesenchyme from neural crest,anatomical entity +musculature of pectoral girdle,anatomical entity +lateral structure,anatomical entity +dermomyotome,anatomical entity +cuboidal epithelium,anatomical entity +skin of body,anatomical entity +uvea,anatomical entity +ciliary processes,anatomical entity +trunk paraxial mesoderm,anatomical entity +simple cuboidal epithelium,anatomical entity +synovial joint of pectoral girdle,anatomical entity +cleaving embryo,anatomical entity +brain,anatomical entity +regional part of brain,anatomical entity +1st arch mandibular component,anatomical entity +holothurian digestive tract,anatomical entity +respiratory system blood vessel,anatomical entity +cranial placode,anatomical entity +pharyngeal arch 1,anatomical entity +articulation,anatomical entity +wall of heart,anatomical entity +pharyngeal region of foregut,anatomical entity +skin of face,anatomical entity +mucosa,anatomical entity +vitreous humor,anatomical entity +future nervous system,anatomical entity +pre-chordal neural plate,anatomical entity +nucleus of brain,anatomical entity +lens placode,anatomical entity +reproductive system,anatomical entity +ciliary body,anatomical entity +vasculature of eye,anatomical entity +musculature,anatomical entity +head connective tissue,anatomical entity +skin epithelium,anatomical entity +simple columnar epithelium,anatomical entity +loose connective tissue,anatomical entity +lens of camera-type eye,anatomical entity +trunk region element,anatomical entity +feather,anatomical entity +interstitial fluid,anatomical entity +wall of lateral ventricle,anatomical entity +surface structure,anatomical entity +neural groove,anatomical entity +lymphatic vessel,anatomical entity +cerebrospinal fluid,anatomical entity +germ layer / neural crest,anatomical entity +anatomical collection,anatomical entity +neural tissue,anatomical entity +embryonic cardiovascular system,anatomical entity +head bone,anatomical entity +hypothalamic nucleus,anatomical entity +anatomical wall,anatomical entity +cell condensation,anatomical entity +1st arch mesenchyme from neural crest,anatomical entity +telencephalon,anatomical entity +choroidal blood vessel,anatomical entity +postcranial axial skeleton,anatomical entity +viscus,anatomical entity +vasculature of head,anatomical entity +alimentary part of gastrointestinal system,anatomical entity +respiratory system,anatomical entity +anterior region of body,anatomical entity +cardiovascular system,anatomical entity +hemolymphoid system,anatomical entity +vitreous body,anatomical entity +regurgitated substance,anatomical entity +hypodermis,anatomical entity +respiratory system basement membrane,anatomical entity +head mesenchyme from mesoderm,anatomical entity +blood vessel,anatomical entity +skin of head,anatomical entity +forebrain neural plate,anatomical entity +embryo,anatomical entity +anterior segment of eyeball,anatomical entity +1st arch mesenchyme from head mesenchyme,anatomical entity +anatomical system,anatomical entity +anatomical structure,anatomical entity +appendage girdle complex,anatomical entity +respiratory system muscle,anatomical entity +extraembryonic structure,anatomical entity +mandibular neural crest,anatomical entity +skeletal element of eye region,anatomical entity +integumental system,anatomical entity +retina blood vessel,anatomical entity +excretory system,anatomical entity +craniocervical region,anatomical entity +digestive tract,anatomical entity +chyme,anatomical entity +cardiopharyngeal field,anatomical entity +intestine,anatomical entity +blood vasculature,anatomical entity +thoracic segment connective tissue,anatomical entity +cranial blood vasculature,anatomical entity +haemolymphatic fluid,anatomical entity +basement membrane of epithelium,anatomical entity +non-neurogenic ectodermal placode,anatomical entity +immature eye,anatomical entity +girdle skeleton,anatomical entity +nerve of trunk region,anatomical entity +oronasal secretion,anatomical entity +intestine smooth muscle,anatomical entity +feces,anatomical entity +nerve of thoracic segment,anatomical entity +camera-type eye,anatomical entity +orifice,anatomical entity +mesoderm-derived structure,anatomical entity +pectoral lymphatic vessel,anatomical entity +facial bone,anatomical entity +epithelial fold,anatomical entity +foregut epithelium,anatomical entity +subdivision of head,anatomical entity +excretory tube,anatomical entity +simple eye,anatomical entity +future forebrain,anatomical entity +non-connected functional system,anatomical entity +epiblast (generic),anatomical entity +skeletal element projection,anatomical entity +pharyngeal arch system,anatomical entity +smooth muscle tissue,anatomical entity +thoracic skeleton,anatomical entity +primitive heart tube,anatomical entity +skin muscle,anatomical entity +developing mesenchymal condensation,anatomical entity +pectoral girdle skeleton,anatomical entity +organism subdivision,anatomical entity +1st arch mandibular mesenchyme from head mesenchyme,anatomical entity +cranium,anatomical entity +periventricular zone of hypothalamus,anatomical entity +embryonic tissue,anatomical entity +eye mesenchyme,anatomical entity +primary subdivision of skull,anatomical entity +septum,anatomical entity +irregular connective tissue,anatomical entity +lymph,anatomical entity +epithelium of gonad,anatomical entity +blood island,anatomical entity +mixed ectoderm/mesoderm/endoderm-derived structure,anatomical entity +choroid plexus,anatomical entity +cutaneous appendage,anatomical entity +cloaca,anatomical entity +endo-epithelium,anatomical entity +cranial skeletal system,anatomical entity +respiratory system smooth muscle,anatomical entity +nerve of head region,anatomical entity +subdivision of skeletal system,anatomical entity +amniotic fluid,anatomical entity +vascular system,anatomical entity +ectodermal part of digestive tract,anatomical entity +buccopharyngeal membrane,anatomical entity +optic cup,anatomical entity +hematopoietic system,anatomical entity +stomodeum,anatomical entity +lens vesicle epithelium,anatomical entity +trunk mesenchyme,anatomical entity +craniocervical region musculature,anatomical entity +mandibular process mesenchyme from head mesenchyme,anatomical entity +integumentary adnexa,anatomical entity +respiratory system lymphatic vessel smooth muscle,anatomical entity +jaw skeleton,anatomical entity +girdle bone/zone,anatomical entity +cardiogenic plate,anatomical entity +axial skeleton plus cranial skeleton,anatomical entity +presumptive gut,anatomical entity +presumptive structure,anatomical entity +postcranial axial 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material,environmental material +jack bean (whole),environmental material +plastic,environmental material +coffee based beverage product,environmental material +alluvial soil,environmental material +magma,environmental material +luvisol,environmental material +congelation ice in a fresh water body,environmental material +liquid water,environmental material +distilled fermented beverage,environmental material +atmospheric ozone,environmental material +Limburger cheese food product,environmental material +mammalian meat food product,environmental material +loam,environmental material +non-fruit wine food product,environmental material +"extract, concentrate or isolate of plant or animal",environmental material +soybean condiment,environmental material +chocolate or cocoa,environmental material +glaze,environmental material +algal material,environmental material +dolomite,environmental material +nitisol,environmental material +sausage (whole),environmental material +natural 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product,environmental material +clathrate material,environmental material +milk dessert food product,environmental material +oil sludge,environmental material +powdery snow,environmental material +asphalt,environmental material +cabbage food product,environmental material +industrial wastewater,environmental material +solanaceous root food product,environmental material +cucurbit fruit food product,environmental material +blood material,environmental material +asphalt concrete,environmental material +hide,environmental material +clastic sedimentary rock,environmental material +ultisol,environmental material +latex,environmental material +atmospheric carbon dioxide,environmental material +arsenic-rich mud,environmental material +cement plaster,environmental material +epipelon,environmental material +synthetic plastic,environmental material +50221200 - processed cereal products (gs1 gpc),environmental material +pork (dehydrated),environmental material +coarse beach sand,environmental material +salad food product,environmental material +"velvet bean (whole, dried)",environmental material +farmyard manure,environmental material +plant seed or nut food product,environmental material +biogas,environmental material +invertebrate animal food product,environmental material +apple beverage,environmental material +pont ieveque cheese food product,environmental material +pantothenate enriched soil,environmental material +vinegar food product,environmental material +grape berry food product,environmental material +candy (us cfr),environmental material +planktonic material,environmental material +hay,environmental material +muskmelon (Cucumis melo) fruit food product,environmental material +crystal,environmental material +USA agency food product type,environmental material +Codex Alimentarius classification of food and feed commodities,environmental material +flaxseed oil,environmental material +manganese-reducing sediment,environmental material +mammalian milk 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material,environmental material +slurry,environmental material +foamed plastic,environmental material +grain dust,environmental material +sheep milk cheese (unpasteurized),environmental material +cryoconite deposit,environmental material +cream food product,environmental material +plant seed based bakery food product,environmental material +mangrove biome soil,environmental material +turkey meat food product,environmental material +cocoa beverage,environmental material +fonio food product,environmental material +ground beef food product,environmental material +hoar crystal,environmental material +inorganically enriched sediment,environmental material +borax leachate,environmental material +poultry manure,environmental material +creosote contaminated soil,environmental material +plant matter,environmental material +periphytic biofilm,environmental material +soil,environmental material +grain of sea sand,environmental material +particle of clay,environmental material +fecal 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environmental material +indeterminate root nodule senescent zone,mass of environmental material +indeterminate root nodule active meristem,mass of environmental material +diatomite particle,mass of environmental material +photosphere,mass of environmental material +glory,meteor +solar rainbow,meteor +water-based cloud,meteor +fogbow,meteor +cloud,meteor +monochrome solar rainbow,meteor +light emitted by lightning,meteor +reflection rainbow,meteor +lunar rainbow,meteor +meteor,meteor +homomutatus cloud,meteor +silvagenitus cloud,meteor +rainbow,meteor +hydrometeor,meteor +homogenitus cloud,meteor +polar stratospheric cloud,meteor +halo,meteor +photometeor,meteor +cloud top,meteor +cloud base,meteor +cloud part,meteor +mid-elevation mountain,mid-elevation mountain +UNEP-WCMC class 6 mountain,mid-elevation mountain +UNEP-WCMC class 5 mountain,mid-elevation mountain +UNEP-WCMC class 4 mountain,mid-elevation mountain +uranium deposit,mineral deposit +stalagmite,mineral deposit +mineral deposit,mineral deposit +stalactite,mineral deposit +speleothem,mineral deposit +natural nuclear fission reactor,mineral deposit +rain,object aggregate +freezing rain,object aggregate +falling sleet,object aggregate +hail,object aggregate +falling snow,object aggregate +water-based rain,object aggregate +object aggregate,object aggregate +acidic water-based rain,object aggregate +political entity,political entity +supranational geopolitical entity,political entity +first nations reserve,political entity +national geopolitical entity,political entity +sub-Earth,astronomical body +meteoroid,astronomical body +planetesimal,astronomical body +minor planet,astronomical body +asteroid,astronomical body +mesoplanet,astronomical body +moonmoon,astronomical body +planet,astronomical body +ocean planet,astronomical body +protoplanet,astronomical body +lava planet,astronomical body +astronomical body,astronomical body +super-Earth,astronomical body +mega-Earth,astronomical body +super-Jupiter,astronomical body +chthonian planet,astronomical body +terrestrial planet,astronomical body +desert planet,astronomical body +dwarf planet,astronomical body +planetary moon,astronomical body +ice planet,astronomical body +iron planet,astronomical body +circumbinary planet,astronomical body diff --git a/notebooks/sels_targets.tsv b/notebooks/sels_targets.tsv new file mode 100644 index 00000000..180a53ad --- /dev/null +++ b/notebooks/sels_targets.tsv @@ -0,0 +1,5132 @@ +ENVO:01001022 natural lake +ENVO:01000518 diapir +UBERON:0002539 pharyngeal arch +ENVO:01000814 solid environmental material +UBERON:0002385 muscle tissue +FOODON:03400842 non alcoholic beverage (eurofir) +FOODON:00002813 pea food product +FOODON:03307345 sugar (refined) +ENVO:03501337 temple +ENVO:03510040 stain +ENVO:01001159 cirrus homogenitus cloud +ENVO:00002160 estuarine mud +UBERON:0004232 lymphatic vessel smooth muscle +ENVO:00002179 intertidal sediment +ENVO:01000036 oceanic mesopelagic zone biome +FOODON:00001173 plant seed food product +CHEBI:63062 aluminium cation +ENVO:01001608 kerosene oil +ENVO:01000487 brick building floor +ENVO:01000810 planetary atmosphere +ENVO:03501323 residential environment +FOODON:03420152 carbohydrate extract, concentrate, or isolate +UBERON:0001836 saliva +CHEBI:50796 nanotube +ENVO:03510000 wood dust +ENVO:02000153 marine salt marsh sediment +ENVO:00002276 animal waste material +FOODON:03400148 milk or milk product (us cfr) +ENVO:01001035 environment determined by a biofilm on a fungal surface +CHEBI:49470 aluminium(3+) +CHEBI:33637 ortho-fused compound +ENVO:01000940 fissure water +ENVO:01001811 temperate grassland +UBERON:0003350 epithelium of mucosa +ENVO:01000318 extreme high temperature environment +ENVO:00000403 shield volcano +NCBITaxon:162985 Hapalosiphon +ENVO:03501193 pharmacy +CHEBI:37134 elemental barium +UBERON:0005068 neural rod +FOODON:00001290 salad dressing +UBERON:0015329 respiratory system basement membrane +ENVO:00000008 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tempeh food product +ENVO:1000749 microcontinental island +ENVO:03501231 hospice +PO:0006001 phyllome +ENVO:01001132 hot Neptune +UBERON:0001444 subdivision of head +CHEBI:24373 glycine derivative +UBERON:0000161 orifice +PO:0025127 primordium +ENVO:00010624 botanical garden +UBERON:0006238 future brain +UBERON:0001766 anterior chamber of eyeball +ENVO:00000331 stalactite +NCBITaxon:2 Bacteria +UBERON:0007383 enveloping layer of ectoderm +ENVO:03501180 patient room +ENVO:01000102 cold surface current +ENVO:03501173 post-anesthesia care unit facility +CHEBI:35875 imidazopyrimidine +UBERON:0000486 multilaminar epithelium +UBERON:0005057 immune organ +FOODON:00001202 winged bean food product +ENVO:01001884 surface landform +ENVO:03000085 thermokarst +UBERON:0036253 orifice of skull +ENVO:01001263 area designated for human defecation +ENVO:2100005 face skin environment +ENVO:01001098 tectonic plate boundary +ENVO:01000748 continental crust +CHEBI:37007 nicotinamide dinucleotide +UBERON:0003456 respiratory system lymphatic vessel +UBERON:0006240 future forebrain +FOODON:00001114 zebra dairy food product +ENVO:01000731 igneous extrusion +NCBITaxon:88770 Panarthropoda +CHEBI:31001 octacosanoic acid +CHEBI:24835 inorganic molecular entity +CHEBI:28694 copper atom +ENVO:01001288 kaolin dust +CHEBI:38104 oxacycle +ENVO:00002128 mesophilic sulfur spring +ENVO:00000302 rift valley +ENVO:00002207 self-heating coal mine waste material +ENVO:01000041 neritic sea surface microlayer biome +ENVO:01000515 tiled building roof +ENVO:01001058 environment associated with a fungal tissue +ENVO:03501137 hospital unit facility +CHEBI:22918 branched-chain amino acid +ENVO:03500001 playground +ENVO:00005784 spruce forest soil +ENVO:01001421 cirrus uncinus cloud +UBERON:0003837 thoracic segment connective tissue +ENVO:01000402 tropical mixed broadleaf forest +UBERON:0004111 anatomical conduit +ENVO:00000100 valley +UBERON:0010337 mandibular process mesenchyme from head mesenchyme 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ecoregion +ENVO:01000641 planetary core +ENVO:00000108 meadow ecosystem +ENVO:03501365 bucket conveyor +ENVO:01001283 aluminium dust +ENVO:01000199 mediterranean forest biome +ENVO:01001063 oxic water +ENVO:01000246 village biome +ENVO:03501212 handrail +ENVO:01000673 shear fracture +ENVO:00002256 regosol +ENVO:01000088 mid-shelf fronts +ENVO:03600013 bituminous sand +UBERON:0000047 simple eye +CHEBI:27594 carbon atom +UBERON:0019304 sensory organ epithelium +CHEBI:33356 iron group element atom +FOODON:00001064 bottled beer food product +ENVO:03600079 shredder +ENVO:01001388 oceanic mussel bed +ENVO:00000460 penplain +UBERON:0003831 respiratory system muscle +ENVO:03600046 processed tobacco +ENVO:01000042 neritic epipelagic zone biome +ENVO:01000326 deep chlorophyll maximum layer +CHEBI:33447 phospho sugar +ENVO:01001690 mass of liquid +ENVO:02000020 blood material +ENVO:00000473 gravel pit +ENVO:01000780 public road +ENVO:03501313 food production environmental monitoring zone 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lymphoid system +CHEBI:18230 chlorophyll a +ENVO:03501205 private prison +FOODON:00001038 pork meat food product +FOODON:00001098 fermented apple beverage +ENVO:00002273 fluvisol +ENVO:06105026 granule of plastic foam +NCBITaxon:2821351 Conifers II +ENVO:01000172 indeterminate root nodule senescent zone +ENVO:01001556 pack ice mass +ENVO:01000638 planetary crust +NCBITaxon:33213 Bilateria +ENVO:01001163 IUCN wilderness area +FOODON:00001125 ovine cheese food product +NCBITaxon:7624 Echinozoa +CHEBI:24533 heterodetic cyclic peptide +UBERON:0005162 multi cell part structure +UBERON:0005085 ectodermal placode +ENVO:03500016 electroplating fume +NCBITaxon:1890450 Aphanothecaceae +ENVO:00000056 fishpond +ENVO:00002148 coarse beach sand +ENVO:03000138 particle of snow +ENVO:01001154 volatile astrogeological material +CHEBI:25805 oxygen atom +UBERON:0001768 uvea +CHEBI:47909 3-oxo-Delta(4) steroid +ENVO:00002013 igneous rock +CHEBI:24433 group +ENVO:03000145 snow-covered land +UBERON:0002201 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container of an intermittent oxbow lake +ENVO:03501318 hygienic food production area +ENVO:01001116 bovine dairy liquid manure +ENVO:01000642 outer planetary core +ENVO:01000470 building envelope +ENVO:01000523 pit latrine with slab floor +ENVO:00002264 waste material +UBERON:0006264 mouth-foregut junction +ENVO:00000424 lake island +UBERON:0003103 compound organ +ENVO:00005792 underground water +ENVO:01000439 andesitic volcano +ENVO:00000422 limestone pavement +UBERON:0000926 mesoderm +CHEBI:32955 epoxide +ENVO:00000192 mudflat +UBERON:0005062 neural fold +ENVO:02000104 cement dust +ENVO:01000316 alkaline environment +UBERON:0010359 pharyngeal arch mesenchyme from neural crest +CHEBI:35881 pnictogen hydride +UBERON:0013701 main body axis +ENVO:00002000 slope +ENVO:01000627 feedlot +ENVO:01000595 cupboard +FOODON:00001216 cream food product +ENVO:03520005 cloud top +ENVO:00003086 ethanol enriched soil +CHEBI:167564 paralytic shellfish toxin +ENVO:06105124 coastal anthropogenic litter 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carboxylate +ENVO:01000908 geothermally heated river +FOODON:00001218 bee food product +ENVO:01000997 environmental system determined by a quality +ENVO:01000532 covered pit latrine +NCBITaxon:2698737 Sar +CHEBI:17632 nitrate +CHEBI:33704 alpha-amino acid +ENVO:00000558 diversionary dam +ENVO:00000283 ridge +ENVO:00000025 reservoir +CHEBI:33969 gold molecular entity +ENVO:03501240 skerry +ENVO:01000135 nitrate-reducing sediment +ENVO:00000009 national geopolitical entity +ENVO:03501143 discharge unit facility +ENVO:03510055 rubber cement +NCBITaxon:40255 Modiolus +CHEBI:37143 organofluorine compound +CHEBI:33352 manganese group element atom +ENVO:01001355 crater zone +ENVO:03501276 oast house +UBERON:0001893 telencephalon +ENVO:01000257 white smoker +CHEBI:25216 metalloporphyrin +ENVO:01000926 knackery +CHEBI:27798 nitrobenzene +ENVO:01001395 necromass +CHEBI:46681 anthophyllite +UBERON:0006904 head mesenchyme from mesoderm +CHEBI:83628 N-acylammonia +UBERON:0001776 optic choroid 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+ENVO:03501139 breast screening unit facility +ENVO:03000111 snow mass +FOODON:00001285 goose meat food product +ENVO:01001153 circumbinary planet +ENVO:02000139 desert spring +ENVO:03501301 baseboard +ENVO:03000038 cryoconite deposit +CHEBI:29337 azanide +CHEBI:33679 helium molecular entity +FOODON:00002373 food product by meal type +ENVO:01000418 human house +FOODON:00002035 milk dessert food product +ENVO:01000979 channel of an intermittent river +ENVO:01000560 charcoal +FOODON:00001223 sausage (dried, fermented) +ENVO:01001712 free atmosphere +ENVO:00000203 rift lake +NCBITaxon:1437197 Petrosaviidae +ENVO:02000049 coastal water body +ENVO:00000484 polynya +ENVO:01001012 lithometeor +FOODON:03305536 honey blend table syrup +UBERON:0003498 heart blood vessel +FOODON:00001092 vertebrate animal food product +ENVO:01001495 dioxygen dissolved in marine water +ENVO:01001849 glaze +ENVO:01000559 compressed biogas +ENVO:01000408 environmental zone +ENVO:01001240 woodland canopy +UBERON:3000977 body external integument structure +ENVO:01000126 marine sub-littoral zone +ENVO:03501359 equipment frame +ENVO:00000334 syngenetic karst +CHEBI:37045 purine ribonucleoside 5'-triphosphate +ENVO:01000324 planetary surface +CHEBI:33848 polycyclic arene +ENVO:00002055 sandstone +UBERON:0010912 subdivision of skeleton +ENVO:00002272 waste treatment plant +ENVO:01000283 lake layer +CHEBI:16670 peptide +ENVO:04000009 active permafrost layer +ENVO:03501364 packaging equipment +ENVO:00000533 landfill +ENVO:03501125 airport transit lounge +ENVO:00000015 ocean +ENVO:00002167 platinum mine +NCBITaxon:91827 Gunneridae +ENVO:01000393 tropical lower montane forest +ENVO:01000763 rural settlement +CHEBI:23449 cyclic peptide +ENVO:00009725 ice piedmont +ENVO:03510037 radioactive material +UBERON:0004923 organ component layer +CHEBI:33674 s-block molecular entity +ENVO:00000020 lake +ENVO:01000136 drop stone +ENVO:01000288 monomictic lake +UBERON:0001474 bone element +ENVO:03510016 tragacanth +ENVO:00000170 dune +UBERON:0007823 appendage girdle region +ENVO:01001410 altostratus cloud +ENVO:06105122 biopolymer +ENVO:00000544 leat +CHEBI:78840 olefinic compound +FOODON:00001024 pickled cabbage food product +ENVO:03501255 water trough +NCBITaxon:37267 Cyrtacanthacridinae +ENVO:03510009 gasoline exhaust +ENVO:00000174 isthmus +UBERON:0004141 heart tube +FOODON:00001211 pasta food product +UBERON:8480025 skin of clavicle region +ENVO:01001278 concrete road +ENVO:01000431 mixed forest +CHEBI:37622 carboxamide +ENVO:01000573 battery-powered electric lamp +UBERON:0003071 eye primordium +ENVO:00000219 landlocked sea +ENVO:01000307 saline water environment +CHEBI:30751 formic acid +FOODON:00001054 fermented fish or seafood food product +ENVO:01000441 andesite +ENVO:01000122 marine hydrothermal vent +ENVO:06105112 synthetic plastic +ENVO:00000149 artificial reef +ENVO:00000244 abyssal plain +NCBITaxon:33630 Alveolata +ENVO:01001042 sterile water environment +FOODON:00002053 mustard food product +NCBITaxon:92939 Gloeotrichia +UBERON:0008816 embryonic head +FOODON:00001016 cabbage food product +ENVO:01000040 oceanic benthopelagic zone biome +ENVO:00005774 peat soil +ENVO:01001551 ice lead +ENVO:00002871 alluvial soil +ENVO:01001230 tropical marginal sea biome +UBERON:0009751 cardiac mesenchyme +ENVO:00000164 rubber plantation +FOODON:00001632 barley flour food product +ENVO:00000873 freshwater biome +NCBITaxon:33208 Metazoa +ENVO:01000173 anoxic water +FOODON:03304497 edible seed food product +ENVO:01001691 mass of compounded environmental materials +CHEBI:35681 secondary alcohol +CHEBI:50795 nanostructure +CHEBI:25016 lead atom +ENVO:00001997 acid mine drainage +ENVO:01001188 holothurian digestive tract contents +PO:0005679 epidermis +ENVO:06105103 macroplastic particle +ENVO:00003927 stable manure +CHEBI:18407 hydrogen cyanide +NCBITaxon:4436 Batis maritima +ENVO:00000185 raised mire +ENVO:00000281 fault escarpment +ENVO:01000735 lopolith +ENVO:00000236 dambo +ENVO:02000048 contaminated animal feed +ENVO:00000414 natural arch +ENVO:00000380 ice shelf +FOODON:03400865 soup (eurofir) +ENVO:00005742 arable soil +ENVO:00000465 natural harbor +ENVO:03501338 human nursery +CHEBI:61642 polystyrene polymer +FOODON:00001243 animal lipid food product +ENVO:01000675 atmospheric column +CHEBI:28838 lutein +ENVO:01001268 urban stormwater +UBERON:0006601 presumptive ectoderm +ENVO:01001870 gas well +ENVO:01001460 mid-elevation mountain +UBERON:0019207 chorioretinal region +CHEBI:46926 dioxanes +UBERON:0003059 presomitic mesoderm +ENVO:01000311 cultivated environment +ENVO:01001407 cirrocumulus cloud +PCO:0000018 single-species collection of organisms +ENVO:03501256 sheet of paper +ENVO:02000123 paint +FOODON:00001102 fermented grain beverage +CHEBI:33620 aluminium molecular entity +ENVO:01000427 carbon nanotube enriched soil +ENVO:03501224 carvery +CHEBI:27889 lead(0) +FOODON:00001294 goat milk cheese (unpasteurized) +CHEBI:35106 nitrogen hydride +NCBITaxon:44822 Microcystis viridis +ENVO:01001462 UNEP-WCMC class 2 mountain +ENVO:01001796 temperate mixed forest +UBERON:0000010 peripheral nervous system +FOODON:00001230 mustard seed food product +ENVO:00000461 pseudocrater +PO:0025161 portion of plant substance +UBERON:0002100 trunk +FOODON:00001610 apple condiment +ENVO:01000958 terrestrial planet +ENVO:00005765 frozen compost soil +ENVO:01001226 terrestrial natural environment +CHEBI:33372 neodymium atom +ENVO:00000156 desert oasis +CHEBI:36927 carbon-14 atom +ENVO:01000286 dimictic lake +UBERON:0003258 endoderm of foregut +ENVO:00000019 saline lake +CHEBI:9171 skatole +ENVO:01000480 glass +ENVO:01001716 warm occluded front +ENVO:04000008 soil organic matter +ENVO:00000058 underground lake +FOODON:00001097 fermented sugar cane beverage +CHEBI:15996 GTP +ENVO:00000354 volcanic field +FOODON:00001009 hot dog +CHEBI:30514 caesium atom +ENVO:00002005 air +CHEBI:36875 radical ion +ENVO:03600050 space station +FOODON:00001023 mammalian milk butter +ENVO:01000051 marine black smoker biome +CHEBI:26822 sulfide +ENVO:00000256 floodway +CHEBI:47885 dinucleotide +CHEBI:38206 chlorophyllide +ENVO:00002214 power plant +ENVO:00002254 vertisol +CHEBI:33261 organosulfur compound +ENVO:01000744 human dwelling +ENVO:01000872 ballast water +ENVO:01001675 nutricline +ENVO:00000515 road cut +NCBITaxon:314146 Euarchontoglires +ENVO:00000448 hydroelectric reservoir +ENVO:01000234 mafic lava +ENVO:00000117 plantation +CHEBI:33693 oxygen hydride +ENVO:03501115 public subway train +UBERON:0000022 feather +ENVO:01001176 environment associated with an aquatic invertebrate +ENVO:00000426 ocean floor +ENVO:01000593 framed bed +ENVO:01000212 temperate mixed forest biome +ENVO:00000035 marsh +ENVO:01001871 pit +UBERON:0003077 paraxial mesoderm +CHEBI:35350 hydroxy steroid +ENVO:00000207 oceanic zone +CHEBI:61295 guanyl ribonucleotide +CHEBI:24586 hexosamine +ENVO:02000150 uranium deposit +ENVO:00000384 river bed +CHEBI:22313 alkaline earth metal atom +ENVO:01000294 crevice +ENVO:01000359 limestone cave +ENVO:00000241 tidal mudflat +UBERON:0006603 presumptive mesoderm +CHEBI:51688 enal +ENVO:01000922 animal cage +ENVO:01000267 atmosphere +CHEBI:35405 transition element oxoanion +ENVO:01003020 fiat part of an astronomical object +ENVO:00000892 small freshwater lake biome +ENVO:06105118 lost fishing gear +ENVO:01001221 office building +UBERON:0005283 tela choroidea +ENVO:01001402 haze +ENVO:00000000 geographic feature +ENVO:00000167 bar +CHEBI:32178 Talc +ENVO:01001609 cryospheric layer +ENVO:03501144 emergency unit facility +ENVO:03600077 photobioreactor +ENVO:03501129 educational facility +NCBITaxon:1118 Chroococcales +ENVO:00002249 phaeozem +ENVO:01000767 illegal settlement +UBERON:0000922 embryo +ENVO:01001109 Karman vortex street +CHEBI:33768 titanium group molecular entity +UBERON:0003353 epithelium of hindgut +ENVO:01000090 coastal upwelling front +ENVO:03400005 ice pellet +ENVO:01000798 plasma +CHEBI:49991 elemental argon +ENVO:06105211 runoff +ENVO:01000303 endolithic environment +ENVO:01001564 rain +ENVO:03510030 vitreous enamel +CHEBI:16261 chitosan +ENVO:00000182 plateau +ENVO:00000564 archeological site +ENVO:03501206 shopping center +ENVO:00000483 plunge pool +ENVO:00000269 land-tied island +ENVO:01000110 hydrogenous sediment +ENVO:00002054 chalk +CHEBI:37191 silicon oxoanion +ENVO:03501252 chicken manure +UBERON:0000465 material anatomical entity +ENVO:02000141 refinery +CHEBI:28868 fatty acid anion +CHEBI:33248 hydrocarbyl group +ENVO:01000475 brick +ENVO:01000143 marine reef +ENVO:00002875 oil contaminated soil +ENVO:03501120 dairy farm +CHEBI:49994 monoatomic neon +ENVO:00002270 chemocline +CHEBI:23367 molecular entity +ENVO:01000813 astronomical body part +ENVO:01001678 fluid layer +ENVO:01001048 sediment environment +UBERON:0001421 pectoral girdle region +ENVO:00000261 savanna +CHEBI:25274 methylamines +UBERON:0003236 epithelium of lower jaw +CHEBI:26562 ribose phosphate +UBERON:0034925 anatomical collection +ENVO:03600037 eutrophic pond +UBERON:0004291 heart rudiment +FOODON:00001152 melon fruit food product +ENVO:00005743 roadside soil +ENVO:01001474 astronomical observatory system +ENVO:00002033 carcass +ENVO:01001581 sea surface layer +ENVO:01000115 cobble sediment +CHEBI:33335 scandium group element atom +UBERON:0007831 pectoral girdle skeleton +UBERON:0001032 sensory system +CHEBI:50860 organic molecular entity +FOODON:00001800 dairy dessert food product +ENVO:03501176 psychiatric intensive care unit facility +ENVO:00000051 hot spring +NCBITaxon:9443 Primates +ENVO:01000123 marine sponge reef biome +ENVO:2000010 bitumous coal +FOODON:03412637 konjac plant +ENVO:00000408 volcanic fissure +ENVO:00000369 brine pool +ENVO:01000007 organic object formed through microbial activity +ENVO:00005776 peaty paddy field soil +ENVO:00000471 flood control dam +ENVO:01000082 biogenous sediment +ENVO:00002277 back-arc basin +CHEBI:22314 alkali metal atom +CHEBI:25608 nucleoside phosphate +ENVO:01000191 subtropical grassland biome +NCBITaxon:1206794 Ecdysozoa +CHEBI:35131 aldose phosphate +ENVO:03501218 toilet bowl +ENVO:03000002 firn +ENVO:01000290 warm monomictic lake +CHEBI:25384 monocarboxylic acid +ENVO:00000434 outwash fan +UBERON:0004225 respiratory system smooth muscle +ENVO:06105239 exchangeable calcium +UBERON:0004297 respiratory system blood vessel smooth muscle +FOODON:00002071 orange food product +UBERON:0002285 telencephalic ventricle +ENVO:03600094 stream pool +CHEBI:22629 arsenate ion +ENVO:01001491 flattened elevation +ENVO:01000597 pressure lamp +UBERON:0012475 skeleton of pectoral complex +ENVO:03510019 cleaning agent +ENVO:01000863 overflow structure +ENVO:01000314 high osmolarity environment +UBERON:0000019 camera-type eye +FOODON:00001857 food flavoring or seasoning product +UBERON:0036244 secretion of serous membrane +FOODON:00001082 bitter cheese food product +ENVO:01001799 tropical dry broadleaf forest +ENVO:00000243 freshwater wetland ecosystem +ENVO:01000336 shrub layer +CHEBI:33709 amino acid +ENVO:01001065 meteorite lake +ENVO:00000103 mangrove island +CHEBI:59999 chemical substance +UBERON:0001803 epithelium of lens +ENVO:00000332 doline +FOODON:00001201 dry bean food product +ENVO:00011764 ocean time series station +FOODON:00001139 coffee based beverage product +ENVO:01000081 pelagic isohaline surface +UBERON:0001049 neural tube +NCBITaxon:9605 Homo +CHEBI:36343 composite particle +ENVO:01001703 polar environment +FOODON:03400861 prepared food product (eurofir) +NCBITaxon:104431 Obtectomera +ENVO:01000833 water droplet +CHEBI:53388 poly(hydroxybutyrate) +ENVO:01000216 montane shrubland biome +FOODON:00001036 pont ieveque cheese food product +ENVO:00000300 scrubland area +NCBITaxon:6447 Mollusca +ENVO:00000417 machair +UBERON:0006905 mandibular process mesenchyme +CHEBI:10545 electron +FOODON:00002175 prepared hen egg product +ENVO:01000289 cold monomictic lake +CHEBI:35196 nitrogen oxide +ENVO:01000086 coastal buoyancy current front +ENVO:01001059 mock community culture +FOODON:00001232 vinaigrette dressing food product +ENVO:00000324 outflow cave +FOODON:00001062 fermented millet food product +ENVO:01001293 bush area +ENVO:01000562 flat-wick lamp +ENVO:01000271 clastic sedimentary rock +CHEBI:51580 phthalocyanines +ENVO:00005768 orchid soil +ENVO:01000067 marine current +UBERON:0005867 mandibular prominence +ENVO:03501108 passenger train +ENVO:00000524 abandoned watercourse +ENVO:00003885 brewery +ENVO:03501331 healthcare environment +CHEBI:60242 monovalent inorganic cation +CHEBI:33836 benzenoid aromatic compound +NCBITaxon:9604 Hominidae +ENVO:00000109 woodland area +ENVO:01000224 mediterranean grassland biome +UBERON:0037144 wall of heart +ENVO:01001000 environmental system determined by an organism +UBERON:0036016 honey +ENVO:01000107 seasonal marine thermocline +ENVO:02000003 pockmark field +UBERON:0002099 cardiac septum +ENVO:01000043 neritic mesopelagic zone biome +ENVO:01000287 polymictic lake +ENVO:01000590 mattress +ENVO:01000481 silica-based glass +ENVO:03600049 smokeless tobacco +ENVO:01000856 temperate marginal sea biome +UBERON:0014783 cloacal muscle +FOODON:00002265 soybean seed (field) food product +CHEBI:26421 pyridines +ENVO:04000010 soil surface layer diff --git a/notebooks/wide_gold_soils.py b/notebooks/wide_gold_soils.py new file mode 100644 index 00000000..348b521e --- /dev/null +++ b/notebooks/wide_gold_soils.py @@ -0,0 +1,18 @@ +import pandas as pd + +df = pd.read_csv("gold-soils.tsv", sep="\t") + +df = df.groupby(["sub", "pred"])["object_or_value"].apply(lambda x: ', '.join(x.astype(str))).reset_index() +df_wide = df.pivot(index="sub", columns="pred", values="object_or_value") + +pattern = ( + r'env_broad:\s*([^;]+);.*?' # capture 'env_broad' value + r'env_local:\s*([^;]+);.*?' # capture 'env_local' value + r'env_medium:\s*([^;]+);.*?' # capture 'env_medium' value +) + +# Apply str.extract to create new columns based on the refined regex groups +df_wide[['env_broad_label', 'env_local_label', 'env_medium_label']] = \ + df_wide['rdfs:comment'].str.extract(pattern) + +df_wide.to_csv("wide_gold_soils.tsv", sep="\t") diff --git a/notebooks/wide_gold_soils.tsv b/notebooks/wide_gold_soils.tsv new file mode 100644 index 00000000..0c432d4d --- /dev/null +++ b/notebooks/wide_gold_soils.tsv @@ -0,0 +1,87 @@ +sub mixs:env_broad mixs:env_local mixs:env_medium mixs:host_taxon mixs:mixs_extension mixs:other rdfs:comment rdfs:label skos:closeMatch skos:exactMatch env_broad_label env_local_label env_medium_label +GOLDTERMS:4202 ENVO:01000254 ENVO:01001357 ENVO:00005800 mixs:Soil env_broad: environmental system; env_local: desert; env_medium: desert sand; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Sand > Desert ENVO:00005800 environmental system desert desert sand +GOLDTERMS:4203 ENVO:01000254 ENVO:00000446 ENVO:01000017 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: sand; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Sand ENVO:01000017 environmental system terrestrial biome sand +GOLDTERMS:4204 ENVO:01000254 ENVO:00002061 ENVO:01000017 mixs:Soil env_broad: environmental system; env_local: oil spill; env_medium: sand; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Sand > Oil-contaminated environmental system oil spill sand +GOLDTERMS:4205 ENVO:01000254 ENVO:00000446 ENVO:00002261 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Forest Soil ENVO:00002261 environmental system terrestrial biome forest soil +GOLDTERMS:4206 ENVO:01000254 ENVO:00000446 ENVO:00000134 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: permafrost; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Permafrost environmental system terrestrial biome permafrost +GOLDTERMS:4209 ENVO:01000254 ENVO:01000177 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: grassland biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Grasslands environmental system grassland biome soil +GOLDTERMS:4210 ENVO:01000254 ENVO:01001357 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: desert; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Desert environmental system desert soil +GOLDTERMS:4211 ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Uranium contaminated environmental system terrestrial biome soil +GOLDTERMS:4212 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil environmental system terrestrial biome soil +GOLDTERMS:4213 ENVO:00000077 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Agricultural land agricultural ecosystem terrestrial biome soil +GOLDTERMS:4214 ENVO:01000254 ENVO:00000300 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: scrubland area; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Shrubland ENVO:00000300 environmental system scrubland area soil +GOLDTERMS:4215 ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil PATO:0015032 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; other: increased contamination; partial Environmental > Terrestrial > Soil > Unclassified > Contaminated environmental system terrestrial biome soil +GOLDTERMS:4216 ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Tropical rainforest environmental system terrestrial biome soil +GOLDTERMS:4217 ENVO:01000254 ENVO:01000250 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: subpolar coniferous forest biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Boreal forest ENVO:01000250 environmental system subpolar coniferous forest biome soil +GOLDTERMS:4218 ENVO:01000254 ENVO:00000076 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: mine; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Mine environmental system mine soil +GOLDTERMS:4220 ENVO:01000254 ENVO:00002061 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: oil spill; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Oil-contaminated environmental system oil spill soil +GOLDTERMS:4221 ENVO:01000254 ENVO:00001996 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: mine drainage; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Mine drainage environmental system mine drainage soil +GOLDTERMS:4223 ENVO:01000254 ENVO:01000177 ENVO:01000017 mixs:Soil env_broad: environmental system; env_local: grassland biome; env_medium: sand; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Sand > Grasslands environmental system grassland biome sand +GOLDTERMS:4224 ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Sand > Forest soil environmental system terrestrial biome forest soil +GOLDTERMS:4227 ENVO:01000254 ENVO:00000446 ENVO:01000016 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: silt; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Silt ENVO:01000016 environmental system terrestrial biome silt +GOLDTERMS:4228 ENVO:01000254 ENVO:01000177 ENVO:00002982 mixs:Soil env_broad: environmental system; env_local: grassland biome; env_medium: clay; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Clay > Grasslands environmental system grassland biome clay +GOLDTERMS:4229 ENVO:01000254 ENVO:00000446 ENVO:00002982 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: clay; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Clay ENVO:00002262 environmental system terrestrial biome clay +GOLDTERMS:4230 ENVO:00000077 ENVO:00000446 ENVO:00002982 mixs:Soil env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: clay; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Clay > Agricultural land agricultural ecosystem terrestrial biome clay +GOLDTERMS:4231 ENVO:01000254 ENVO:00000446 ENVO:00002982 mixs:Soil PATO:0015032 env_broad: environmental system; env_local: terrestrial biome; env_medium: clay; mixs_extension: MIXS:Soil; other: increased contamination; partial Environmental > Terrestrial > Soil > Clay > Contaminated environmental system terrestrial biome clay +GOLDTERMS:4232 ENVO:01000254 ENVO:00002061 ENVO:00002982 mixs:Soil env_broad: environmental system; env_local: oil spill; env_medium: clay; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Clay > Oil-contaminated environmental system oil spill clay +GOLDTERMS:4234 ENVO:01001209 ENVO:00000446 ENVO:00000134 mixs:Soil env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: permafrost; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Wetlands > Permafrost wetland ecosystem terrestrial biome permafrost +GOLDTERMS:4235 ENVO:01001209 ENVO:00000446 ENVO:00001998 mixs:Soil env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Wetlands wetland ecosystem terrestrial biome soil +GOLDTERMS:4237 ENVO:00000077 ENVO:00000446 ENVO:00002258 mixs:Agriculture env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Agriculture; partial Environmental > Terrestrial > Soil > Loam > Agricultural ENVO:00000077 agricultural ecosystem terrestrial biome loam +GOLDTERMS:4238 ENVO:01000254 ENVO:01000177 ENVO:00002258 mixs:Soil env_broad: environmental system; env_local: grassland biome; env_medium: loam; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Loam > Grasslands environmental system grassland biome loam +GOLDTERMS:4239 ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Loam > Forest soil environmental system terrestrial biome forest soil +GOLDTERMS:4241 ENVO:01000254 ENVO:00000446 ENVO:00002258 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Loam ENVO:00002258 environmental system terrestrial biome loam +GOLDTERMS:4242 ENVO:00000077 ENVO:00000446 ENVO:00002258 mixs:Soil env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Loam > Agricultural land agricultural ecosystem terrestrial biome loam +GOLDTERMS:4243 ENVO:01000254 ENVO:00000446 ENVO:00002258 mixs:Soil PATO:0015032 env_broad: environmental system; env_local: terrestrial biome; env_medium: loam; mixs_extension: MIXS:Soil; other: increased contamination; partial Environmental > Terrestrial > Soil > Loam > Contaminated environmental system terrestrial biome loam +GOLDTERMS:4244 ENVO:01000254 ENVO:00000446 ENVO:00002259 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: agricultural soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Loam > Agricultural soil ENVO:00002259 environmental system terrestrial biome agricultural soil +GOLDTERMS:4418 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Fossil environmental system terrestrial biome soil +GOLDTERMS:4578 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Soil crust environmental system terrestrial biome soil +GOLDTERMS:4711 ENVO:01000254 ENVO:01000910 ENVO:00001998 mixs:Soil ENVO:01000909 env_broad: environmental system; env_local: soil biocrust; env_medium: soil; mixs_extension: MIXS:Soil; other: biocrust; partial Environmental > Terrestrial > Soil > Biocrust ENVO:01000910 environmental system soil biocrust soil +GOLDTERMS:4745 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:00000133 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: glacier; partial Environmental > Terrestrial > Soil > Glacier environmental system terrestrial biome soil +GOLDTERMS:5244 ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Riparian soil environmental system terrestrial biome soil +GOLDTERMS:5414 ENVO:01000254 ENVO:00000446 ENVO:00005772 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: orchard soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Orchard soil ENVO:00005772 environmental system terrestrial biome orchard soil +GOLDTERMS:5420 ENVO:01000254 ENVO:00000108 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: meadow ecosystem; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Meadow environmental system meadow ecosystem soil +GOLDTERMS:5421 ENVO:01000254 ENVO:00000022 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: river; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > River environmental system river soil +GOLDTERMS:5424 ENVO:00000077 ENVO:00000446 ENVO:00005802 mixs:Soil env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Bulk soil > Agricultural land agricultural ecosystem terrestrial biome bulk soil +GOLDTERMS:5434 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:00002034 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: biofilm; partial Environmental > Terrestrial > Soil > Biofilm environmental system terrestrial biome soil +GOLDTERMS:5438 ENVO:00000078 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: farm; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Farm ENVO:00000078 farm terrestrial biome soil +GOLDTERMS:5439 ENVO:01000254 ENVO:01001835 ENVO:00005741 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: alpine biome; env_medium: alpine soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Alpine ENVO:00005741 environmental system alpine biome alpine soil +GOLDTERMS:5585 ENVO:01000254 ENVO:00000108 ENVO:00005802 mixs:Soil env_broad: environmental system; env_local: meadow ecosystem; env_medium: bulk soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Bulk soil > Meadow environmental system meadow ecosystem bulk soil +GOLDTERMS:5587 ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil ENVO:03600018 env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; other: organic horizon; partial Environmental > Terrestrial > Soil > Organic layer > Forest soil environmental system terrestrial biome forest soil +GOLDTERMS:5589 ENVO:01000254 ENVO:00000446 ENVO:00002261 mixs:Soil ENVO:03600011 env_broad: environmental system; env_local: terrestrial biome; env_medium: forest soil; mixs_extension: MIXS:Soil; other: mineral horizon; partial Environmental > Terrestrial > Soil > Mineral horizon > Forest soil environmental system terrestrial biome forest soil +GOLDTERMS:5610 ENVO:01000254 ENVO:00000255 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: flood plain; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Floodplain environmental system flood plain soil +GOLDTERMS:5612 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil PATO:0015032 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: increased contamination; partial Environmental > Terrestrial > Soil > Paddy field/soil > Contaminated environmental system terrestrial biome soil +GOLDTERMS:5613 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Paddy field/soil environmental system terrestrial biome soil +GOLDTERMS:5615 ENVO:01000254 ENVO:00000292 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: watershed; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Watershed ENVO:00000292 environmental system watershed soil +GOLDTERMS:5617 ENVO:01000254 ENVO:00000108 ENVO:00001998 mixs:Soil ENVO:00000363 env_broad: environmental system; env_local: meadow ecosystem; env_medium: soil; mixs_extension: MIXS:Soil; other: area designated as a nature reserve; partial Environmental > Terrestrial > Soil > Nature reserve > Meadow environmental system meadow ecosystem soil +GOLDTERMS:5621 ENVO:01001209 ENVO:00000446 ENVO:00005774 mixs:Soil env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat > Bog wetland ecosystem terrestrial biome peat soil +GOLDTERMS:5725 ENVO:01000254 ENVO:00000446 ENVO:00005802 mixs:Soil PATO:0015032 env_broad: environmental system; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; other: increased contamination; partial Environmental > Terrestrial > Soil > Bulk soil > Contaminated environmental system terrestrial biome bulk soil +GOLDTERMS:5727 ENVO:00000077 ENVO:01001207 ENVO:00001998 mixs:Soil env_broad: agricultural ecosystem; env_local: ranch; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Ranch > Agricultural land agricultural ecosystem ranch soil +GOLDTERMS:5729 ENVO:00000077 ENVO:00000266 ENVO:00005773 mixs:Soil env_broad: agricultural ecosystem; env_local: pasture; env_medium: pasture soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Pasture > Agricultural land agricultural ecosystem pasture pasture soil +GOLDTERMS:5754 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Manure-fertilized environmental system terrestrial biome soil +GOLDTERMS:5768 ENVO:00000077 ENVO:01001177 ENVO:00005742 mixs:Soil env_broad: agricultural ecosystem; env_local: arable land; env_medium: arable soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Arable > Agricultural land agricultural ecosystem arable land arable soil +GOLDTERMS:5770 ENVO:00000077 ENVO:03600087 ENVO:00001998 mixs:Soil env_broad: agricultural ecosystem; env_local: greenhouse; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Greenhouse > Agricultural land agricultural ecosystem greenhouse soil +GOLDTERMS:5774 ENVO:01000254 ENVO:00000011 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: garden; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Garden ENVO:00000011 environmental system garden soil +GOLDTERMS:5776 ENVO:00000077 ENVO:00000446 ENVO:2000007 mixs:Soil env_broad: agricultural ecosystem; env_local: terrestrial biome; env_medium: biochar; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Biochar > Agricultural land agricultural ecosystem terrestrial biome biochar +GOLDTERMS:5777 ENVO:01000254 ENVO:03600087 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: greenhouse; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Greenhouse ENVO:03600087 environmental system greenhouse soil +GOLDTERMS:5779 ENVO:01000254 ENVO:00000446 ENVO:03000133 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: agricultural potting mixture; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Potting soil ENVO:03000133 environmental system terrestrial biome agricultural potting mixture +GOLDTERMS:5780 ENVO:01000254 ENVO:00000446 ENVO:00005802 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Bulk soil environmental system terrestrial biome bulk soil +GOLDTERMS:5792 ENVO:01000254 ENVO:00000023 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: stream; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified > Creek environmental system stream soil +GOLDTERMS:5800 ENVO:01000254 ENVO:00000446 ENVO:02000138 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: mangrove biome soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Mangrove soil environmental system terrestrial biome mangrove biome soil +GOLDTERMS:5803 ENVO:01000254 ENVO:00000446 ENVO:00005774 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat ENVO:00005774 environmental system terrestrial biome peat soil +GOLDTERMS:5804 ENVO:00000232 ENVO:00000446 ENVO:00005774 mixs:Soil env_broad: fen; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat > Fen fen terrestrial biome peat soil +GOLDTERMS:5808 ENVO:01000254 ENVO:00000446 ENVO:00000134 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: permafrost; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat > Permafrost environmental system terrestrial biome permafrost +GOLDTERMS:5809 ENVO:01001209 ENVO:00000446 ENVO:00005774 mixs:Soil env_broad: wetland ecosystem; env_local: terrestrial biome; env_medium: peat soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat > Mire ENVO:01001209, ENVO:00000044 wetland ecosystem terrestrial biome peat soil +GOLDTERMS:5816 ENVO:01000254 ENVO:00000489 ENVO:00005774 mixs:Soil env_broad: environmental system; env_local: palsa; env_medium: peat soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat > Palsa ENVO:00000489 environmental system palsa peat soil +GOLDTERMS:5817 ENVO:01000254 ENVO:01001243 ENVO:00005774 mixs:Soil env_broad: environmental system; env_local: forest ecosystem; env_medium: peat soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat > Forest ENVO:00000111 environmental system forest ecosystem peat soil +GOLDTERMS:5818 ENVO:01000254 ENVO:03000085 ENVO:00005774 mixs:Soil env_broad: environmental system; env_local: thermokarst; env_medium: peat soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Peat > Thermokarst pond environmental system thermokarst peat soil +GOLDTERMS:5820 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:00000328 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: vadose zone; partial Environmental > Terrestrial > Soil > Vadose zone ENVO:00000328 environmental system terrestrial biome soil +GOLDTERMS:5821 ENVO:01000254 ENVO:00000446 ENVO:03600016 mixs:Soil ENVO:00000328 env_broad: environmental system; env_local: terrestrial biome; env_medium: saprolite; mixs_extension: MIXS:Soil; other: vadose zone; partial Environmental > Terrestrial > Soil > Vadose zone > Saprolite ENVO:03600016 environmental system terrestrial biome saprolite +GOLDTERMS:5822 ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:03600018 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: organic horizon; partial Environmental > Terrestrial > Soil > Organic layer ENVO:03600018 environmental system terrestrial biome soil +GOLDTERMS:5823 ENVO:01000254 ENVO:00000446 ENVO:00005802 mixs:Soil ENVO:03600045 env_broad: environmental system; env_local: terrestrial biome; env_medium: bulk soil; mixs_extension: MIXS:Soil; other: plant pot; partial Environmental > Terrestrial > Soil > Bulk soil > Plant pot ENVO:03600045 environmental system terrestrial biome bulk soil +GOLDTERMS:Environmental-Terrestrial-Soil-Arable ENVO:01000254 ENVO:01001177 ENVO:00005742 mixs:Soil env_broad: environmental system; env_local: arable land; env_medium: arable soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Arable ENVO:00005742 environmental system arable land arable soil +GOLDTERMS:Environmental-Terrestrial-Soil-Biochar ENVO:01000254 ENVO:00000446 ENVO:2000007 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: biochar; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Biochar environmental system terrestrial biome biochar +GOLDTERMS:Environmental-Terrestrial-Soil-Mineral-horizon ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:03600011 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: mineral horizon; partial Environmental > Terrestrial > Soil > Mineral horizon ENVO:03600011 environmental system terrestrial biome soil +GOLDTERMS:Environmental-Terrestrial-Soil-Nature-reserve ENVO:01000254 ENVO:00000446 ENVO:00001998 mixs:Soil ENVO:00000363 env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; mixs_extension: MIXS:Soil; other: area designated as a nature reserve; partial Environmental > Terrestrial > Soil > Nature reserve ENVO:00000363 environmental system terrestrial biome soil +GOLDTERMS:Environmental-Terrestrial-Soil-Pasture ENVO:01000254 ENVO:00000266 ENVO:00005773 mixs:Soil env_broad: environmental system; env_local: pasture; env_medium: pasture soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Pasture ENVO:00005773 environmental system pasture pasture soil +GOLDTERMS:Environmental-Terrestrial-Soil-Ranch ENVO:01000254 ENVO:01001207 ENVO:00001998 mixs:Soil env_broad: environmental system; env_local: ranch; env_medium: soil; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Ranch ENVO:01001207 environmental system ranch soil +GOLDTERMS:Environmental-Terrestrial-Soil-Unclassified ENVO:01000254 ENVO:00000446 ENVO:00001998 NCBITaxon:12908 mixs:Soil env_broad: environmental system; env_local: terrestrial biome; env_medium: soil; host_taxon: unclassified sequences; mixs_extension: MIXS:Soil; partial Environmental > Terrestrial > Soil > Unclassified environmental system terrestrial biome soil diff --git a/pyproject.toml b/pyproject.toml index 1c357400..e12928d4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,6 +21,7 @@ include = [ python = "^3.9" linkml-runtime = "^1.6.2" textdistance = "^4.6.3" +jupyter-datatables = "^0.3.9" [tool.poetry.group.dev.dependencies] exhaustion-check = "^0.1.3" From 6da5d0a518cc125c15da839b1b8bb882a15a1951 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Mon, 4 Nov 2024 13:28:58 -0500 Subject: [PATCH 11/22] gold soild by sparql TSV --- .../{gold-soils-by-sparql.csv => gold-soils-by-sparql.tsv} | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename notebooks/{gold-soils-by-sparql.csv => gold-soils-by-sparql.tsv} (98%) diff --git a/notebooks/gold-soils-by-sparql.csv b/notebooks/gold-soils-by-sparql.tsv similarity index 98% rename from notebooks/gold-soils-by-sparql.csv rename to notebooks/gold-soils-by-sparql.tsv index 0581b448..42f762f0 100644 --- a/notebooks/gold-soils-by-sparql.csv +++ b/notebooks/gold-soils-by-sparql.tsv @@ -1,4 +1,4 @@ - rdfs:label mixs:env_broad mixs:env_local mixs:env_medium mixs:host_taxon mixs:mixs_extension mixs:other mixs:env_broad mixs:env_local mixs:env_medium mixs:host_taxon mixs:other +gold_id rdfs:label mixs:env_broad mixs:env_local mixs:env_medium mixs:host_taxon mixs:mixs_extension mixs:other mixs:env_broad mixs:env_local mixs:env_medium mixs:host_taxon mixs:other GOLDTERMS:5768 Environmental > Terrestrial > Soil > Arable > Agricultural land ENVO:00000077 ENVO:01001177 ENVO:00005742 mixs:Soil agricultural ecosystem arable land arable soil GOLDTERMS:5776 Environmental > Terrestrial > Soil > Biochar > Agricultural land ENVO:00000077 ENVO:00000446 ENVO:2000007 mixs:Soil agricultural ecosystem terrestrial biome biochar GOLDTERMS:Environmental-Terrestrial-Soil-Biochar Environmental > Terrestrial > Soil > Biochar ENVO:01000254 ENVO:00000446 ENVO:2000007 mixs:Soil environmental system terrestrial biome biochar From 164c4ba001a466e80d5cbf3d81950fa3d9bc7da3 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Mon, 4 Nov 2024 13:34:04 -0500 Subject: [PATCH 12/22] gold soil sparql and graphs list --- notebooks/gold-soils-by-sparql.rq | 35 +++++++++++++++++++ notebooks/goldterms-with-support-graphs.png | Bin 0 -> 20828 bytes notebooks/notebooks.Makefile | 36 -------------------- 3 files changed, 35 insertions(+), 36 deletions(-) create mode 100644 notebooks/gold-soils-by-sparql.rq create mode 100644 notebooks/goldterms-with-support-graphs.png diff --git a/notebooks/gold-soils-by-sparql.rq b/notebooks/gold-soils-by-sparql.rq new file mode 100644 index 00000000..b961c85f --- /dev/null +++ b/notebooks/gold-soils-by-sparql.rq @@ -0,0 +1,35 @@ +# # http://35.173.42.85/repository goldterms-with-support +PREFIX rdfs: +PREFIX : +PREFIX rdf: +PREFIX owl: +PREFIX oboInOwl: +PREFIX skos: +select ?s ?p ?o ?olab +#?p (count(?s) as ?count) +where { + ?s rdfs:subClassOf* ; + ?p ?o . + optional { + ?o rdfs:label ?olab + } + minus { + ?s rdfs:subClassOf ?o + } + minus { + ?s rdf:type ?o + } + 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M69WrKgPv>bf9W{U82|tP literal 0 HcmV?d00001 diff --git a/notebooks/notebooks.Makefile b/notebooks/notebooks.Makefile index 5ee7ba7a..0cf87d21 100644 --- a/notebooks/notebooks.Makefile +++ b/notebooks/notebooks.Makefile @@ -13,39 +13,3 @@ notebooks/gold-soils.tsv: local/goldterms.db local/envo.db s.predicate not in ('rdf:type', 'rdfs:subClassOf', 'oio:hasExactSynonym', 'owl:equivalentClass' ) \ and \ ee.object = 'GOLDTERMS:4212'" > $@ - -# http://35.173.42.85/repository goldterms-with-support -#PREFIX rdfs: - #PREFIX : - #PREFIX rdf: - #PREFIX owl: - #PREFIX oboInOwl: - #PREFIX skos: - #select ?s ?p ?o ?olab - ##?p (count(?s) as ?count) - #where { - # ?s rdfs:subClassOf* ; - # ?p ?o . - # optional { - # ?o rdfs:label ?olab - # } - # minus { - # ?s rdfs:subClassOf ?o - # } - # minus { - # ?s rdf:type ?o - # } - # minus { - # ?s owl:equivalentClass ?o - # } - # minus { - # ?s oboInOwl:hasExactSynonym ?o - # } - # minus { - # ?s skos:closeMatch ?o - # } - # minus { - # ?s skos:exactMatch ?o - # } - #} - ##group by ?p \ No newline at end of file From 914fc1e8fc26eb8de281a402f35399b084670945 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Mon, 4 Nov 2024 21:04:20 -0500 Subject: [PATCH 13/22] isolate and act on soil relationships --- notebooks/discover_excludable_soils.ipynb | 1219 ++ notebooks/discover_excludable_soils.tsv | 401 + ...t_google_sheets_soil_env_broad_scale.ipynb | 171 +- ...st_google_sheets_soil_env_broad_scale.tsv} | 81 +- ...t_google_sheets_soil_env_local_scale.ipynb | 513 +- ...ost_google_sheets_soil_env_local_scale.tsv | 206 + .../post_google_sheets_soil_env_medium.ipynb | 959 +- .../post_google_sheets_soil_env_medium.tsv | 81 + notebooks/sels_depletion.tsv | 4374 ------- notebooks/sels_targets.tsv | 10100 ++++++++-------- notebooks/sels_targets_remaining.tsv | 386 - notebooks/sem_relations_string_dists.tsv | 87 - 12 files changed, 7628 insertions(+), 10950 deletions(-) create mode 100644 notebooks/discover_excludable_soils.ipynb create mode 100644 notebooks/discover_excludable_soils.tsv rename notebooks/{sebs.tsv => post_google_sheets_soil_env_broad_scale.tsv} (99%) create mode 100644 notebooks/post_google_sheets_soil_env_local_scale.tsv create mode 100644 notebooks/post_google_sheets_soil_env_medium.tsv delete mode 100644 notebooks/sels_depletion.tsv delete mode 100644 notebooks/sels_targets_remaining.tsv delete mode 100644 notebooks/sem_relations_string_dists.tsv diff --git a/notebooks/discover_excludable_soils.ipynb b/notebooks/discover_excludable_soils.ipynb new file mode 100644 index 00000000..8c6c2680 --- /dev/null +++ b/notebooks/discover_excludable_soils.ipynb @@ -0,0 +1,1219 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.079004Z", + "start_time": "2024-11-05T02:00:49.810301Z" + } + }, + "source": [ + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A\n", + "from itertools import chain\n", + "import textdistance\n", + "import pandas as pd\n", + "import textwrap\n", + "import matplotlib.pyplot as plt\n", + "import random\n" + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.086400Z", + "start_time": "2024-11-05T02:00:53.082660Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "9f2bef41173fd084", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.149200Z", + "start_time": "2024-11-05T02:00:53.146044Z" + } + }, + "cell_type": "code", + "source": "target_labels = [\"soil\"]", + "id": "6b16af8bdda12631", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.191118Z", + "start_time": "2024-11-05T02:00:53.188037Z" + } + }, + "cell_type": "code", + "source": "output_file = \"discover_excludable_soils.tsv\"", + "id": "8d05518530e5a1a5", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.239035Z", + "start_time": "2024-11-05T02:00:53.234757Z" + } + }, + "cell_type": "code", + "source": [ + "reasonable_relations = [\n", + " 'adjacent to',\n", + " 'composed primarily of',\n", + " 'has part',\n", + " 'located in',\n", + " 'part of',\n", + "]" + ], + "id": "cc4c5f1fb8a99c38", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.328247Z", + "start_time": "2024-11-05T02:00:53.286614Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "71b097db8b835fd5", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.406025Z", + "start_time": "2024-11-05T02:00:53.343836Z" + } + }, + "cell_type": "code", + "source": [ + "biomes = set()\n", + "\n", + "curies = adapter.basic_search(\"biome\")\n", + "for curie in curies:\n", + " descendants = adapter.descendants(curie, predicates=[IS_A])\n", + " for d in descendants:\n", + " biomes.add(d)" + ], + "id": "6d76d42bb986ddae", + "outputs": [], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.459810Z", + "start_time": "2024-11-05T02:00:53.414960Z" + } + }, + "cell_type": "code", + "source": [ + "environmental_materials = set()\n", + "\n", + "curies = adapter.basic_search(\"environmental material\")\n", + "for curie in curies:\n", + " descendants = adapter.descendants(curie, predicates=[IS_A])\n", + " for d in descendants:\n", + " environmental_materials.add(d)" + ], + "id": "11573010911bb8f", + "outputs": [], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.679750Z", + "start_time": "2024-11-05T02:00:53.468885Z" + } + }, + "cell_type": "code", + "source": [ + "material_entities = set()\n", + "\n", + "curies = adapter.basic_search(\"material entity\")\n", + "for curie in curies:\n", + " descendants = adapter.descendants(curie, predicates=[IS_A])\n", + " for d in descendants:\n", + " material_entities.add(d)" + ], + "id": "84774b759981935a", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.695101Z", + "start_time": "2024-11-05T02:00:53.692137Z" + } + }, + "cell_type": "code", + "source": "reasonable_others = material_entities - biomes.union(environmental_materials)", + "id": "dde15e9453483a9d", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.746215Z", + "start_time": "2024-11-05T02:00:53.738310Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "a66cae9ebc0cc7b8", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.827383Z", + "start_time": "2024-11-05T02:00:53.788900Z" + } + }, + "cell_type": "code", + "source": [ + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendants = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendants:\n", + " targets.add(d)\n" + ], + "id": "b8e0bd61cb887a94", + "outputs": [], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.842032Z", + "start_time": "2024-11-05T02:00:53.839420Z" + } + }, + "cell_type": "code", + "source": "up_rels = adapter.relationships(targets)", + "id": "f13353149550e831", + "outputs": [], + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.883274Z", + "start_time": "2024-11-05T02:00:53.880307Z" + } + }, + "cell_type": "code", + "source": "down_rels = adapter.relationships(objects=targets)", + "id": "58fcd6b036c084a4", + "outputs": [], + "execution_count": 14 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.929571Z", + "start_time": "2024-11-05T02:00:53.926231Z" + } + }, + "cell_type": "code", + "source": "rels_gen = chain(up_rels, down_rels)", + "id": "c8717815968fa5d9", + "outputs": [], + "execution_count": 15 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:53.976657Z", + "start_time": "2024-11-05T02:00:53.973797Z" + } + }, + "cell_type": "code", + "source": "rels_list = []", + "id": "37a5169d443d9afb", + "outputs": [], + "execution_count": 16 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:54.022881Z", + "start_time": "2024-11-05T02:00:54.019900Z" + } + }, + "cell_type": "code", + "source": "preds_count = {}", + "id": "e7d42016afea0ec9", + "outputs": [], + "execution_count": 17 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:54.068938Z", + "start_time": "2024-11-05T02:00:54.066030Z" + } + }, + "cell_type": "code", + "source": [ + "differentiated_targets = targets.copy()\n", + "\n", + "differentiated_targets.remove(\"ENVO:00001998\")" + ], + "id": "273ab0be5d55acf5", + "outputs": [], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:56.815190Z", + "start_time": "2024-11-05T02:00:54.113386Z" + } + }, + "cell_type": "code", + "source": [ + "for rel in rels_gen:\n", + " s, p, o = rel\n", + " p_lab_or_id = adapter.label(p) if adapter.label(p) is not None else p\n", + " inner_dict = {\n", + " \"s\": s,\n", + " \"s_is_soil\": s in differentiated_targets,\n", + " \"s_is_reasonable_other\": s in reasonable_others,\n", + " \"slab\": adapter.label(s),\n", + " \"p\": p,\n", + " \"plab\": adapter.label(p),\n", + " \"p_lab_or_id\": p_lab_or_id,\n", + " 'relation_is_reasonable': p_lab_or_id in reasonable_relations,\n", + " \"o\": o,\n", + " \"o_is_soil\": o in differentiated_targets,\n", + " \"o_is_reasonable_other\": o in reasonable_others,\n", + " \"olab\": adapter.label(o),\n", + " \"slab_olab_cosine\": textdistance.cosine(adapter.label(s), adapter.label(o))\n", + " }\n", + " if inner_dict['s_is_soil'] and not inner_dict['o_is_soil']:\n", + " inner_dict['sole_soil'] = inner_dict['slab']\n", + " if inner_dict['o_is_soil'] and not inner_dict['s_is_soil']:\n", + " inner_dict['sole_soil'] = inner_dict['olab']\n", + "\n", + " if inner_dict['s_is_reasonable_other'] and not inner_dict['o_is_reasonable_other']:\n", + " inner_dict['sole_reasonable_other'] = inner_dict['slab']\n", + " if inner_dict['o_is_reasonable_other'] and not inner_dict['s_is_reasonable_other']:\n", + " inner_dict['sole_reasonable_other'] = inner_dict['olab']\n", + "\n", + " if inner_dict['p_lab_or_id'] in preds_count:\n", + " preds_count[inner_dict['p_lab_or_id']] += 1\n", + " else:\n", + " preds_count[inner_dict['p_lab_or_id']] = 1\n", + "\n", + " rels_list.append(inner_dict)" + ], + "id": "e7cfa7893f8216c2", + "outputs": [], + "execution_count": 19 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:56.831894Z", + "start_time": "2024-11-05T02:00:56.827555Z" + } + }, + "cell_type": "code", + "source": "rels_frame = pd.DataFrame(rels_list)", + "id": "76ed80e1e97de3e9", + "outputs": [], + "execution_count": 20 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:56.875815Z", + "start_time": "2024-11-05T02:00:56.868256Z" + } + }, + "cell_type": "code", + "source": "rels_frame.to_csv(output_file, sep=\"\\t\", index=False)", + "id": "f6bd0f899df2e00c", + "outputs": [], + "execution_count": 21 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:56.919530Z", + "start_time": "2024-11-05T02:00:56.915049Z" + } + }, + "cell_type": "code", + "source": [ + "reasonable_frame = rels_frame[rels_frame['relation_is_reasonable']]\n", + "# filter out rows with null/NA values\n", + "reasonable_frame = reasonable_frame.dropna()" + ], + "id": "ff2f774ec512b720", + "outputs": [], + "execution_count": 22 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:56.994918Z", + "start_time": "2024-11-05T02:00:56.966983Z" + } + }, + "cell_type": "code", + "source": "reasonable_frame", + "id": "c56ab545691d7b4f", + "outputs": [ + { + "data": { + "text/plain": [ + " s s_is_soil s_is_reasonable_other slab \\\n", + "51 ENVO:00002259 True False agricultural soil \n", + "53 ENVO:00002260 True False dune soil \n", + "55 ENVO:00002261 True False forest soil \n", + "59 ENVO:00002263 True False garden soil \n", + "60 ENVO:00002263 True False garden soil \n", + "64 ENVO:00002275 True False technosol \n", + "103 ENVO:00005740 True False paddy field soil \n", + "108 ENVO:00005743 True False roadside soil \n", + "110 ENVO:00005744 True False allotment garden soil \n", + "112 ENVO:00005746 True False savanna soil \n", + "119 ENVO:00005750 True False grassland soil \n", + "126 ENVO:00005755 True False field soil \n", + "130 ENVO:00005758 True False alluvial swamp soil \n", + "136 ENVO:00005761 True False meadow soil \n", + "143 ENVO:00005764 True False pond soil \n", + "150 ENVO:00005769 True False mountain forest soil \n", + "156 ENVO:00005772 True False orchard soil \n", + "157 ENVO:00005772 True False orchard soil \n", + "159 ENVO:00005773 True False pasture soil \n", + "168 ENVO:00005777 True False steppe soil \n", + "177 ENVO:00005786 True False upland soil \n", + "180 ENVO:00005788 True False rubber plantation soil \n", + "195 ENVO:01001526 True False frozen soil \n", + "204 ENVO:01001616 True False bare soil \n", + "227 ENVO:00000044 False True peatland \n", + "228 ENVO:00000258 False True alluvial plain \n", + "229 ENVO:00000314 False True alluvial fan \n", + "373 ENVO:04000011 False True bare soil surface layer \n", + "\n", + " p plab p_lab_or_id \\\n", + "51 BFO:0000050 part of part of \n", + "53 BFO:0000050 part of part of \n", + "55 RO:0001025 located in located in \n", + "59 BFO:0000050 part of part of \n", + "60 RO:0001025 located in located in \n", + "64 BFO:0000050 part of part of \n", + "103 BFO:0000050 part of part of \n", + "108 RO:0001025 located in located in \n", + "110 BFO:0000050 part of part of \n", + "112 RO:0001025 located in located in \n", + "119 RO:0001025 located in located in \n", + "126 BFO:0000050 part of part of \n", + "130 BFO:0000050 part of part of \n", + "136 BFO:0000050 part of part of \n", + "143 RO:0002220 adjacent to adjacent to \n", + "150 BFO:0000050 part of part of \n", + "156 BFO:0000050 part of part of \n", + "157 RO:0001025 located in located in \n", + "159 RO:0001025 located in located in \n", + "168 RO:0001025 located in located in \n", + "177 BFO:0000050 part of part of \n", + "180 BFO:0000050 part of part of \n", + "195 BFO:0000050 part of part of \n", + "204 RO:0002220 adjacent to adjacent to \n", + "227 RO:0002473 composed primarily of composed primarily of \n", + "228 RO:0002473 composed primarily of composed primarily of \n", + "229 RO:0002473 composed primarily of composed primarily of \n", + "373 RO:0002473 composed primarily of composed primarily of \n", + "\n", + " relation_is_reasonable o o_is_soil o_is_reasonable_other \\\n", + "51 True ENVO:00000077 False True \n", + "53 True ENVO:00000170 False True \n", + "55 True ENVO:00000111 False True \n", + "59 True ENVO:00000011 False True \n", + "60 True ENVO:00000011 False True \n", + "64 True ENVO:01000983 False True \n", + "103 True ENVO:00000297 False True \n", + "108 True ENVO:01000447 False True \n", + "110 True ENVO:00005745 False True \n", + "112 True ENVO:00000261 False True \n", + "119 True ENVO:00000106 False True \n", + "126 True ENVO:00000114 False True \n", + "130 True ENVO:00000233 False True \n", + "136 True ENVO:00000108 False True \n", + "143 True ENVO:00000033 False True \n", + "150 True ENVO:00000081 False True \n", + "156 True ENVO:00000115 False True \n", + "157 True ENVO:00000115 False True \n", + "159 True ENVO:00000266 False True \n", + "168 True ENVO:00000262 False True \n", + "177 True ENVO:00000176 False True \n", + "180 True ENVO:00000164 False True \n", + "195 True ENVO:01001524 False True \n", + "204 True ENVO:01000540 False True \n", + "227 True ENVO:00005774 True False \n", + "228 True ENVO:00002871 True False \n", + "229 True ENVO:00002871 True False \n", + "373 True ENVO:01001616 True False \n", + "\n", + " olab slab_olab_cosine sole_reasonable_other \\\n", + "51 agricultural ecosystem 0.775632 agricultural ecosystem \n", + "53 dune 0.666667 dune \n", + "55 forested area 0.585369 forested area \n", + "59 garden 0.738549 garden \n", + "60 garden 0.738549 garden \n", + "64 technosphere 0.673575 technosphere \n", + "103 paddy field 0.829156 paddy field \n", + "108 roadside 0.784465 roadside \n", + "110 allotment garden 0.872872 allotment garden \n", + "112 savanna 0.763763 savanna \n", + "119 grassland area 0.714286 grassland area \n", + "126 agricultural field 0.596285 agricultural field \n", + "130 swamp ecosystem 0.473879 swamp ecosystem \n", + "136 meadow ecosystem 0.678401 meadow ecosystem \n", + "143 pond 0.666667 pond \n", + "150 mountain 0.632456 mountain \n", + "156 orchard 0.763763 orchard \n", + "157 orchard 0.763763 orchard \n", + "159 pasture 0.763763 pasture \n", + "168 steppe 0.738549 steppe \n", + "177 elevated landform 0.511891 elevated landform \n", + "180 rubber plantation 0.879049 rubber plantation \n", + "195 frozen land 0.727273 frozen land \n", + "204 troposphere 0.402015 troposphere \n", + "227 peat soil 0.589256 peatland \n", + "228 alluvial soil 0.815374 alluvial plain \n", + "229 alluvial soil 0.720577 alluvial fan \n", + "373 bare soil 0.625543 bare soil surface layer \n", + "\n", + " sole_soil \n", + "51 agricultural soil \n", + "53 dune soil \n", + "55 forest soil \n", + "59 garden soil \n", + "60 garden soil \n", + "64 technosol \n", + "103 paddy field soil \n", + "108 roadside soil \n", + "110 allotment garden soil \n", + "112 savanna soil \n", + "119 grassland soil \n", + "126 field soil \n", + "130 alluvial swamp soil \n", + "136 meadow soil \n", + "143 pond soil \n", + "150 mountain forest soil \n", + "156 orchard soil \n", + "157 orchard soil \n", + "159 pasture soil \n", + "168 steppe soil \n", + "177 upland soil \n", + "180 rubber plantation soil \n", + "195 frozen soil \n", + "204 bare soil \n", + "227 peat soil \n", + "228 alluvial soil \n", + "229 alluvial soil \n", + "373 bare soil " + ], + "text/html": [ + "
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ss_is_soils_is_reasonable_otherslabpplabp_lab_or_idrelation_is_reasonableoo_is_soilo_is_reasonable_otherolabslab_olab_cosinesole_reasonable_othersole_soil
51ENVO:00002259TrueFalseagricultural soilBFO:0000050part ofpart ofTrueENVO:00000077FalseTrueagricultural ecosystem0.775632agricultural ecosystemagricultural soil
53ENVO:00002260TrueFalsedune soilBFO:0000050part ofpart ofTrueENVO:00000170FalseTruedune0.666667dunedune soil
55ENVO:00002261TrueFalseforest soilRO:0001025located inlocated inTrueENVO:00000111FalseTrueforested area0.585369forested areaforest soil
59ENVO:00002263TrueFalsegarden soilBFO:0000050part ofpart ofTrueENVO:00000011FalseTruegarden0.738549gardengarden soil
60ENVO:00002263TrueFalsegarden soilRO:0001025located inlocated inTrueENVO:00000011FalseTruegarden0.738549gardengarden soil
64ENVO:00002275TrueFalsetechnosolBFO:0000050part ofpart ofTrueENVO:01000983FalseTruetechnosphere0.673575technospheretechnosol
103ENVO:00005740TrueFalsepaddy field soilBFO:0000050part ofpart ofTrueENVO:00000297FalseTruepaddy field0.829156paddy fieldpaddy field soil
108ENVO:00005743TrueFalseroadside soilRO:0001025located inlocated inTrueENVO:01000447FalseTrueroadside0.784465roadsideroadside soil
110ENVO:00005744TrueFalseallotment garden soilBFO:0000050part ofpart ofTrueENVO:00005745FalseTrueallotment garden0.872872allotment gardenallotment garden soil
112ENVO:00005746TrueFalsesavanna soilRO:0001025located inlocated inTrueENVO:00000261FalseTruesavanna0.763763savannasavanna soil
119ENVO:00005750TrueFalsegrassland soilRO:0001025located inlocated inTrueENVO:00000106FalseTruegrassland area0.714286grassland areagrassland soil
126ENVO:00005755TrueFalsefield soilBFO:0000050part ofpart ofTrueENVO:00000114FalseTrueagricultural field0.596285agricultural fieldfield soil
130ENVO:00005758TrueFalsealluvial swamp soilBFO:0000050part ofpart ofTrueENVO:00000233FalseTrueswamp ecosystem0.473879swamp ecosystemalluvial swamp soil
136ENVO:00005761TrueFalsemeadow soilBFO:0000050part ofpart ofTrueENVO:00000108FalseTruemeadow ecosystem0.678401meadow ecosystemmeadow soil
143ENVO:00005764TrueFalsepond soilRO:0002220adjacent toadjacent toTrueENVO:00000033FalseTruepond0.666667pondpond soil
150ENVO:00005769TrueFalsemountain forest soilBFO:0000050part ofpart ofTrueENVO:00000081FalseTruemountain0.632456mountainmountain forest soil
156ENVO:00005772TrueFalseorchard soilBFO:0000050part ofpart ofTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soil
157ENVO:00005772TrueFalseorchard soilRO:0001025located inlocated inTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soil
159ENVO:00005773TrueFalsepasture soilRO:0001025located inlocated inTrueENVO:00000266FalseTruepasture0.763763pasturepasture soil
168ENVO:00005777TrueFalsesteppe soilRO:0001025located inlocated inTrueENVO:00000262FalseTruesteppe0.738549steppesteppe soil
177ENVO:00005786TrueFalseupland soilBFO:0000050part ofpart ofTrueENVO:00000176FalseTrueelevated landform0.511891elevated landformupland soil
180ENVO:00005788TrueFalserubber plantation soilBFO:0000050part ofpart ofTrueENVO:00000164FalseTruerubber plantation0.879049rubber plantationrubber plantation soil
195ENVO:01001526TrueFalsefrozen soilBFO:0000050part ofpart ofTrueENVO:01001524FalseTruefrozen land0.727273frozen landfrozen soil
204ENVO:01001616TrueFalsebare soilRO:0002220adjacent toadjacent toTrueENVO:01000540FalseTruetroposphere0.402015tropospherebare soil
227ENVO:00000044FalseTruepeatlandRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00005774TrueFalsepeat soil0.589256peatlandpeat soil
228ENVO:00000258FalseTruealluvial plainRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00002871TrueFalsealluvial soil0.815374alluvial plainalluvial soil
229ENVO:00000314FalseTruealluvial fanRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00002871TrueFalsealluvial soil0.720577alluvial fanalluvial soil
373ENVO:04000011FalseTruebare soil surface layerRO:0002473composed primarily ofcomposed primarily ofTrueENVO:01001616TrueFalsebare soil0.625543bare soil surface layerbare soil
\n", + "
" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 23 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:00:57.400987Z", + "start_time": "2024-11-05T02:00:57.068894Z" + } + }, + "cell_type": "code", + "source": [ + "\n", + "reasonable_lod = reasonable_frame.to_dict(orient='records')\n", + "\n", + "# Extract unique groups from 'p_lab_or_id' and map each one to an x-axis position\n", + "groups = {item['p_lab_or_id'] for item in reasonable_lod}\n", + "group_positions = {group: idx + 1 for idx, group in\n", + " enumerate(groups)} # Assign positions for each unique 'p_lab_or_id' group\n", + "\n", + "\n", + "# Helper function to wrap labels\n", + "def wrap_label(label, width=15):\n", + " return \"\\n\".join(textwrap.wrap(label, width))\n", + "\n", + "\n", + "# Define a set of colors to choose from (optional)\n", + "colors = ['#FF5733', '#33FF57', '#3357FF', '#FF33A1', '#FF8F33', '#33FFF2', '#E1FF33']\n", + "\n", + "# Adjust the figure size and font size\n", + "plt.figure(figsize=(15, 10))\n", + "\n", + "# Plot each label with more random jitter and random color\n", + "for item in reasonable_lod:\n", + " x = group_positions[item['p_lab_or_id']]\n", + " y = item['slab_olab_cosine']\n", + " label = f\"{item['slab']} ({item['olab']})\"\n", + " wrapped_label = wrap_label(label, width=50)\n", + "\n", + " # Add increased random jitter to the label position\n", + " # x_jitter = random.uniform(-0.3, 0.3) # Larger random jitter in x-axis\n", + " y_jitter = random.uniform(-0.2, 0.0) # Larger random jitter in y-axis\n", + "\n", + " # Select a random color for the label\n", + " color = random.choice(colors) # Alternatively, use color = (random.random(), random.random(), random.random())\n", + "\n", + " # # Plot the label with random color\n", + " # plt.text(x + x_jitter, y + y_jitter, wrapped_label, ha='center', va='bottom', fontsize=8, color=color)\n", + " plt.text(x, y + y_jitter , wrapped_label, ha='right', va='bottom', fontsize=14, color=color)\n", + "\n", + "# Increase x-tick label size and rotate\n", + "plt.xticks(ticks=list(group_positions.values()), labels=list(group_positions.keys()), rotation=45, ha='right',\n", + " fontsize=12)\n", + "\n", + "# Configure other plot aesthetics\n", + "plt.xlabel(\"Predicate\", fontsize=12)\n", + "plt.ylabel(\"subject/object label cosine similarity\", fontsize=12)\n", + "plt.title(\"Soil Relationships (Excluding 'rdfs:subClassOf')\", fontsize=14)\n", + "\n", + "plt.tight_layout() # Adjust layout to prevent clipping\n", + "plt.show()" + ], + "id": "ecc4cd8784643118", + "outputs": [ + { + "data": { + "text/plain": [ + "
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"nbformat_minor": 5 +} diff --git a/notebooks/discover_excludable_soils.tsv b/notebooks/discover_excludable_soils.tsv new file mode 100644 index 00000000..8125d287 --- /dev/null +++ b/notebooks/discover_excludable_soils.tsv @@ -0,0 +1,401 @@ +s s_is_soil s_is_reasonable_other slab p plab p_lab_or_id relation_is_reasonable o o_is_soil o_is_reasonable_other olab slab_olab_cosine sole_reasonable_other sole_soil +ENVO:00001998 False False soil BFO:0000050 part of part of True ENVO:01000820 False True pedosphere 0.31622776601683794 pedosphere +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:00002982 False False clay 0.25 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000016 False False silt 0.75 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000017 False False sand 0.25 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000155 False False organic material 0.375 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000256 False False mineral material 0.25 +ENVO:00001998 False False soil RO:0000086 has quality has quality False PATO:0000984 False False porous 0.4082482904638631 +ENVO:00001998 False False soil RO:0000091 has disposition has disposition False ENVO:06105304 False False water-holding capacity of soil 0.3651483716701107 +ENVO:00001998 False False soil rdfs:subClassOf rdfs:subClassOf False ENVO:00010483 False False environmental material 0.31980107453341566 +ENVO:00001998 False False soil rdfs:subClassOf rdfs:subClassOf False ENVO:01000813 False True astronomical body part 0.42640143271122083 astronomical body part +ENVO:00002116 True False contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6726727939963124 +ENVO:00002117 True False creosote contaminated soil ENVO:02000200 has increased levels of has increased levels of False ENVO:2000001 False True creosote 0.5547001962252291 creosote creosote contaminated soil +ENVO:00002117 True False creosote contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8086075400626399 +ENVO:00002145 True False chromate contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:35404 False True chromate(2-) 0.45291081365783825 chromate(2-) chromate contaminated soil +ENVO:00002145 True False chromate contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003081 True False metal contaminated soil 0.8996469021204838 +ENVO:00002146 True False xylene contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:27338 False True xylene 0.5 xylene xylene contaminated soil +ENVO:00002146 True False xylene contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8416254115301732 +ENVO:00002229 True False arenosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 arenosol +ENVO:00002230 True False anthrosol RO:0002353 output of output of False ENVO:01000952 False False anthropisation 0.7126966450997984 anthrosol +ENVO:00002230 True False anthrosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 anthrosol +ENVO:00002230 True False anthrosol rdfs:subClassOf rdfs:subClassOf False ENVO:0010001 False False anthropogenic environmental material 0.4444444444444444 anthrosol +ENVO:00002231 True False alisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.8164965809277261 alisol +ENVO:00002232 True False andosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 andosol +ENVO:00002233 True False albeluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 albeluvisol +ENVO:00002234 True False acrisol rdfs:subClassOf rdfs:subClassOf False ENVO:01001397 True False ultisol 0.5714285714285714 +ENVO:00002235 True False cambisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 cambisol +ENVO:00002236 True False cryosol BFO:0000050 part of part of True ENVO:00000134 False False permafrost 0.35856858280031806 cryosol +ENVO:00002236 True False cryosol rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.5698028822981898 +ENVO:00002237 True False chernozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.16666666666666666 chernozem +ENVO:00002238 True False durisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 durisol +ENVO:00002239 True False calcisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 calcisol +ENVO:00002240 True False kastanozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.31622776601683794 kastanozem +ENVO:00002241 True False leptosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 leptosol +ENVO:00002242 True False lixisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 lixisol +ENVO:00002243 True False histosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 histosol +ENVO:00002244 True False gleysol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 gleysol +ENVO:00002245 True False gypsisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 gypsisol +ENVO:00002246 True False ferralsol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 ferralsol +ENVO:00002247 True False nitisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 nitisol +ENVO:00002248 True False luvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 luvisol +ENVO:00002249 True False phaeozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.17677669529663687 phaeozem +ENVO:00002250 True False plinthosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 plinthosol +ENVO:00002251 True False planosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 planosol +ENVO:00002252 True False solonchak rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 solonchak +ENVO:00002253 True False umbrisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 umbrisol +ENVO:00002254 True False vertisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 vertisol +ENVO:00002255 True False solonetz rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 solonetz +ENVO:00002256 True False regosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 regosol +ENVO:00002257 True False podzol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4082482904638631 podzol +ENVO:00002258 True False loam RO:0000053 has characteristic has characteristic False ENVO:06105271 False False soil texture 0.2886751345948129 loam +ENVO:00002258 True False loam rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 loam +ENVO:00002259 True False agricultural soil BFO:0000050 part of part of True ENVO:00000077 False True agricultural ecosystem 0.7756315349925288 agricultural ecosystem agricultural soil +ENVO:00002259 True False agricultural soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 agricultural soil +ENVO:00002260 True False dune soil BFO:0000050 part of part of True ENVO:00000170 False True dune 0.6666666666666666 dune dune soil +ENVO:00002260 True False dune soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.8040302522073697 +ENVO:00002261 True False forest soil RO:0001025 located in located in True ENVO:00000111 False True forested area 0.5853694070049635 forested area forest soil +ENVO:00002261 True False forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 forest soil +ENVO:00002262 True False clay soil RO:0002473 composed primarily of composed primarily of True ENVO:00002982 False False clay 0.6666666666666666 clay soil +ENVO:00002262 True False clay soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 clay soil +ENVO:00002263 True False garden soil BFO:0000050 part of part of True ENVO:00000011 False True garden 0.7385489458759964 garden garden soil +ENVO:00002263 True False garden soil RO:0001025 located in located in True ENVO:00000011 False True garden 0.7385489458759964 garden garden soil +ENVO:00002263 True False garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 garden soil +ENVO:00002273 True False fluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 fluvisol +ENVO:00002274 True False stagnosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 stagnosol +ENVO:00002275 True False technosol BFO:0000050 part of part of True ENVO:01000983 False True technosphere 0.6735753140545634 technosphere technosol +ENVO:00002275 True False technosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 technosol +ENVO:00002871 True False alluvial soil RO:0002353 output of output of False ENVO:01001346 False False erosion 0.3144854510165755 alluvial soil +ENVO:00002871 True False alluvial soil RO:0002354 formed as result of formed as result of False ENVO:01000982 False False water flow process 0.3268602252303067 alluvial soil +ENVO:00002871 True False alluvial soil RO:0002354 formed as result of formed as result of False ENVO:01001346 False False erosion 0.3144854510165755 alluvial soil +ENVO:00002871 True False alluvial soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 alluvial soil +ENVO:00002875 True False oil contaminated soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00002985 False False oil 0.3779644730092272 oil contaminated soil +ENVO:00002875 True False oil contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8997354108424374 +ENVO:00003081 True False metal contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:33521 False True metal atom 0.659380473395787 metal atom metal contaminated soil +ENVO:00003081 True False metal contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8597269536210951 +ENVO:00003082 True False enriched soil ENVO:02000200 has increased levels of has increased levels of False BFO:0000040 False True material entity 0.5728918992315464 material entity enriched soil +ENVO:00003082 True False enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 enriched soil +ENVO:00003083 True False sarcosine enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:15611 False True sarcosine 0.6255432421712243 sarcosine sarcosine enriched soil +ENVO:00003083 True False sarcosine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003084 True False trimethylamine enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:18139 False True trimethylamine 0.7071067811865476 trimethylamine trimethylamine enriched soil +ENVO:00003084 True False trimethylamine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003085 True False skatole enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:9171 False True skatole 0.5773502691896257 skatole skatole enriched soil +ENVO:00003085 True False skatole enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003086 True False ethanol enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:16236 False True ethanol 0.5773502691896257 ethanol ethanol enriched soil +ENVO:00003086 True False ethanol enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003087 True False acetamide enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:27856 False True acetamide 0.6255432421712243 acetamide acetamide enriched soil +ENVO:00003087 True False acetamide enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003088 True False pantothenate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:16454 False True pantothenate 0.6793662204867574 pantothenate pantothenate enriched soil +ENVO:00003088 True False pantothenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003089 True False testosterone enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:17347 False True testosterone 0.6793662204867574 testosterone testosterone enriched soil +ENVO:00003089 True False testosterone enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003090 True False kynurenate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:58454 False True kynurenate 0.6454972243679028 kynurenate kynurenate enriched soil +ENVO:00003090 True False kynurenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003091 True False threonine enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:26986 False True threonine 0.6255432421712243 threonine threonine enriched soil +ENVO:00003091 True False threonine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003092 True False salicylate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:30762 False True salicylate 0.6454972243679028 salicylate salicylate enriched soil +ENVO:00003092 True False salicylate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003093 True False poly-beta-hydroxybutyrate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:53388 False True poly(hydroxybutyrate) 0.6639137299238815 poly(hydroxybutyrate) poly-beta-hydroxybutyrate enriched soil +ENVO:00003093 True False poly-beta-hydroxybutyrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5773502691896258 +ENVO:00003094 True False L-(+)-tartrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003095 True False quinate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:26490 False True quinate 0.5773502691896257 quinate quinate enriched soil +ENVO:00003095 True False quinate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003914 True False chalk soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00002054 False False chalk 0.7071067811865475 chalk soil +ENVO:00003914 True False chalk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6139406135149205 +ENVO:00005740 True False paddy field soil BFO:0000050 part of part of True ENVO:00000297 False True paddy field 0.82915619758885 paddy field paddy field soil +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.48507125007266594 +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005755 True False field soil 0.7905694150420948 +ENVO:00005741 True False alpine soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 alpine soil +ENVO:00005742 True False arable soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 arable soil +ENVO:00005743 True False roadside soil RO:0001025 located in located in True ENVO:01000447 False True roadside 0.7844645405527362 roadside roadside soil +ENVO:00005743 True False roadside soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 roadside soil +ENVO:00005744 True False allotment garden soil BFO:0000050 part of part of True ENVO:00005745 False True allotment garden 0.8728715609439696 allotment garden allotment garden soil +ENVO:00005744 True False allotment garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005746 True False savanna soil RO:0001025 located in located in True ENVO:00000261 False True savanna 0.7637626158259734 savanna savanna soil +ENVO:00005746 True False savanna soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.6943650748294136 +ENVO:00005747 True False compost soil RO:0001000 derives from derives from False ENVO:00002170 False False compost 0.7637626158259734 compost soil +ENVO:00005747 True False compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 compost soil +ENVO:00005748 True False dry soil RO:0000086 has quality has quality False PATO:0001824 False False dry 0.6123724356957946 dry soil +ENVO:00005748 True False dry soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 dry soil +ENVO:00005749 True False farm soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 farm soil +ENVO:00005750 True False grassland soil RO:0001025 located in located in True ENVO:00000106 False True grassland area 0.7142857142857143 grassland area grassland soil +ENVO:00005750 True False grassland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 grassland soil +ENVO:00005751 True False jungle soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 jungle soil +ENVO:00005752 True False sawah soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 sawah soil +ENVO:00005753 True False urea enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:16199 False True urea 0.47140452079103173 urea urea enriched soil +ENVO:00005753 True False urea enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.8498365855987974 +ENVO:00005754 True False fertilized soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 fertilized soil +ENVO:00005755 True False field soil BFO:0000050 part of part of True ENVO:00000114 False True agricultural field 0.5962847939999439 agricultural field field soil +ENVO:00005755 True False field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 field soil +ENVO:00005756 True False lawn soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 lawn soil +ENVO:00005757 True False bacteria enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7687061147858074 +ENVO:00005758 True False alluvial swamp soil BFO:0000050 part of part of True ENVO:00000233 False True swamp ecosystem 0.47387910220727386 swamp ecosystem alluvial swamp soil +ENVO:00005758 True False alluvial swamp soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.827170191868511 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.7211102550927979 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8 +ENVO:00005760 True False burned soil RO:0002353 output of output of False ENVO:01000839 False False combustion process 0.6396021490668313 burned soil +ENVO:00005760 True False burned soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 burned soil +ENVO:00005761 True False meadow soil BFO:0000050 part of part of True ENVO:00000108 False True meadow ecosystem 0.6784005252999682 meadow ecosystem meadow soil +ENVO:00005761 True False meadow soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 meadow soil +ENVO:00005762 True False chloropicrin enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:39285 False True chloropicrin 0.6793662204867574 chloropicrin chloropicrin enriched soil +ENVO:00005762 True False chloropicrin enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00005763 True False humus-rich acidic ash soil ENVO:02000200 has increased levels of has increased levels of False ENVO:01000000 False False humus 0.43852900965351466 humus-rich acidic ash soil +ENVO:00005763 True False humus-rich acidic ash soil ENVO:02000200 has increased levels of has increased levels of False ENVO:02000090 False False ash 0.3396831102433787 humus-rich acidic ash soil +ENVO:00005763 True False humus-rich acidic ash soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5439282932204212 +ENVO:00005764 True False pond soil RO:0002220 adjacent to adjacent to True ENVO:00000033 False True pond 0.6666666666666666 pond pond soil +ENVO:00005764 True False pond soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 pond soil +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005747 True False compost soil 0.7947194142390263 +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:00005766 True False limed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 limed soil +ENVO:00005767 True False manured soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 manured soil +ENVO:00005768 True False orchid soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 orchid soil +ENVO:00005769 True False mountain forest soil BFO:0000050 part of part of True ENVO:00000081 False True mountain 0.6324555320336759 mountain mountain forest soil +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7416198487095663 +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.5393598899705937 +ENVO:00005770 True False beech forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.8043996665398437 +ENVO:00005771 True False muddy soil RO:0002473 composed primarily of composed primarily of True ENVO:01000001 False False mud 0.5477225575051661 muddy soil +ENVO:00005771 True False muddy soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 muddy soil +ENVO:00005772 True False orchard soil BFO:0000050 part of part of True ENVO:00000115 False True orchard 0.7637626158259734 orchard orchard soil +ENVO:00005772 True False orchard soil RO:0001025 located in located in True ENVO:00000115 False True orchard 0.7637626158259734 orchard orchard soil +ENVO:00005772 True False orchard soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.6735753140545634 +ENVO:00005773 True False pasture soil RO:0001025 located in located in True ENVO:00000266 False True pasture 0.7637626158259734 pasture pasture soil +ENVO:00005773 True False pasture soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 pasture soil +ENVO:00005774 True False peat soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002243 True False histosol 0.5892556509887896 +ENVO:00005775 True False salt contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:26710 False True sodium chloride 0.6055300708194984 sodium chloride salt contaminated soil +ENVO:00005775 True False salt contaminated soil RO:0000086 has quality has quality False PATO:0001657 False False increased osmolarity 0.7627700713964739 salt contaminated soil +ENVO:00005775 True False salt contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8790490729915326 +ENVO:00005776 True False peaty paddy field soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00005774 True False peat soil 0.6396021490668313 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5321811563901744 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8528028654224417 +ENVO:00005777 True False steppe soil RO:0001025 located in located in True ENVO:00000262 False True steppe 0.7385489458759964 steppe steppe soil +ENVO:00005777 True False steppe soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.48349377841522817 +ENVO:00005778 True False tropical soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 tropical soil +ENVO:00005779 True False vegetable garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005780 True False greenhouse soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 greenhouse soil +ENVO:00005781 True False heat stressed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.47140452079103173 heat stressed soil +ENVO:00005782 True False ornithogenic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 ornithogenic soil +ENVO:00005783 True False leafy wood soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.6227991553292184 +ENVO:00005784 True False spruce forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7817359599705717 +ENVO:00005786 True False upland soil BFO:0000050 part of part of True ENVO:00000176 False True elevated landform 0.5118906968889915 elevated landform upland soil +ENVO:00005786 True False upland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 upland soil +ENVO:00005787 True False eucalyptus forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7071067811865476 +ENVO:00005788 True False rubber plantation soil BFO:0000050 part of part of True ENVO:00000164 False True rubber plantation 0.8790490729915326 rubber plantation rubber plantation soil +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6722139969935249 +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.49746833816309105 +ENVO:00005789 True False bluegrass field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6507913734559685 +ENVO:00005790 True False red soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 red soil +ENVO:00005802 True False bulk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bulk soil +ENVO:01000427 True False carbon nanotube enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:50594 False True carbon nanotube 0.7191949522280763 carbon nanotube carbon nanotube enriched soil +ENVO:01000427 True False carbon nanotube enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6695340634119862 +ENVO:01001185 True False acidic soil RO:0000086 has quality has quality False PATO:0001429 False False acidic 0.7385489458759964 acidic soil +ENVO:01001185 True False acidic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 acidic soil +ENVO:01001397 True False ultisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 ultisol +ENVO:01001525 True False hard-frozen soil BFO:0000051 has part has part True ENVO:01000277 False False water ice 0.4166666666666667 hard-frozen soil +ENVO:01001525 True False hard-frozen soil RO:0000086 has quality has quality False PATO:0000386 False False hard 0.5 hard-frozen soil +ENVO:01001525 True False hard-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01000814 False False solid environmental material 0.5669467095138409 hard-frozen soil +ENVO:01001525 True False hard-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.82915619758885 +ENVO:01001526 True False frozen soil BFO:0000050 part of part of True ENVO:01001524 False True frozen land 0.7272727272727273 frozen land frozen soil +ENVO:01001526 True False frozen soil RO:0000086 has quality has quality False PATO:0001985 False False frozen 0.7385489458759964 frozen soil +ENVO:01001526 True False frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 frozen soil +ENVO:01001527 True False plastic-frozen soil BFO:0000051 has part has part True ENVO:00002006 False False liquid water 0.5298129428260175 plastic-frozen soil +ENVO:01001527 True False plastic-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001528 True False friable-frozen soil BFO:0000051 has part has part True ENVO:01000277 False False water ice 0.45883146774112354 friable-frozen soil +ENVO:01001528 True False friable-frozen soil RO:0000086 has quality has quality False PATO:0000386 False False hard 0.22941573387056174 friable-frozen soil +ENVO:01001528 True False friable-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01000814 False False solid environmental material 0.6069769786668839 friable-frozen soil +ENVO:01001528 True False friable-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001616 True False bare soil RO:0002220 adjacent to adjacent to True ENVO:01000540 False True troposphere 0.40201512610368484 troposphere bare soil +ENVO:01001616 True False bare soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bare soil +ENVO:01001638 True False frost-susceptible soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.42640143271122083 frost-susceptible soil +ENVO:01001841 True False volcanic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002232 True False andosol 0.628970902033151 +ENVO:02000059 True False surface soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 surface soil +ENVO:02000138 True False mangrove biome soil RO:0001025 located in located in True ENVO:01000181 False False mangrove biome 0.8583950752789522 mangrove biome soil +ENVO:02000138 True False mangrove biome soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4588314677411235 mangrove biome soil +ENVO:03600036 True False pathogen-suppressive soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4 pathogen-suppressive soil +ENVO:06105205 True False compacted soil RO:0000086 has quality has quality False PATO:0001485 False False condensed 0.44543540318737396 compacted soil +ENVO:06105205 True False compacted soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 compacted soil +ENVO:06105274 True False sandy loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000017 False False sand 0.6324555320336759 sandy loam +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5262348115842176 +ENVO:06105275 True False silty loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000016 False False silt 0.6324555320336759 silty loam +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.43852900965351466 +ENVO:06105276 True False sandy clay loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000017 False False sand 0.5163977794943222 sandy clay loam +ENVO:06105276 True False sandy clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:06105277 True False clay loam ENVO:02000200 has increased levels of has increased levels of False ENVO:00002982 False False clay 0.6666666666666666 clay loam +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6666666666666666 +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.3698001308168194 +ENVO:06105278 True False silty clay loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000016 False False silt 0.5163977794943222 silty clay loam +ENVO:06105278 True False silty clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:00000044 False True peatland RO:0002473 composed primarily of composed primarily of True ENVO:00005774 True False peat soil 0.5892556509887896 peatland peat soil +ENVO:00000258 False True alluvial plain RO:0002473 composed primarily of composed primarily of True ENVO:00002871 True False alluvial soil 0.8153742483272113 alluvial plain alluvial soil +ENVO:00000314 False True alluvial fan RO:0002473 composed primarily of composed primarily of True ENVO:00002871 True False alluvial soil 0.7205766921228921 alluvial fan alluvial soil +ENVO:00000413 False True pingo ENVO:01001307 partially_surrounded_by partially_surrounded_by False ENVO:00001998 False False soil 0.4472135954999579 pingo +ENVO:00002116 True False contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6726727939963124 +ENVO:00002117 True False creosote contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8086075400626399 +ENVO:00002145 True False chromate contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003081 True False metal contaminated soil 0.8996469021204838 +ENVO:00002146 True False xylene contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8416254115301732 +ENVO:00002229 True False arenosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 arenosol +ENVO:00002230 True False anthrosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 anthrosol +ENVO:00002231 True False alisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.8164965809277261 alisol +ENVO:00002232 True False andosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 andosol +ENVO:00002233 True False albeluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 albeluvisol +ENVO:00002234 True False acrisol rdfs:subClassOf rdfs:subClassOf False ENVO:01001397 True False ultisol 0.5714285714285714 +ENVO:00002235 True False cambisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 cambisol +ENVO:00002236 True False cryosol rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.5698028822981898 +ENVO:00002237 True False chernozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.16666666666666666 chernozem +ENVO:00002238 True False durisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 durisol +ENVO:00002239 True False calcisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 calcisol +ENVO:00002240 True False kastanozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.31622776601683794 kastanozem +ENVO:00002241 True False leptosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 leptosol +ENVO:00002242 True False lixisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 lixisol +ENVO:00002243 True False histosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 histosol +ENVO:00002244 True False gleysol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 gleysol +ENVO:00002245 True False gypsisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 gypsisol +ENVO:00002246 True False ferralsol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 ferralsol +ENVO:00002247 True False nitisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 nitisol +ENVO:00002248 True False luvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 luvisol +ENVO:00002249 True False phaeozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.17677669529663687 phaeozem +ENVO:00002250 True False plinthosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 plinthosol +ENVO:00002251 True False planosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 planosol +ENVO:00002252 True False solonchak rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 solonchak +ENVO:00002253 True False umbrisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 umbrisol +ENVO:00002254 True False vertisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 vertisol +ENVO:00002255 True False solonetz rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 solonetz +ENVO:00002256 True False regosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 regosol +ENVO:00002257 True False podzol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4082482904638631 podzol +ENVO:00002258 True False loam rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 loam +ENVO:00002259 True False agricultural soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 agricultural soil +ENVO:00002260 True False dune soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.8040302522073697 +ENVO:00002261 True False forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 forest soil +ENVO:00002262 True False clay soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 clay soil +ENVO:00002263 True False garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 garden soil +ENVO:00002273 True False fluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 fluvisol +ENVO:00002274 True False stagnosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 stagnosol +ENVO:00002275 True False technosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 technosol +ENVO:00002871 True False alluvial soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 alluvial soil +ENVO:00002875 True False oil contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8997354108424374 +ENVO:00003081 True False metal contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8597269536210951 +ENVO:00003082 True False enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 enriched soil +ENVO:00003083 True False sarcosine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003084 True False trimethylamine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003085 True False skatole enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003086 True False ethanol enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003087 True False acetamide enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003088 True False pantothenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003089 True False testosterone enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003090 True False kynurenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003091 True False threonine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003092 True False salicylate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003093 True False poly-beta-hydroxybutyrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5773502691896258 +ENVO:00003094 True False L-(+)-tartrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003095 True False quinate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003914 True False chalk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6139406135149205 +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.48507125007266594 +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005755 True False field soil 0.7905694150420948 +ENVO:00005741 True False alpine soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 alpine soil +ENVO:00005742 True False arable soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 arable soil +ENVO:00005743 True False roadside soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 roadside soil +ENVO:00005744 True False allotment garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005746 True False savanna soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.6943650748294136 +ENVO:00005747 True False compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 compost soil +ENVO:00005748 True False dry soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 dry soil +ENVO:00005749 True False farm soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 farm soil +ENVO:00005750 True False grassland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 grassland soil +ENVO:00005751 True False jungle soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 jungle soil +ENVO:00005752 True False sawah soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 sawah soil +ENVO:00005753 True False urea enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.8498365855987974 +ENVO:00005754 True False fertilized soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 fertilized soil +ENVO:00005755 True False field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 field soil +ENVO:00005756 True False lawn soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 lawn soil +ENVO:00005757 True False bacteria enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7687061147858074 +ENVO:00005758 True False alluvial swamp soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.827170191868511 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.7211102550927979 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8 +ENVO:00005760 True False burned soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 burned soil +ENVO:00005761 True False meadow soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 meadow soil +ENVO:00005762 True False chloropicrin enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00005763 True False humus-rich acidic ash soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5439282932204212 +ENVO:00005764 True False pond soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 pond soil +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005747 True False compost soil 0.7947194142390263 +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:00005766 True False limed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 limed soil +ENVO:00005767 True False manured soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 manured soil +ENVO:00005768 True False orchid soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 orchid soil +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7416198487095663 +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.5393598899705937 +ENVO:00005770 True False beech forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.8043996665398437 +ENVO:00005771 True False muddy soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 muddy soil +ENVO:00005772 True False orchard soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.6735753140545634 +ENVO:00005773 True False pasture soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 pasture soil +ENVO:00005774 True False peat soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002243 True False histosol 0.5892556509887896 +ENVO:00005775 True False salt contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8790490729915326 +ENVO:00005776 True False peaty paddy field soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00005774 True False peat soil 0.6396021490668313 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5321811563901744 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8528028654224417 +ENVO:00005777 True False steppe soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.48349377841522817 +ENVO:00005778 True False tropical soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 tropical soil +ENVO:00005779 True False vegetable garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005780 True False greenhouse soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 greenhouse soil +ENVO:00005781 True False heat stressed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.47140452079103173 heat stressed soil +ENVO:00005782 True False ornithogenic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 ornithogenic soil +ENVO:00005783 True False leafy wood soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.6227991553292184 +ENVO:00005784 True False spruce forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7817359599705717 +ENVO:00005786 True False upland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 upland soil +ENVO:00005787 True False eucalyptus forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7071067811865476 +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6722139969935249 +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.49746833816309105 +ENVO:00005789 True False bluegrass field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6507913734559685 +ENVO:00005790 True False red soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 red soil +ENVO:00005801 False True rhizosphere BFO:0000050 part of part of True ENVO:00001998 False False soil 0.45226701686664544 rhizosphere +ENVO:00005802 True False bulk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bulk soil +ENVO:01000001 False False mud BFO:0000051 has part has part True ENVO:00001998 False False soil 0.0 +ENVO:01000427 True False carbon nanotube enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6695340634119862 +ENVO:01000698 False False debris flow RO:0000057 has participant has participant False ENVO:00001998 False False soil 0.6030226891555273 +ENVO:01000706 False False soil erosion RO:0000057 has participant has participant False ENVO:00001998 False False soil 0.5773502691896258 +ENVO:01000820 False True pedosphere RO:0002473 composed primarily of composed primarily of True ENVO:00001998 False False soil 0.31622776601683794 pedosphere +ENVO:01001044 False True soil environment RO:0002507 determined by determined by False ENVO:00001998 False False soil 0.5 soil environment +ENVO:01001185 True False acidic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 acidic soil +ENVO:01001397 True False ultisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 ultisol +ENVO:01001525 True False hard-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.82915619758885 +ENVO:01001526 True False frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 frozen soil +ENVO:01001527 True False plastic-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001528 True False friable-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001616 True False bare soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bare soil +ENVO:01001638 True False frost-susceptible soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.42640143271122083 frost-susceptible soil +ENVO:01001664 False False cryoturbation of soil RO:0000057 has participant has participant False ENVO:00001998 False False soil 0.4364357804719848 +ENVO:01001841 True False volcanic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002232 True False andosol 0.628970902033151 +ENVO:02000059 True False surface soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 surface soil +ENVO:02000122 False False peat drainage BFO:0000066 occurs in occurs in False ENVO:00005774 True False peat soil 0.554700196225229 peat soil +ENVO:02000138 True False mangrove biome soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4588314677411235 mangrove biome soil +ENVO:02500038 False False soil pollution BFO:0000066 occurs in occurs in False ENVO:00001998 False False soil 0.5345224838248488 +ENVO:02500038 False False soil pollution RO:0002234 has output has output False ENVO:00002116 True False contaminated soil 0.583383351196948 contaminated soil +ENVO:03000008 False False compaction process RO:0002234 has output has output False ENVO:06105205 True False compacted soil 0.7559289460184544 compacted soil +ENVO:03600036 True False pathogen-suppressive soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4 pathogen-suppressive soil +ENVO:04000008 False False soil organic matter BFO:0000050 part of part of True ENVO:00001998 False False soil 0.4588314677411235 +ENVO:04000011 False True bare soil surface layer RO:0002473 composed primarily of composed primarily of True ENVO:01001616 True False bare soil 0.6255432421712243 bare soil surface layer bare soil +ENVO:06105205 True False compacted soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 compacted soil +ENVO:06105232 False False soil albedo RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.6030226891555273 +ENVO:06105241 False False soil drainage BFO:0000066 occurs in occurs in False ENVO:00001998 False False soil 0.5547001962252291 +ENVO:06105266 False True soil layer RO:0002473 composed primarily of composed primarily of True ENVO:00001998 False False soil 0.6324555320336759 soil layer +ENVO:06105271 False False soil texture RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5773502691896258 +ENVO:06105272 False False loamy sand BFO:0000051 has part has part True ENVO:00002258 True False loam 0.6324555320336759 loam +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5262348115842176 +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.43852900965351466 +ENVO:06105276 True False sandy clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6666666666666666 +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.3698001308168194 +ENVO:06105278 True False silty clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:06105304 False False water-holding capacity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.3651483716701107 +ENVO:09000028 False False evaporation of liquid water in soil BFO:0000066 occurs in occurs in False ENVO:00001998 False False soil 0.3380617018914066 +ENVO:09200005 False False mass density of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.4472135954999579 +ENVO:09200009 False False structure of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.48507125007266594 +ENVO:09200010 False False acidity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5163977794943222 +ENVO:09200012 False False temperature of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.4588314677411235 +ENVO:09200013 False False wetness of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5163977794943222 +ENVO:09200015 False False humidity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5 +ENVO:09200016 False False conductivity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.4472135954999579 +ENVO:09200021 False False color of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5547001962252291 +ENVO:09200029 False False thickness of topsoil RO:0000052 characteristic of characteristic of False ENVO:02000059 True False surface soil 0.5809475019311126 surface soil +ENVO:2000008 False False lignite RO:0001000 derives from derives from False ENVO:00005774 True False peat soil 0.5039526306789696 peat soil diff --git a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb index 3c27affe..64112185 100644 --- a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb @@ -6,89 +6,101 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-10-31T17:01:35.870950Z", - "start_time": "2024-10-31T17:01:35.861400Z" + "end_time": "2024-11-05T02:01:34.098971Z", + "start_time": "2024-11-05T02:01:31.308935Z" } }, "source": [ + "import pandas as pd\n", "from oaklib import get_adapter\n", - "from oaklib.datamodels.vocabulary import IS_A\n", - "\n", - "import pprint" + "from oaklib.datamodels.vocabulary import IS_A" ], "outputs": [], - "execution_count": 28 + "execution_count": 1 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:35.917798Z", - "start_time": "2024-10-31T17:01:35.914836Z" + "end_time": "2024-11-05T02:01:34.106377Z", + "start_time": "2024-11-05T02:01:34.103333Z" } }, "cell_type": "code", "source": "adapter_string = \"sqlite:obo:envo\"", "id": "2148e2b371b9d3c1", "outputs": [], - "execution_count": 29 + "execution_count": 2 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:35.964062Z", - "start_time": "2024-10-31T17:01:35.960924Z" + "end_time": "2024-11-05T02:01:34.168783Z", + "start_time": "2024-11-05T02:01:34.165952Z" } }, "cell_type": "code", "source": "target_labels = [\"terrestrial biome\"]", "id": "2b9221b70ebed187", "outputs": [], - "execution_count": 30 + "execution_count": 3 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.010955Z", - "start_time": "2024-10-31T17:01:36.008005Z" + "end_time": "2024-11-05T02:01:34.212100Z", + "start_time": "2024-11-05T02:01:34.209141Z" } }, "cell_type": "code", "source": "exclusion_labels = []", "id": "dc91a47fb8762a09", "outputs": [], - "execution_count": 31 + "execution_count": 4 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.061149Z", - "start_time": "2024-10-31T17:01:36.055444Z" + "end_time": "2024-11-05T02:01:34.259043Z", + "start_time": "2024-11-05T02:01:34.255575Z" + } + }, + "cell_type": "code", + "source": "output_file = \"post_google_sheets_soil_env_broad_scale.tsv\"", + "id": "1c1bbcde0e65496e", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:01:34.332337Z", + "start_time": "2024-11-05T02:01:34.302036Z" } }, "cell_type": "code", "source": "adapter = get_adapter(adapter_string)", "id": "7709e378f4d117eb", "outputs": [], - "execution_count": 32 + "execution_count": 6 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.108200Z", - "start_time": "2024-10-31T17:01:36.104277Z" + "end_time": "2024-11-05T02:01:34.350948Z", + "start_time": "2024-11-05T02:01:34.348148Z" } }, "cell_type": "code", "source": "targets = set()", "id": "1bbc3b1ad9958a37", "outputs": [], - "execution_count": 33 + "execution_count": 7 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.202473Z", - "start_time": "2024-10-31T17:01:36.153021Z" + "end_time": "2024-11-05T02:01:34.475801Z", + "start_time": "2024-11-05T02:01:34.399941Z" } }, "cell_type": "code", @@ -100,7 +112,7 @@ " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", " for d in descendant:\n", " targets.add(d)\n", - " \n", + "\n", "print(len(targets))" ], "id": "5315b4280bb53a5c", @@ -113,13 +125,13 @@ ] } ], - "execution_count": 34 + "execution_count": 8 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.218285Z", - "start_time": "2024-10-31T17:01:36.214543Z" + "end_time": "2024-11-05T02:01:34.489796Z", + "start_time": "2024-11-05T02:01:34.485912Z" } }, "cell_type": "code", @@ -144,13 +156,13 @@ ] } ], - "execution_count": 35 + "execution_count": 9 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.330698Z", - "start_time": "2024-10-31T17:01:36.306504Z" + "end_time": "2024-11-05T02:01:34.552921Z", + "start_time": "2024-11-05T02:01:34.530386Z" } }, "cell_type": "code", @@ -166,97 +178,46 @@ ], "id": "7ed61cab5db223d9", "outputs": [], - "execution_count": 37 + "execution_count": 10 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T17:01:36.365608Z", - "start_time": "2024-10-31T17:01:36.356625Z" + "end_time": "2024-11-05T02:01:34.582406Z", + "start_time": "2024-11-05T02:01:34.578901Z" } }, "cell_type": "code", - "source": "pprint.pprint(labelled_targets)", - "id": "454fb1c002f7e703", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[{'id': 'ENVO:01000250', 'label': 'subpolar coniferous forest biome'},\n", - " {'id': 'ENVO:01000189', 'label': 'temperate savanna biome'},\n", - " {'id': 'ENVO:01000197', 'label': 'broadleaf forest biome'},\n", - " {'id': 'ENVO:01000208', 'label': 'mediterranean woodland biome'},\n", - " {'id': 'ENVO:01000222', 'label': 'subtropical woodland biome'},\n", - " {'id': 'ENVO:01000192', 'label': 'tropical grassland biome'},\n", - " {'id': 'ENVO:01000188', 'label': 'tropical savanna biome'},\n", - " {'id': 'ENVO:01000193', 'label': 'temperate grassland biome'},\n", - " {'id': 'ENVO:01000199', 'label': 'mediterranean forest biome'},\n", - " {'id': 'ENVO:01000219', 'label': 'anthropogenic terrestrial biome'},\n", - " {'id': 'ENVO:01000174', 'label': 'forest biome'},\n", - " {'id': 'ENVO:01000178', 'label': 'savanna biome'},\n", - " {'id': 'ENVO:01000245', 'label': 'cropland biome'},\n", - " {'id': 'ENVO:01000213', 'label': 'subtropical shrubland biome'},\n", - " {'id': 'ENVO:01000195', 'label': 'flooded grassland biome'},\n", - " {'id': 'ENVO:01000247', 'label': 'rangeland biome'},\n", - " {'id': 'ENVO:01000229', 'label': 'mediterranean savanna biome'},\n", - " {'id': 'ENVO:01000209', 'label': 'subtropical coniferous forest biome'},\n", - " {'id': 'ENVO:01000225', 'label': 'subtropical dry broadleaf forest biome'},\n", - " {'id': 'ENVO:01000224', 'label': 'mediterranean grassland biome'},\n", - " {'id': 'ENVO:00000446', 'label': 'terrestrial biome'},\n", - " {'id': 'ENVO:01000180', 'label': 'tundra biome'},\n", - " {'id': 'ENVO:01000212', 'label': 'temperate mixed forest biome'},\n", - " {'id': 'ENVO:01000187', 'label': 'subtropical savanna biome'},\n", - " {'id': 'ENVO:01000200', 'label': 'tropical broadleaf forest biome'},\n", - " {'id': 'ENVO:01000201', 'label': 'subtropical broadleaf forest biome'},\n", - " {'id': 'ENVO:01000214', 'label': 'tropical shrubland biome'},\n", - " {'id': 'ENVO:01000218', 'label': 'xeric shrubland biome'},\n", - " {'id': 'ENVO:01000215', 'label': 'temperate shrubland biome'},\n", - " {'id': 'ENVO:01000226', 'label': 'subtropical moist broadleaf forest biome'},\n", - " {'id': 'ENVO:01000227', 'label': 'tropical dry broadleaf forest biome'},\n", - " {'id': 'ENVO:01000211', 'label': 'temperate coniferous forest biome'},\n", - " {'id': 'ENVO:01001798', 'label': 'tropical mixed forest biome'},\n", - " {'id': 'ENVO:01000221', 'label': 'temperate woodland biome'},\n", - " {'id': 'ENVO:01000210', 'label': 'tropical coniferous forest biome'},\n", - " {'id': 'ENVO:01000202', 'label': 'temperate broadleaf forest biome'},\n", - " {'id': 'ENVO:01000228', 'label': 'tropical moist broadleaf forest biome'},\n", - " {'id': 'ENVO:01000175', 'label': 'woodland biome'},\n", - " {'id': 'ENVO:01000196', 'label': 'coniferous forest biome'},\n", - " {'id': 'ENVO:01000194', 'label': 'montane grassland biome'},\n", - " {'id': 'ENVO:01000223', 'label': 'montane savanna biome'},\n", - " {'id': 'ENVO:01000177', 'label': 'grassland biome'},\n", - " {'id': 'ENVO:01000176', 'label': 'shrubland biome'},\n", - " {'id': 'ENVO:01000216', 'label': 'montane shrubland biome'},\n", - " {'id': 'ENVO:01000190', 'label': 'flooded savanna biome'},\n", - " {'id': 'ENVO:01001505', 'label': 'alpine tundra biome'},\n", - " {'id': 'ENVO:01001369', 'label': 'tidal mangrove shrubland'},\n", - " {'id': 'ENVO:01000198', 'label': 'mixed forest biome'},\n", - " {'id': 'ENVO:01000181', 'label': 'mangrove biome'},\n", - " {'id': 'ENVO:01000191', 'label': 'subtropical grassland biome'},\n", - " {'id': 'ENVO:01000220', 'label': 'tropical woodland biome'},\n", - " {'id': 'ENVO:01000217', 'label': 'mediterranean shrubland biome'}]\n" - ] + "source": "export_frame = pd.DataFrame(labelled_targets)", + "id": "1f3ef3ee6f2f671f", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:01:34.631808Z", + "start_time": "2024-11-05T02:01:34.625952Z" } - ], - "execution_count": 38 + }, + "cell_type": "code", + "source": "export_frame.to_csv(output_file, sep=\"\\t\", index=False)", + "id": "742918910ceb7ef5", + "outputs": [], + "execution_count": 12 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:24:38.334021Z", - "start_time": "2024-10-31T20:24:38.311740Z" + "end_time": "2024-11-05T02:01:34.676208Z", + "start_time": "2024-11-05T02:01:34.673753Z" } }, "cell_type": "code", - "source": [ - "\n", - "with open(\"sebs.tsv\", \"w\") as f:\n", - " for t in targets:\n", - " f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" - ], - "id": "1f3ef3ee6f2f671f", + "source": "", + "id": "7df6bc0f2ce3bc0a", "outputs": [], - "execution_count": 39 + "execution_count": null } ], "metadata": { diff --git a/notebooks/sebs.tsv b/notebooks/post_google_sheets_soil_env_broad_scale.tsv similarity index 99% rename from notebooks/sebs.tsv rename to notebooks/post_google_sheets_soil_env_broad_scale.tsv index 58fdf9d8..06775e99 100644 --- a/notebooks/sebs.tsv +++ b/notebooks/post_google_sheets_soil_env_broad_scale.tsv @@ -1,52 +1,53 @@ +id label +ENVO:01000215 temperate shrubland biome +ENVO:01000175 woodland biome +ENVO:01000211 temperate coniferous forest biome +ENVO:01001505 alpine tundra biome +ENVO:01000217 mediterranean shrubland biome +ENVO:01000196 coniferous forest biome +ENVO:01000227 tropical dry broadleaf forest biome +ENVO:00000446 terrestrial biome +ENVO:01000190 flooded savanna biome +ENVO:01000226 subtropical moist broadleaf forest biome ENVO:01000250 subpolar coniferous forest biome -ENVO:01000189 temperate savanna biome +ENVO:01000180 tundra biome +ENVO:01000174 forest biome +ENVO:01000223 montane savanna biome +ENVO:01000229 mediterranean savanna biome ENVO:01000197 broadleaf forest biome -ENVO:01000208 mediterranean woodland biome -ENVO:01000222 subtropical woodland biome -ENVO:01000192 tropical grassland biome -ENVO:01000188 tropical savanna biome -ENVO:01000193 temperate grassland biome +ENVO:01000218 xeric shrubland biome +ENVO:01000195 flooded grassland biome +ENVO:01000228 tropical moist broadleaf forest biome ENVO:01000199 mediterranean forest biome -ENVO:01000219 anthropogenic terrestrial biome -ENVO:01000174 forest biome -ENVO:01000178 savanna biome ENVO:01000245 cropland biome -ENVO:01000213 subtropical shrubland biome -ENVO:01000195 flooded grassland biome -ENVO:01000247 rangeland biome -ENVO:01000229 mediterranean savanna biome -ENVO:01000209 subtropical coniferous forest biome -ENVO:01000225 subtropical dry broadleaf forest biome -ENVO:01000224 mediterranean grassland biome -ENVO:00000446 terrestrial biome -ENVO:01000180 tundra biome -ENVO:01000212 temperate mixed forest biome +ENVO:01000202 temperate broadleaf forest biome ENVO:01000187 subtropical savanna biome +ENVO:01000224 mediterranean grassland biome ENVO:01000200 tropical broadleaf forest biome -ENVO:01000201 subtropical broadleaf forest biome -ENVO:01000214 tropical shrubland biome -ENVO:01000218 xeric shrubland biome -ENVO:01000215 temperate shrubland biome -ENVO:01000226 subtropical moist broadleaf forest biome -ENVO:01000227 tropical dry broadleaf forest biome -ENVO:01000211 temperate coniferous forest biome ENVO:01001798 tropical mixed forest biome ENVO:01000221 temperate woodland biome -ENVO:01000210 tropical coniferous forest biome -ENVO:01000202 temperate broadleaf forest biome -ENVO:01000228 tropical moist broadleaf forest biome -ENVO:01000175 woodland biome -ENVO:01000196 coniferous forest biome +ENVO:01000247 rangeland biome +ENVO:01000178 savanna biome +ENVO:01000213 subtropical shrubland biome +ENVO:01000192 tropical grassland biome +ENVO:01000222 subtropical woodland biome +ENVO:01000191 subtropical grassland biome +ENVO:01000220 tropical woodland biome ENVO:01000194 montane grassland biome -ENVO:01000223 montane savanna biome -ENVO:01000177 grassland biome -ENVO:01000176 shrubland biome +ENVO:01000188 tropical savanna biome +ENVO:01000209 subtropical coniferous forest biome ENVO:01000216 montane shrubland biome -ENVO:01000190 flooded savanna biome -ENVO:01001505 alpine tundra biome -ENVO:01001369 tidal mangrove shrubland +ENVO:01000212 temperate mixed forest biome +ENVO:01000177 grassland biome +ENVO:01000193 temperate grassland biome ENVO:01000198 mixed forest biome ENVO:01000181 mangrove biome -ENVO:01000191 subtropical grassland biome -ENVO:01000220 tropical woodland biome -ENVO:01000217 mediterranean shrubland biome +ENVO:01000214 tropical shrubland biome +ENVO:01000189 temperate savanna biome +ENVO:01000219 anthropogenic terrestrial biome +ENVO:01000225 subtropical dry broadleaf forest biome +ENVO:01000201 subtropical broadleaf forest biome +ENVO:01001369 tidal mangrove shrubland +ENVO:01000176 shrubland biome +ENVO:01000210 tropical coniferous forest biome +ENVO:01000208 mediterranean woodland biome diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/post_google_sheets_soil_env_local_scale.ipynb index f1cef3e3..68cbc906 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_local_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-10-31T19:35:44.766963Z", - "start_time": "2024-10-31T19:35:44.762915Z" + "end_time": "2024-11-05T02:02:01.723302Z", + "start_time": "2024-11-05T02:01:58.979872Z" } }, "source": [ @@ -18,13 +18,13 @@ "import pandas as pd" ], "outputs": [], - "execution_count": 19 + "execution_count": 1 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.215069Z", - "start_time": "2024-10-31T19:26:06.211413Z" + "end_time": "2024-11-05T02:02:01.729932Z", + "start_time": "2024-11-05T02:02:01.727132Z" } }, "cell_type": "code", @@ -36,8 +36,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.276472Z", - "start_time": "2024-10-31T19:26:06.273686Z" + "end_time": "2024-11-05T02:02:01.791797Z", + "start_time": "2024-11-05T02:02:01.789189Z" } }, "cell_type": "code", @@ -53,8 +53,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.319704Z", - "start_time": "2024-10-31T19:26:06.316724Z" + "end_time": "2024-11-05T02:02:01.835113Z", + "start_time": "2024-11-05T02:02:01.832275Z" } }, "cell_type": "code", @@ -70,8 +70,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.377816Z", - "start_time": "2024-10-31T19:26:06.367574Z" + "end_time": "2024-11-05T02:02:01.881065Z", + "start_time": "2024-11-05T02:02:01.878186Z" } }, "cell_type": "code", @@ -87,8 +87,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.439816Z", - "start_time": "2024-10-31T19:26:06.427067Z" + "end_time": "2024-11-05T02:02:01.930098Z", + "start_time": "2024-11-05T02:02:01.926352Z" } }, "cell_type": "code", @@ -122,8 +122,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.487591Z", - "start_time": "2024-10-31T19:26:06.482301Z" + "end_time": "2024-11-05T02:02:01.977871Z", + "start_time": "2024-11-05T02:02:01.973278Z" } }, "cell_type": "code", @@ -178,34 +178,317 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.558957Z", - "start_time": "2024-10-31T19:26:06.530304Z" + "end_time": "2024-11-05T02:02:02.026667Z", + "start_time": "2024-11-05T02:02:02.021705Z" + } + }, + "cell_type": "code", + "source": [ + "keep_base_only = [\n", + " 'artificial',\n", + " 'basin'\n", + " 'beach',\n", + " 'bridge',\n", + " 'campground',\n", + " 'cave',\n", + " 'channel',\n", + " 'cliff',\n", + " 'cone',\n", + " 'conveyor',\n", + " 'crater',\n", + " 'cut',\n", + " 'dam',\n", + " 'dune',\n", + " 'fault',\n", + " 'field',\n", + " 'flood',\n", + " 'garden',\n", + " 'hill',\n", + " 'karst',\n", + " 'landfill',\n", + " 'market',\n", + " 'mine',\n", + " 'moraine',\n", + " 'mountain',\n", + " 'natural',\n", + " 'network',\n", + " 'oil',\n", + " 'park',\n", + " 'pipeline',\n", + " 'pit',\n", + " 'plain',\n", + " 'plane',\n", + " 'planetary',\n", + " 'pond',\n", + " 'pond',\n", + " 'prison',\n", + " 'private',\n", + " 'public',\n", + " 'pyroclastic',\n", + " 'range',\n", + " 'reactor',\n", + " 'refinery',\n", + " 'ridge'\n", + " 'rift',\n", + " 'road',\n", + " 'rock',\n", + " 'site',\n", + " 'slope',\n", + " 'tailings',\n", + " 'transport',\n", + " 'tunnel',\n", + " 'valley',\n", + " 'volcano',\n", + " 'water',\n", + " 'zone',\n", + "]\n" + ], + "id": "aa150cf6ca815771", + "outputs": [], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.073317Z", + "start_time": "2024-11-05T02:02:02.069253Z" + } + }, + "cell_type": "code", + "source": [ + "force_back_in = [\n", + " 'agricultural ecosystem',\n", + " 'agricultural field',\n", + " # 'allotment garden',\n", + " 'alluvial plain',\n", + " 'alluvial fan',\n", + " # 'bare soil surface layer',\n", + " 'dune',\n", + " # 'elevated landform',\n", + " 'forested area',\n", + " 'frozen land',\n", + " 'garden',\n", + " 'grassland area',\n", + " 'meadow ecosystem',\n", + " 'mountain',\n", + " # 'paddy field',\n", + " 'pasture',\n", + " 'peatland',\n", + " 'pond',\n", + " 'roadside',\n", + " # 'rubber plantation',\n", + " 'savanna',\n", + " 'steppe',\n", + " 'swamp ecosystem',\n", + " # 'technosphere',\n", + " # 'troposhere',\n", + "]\n", + "\n", + "# for the sake of \"soils whose differentia can be expressed in the broad or local scale slots\n", + "\n", + "# run this after discover_excludable_soils.ipynb\n", + "# and before post_google_sheets_soil_env_medium.ipynb\n", + "\n", + "# see discover_excludable_soils.tsv with relation_is_reasonable filtered to true\n", + "# then remove blanks from sole_reasonable_other and sole_soil" + ], + "id": "63cbec0253b11d10", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.119585Z", + "start_time": "2024-11-05T02:02:02.116320Z" + } + }, + "cell_type": "code", + "source": [ + "force_back_in.extend([\n", + " 'active permafrost layer',\n", + " 'fen',\n", + " 'fjord',\n", + " 'glacier',\n", + " 'marsh',\n", + " 'peatland',\n", + " 'prairie',\n", + " 'rhizosphere',\n", + " 'river',\n", + " 'spring',\n", + " 'stream',\n", + " 'woodland area',\n", + "])\n", + "\n", + "# because they had 2+ upvotes" + ], + "id": "c92f84a59fa1b709", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.168462Z", + "start_time": "2024-11-05T02:02:02.164685Z" + } + }, + "cell_type": "code", + "source": [ + "force_back_in.extend([\n", + " 'arable land',\n", + " 'biochar',\n", + " 'flood plain',\n", + " 'forest ecosystem',\n", + " 'meadow ecosystem',\n", + " 'mine drainage',\n", + " 'oil spill',\n", + " 'pasture',\n", + " 'permafrost',\n", + " 'ranch',\n", + " 'thermokarst',\n", + " 'wetland ecosystem', \n", + "])\n", + "\n", + "# from gold terms soil exploration" + ], + "id": "101ce9770c85fab4", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.215443Z", + "start_time": "2024-11-05T02:02:02.212218Z" + } + }, + "cell_type": "code", + "source": [ + "force_out = [\n", + " 'cut',\n", + " 'field',\n", + " 'flattened elevation',\n", + " 'market',\n", + " 'mount',\n", + " 'peak',\n", + " 'trough',\n", + " 'yard',\n", + "]\n", + "\n", + "# due to 3+ down votes" + ], + "id": "1a7e79eab8215a9c", + "outputs": [], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.264152Z", + "start_time": "2024-11-05T02:02:02.258814Z" + } + }, + "cell_type": "code", + "source": [ + "force_out.extend([\n", + " 'airport',\n", + " 'bike path',\n", + " 'biota',\n", + " 'bowling alley',\n", + " 'clinic',\n", + " 'fairground',\n", + " 'fish hatchery',\n", + " 'footbridge',\n", + " 'fossil worm burrow',\n", + " 'galaxy',\n", + " 'globular star cluster',\n", + " 'handrail',\n", + " 'hangar',\n", + " 'human nursery',\n", + " 'limestone pavement',\n", + " 'manufactured plastisphere',\n", + " 'military training area',\n", + " 'nebula',\n", + " 'patio',\n", + " 'paved parking lot',\n", + " 'petting zoo',\n", + " 'place of worship',\n", + " 'plastisphere',\n", + " 'poultry hatchery',\n", + " 'processing line',\n", + " 'protoplanetary disk',\n", + " 'railway',\n", + " 'shipwreck',\n", + " 'technosphere',\n", + " 'unexploded-ordnance dump',\n", + " 'young plant',\n", + "\n", + "])\n", + "\n", + "# MAM judgement" + ], + "id": "95875c9016c5b9a9", + "outputs": [], + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.309883Z", + "start_time": "2024-11-05T02:02:02.307062Z" + } + }, + "cell_type": "code", + "source": "# model_with_local_scale_file = \"post_google_sheets_soil_env_medium_relations_no_subclasses_useful_classes_curated.tsv\"", + "id": "ba10b9b104295ac9", + "outputs": [], + "execution_count": 14 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.356331Z", + "start_time": "2024-11-05T02:02:02.353326Z" + } + }, + "cell_type": "code", + "source": "output_file = \"post_google_sheets_soil_env_local_scale.tsv\"", + "id": "1d2b4fc51e047786", + "outputs": [], + "execution_count": 15 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:02.429171Z", + "start_time": "2024-11-05T02:02:02.400035Z" } }, "cell_type": "code", "source": "adapter = get_adapter(adapter_string)", "id": "7709e378f4d117eb", "outputs": [], - "execution_count": 8 + "execution_count": 16 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.580062Z", - "start_time": "2024-10-31T19:26:06.577156Z" + "end_time": "2024-11-05T02:02:02.449814Z", + "start_time": "2024-11-05T02:02:02.446972Z" } }, "cell_type": "code", "source": "targets = set()", "id": "1bbc3b1ad9958a37", "outputs": [], - "execution_count": 9 + "execution_count": 17 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:06.846400Z", - "start_time": "2024-10-31T19:26:06.623266Z" + "end_time": "2024-11-05T02:02:02.727384Z", + "start_time": "2024-11-05T02:02:02.493820Z" } }, "cell_type": "code", @@ -217,7 +500,7 @@ " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", " for d in descendant:\n", " targets.add(d)\n", - " \n", + "\n", "print(len(targets))" ], "id": "5315b4280bb53a5c", @@ -230,13 +513,13 @@ ] } ], - "execution_count": 10 + "execution_count": 18 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:08.380683Z", - "start_time": "2024-10-31T19:26:06.857589Z" + "end_time": "2024-11-05T02:02:04.284409Z", + "start_time": "2024-11-05T02:02:02.742281Z" } }, "cell_type": "code", @@ -249,13 +532,13 @@ ], "id": "81f451e5546cbeb2", "outputs": [], - "execution_count": 11 + "execution_count": 19 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:11.034404Z", - "start_time": "2024-10-31T19:26:08.390616Z" + "end_time": "2024-11-05T02:02:07.149241Z", + "start_time": "2024-11-05T02:02:04.295653Z" } }, "cell_type": "code", @@ -292,6 +575,21 @@ " depletion_log.append(depletion_line)\n", " targets.remove(d)\n", "\n", + "# for current_label in keep_base_only:\n", + "targets_dupe = targets.copy()\n", + "for t in targets_dupe:\n", + " label = adapter.label(t)\n", + " label_words = label.split(\" \")\n", + " for kbo in keep_base_only:\n", + " if kbo in label_words and len(label_words) > 1:\n", + " depletion_line = {\n", + " \"removed\": label,\n", + " \"reason\": f\"{t}'s label {label} contains but is not limited to {kbo}\"\n", + " }\n", + " depletion_log.append(depletion_line)\n", + " if t in targets:\n", + " targets.remove(t)\n", + "\n", "print(len(targets))" ], "id": "77c441ce49ee868", @@ -300,38 +598,38 @@ "name": "stdout", "output_type": "stream", "text": [ - "759\n" + "553\n" ] } ], - "execution_count": 12 + "execution_count": 20 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:11.058560Z", - "start_time": "2024-10-31T19:26:11.044029Z" + "end_time": "2024-11-05T02:02:07.162862Z", + "start_time": "2024-11-05T02:02:07.160273Z" } }, "cell_type": "code", "source": [ - "# write the lines in log to a TSV file \"sels_depletion.tsv\"\" with csv's dictwriter\n", - "#\n", - "with open(\"sels_depletion.tsv\", \"w\") as f:\n", - " writer = csv.DictWriter(f, fieldnames=[\"removed\", \"reason\"])\n", - " writer.writeheader()\n", - " for line in depletion_log:\n", - " writer.writerow(line)\n" + "# # write the lines in log to a TSV file \"sels_depletion.tsv\"\" with csv's dictwriter\n", + "# #\n", + "# with open(\"sels_depletion.tsv\", \"w\") as f:\n", + "# writer = csv.DictWriter(f, fieldnames=[\"removed\", \"reason\"])\n", + "# writer.writeheader()\n", + "# for line in depletion_log:\n", + "# writer.writerow(line)\n" ], "id": "62b7006a08a898a8", "outputs": [], - "execution_count": 13 + "execution_count": 21 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:11.140503Z", - "start_time": "2024-10-31T19:26:11.136181Z" + "end_time": "2024-11-05T02:02:07.204727Z", + "start_time": "2024-11-05T02:02:07.200625Z" } }, "cell_type": "code", @@ -339,7 +637,7 @@ "# remove curies from the targets if their prefix, when splitting on colon, isn't in the acceptable prefixes\n", "for t in list(targets):\n", " if t.split(\":\")[0] not in acceptable_prefixes:\n", - " targets.remove(t) \n", + " targets.remove(t)\n", "print(len(targets))" ], "id": "c78340f4c8cfb9c3", @@ -348,17 +646,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "475\n" + "270\n" ] } ], - "execution_count": 15 + "execution_count": 22 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:13.811165Z", - "start_time": "2024-10-31T19:26:11.186812Z" + "end_time": "2024-11-05T02:02:08.868537Z", + "start_time": "2024-11-05T02:02:07.253491Z" } }, "cell_type": "code", @@ -377,52 +675,123 @@ "name": "stdout", "output_type": "stream", "text": [ - "386\n" + "208\n" ] } ], - "execution_count": 16 + "execution_count": 23 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:26:13.984450Z", - "start_time": "2024-10-31T19:26:13.856445Z" + "end_time": "2024-11-05T02:02:09.109428Z", + "start_time": "2024-11-05T02:02:08.881595Z" } }, "cell_type": "code", "source": [ - "# write the remaining targets and their labels to a tsv file \n", - "#\n", - "with open(\"sels_targets_remaining.tsv\", \"w\") as f:\n", - " for t in targets:\n", - " f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" + "for fbi in force_back_in: \n", + " # add tracking of fbis that don't map to any terms, fbis that already are in targets...\n", + " fbi_count = 0\n", + " for class_id in adapter.basic_search(fbi):\n", + " fbi_count += 1\n", + " if class_id not in targets:\n", + " targets.add(class_id)\n", + " else:\n", + " print(f\"{fbi} already in targets\")\n", + " if fbi_count == 0:\n", + " print(f\"Can't find {fbi} in adapter\")" ], - "id": "513fe6152f972275", + "id": "d0e98fd90746b5be", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dune already in targets\n", + "garden already in targets\n", + "mountain already in targets\n", + "peatland already in targets\n", + "meadow ecosystem already in targets\n", + "pasture already in targets\n" + ] + } + ], + "execution_count": 24 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:09.321939Z", + "start_time": "2024-11-05T02:02:09.122242Z" + } + }, + "cell_type": "code", + "source": [ + "for fo in force_out:\n", + " for class_id in adapter.basic_search(fo):\n", + " if class_id in targets:\n", + " targets.remove(class_id)\n", + " else:\n", + " print(f\"{fo} not in targets\")\n", + " \n", + "# these won't show up in the previously closed sels_depletion.tsv" + ], + "id": "9c2be4ce4f8521a0", "outputs": [], - "execution_count": 17 + "execution_count": 25 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T19:37:52.612246Z", - "start_time": "2024-10-31T19:37:52.448366Z" + "end_time": "2024-11-05T02:02:09.400796Z", + "start_time": "2024-11-05T02:02:09.332662Z" } }, "cell_type": "code", "source": [ - "# labelled_targets = []\n", - "# for t in targets:\n", - "# labelled_targets.append(\n", - "# {\n", - "# \"id\": t,\n", - "# \"label\": adapter.label(t)\n", - "# }\n", - "# )" + "labelled_targets = []\n", + "for t in targets:\n", + " labelled_targets.append(\n", + " {\n", + " \"id\": t,\n", + " \"label\": adapter.label(t)\n", + " }\n", + " )" ], - "id": "7ed61cab5db223d9", + "id": "67e8e7d3100e7c36", "outputs": [], - "execution_count": 21 + "execution_count": 26 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:09.418094Z", + "start_time": "2024-11-05T02:02:09.412157Z" + } + }, + "cell_type": "code", + "source": [ + "export_frame = pd.DataFrame(labelled_targets)\n", + "\n", + "export_frame.to_csv(output_file, sep=\"\\t\", index=False)" + ], + "id": "2c72d0bcd67213c2", + "outputs": [], + "execution_count": 27 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T02:02:09.439026Z", + "start_time": "2024-11-05T02:02:09.436868Z" + } + }, + "cell_type": "code", + "source": "", + "id": "25e24ebecb5efdf1", + "outputs": [], + "execution_count": null } ], "metadata": { diff --git a/notebooks/post_google_sheets_soil_env_local_scale.tsv b/notebooks/post_google_sheets_soil_env_local_scale.tsv new file mode 100644 index 00000000..34678b08 --- /dev/null +++ b/notebooks/post_google_sheets_soil_env_local_scale.tsv @@ -0,0 +1,206 @@ +id label +ENVO:00000418 ria +ENVO:00000563 pier +ENVO:00000284 quarry +ENVO:00000535 weir +ENVO:00000181 nunatak +ENVO:00000419 stack +ENVO:01000443 salt mass +ENVO:00000182 plateau +ENVO:01000468 fence +ENVO:00000289 horst +ENVO:00000022 river +ENVO:03501248 overpass +ENVO:03600033 residential backyard +ENVO:00009726 strand crack +ENVO:00000134 permafrost +ENVO:00000109 woodland area +ENVO:2000007 biochar +ENVO:01000670 vein +ENVO:03600066 halite +ENVO:00000291 drainage basin +ENVO:00000413 pingo +ENVO:01001489 spur +ENVO:00002199 sandy beach +ENVO:01000302 outcrop +ENVO:00000421 wave-cut platform +ENVO:00000516 hummock +ENVO:00000195 sinkhole +ENVO:01001207 ranch +ENVO:01001524 frozen land +ENVO:03000132 firebreak +ENVO:00000258 alluvial plain +ENVO:00000551 endorheic basin +ENVO:03600068 ice wedge +ENVO:00000158 causeway +ENVO:00000562 park +ENVO:00000520 landslide +ENVO:00000463 harbour +ENVO:00000508 terrace +ENVO:00000256 floodway +ENVO:01001357 desert +ENVO:00000312 sandur +ENVO:00000114 agricultural field +ENVO:00000216 fumarole +ENVO:01000526 sedimentary intrusion +ENVO:01000429 burrow +ENVO:01000498 pole +ENVO:00000111 forested area +ENVO:01000820 pedosphere +ENVO:00000068 tunnel +ENVO:00000276 drumlin +ENVO:00000260 prairie +ENVO:00000075 bridge +ENVO:00000106 grassland area +ENVO:01001209 wetland ecosystem +ENVO:00000179 mesa +ENVO:00000262 steppe +ENVO:00000039 fjord +ENVO:00000170 dune +ENVO:00000481 pinnacle +ENVO:00000567 calanque +ENVO:00000096 caldera +ENVO:00000438 alas +ENVO:00000461 pseudocrater +ENVO:01000518 diapir +ENVO:00000081 mountain +ENVO:01000446 ravine +ENVO:00000304 shore +ENVO:00000313 blowout +ENVO:00000404 stratovolcano +ENVO:00000290 graben +ENVO:01001538 frost-formed hummock +ENVO:00000545 shingle beach +ENVO:00000444 woodland clearing +ENVO:00000177 moraine +ENVO:00000169 canyon +ENVO:00010442 midden +ENVO:00000357 lock +ENVO:00005801 rhizosphere +ENVO:00000460 penplain +ENVO:00000133 glacier +ENVO:00000282 esker +ENVO:01000659 igneous intrusion +ENVO:00000286 polder +ENVO:00000277 dry lake +ENVO:00002061 oil spill +ENVO:00002226 borehole +ENVO:00000266 pasture +ENVO:00000180 mound +ENVO:00000529 beach ridge +ENVO:03000143 cryosphere +ENVO:00000233 swamp ecosystem +ENVO:01000732 clastic dike +ENVO:00000530 apron +ENVO:00000031 wadi +ENVO:01001243 forest ecosystem +ENVO:01000294 crevice +ENVO:00000410 kipuka +ENVO:01000275 structural basin +ENVO:00000311 kettle +ENVO:00000083 hill +ENVO:01000674 microfracture +ENVO:00000217 solfatara +ENVO:00000417 machair +ENVO:00000067 cave +ENVO:01000466 boundary wall +ENVO:01000632 chonolith +ENVO:01001177 arable land +ENVO:00000044 peatland +ENVO:00001996 mine drainage +ENVO:00000536 moatan +ENVO:01000673 shear fracture +ENVO:00000441 terracette +ENVO:00000122 track +ENVO:00000434 outwash fan +ENVO:00000370 tuya +ENVO:00000527 interfluve +ENVO:01000278 pingo scar +ENVO:00000100 valley +ENVO:00000023 stream +ENVO:03600087 greenhouse +ENVO:00000174 isthmus +ENVO:00000543 swale +ENVO:00000381 massif +ENVO:00000255 flood plain +ENVO:01000333 hillside +ENVO:01000521 batholith +ENVO:01000735 lopolith +ENVO:01000733 stock +ENVO:01001665 soil cryoturbate +ENVO:00000411 ford +ENVO:02000141 refinery +ENVO:00000325 polje +ENVO:00002000 slope +ENVO:03000085 thermokarst +ENVO:00000521 rockfall +ENVO:00000332 doline +ENVO:00000035 marsh +ENVO:04000009 active permafrost layer +ENVO:00000320 crevasse +ENVO:00000033 pond +ENVO:03000117 channel +ENVO:00000280 escarpment +ENVO:01000734 laccolith +ENVO:00000077 agricultural ecosystem +ENVO:01001490 intrusion +ENVO:00000433 kame terrace +ENVO:00000533 landfill +ENVO:01000447 roadside +ENVO:00000027 spring +ENVO:03501245 drawbridge +ENVO:00000542 kame +ENVO:01001871 pit +ENVO:01000413 old plant +ENVO:03600083 mofetta +ENVO:03501239 riverfront +ENVO:03500001 playground +ENVO:01000863 overflow structure +ENVO:00000175 karst +ENVO:01001873 hatchery +ENVO:01000649 trench +ENVO:01000935 campground +ENVO:00000432 monadnock +ENVO:00000076 mine +ENVO:00000292 watershed +ENVO:00000108 meadow ecosystem +ENVO:00000011 garden +ENVO:00000026 well +ENVO:00000265 guyot +ENVO:00000087 cliff +ENVO:01001568 frost heave +ENVO:01000671 dike +ENVO:00000232 fen +ENVO:00000514 crater +ENVO:00000261 savanna +ENVO:00000046 hedge +ENVO:00000283 ridge +ENVO:01001151 proplyd +ENVO:01001280 driveway +ENVO:03600063 tube well +ENVO:00010358 fomite +ENVO:01000505 salt dome +ENVO:00000429 arete +ENVO:03600062 fountain +ENVO:00000439 dell +ENVO:01000736 phacolith +ENVO:00000496 rill +ENVO:03501309 booth +ENVO:00000293 continental divide +ENVO:00000247 volcano +ENVO:00000091 beach +ENVO:01000450 salt glacier +ENVO:00000524 abandoned watercourse +ENVO:00000064 road +ENVO:01000737 sill +ENVO:00000155 cirque +ENVO:00000074 dam +ENVO:00000245 maar +ENVO:00000314 alluvial fan +ENVO:01001279 sidewalk +ENVO:00000086 plain +ENVO:00000127 badland +ENVO:03501238 hillock +ENVO:00000287 butte +ENVO:01001870 gas well +ENVO:01000731 igneous extrusion diff --git a/notebooks/post_google_sheets_soil_env_medium.ipynb b/notebooks/post_google_sheets_soil_env_medium.ipynb index 4450d739..4f8cf540 100644 --- a/notebooks/post_google_sheets_soil_env_medium.ipynb +++ b/notebooks/post_google_sheets_soil_env_medium.ipynb @@ -6,27 +6,16 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-10-31T20:54:05.126293Z", - "start_time": "2024-10-31T20:54:01.860406Z" + "end_time": "2024-11-05T02:02:55.371956Z", + "start_time": "2024-11-05T02:02:52.658158Z" } }, "source": [ - "from itertools import chain\n", - "\n", "from oaklib import get_adapter\n", "from oaklib.datamodels.vocabulary import IS_A\n", + "import csv # don't really need csv if we are importing pandas\n", "\n", - "from itertools import chain\n", - "\n", - "import textdistance\n", - "\n", - "import pprint\n", - "\n", - "import matplotlib.pyplot as plt\n", - "\n", - "import textwrap\n", - "import random\n", - "import csv" + "import pandas as pd " ], "outputs": [], "execution_count": 1 @@ -34,8 +23,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:05.969560Z", - "start_time": "2024-10-31T20:54:05.960531Z" + "end_time": "2024-11-05T02:02:55.380063Z", + "start_time": "2024-11-05T02:02:55.376775Z" } }, "cell_type": "code", @@ -47,8 +36,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:06.418762Z", - "start_time": "2024-10-31T20:54:06.415276Z" + "end_time": "2024-11-05T02:02:55.449896Z", + "start_time": "2024-11-05T02:02:55.447093Z" } }, "cell_type": "code", @@ -60,8 +49,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:06.878366Z", - "start_time": "2024-10-31T20:54:06.875281Z" + "end_time": "2024-11-05T02:02:55.492930Z", + "start_time": "2024-11-05T02:02:55.490034Z" } }, "cell_type": "code", @@ -73,225 +62,187 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:07.379653Z", - "start_time": "2024-10-31T20:54:07.349049Z" + "end_time": "2024-11-05T02:02:55.539437Z", + "start_time": "2024-11-05T02:02:55.536370Z" } }, "cell_type": "code", - "source": "adapter = get_adapter(adapter_string)", - "id": "7709e378f4d117eb", + "source": "output_file = \"post_google_sheets_soil_env_medium.tsv\"", + "id": "4737c7dfdaa5400e", "outputs": [], "execution_count": 5 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:07.788228Z", - "start_time": "2024-10-31T20:54:07.779695Z" + "end_time": "2024-11-05T02:02:55.586905Z", + "start_time": "2024-11-05T02:02:55.583456Z" } }, "cell_type": "code", - "source": "targets = set()", - "id": "1bbc3b1ad9958a37", + "source": "excludable_soils_filename = \"discover_excludable_soils.tsv\"", + "id": "77be6f0893e612eb", "outputs": [], "execution_count": 6 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:08.373993Z", - "start_time": "2024-10-31T20:54:08.284018Z" + "end_time": "2024-11-05T02:02:55.638120Z", + "start_time": "2024-11-05T02:02:55.630798Z" } }, "cell_type": "code", - "source": [ - "# accumulate subclasses of the target classes (by label)\n", - "# \n", - "for current_label in target_labels:\n", - " # print(tc)\n", - " for class_id in adapter.basic_search(current_label):\n", - " # print(class_id)\n", - " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", - " for d in descendant:\n", - " targets.add(d)\n", - " \n", - "print(len(targets))" - ], - "id": "5315b4280bb53a5c", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "130\n" - ] - } - ], + "source": "excludable_soils_frame = pd.read_csv(excludable_soils_filename, sep=\"\\t\")", + "id": "e5ae95cb54367e20", + "outputs": [], "execution_count": 7 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:09.307777Z", - "start_time": "2024-10-31T20:54:09.239210Z" + "end_time": "2024-11-05T02:02:55.684690Z", + "start_time": "2024-11-05T02:02:55.677544Z" } }, "cell_type": "code", "source": [ - "# deplete subclasses of the exclusion classes (by label)\n", - "# \n", - "for current_label in exclusion_labels:\n", - " for class_id in adapter.basic_search(current_label):\n", - " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", - " for d in descendant:\n", - " targets.remove(d)\n", - "\n", - "print(len(targets))" - ], - "id": "77c441ce49ee868", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "97\n" - ] - } + "reasonable_frame = excludable_soils_frame[excludable_soils_frame['relation_is_reasonable']]\n", + "# filter out rows with null/NA values\n", + "reasonable_frame = reasonable_frame.dropna()" ], + "id": "536b8ecb525febe9", + "outputs": [], "execution_count": 8 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:10.238542Z", - "start_time": "2024-10-31T20:54:10.228794Z" + "end_time": "2024-11-05T02:02:55.731929Z", + "start_time": "2024-11-05T02:02:55.728362Z" } }, "cell_type": "code", - "source": "up_rels = adapter.relationships(targets)\n", - "id": "d6886bd5ccdf25ec", + "source": "soil_env_local_scale_filename = \"post_google_sheets_soil_env_local_scale.tsv\"", + "id": "8a0972d756eb0bbf", "outputs": [], "execution_count": 9 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:11.007089Z", - "start_time": "2024-10-31T20:54:11.003609Z" + "end_time": "2024-11-05T02:02:55.780742Z", + "start_time": "2024-11-05T02:02:55.775275Z" } }, "cell_type": "code", - "source": "down_rels = adapter.relationships(objects = targets)\n", - "id": "364ecdf85afcf115", + "source": "soil_env_local_scale_frame = pd.read_csv(soil_env_local_scale_filename, sep=\"\\t\")", + "id": "89dbf4c1953b5b92", "outputs": [], "execution_count": 10 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:11.801953Z", - "start_time": "2024-10-31T20:54:11.798790Z" + "end_time": "2024-11-05T02:02:55.828339Z", + "start_time": "2024-11-05T02:02:55.823231Z" } }, "cell_type": "code", - "source": "rels_gen = chain(up_rels, down_rels)", - "id": "6114f205e09ab4f7", + "source": [ + "soils_with_final_local_constraints = reasonable_frame[\n", + " reasonable_frame['sole_reasonable_other'].isin(soil_env_local_scale_frame['label'])\n", + "]" + ], + "id": "7e728b28efcebb4c", "outputs": [], "execution_count": 11 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:12.373069Z", - "start_time": "2024-10-31T20:54:12.369582Z" + "end_time": "2024-11-05T02:02:55.874748Z", + "start_time": "2024-11-05T02:02:55.870943Z" } }, "cell_type": "code", - "source": "rels_list = []", - "id": "61e479014ac86dda", + "source": "soils_reiterating_broad_or_local = set(soils_with_final_local_constraints['sole_soil'].unique())\n", + "id": "bff5dcb1cee90fb", "outputs": [], "execution_count": 12 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:13.476430Z", - "start_time": "2024-10-31T20:54:13.471068Z" + "end_time": "2024-11-05T02:02:55.950307Z", + "start_time": "2024-11-05T02:02:55.918722Z" } }, "cell_type": "code", - "source": "preds_count = {}", - "id": "5a66c93cbae57597", + "source": "adapter = get_adapter(adapter_string)", + "id": "7709e378f4d117eb", "outputs": [], "execution_count": 13 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:16.497898Z", - "start_time": "2024-10-31T20:54:14.399692Z" + "end_time": "2024-11-05T02:02:55.976065Z", + "start_time": "2024-11-05T02:02:55.973447Z" } }, "cell_type": "code", - "source": [ - "for rel in rels_gen:\n", - " s, p, o = rel\n", - " inner_dict = {\n", - " \"s\": s,\n", - " \"slab\": adapter.label(s),\n", - " \"p\": p,\n", - " \"plab\": adapter.label(p),\n", - " \"p_lab_or_id\": adapter.label(p) if adapter.label(p) is not None else p,\n", - " \"o\": o,\n", - " \"olab\": adapter.label(o),\n", - " \"slab_olab_cosine\": textdistance.cosine(adapter.label(s), adapter.label(o))\n", - " }\n", - "\n", - " if inner_dict['p_lab_or_id'] in preds_count:\n", - " preds_count[inner_dict['p_lab_or_id']] += 1\n", - " else:\n", - " preds_count[inner_dict['p_lab_or_id']] = 1\n", - "\n", - " rels_list.append(inner_dict)\n" - ], - "id": "d36f5615885f0afb", + "source": "targets = set()", + "id": "1bbc3b1ad9958a37", "outputs": [], "execution_count": 14 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:17.314606Z", - "start_time": "2024-10-31T20:54:17.302610Z" + "end_time": "2024-11-05T02:02:56.130636Z", + "start_time": "2024-11-05T02:02:56.014255Z" } }, "cell_type": "code", - "source": "pprint.pprint(dict(sorted(preds_count.items())))", - "id": "703aa041cbd9e9fe", + "source": [ + "# accumulate subclasses of the target classes (by label)\n", + "# \n", + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " if adapter.label(d) not in soils_reiterating_broad_or_local:\n", + " targets.add(d)\n", + " else:\n", + " print(f\"Skipping {d} {adapter.label(d)} because its differentia can be expressed in terms of the braod or local scale\")\n", + " \n", + "print(len(targets))" + ], + "id": "6ecbf0cd88edec66", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "{'adjacent to': 2,\n", - " 'characteristic of': 12,\n", - " 'composed primarily of': 8,\n", - " 'derives from': 2,\n", - " 'determined by': 1,\n", - " 'formed as result of': 2,\n", - " 'has characteristic': 1,\n", - " 'has disposition': 1,\n", - " 'has increased levels of': 1,\n", - " 'has output': 1,\n", - " 'has part': 10,\n", - " 'has participant': 3,\n", - " 'has quality': 7,\n", - " 'located in': 9,\n", - " 'occurs in': 4,\n", - " 'output of': 3,\n", - " 'part of': 18,\n", - " 'partially_surrounded_by': 1,\n", - " 'rdfs:subClassOf': 212}\n" + "Skipping ENVO:00005743 roadside soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00002263 garden soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005758 alluvial swamp soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005773 pasture soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00002260 dune soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005746 savanna soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005774 peat soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00002259 agricultural soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005755 field soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005764 pond soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005777 steppe soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005769 mountain forest soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005761 meadow soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00002871 alluvial soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:01001526 frozen soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00002261 forest soil because its differentia can be expressed in terms of the braod or local scale\n", + "Skipping ENVO:00005750 grassland soil because its differentia can be expressed in terms of the braod or local scale\n", + "113\n" ] } ], @@ -300,41 +251,29 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:18.336975Z", - "start_time": "2024-10-31T20:54:18.322377Z" + "end_time": "2024-11-05T02:02:56.195233Z", + "start_time": "2024-11-05T02:02:56.156325Z" } }, "cell_type": "code", "source": [ - "sorted_by_count = sorted(preds_count.items(), key=lambda item: (-item[1], item[0]))\n", + "# deplete subclasses of the exclusion classes (by label)\n", + "# \n", + "for current_label in exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.remove(d)\n", "\n", - "pprint.pprint(sorted_by_count)\n" + "print(len(targets))" ], - "id": "dcf49dd13e7916d9", + "id": "77c441ce49ee868", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[('rdfs:subClassOf', 212),\n", - " ('part of', 18),\n", - " ('characteristic of', 12),\n", - " ('has part', 10),\n", - " ('located in', 9),\n", - " ('composed primarily of', 8),\n", - " ('has quality', 7),\n", - " ('occurs in', 4),\n", - " ('has participant', 3),\n", - " ('output of', 3),\n", - " ('adjacent to', 2),\n", - " ('derives from', 2),\n", - " ('formed as result of', 2),\n", - " ('determined by', 1),\n", - " ('has characteristic', 1),\n", - " ('has disposition', 1),\n", - " ('has increased levels of', 1),\n", - " ('has output', 1),\n", - " ('partially_surrounded_by', 1)]\n" + "80\n" ] } ], @@ -343,691 +282,39 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:19.426386Z", - "start_time": "2024-10-31T20:54:19.417094Z" - } - }, - "cell_type": "code", - "source": "# pprint.pprint(rels_list)", - "id": "184f0c7fb5223b3f", - "outputs": [], - "execution_count": 17 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T20:54:20.370883Z", - "start_time": "2024-10-31T20:54:20.055022Z" + "end_time": "2024-11-05T02:02:56.254162Z", + "start_time": "2024-11-05T02:02:56.220465Z" } }, "cell_type": "code", "source": [ - "mat_ent_curie = next(adapter.basic_search(\"material entity\"))\n", - "mat_ents = set(adapter.descendants(mat_ent_curie, predicates=[IS_A])) \n", - "print(len(mat_ents))\n", + "labelled_targets = []\n", + "for t in targets:\n", + " labelled_targets.append(\n", + " {\n", + " \"id\": t,\n", + " \"label\": adapter.label(t)\n", + " }\n", + " )\n", "\n", - "env_mat_curie = next(adapter.basic_search(\"environmental material\"))\n", - "env_mats = set(adapter.descendants(env_mat_curie, predicates=[IS_A])) \n", - "print(len(env_mats))\n", - "\n", - "env_sys_curie = next(adapter.basic_search(\"environmental system\"))\n", - "env_sys_s = set(adapter.descendants(env_sys_curie, predicates=[IS_A])) \n", - "print(len(env_sys_s))\n", - "\n", - "els_like = ((mat_ents - env_mats ) - env_sys_s).union(targets)\n", - "print(len(els_like))\n" - ], - "id": "6a280644710cbd2", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5132\n", - "1100\n", - "402\n", - "3727\n" - ] - } - ], - "execution_count": 18 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T20:54:21.211825Z", - "start_time": "2024-10-31T20:54:21.179569Z" - } - }, - "cell_type": "code", - "source": [ + "export_frame = pd.DataFrame(labelled_targets)\n", "\n", - "# Filter out items where 'p_lab_or_id' is 'rdfs:subClassOf'\n", - "relations_no_subclasses = [item for item in rels_list if item['p_lab_or_id'] != 'rdfs:subClassOf']\n", - "relations_no_subclasses_useful_classes = []\n", - "for i in relations_no_subclasses:\n", - " if i['o'] in els_like and i['s'] in els_like:\n", - " relations_no_subclasses_useful_classes.append(i)\n", - " else:\n", - " pprint.pprint(i)\n" + "export_frame.to_csv(output_file, sep=\"\\t\", index=False)\n" ], - "id": "afa9937348fb2857", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'o': 'ENVO:00002982',\n", - " 'olab': 'clay',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:00001998',\n", - " 'slab': 'soil',\n", - " 'slab_olab_cosine': 0.25}\n", - "{'o': 'ENVO:01000016',\n", - " 'olab': 'silt',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:00001998',\n", - " 'slab': 'soil',\n", - " 'slab_olab_cosine': 0.75}\n", - "{'o': 'ENVO:01000017',\n", - " 'olab': 'sand',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:00001998',\n", - " 'slab': 'soil',\n", - " 'slab_olab_cosine': 0.25}\n", - "{'o': 'ENVO:01000155',\n", - " 'olab': 'organic material',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:00001998',\n", - " 'slab': 'soil',\n", - " 'slab_olab_cosine': 0.375}\n", - "{'o': 'ENVO:01000256',\n", - " 'olab': 'mineral material',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:00001998',\n", - " 'slab': 'soil',\n", - " 'slab_olab_cosine': 0.25}\n", - "{'o': 'PATO:0000984',\n", - " 'olab': 'porous',\n", - " 'p': 'RO:0000086',\n", - " 'p_lab_or_id': 'has quality',\n", - " 'plab': 'has quality',\n", - " 's': 'ENVO:00001998',\n", - " 'slab': 'soil',\n", - " 'slab_olab_cosine': 0.4082482904638631}\n", - "{'o': 'ENVO:06105304',\n", - " 'olab': 'water-holding capacity of soil',\n", - " 'p': 'RO:0000091',\n", - " 'p_lab_or_id': 'has disposition',\n", - " 'plab': 'has disposition',\n", - " 's': 'ENVO:00001998',\n", - " 'slab': 'soil',\n", - " 'slab_olab_cosine': 0.3651483716701107}\n", - "{'o': 'ENVO:01000952',\n", - " 'olab': 'anthropisation',\n", - " 'p': 'RO:0002353',\n", - " 'p_lab_or_id': 'output of',\n", - " 'plab': 'output of',\n", - " 's': 'ENVO:00002230',\n", - " 'slab': 'anthrosol',\n", - " 'slab_olab_cosine': 0.7126966450997984}\n", - "{'o': 'ENVO:00000134',\n", - " 'olab': 'permafrost',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:00002236',\n", - " 'slab': 'cryosol',\n", - " 'slab_olab_cosine': 0.35856858280031806}\n", - "{'o': 'ENVO:06105271',\n", - " 'olab': 'soil texture',\n", - " 'p': 'RO:0000053',\n", - " 'p_lab_or_id': 'has characteristic',\n", - " 'plab': 'has characteristic',\n", - " 's': 'ENVO:00002258',\n", - " 'slab': 'loam',\n", - " 'slab_olab_cosine': 0.2886751345948129}\n", - "{'o': 'ENVO:00000077',\n", - " 'olab': 'agricultural ecosystem',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:00002259',\n", - " 'slab': 'agricultural soil',\n", - " 'slab_olab_cosine': 0.7756315349925288}\n", - "{'o': 'ENVO:00002982',\n", - " 'olab': 'clay',\n", - " 'p': 'RO:0002473',\n", - " 'p_lab_or_id': 'composed primarily of',\n", - " 'plab': 'composed primarily of',\n", - " 's': 'ENVO:00002262',\n", - " 'slab': 'clay soil',\n", - " 'slab_olab_cosine': 0.6666666666666666}\n", - "{'o': 'ENVO:01001346',\n", - " 'olab': 'erosion',\n", - " 'p': 'RO:0002353',\n", - " 'p_lab_or_id': 'output of',\n", - " 'plab': 'output of',\n", - " 's': 'ENVO:00002871',\n", - " 'slab': 'alluvial soil',\n", - " 'slab_olab_cosine': 0.3144854510165755}\n", - "{'o': 'ENVO:01000982',\n", - " 'olab': 'water flow process',\n", - " 'p': 'RO:0002354',\n", - " 'p_lab_or_id': 'formed as result of',\n", - " 'plab': 'formed as result of',\n", - " 's': 'ENVO:00002871',\n", - " 'slab': 'alluvial soil',\n", - " 'slab_olab_cosine': 0.3268602252303067}\n", - "{'o': 'ENVO:01001346',\n", - " 'olab': 'erosion',\n", - " 'p': 'RO:0002354',\n", - " 'p_lab_or_id': 'formed as result of',\n", - " 'plab': 'formed as result of',\n", - " 's': 'ENVO:00002871',\n", - " 'slab': 'alluvial soil',\n", - " 'slab_olab_cosine': 0.3144854510165755}\n", - "{'o': 'ENVO:00002170',\n", - " 'olab': 'compost',\n", - " 'p': 'RO:0001000',\n", - " 'p_lab_or_id': 'derives from',\n", - " 'plab': 'derives from',\n", - " 's': 'ENVO:00005747',\n", - " 'slab': 'compost soil',\n", - " 'slab_olab_cosine': 0.7637626158259734}\n", - "{'o': 'PATO:0001824',\n", - " 'olab': 'dry',\n", - " 'p': 'RO:0000086',\n", - " 'p_lab_or_id': 'has quality',\n", - " 'plab': 'has quality',\n", - " 's': 'ENVO:00005748',\n", - " 'slab': 'dry soil',\n", - " 'slab_olab_cosine': 0.6123724356957946}\n", - "{'o': 'ENVO:00000233',\n", - " 'olab': 'swamp ecosystem',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:00005758',\n", - " 'slab': 'alluvial swamp soil',\n", - " 'slab_olab_cosine': 0.47387910220727386}\n", - "{'o': 'ENVO:01000839',\n", - " 'olab': 'combustion process',\n", - " 'p': 'RO:0002353',\n", - " 'p_lab_or_id': 'output of',\n", - " 'plab': 'output of',\n", - " 's': 'ENVO:00005760',\n", - " 'slab': 'burned soil',\n", - " 'slab_olab_cosine': 0.6396021490668313}\n", - "{'o': 'ENVO:00000108',\n", - " 'olab': 'meadow ecosystem',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:00005761',\n", - " 'slab': 'meadow soil',\n", - " 'slab_olab_cosine': 0.6784005252999682}\n", - "{'o': 'ENVO:01000001',\n", - " 'olab': 'mud',\n", - " 'p': 'RO:0002473',\n", - " 'p_lab_or_id': 'composed primarily of',\n", - " 'plab': 'composed primarily of',\n", - " 's': 'ENVO:00005771',\n", - " 'slab': 'muddy soil',\n", - " 'slab_olab_cosine': 0.5477225575051661}\n", - "{'o': 'ENVO:00000115',\n", - " 'olab': 'orchard',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:00005772',\n", - " 'slab': 'orchard soil',\n", - " 'slab_olab_cosine': 0.7637626158259734}\n", - "{'o': 'ENVO:00000115',\n", - " 'olab': 'orchard',\n", - " 'p': 'RO:0001025',\n", - " 'p_lab_or_id': 'located in',\n", - " 'plab': 'located in',\n", - " 's': 'ENVO:00005772',\n", - " 'slab': 'orchard soil',\n", - " 'slab_olab_cosine': 0.7637626158259734}\n", - "{'o': 'ENVO:00000266',\n", - " 'olab': 'pasture',\n", - " 'p': 'RO:0001025',\n", - " 'p_lab_or_id': 'located in',\n", - " 'plab': 'located in',\n", - " 's': 'ENVO:00005773',\n", - " 'slab': 'pasture soil',\n", - " 'slab_olab_cosine': 0.7637626158259734}\n", - "{'o': 'ENVO:00000164',\n", - " 'olab': 'rubber plantation',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:00005788',\n", - " 'slab': 'rubber plantation soil',\n", - " 'slab_olab_cosine': 0.8790490729915326}\n", - "{'o': 'PATO:0001429',\n", - " 'olab': 'acidic',\n", - " 'p': 'RO:0000086',\n", - " 'p_lab_or_id': 'has quality',\n", - " 'plab': 'has quality',\n", - " 's': 'ENVO:01001185',\n", - " 'slab': 'acidic soil',\n", - " 'slab_olab_cosine': 0.7385489458759964}\n", - "{'o': 'ENVO:01000277',\n", - " 'olab': 'water ice',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:01001525',\n", - " 'slab': 'hard-frozen soil',\n", - " 'slab_olab_cosine': 0.4166666666666667}\n", - "{'o': 'PATO:0000386',\n", - " 'olab': 'hard',\n", - " 'p': 'RO:0000086',\n", - " 'p_lab_or_id': 'has quality',\n", - " 'plab': 'has quality',\n", - " 's': 'ENVO:01001525',\n", - " 'slab': 'hard-frozen soil',\n", - " 'slab_olab_cosine': 0.5}\n", - "{'o': 'PATO:0001985',\n", - " 'olab': 'frozen',\n", - " 'p': 'RO:0000086',\n", - " 'p_lab_or_id': 'has quality',\n", - " 'plab': 'has quality',\n", - " 's': 'ENVO:01001526',\n", - " 'slab': 'frozen soil',\n", - " 'slab_olab_cosine': 0.7385489458759964}\n", - "{'o': 'ENVO:00002006',\n", - " 'olab': 'liquid water',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:01001527',\n", - " 'slab': 'plastic-frozen soil',\n", - " 'slab_olab_cosine': 0.5298129428260175}\n", - "{'o': 'ENVO:01000277',\n", - " 'olab': 'water ice',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:01001528',\n", - " 'slab': 'friable-frozen soil',\n", - " 'slab_olab_cosine': 0.45883146774112354}\n", - "{'o': 'PATO:0000386',\n", - " 'olab': 'hard',\n", - " 'p': 'RO:0000086',\n", - " 'p_lab_or_id': 'has quality',\n", - " 'plab': 'has quality',\n", - " 's': 'ENVO:01001528',\n", - " 'slab': 'friable-frozen soil',\n", - " 'slab_olab_cosine': 0.22941573387056174}\n", - "{'o': 'ENVO:01000181',\n", - " 'olab': 'mangrove biome',\n", - " 'p': 'RO:0001025',\n", - " 'p_lab_or_id': 'located in',\n", - " 'plab': 'located in',\n", - " 's': 'ENVO:02000138',\n", - " 'slab': 'mangrove biome soil',\n", - " 'slab_olab_cosine': 0.8583950752789522}\n", - "{'o': 'PATO:0001485',\n", - " 'olab': 'condensed',\n", - " 'p': 'RO:0000086',\n", - " 'p_lab_or_id': 'has quality',\n", - " 'plab': 'has quality',\n", - " 's': 'ENVO:06105205',\n", - " 'slab': 'compacted soil',\n", - " 'slab_olab_cosine': 0.44543540318737396}\n", - "{'o': 'ENVO:00005774',\n", - " 'olab': 'peat soil',\n", - " 'p': 'RO:0002473',\n", - " 'p_lab_or_id': 'composed primarily of',\n", - " 'plab': 'composed primarily of',\n", - " 's': 'ENVO:00000044',\n", - " 'slab': 'peatland',\n", - " 'slab_olab_cosine': 0.5892556509887896}\n", - "{'o': 'ENVO:00005774',\n", - " 'olab': 'peat soil',\n", - " 'p': 'ENVO:02000200',\n", - " 'p_lab_or_id': 'has increased levels of',\n", - " 'plab': 'has increased levels of',\n", - " 's': 'ENVO:00005776',\n", - " 'slab': 'peaty paddy field soil',\n", - " 'slab_olab_cosine': 0.6396021490668313}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:00005801',\n", - " 'slab': 'rhizosphere',\n", - " 'slab_olab_cosine': 0.45226701686664544}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:01000001',\n", - " 'slab': 'mud',\n", - " 'slab_olab_cosine': 0.0}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000057',\n", - " 'p_lab_or_id': 'has participant',\n", - " 'plab': 'has participant',\n", - " 's': 'ENVO:01000698',\n", - " 'slab': 'debris flow',\n", - " 'slab_olab_cosine': 0.6030226891555273}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000057',\n", - " 'p_lab_or_id': 'has participant',\n", - " 'plab': 'has participant',\n", - " 's': 'ENVO:01000706',\n", - " 'slab': 'soil erosion',\n", - " 'slab_olab_cosine': 0.5773502691896258}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0002507',\n", - " 'p_lab_or_id': 'determined by',\n", - " 'plab': 'determined by',\n", - " 's': 'ENVO:01001044',\n", - " 'slab': 'soil environment',\n", - " 'slab_olab_cosine': 0.5}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000057',\n", - " 'p_lab_or_id': 'has participant',\n", - " 'plab': 'has participant',\n", - " 's': 'ENVO:01001664',\n", - " 'slab': 'cryoturbation of soil',\n", - " 'slab_olab_cosine': 0.4364357804719848}\n", - "{'o': 'ENVO:00005774',\n", - " 'olab': 'peat soil',\n", - " 'p': 'BFO:0000066',\n", - " 'p_lab_or_id': 'occurs in',\n", - " 'plab': 'occurs in',\n", - " 's': 'ENVO:02000122',\n", - " 'slab': 'peat drainage',\n", - " 'slab_olab_cosine': 0.554700196225229}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'BFO:0000066',\n", - " 'p_lab_or_id': 'occurs in',\n", - " 'plab': 'occurs in',\n", - " 's': 'ENVO:02500038',\n", - " 'slab': 'soil pollution',\n", - " 'slab_olab_cosine': 0.5345224838248488}\n", - "{'o': 'ENVO:06105205',\n", - " 'olab': 'compacted soil',\n", - " 'p': 'RO:0002234',\n", - " 'p_lab_or_id': 'has output',\n", - " 'plab': 'has output',\n", - " 's': 'ENVO:03000008',\n", - " 'slab': 'compaction process',\n", - " 'slab_olab_cosine': 0.7559289460184544}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'BFO:0000050',\n", - " 'p_lab_or_id': 'part of',\n", - " 'plab': 'part of',\n", - " 's': 'ENVO:04000008',\n", - " 'slab': 'soil organic matter',\n", - " 'slab_olab_cosine': 0.4588314677411235}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:06105232',\n", - " 'slab': 'soil albedo',\n", - " 'slab_olab_cosine': 0.6030226891555273}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'BFO:0000066',\n", - " 'p_lab_or_id': 'occurs in',\n", - " 'plab': 'occurs in',\n", - " 's': 'ENVO:06105241',\n", - " 'slab': 'soil drainage',\n", - " 'slab_olab_cosine': 0.5547001962252291}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:06105271',\n", - " 'slab': 'soil texture',\n", - " 'slab_olab_cosine': 0.5773502691896258}\n", - "{'o': 'ENVO:00002258',\n", - " 'olab': 'loam',\n", - " 'p': 'BFO:0000051',\n", - " 'p_lab_or_id': 'has part',\n", - " 'plab': 'has part',\n", - " 's': 'ENVO:06105272',\n", - " 'slab': 'loamy sand',\n", - " 'slab_olab_cosine': 0.6324555320336759}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:06105304',\n", - " 'slab': 'water-holding capacity of soil',\n", - " 'slab_olab_cosine': 0.3651483716701107}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'BFO:0000066',\n", - " 'p_lab_or_id': 'occurs in',\n", - " 'plab': 'occurs in',\n", - " 's': 'ENVO:09000028',\n", - " 'slab': 'evaporation of liquid water in soil',\n", - " 'slab_olab_cosine': 0.3380617018914066}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200005',\n", - " 'slab': 'mass density of soil',\n", - " 'slab_olab_cosine': 0.4472135954999579}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200009',\n", - " 'slab': 'structure of soil',\n", - " 'slab_olab_cosine': 0.48507125007266594}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200010',\n", - " 'slab': 'acidity of soil',\n", - " 'slab_olab_cosine': 0.5163977794943222}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200012',\n", - " 'slab': 'temperature of soil',\n", - " 'slab_olab_cosine': 0.4588314677411235}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200013',\n", - " 'slab': 'wetness of soil',\n", - " 'slab_olab_cosine': 0.5163977794943222}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200015',\n", - " 'slab': 'humidity of soil',\n", - " 'slab_olab_cosine': 0.5}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200016',\n", - " 'slab': 'conductivity of soil',\n", - " 'slab_olab_cosine': 0.4472135954999579}\n", - "{'o': 'ENVO:00001998',\n", - " 'olab': 'soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200021',\n", - " 'slab': 'color of soil',\n", - " 'slab_olab_cosine': 0.5547001962252291}\n", - "{'o': 'ENVO:02000059',\n", - " 'olab': 'surface soil',\n", - " 'p': 'RO:0000052',\n", - " 'p_lab_or_id': 'characteristic of',\n", - " 'plab': 'characteristic of',\n", - " 's': 'ENVO:09200029',\n", - " 'slab': 'thickness of topsoil',\n", - " 'slab_olab_cosine': 0.5809475019311126}\n", - "{'o': 'ENVO:00005774',\n", - " 'olab': 'peat soil',\n", - " 'p': 'RO:0001000',\n", - " 'p_lab_or_id': 'derives from',\n", - " 'plab': 'derives from',\n", - " 's': 'ENVO:2000008',\n", - " 'slab': 'lignite',\n", - " 'slab_olab_cosine': 0.5039526306789696}\n" - ] - } - ], - "execution_count": 19 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-10-31T20:54:22.548074Z", - "start_time": "2024-10-31T20:54:22.545136Z" - } - }, - "cell_type": "code", - "source": [ - "# # Extract the 'slab_olab_cosine' values\n", - "# cosine_values = [item['slab_olab_cosine'] for item in filtered_data]\n", - "# \n", - "# # Plot histogram with increased bins\n", - "# plt.figure(figsize=(8, 5))\n", - "# plt.hist(cosine_values, bins=20, color='blue', edgecolor='black')\n", - "# \n", - "# # Set x-axis ticks at every 0.1 interval\n", - "# plt.xticks([x / 20 for x in range(0, 21)], rotation=45)\n", - "# \n", - "# plt.title(\"Histogram of slab_olab_cosine Values\")\n", - "# plt.xlabel(\"slab_olab_cosine\")\n", - "# plt.ylabel(\"Frequency\")\n", - "# plt.show()" - ], - "id": "1e5c529fd3bc2197", + "id": "4301a231897de6d9", "outputs": [], - "execution_count": 20 + "execution_count": 17 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-10-31T20:54:24.109600Z", - "start_time": "2024-10-31T20:54:23.779304Z" + "end_time": "2024-11-05T02:02:56.283763Z", + "start_time": "2024-11-05T02:02:56.281624Z" } }, "cell_type": "code", - "source": [ - "\n", - "# Extract unique groups from 'p_lab_or_id' and map each one to an x-axis position\n", - "groups = {item['p_lab_or_id'] for item in relations_no_subclasses_useful_classes}\n", - "group_positions = {group: idx + 1 for idx, group in\n", - " enumerate(groups)} # Assign positions for each unique 'p_lab_or_id' group\n", - "\n", - "\n", - "# Helper function to wrap labels\n", - "def wrap_label(label, width=15):\n", - " return \"\\n\".join(textwrap.wrap(label, width))\n", - "\n", - "\n", - "# Define a set of colors to choose from (optional)\n", - "colors = ['#FF5733', '#33FF57', '#3357FF', '#FF33A1', '#FF8F33', '#33FFF2', '#E1FF33']\n", - "\n", - "# Adjust the figure size and font size\n", - "plt.figure(figsize=(15, 8))\n", - "\n", - "# Plot each label with more random jitter and random color\n", - "for item in relations_no_subclasses_useful_classes:\n", - " x = group_positions[item['p_lab_or_id']]\n", - " y = item['slab_olab_cosine']\n", - " label = f\"{item['slab']} ({item['olab']})\"\n", - " wrapped_label = wrap_label(label, width=15) # Wrap the label to 15 characters per line\n", - "\n", - " # Add increased random jitter to the label position\n", - " x_jitter = random.uniform(-0.3, 0.3) # Larger random jitter in x-axis\n", - " y_jitter = random.uniform(-0.1, 0.1) # Larger random jitter in y-axis\n", - "\n", - " # Select a random color for the label\n", - " color = random.choice(colors) # Alternatively, use color = (random.random(), random.random(), random.random())\n", - "\n", - " # Plot the label with random color\n", - " plt.text(x + x_jitter, y + y_jitter, wrapped_label, ha='center', va='bottom', fontsize=8, color=color)\n", - "\n", - "# Increase x-tick label size and rotate\n", - "plt.xticks(ticks=list(group_positions.values()), labels=list(group_positions.keys()), rotation=45, ha='right',\n", - " fontsize=10)\n", - "\n", - "# Configure other plot aesthetics\n", - "plt.xlabel(\"Predicate\", fontsize=12)\n", - "plt.ylabel(\"subject/object label cosine similarity\", fontsize=12)\n", - "plt.title(\"Soil Relationships (Excluding 'rdfs:subClassOf')\", fontsize=14)\n", - "\n", - "plt.tight_layout() # Adjust layout to prevent clipping\n", - "plt.show()" - ], - "id": "f32526e3bcd3b4a6", - "outputs": [ - { - "data": { - "text/plain": [ - "
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- }, - "metadata": {}, - "output_type": "display_data" - } - ], - "execution_count": 21 - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "\n", - "with open(\"sem_relations_string_dists.tsv\", mode=\"w\", newline=\"\") as file:\n", - " writer = csv.DictWriter(file, fieldnames=relations_no_subclasses_useful_classes[0].keys(), delimiter=\"\\t\")\n", - " writer.writeheader()\n", - " writer.writerows(relations_no_subclasses_useful_classes)" - ], - "id": "7ed61cab5db223d9", + "source": "", + "id": "8b5ac9a2750a35d9", "outputs": [], "execution_count": null } diff --git a/notebooks/post_google_sheets_soil_env_medium.tsv b/notebooks/post_google_sheets_soil_env_medium.tsv new file mode 100644 index 00000000..7e8bf9cf --- /dev/null +++ b/notebooks/post_google_sheets_soil_env_medium.tsv @@ -0,0 +1,81 @@ +id label +ENVO:00005765 frozen compost soil +ENVO:00005788 rubber plantation soil +ENVO:00005747 compost soil +ENVO:00002242 lixisol +ENVO:03600036 pathogen-suppressive soil +ENVO:00002241 leptosol +ENVO:00005740 paddy field soil +ENVO:00005768 orchid soil +ENVO:00002238 durisol +ENVO:00005781 heat stressed soil +ENVO:00002235 cambisol +ENVO:01001397 ultisol +ENVO:01001527 plastic-frozen soil +ENVO:00002245 gypsisol +ENVO:00005756 lawn soil +ENVO:00005790 red soil +ENVO:01001185 acidic soil +ENVO:00005754 fertilized soil +ENVO:01001638 frost-susceptible soil +ENVO:00005742 arable soil +ENVO:00005786 upland soil +ENVO:00002248 luvisol +ENVO:00005770 beech forest soil +ENVO:00002240 kastanozem +ENVO:00002247 nitisol +ENVO:00002246 ferralsol +ENVO:00005749 farm soil +ENVO:06105205 compacted soil +ENVO:00002254 vertisol +ENVO:01001616 bare soil +ENVO:00002256 regosol +ENVO:00005766 limed soil +ENVO:00002253 umbrisol +ENVO:00005741 alpine soil +ENVO:00005778 tropical soil +ENVO:02000138 mangrove biome soil +ENVO:00005751 jungle soil +ENVO:00002233 albeluvisol +ENVO:00002262 clay soil +ENVO:01001525 hard-frozen soil +ENVO:00002251 planosol +ENVO:00005783 leafy wood soil +ENVO:00005784 spruce forest soil +ENVO:00002229 arenosol +ENVO:00005752 sawah soil +ENVO:00002252 solonchak +ENVO:00005759 alluvial paddy field soil +ENVO:00001998 soil +ENVO:02000059 surface soil +ENVO:00005760 burned soil +ENVO:00002258 loam +ENVO:00002249 phaeozem +ENVO:00005744 allotment garden soil +ENVO:00005782 ornithogenic soil +ENVO:00005767 manured soil +ENVO:00005772 orchard soil +ENVO:00002244 gleysol +ENVO:00002257 podzol +ENVO:00002250 plinthosol +ENVO:00002237 chernozem +ENVO:00005787 eucalyptus forest soil +ENVO:00005748 dry soil +ENVO:00002275 technosol +ENVO:00002274 stagnosol +ENVO:00002231 alisol +ENVO:00005780 greenhouse soil +ENVO:01001841 volcanic soil +ENVO:00002273 fluvisol +ENVO:00002243 histosol +ENVO:00005802 bulk soil +ENVO:00002234 acrisol +ENVO:00002232 andosol +ENVO:00005771 muddy soil +ENVO:01001528 friable-frozen soil +ENVO:00002239 calcisol +ENVO:00002236 cryosol +ENVO:00005789 bluegrass field soil +ENVO:00002255 solonetz +ENVO:00002230 anthrosol +ENVO:00005779 vegetable garden soil diff --git a/notebooks/sels_depletion.tsv b/notebooks/sels_depletion.tsv deleted file mode 100644 index c6f9bfde..00000000 --- a/notebooks/sels_depletion.tsv +++ /dev/null @@ -1,4374 +0,0 @@ -removed,reason -bone element environment,anatomical entity environment -environment determined by a metazoan secretion,anatomical entity environment -mouth environment,anatomical entity environment -axilla skin environment,anatomical entity environment -integumental system environment,anatomical entity environment -anatomical entity environment,anatomical entity environment -face skin environment,anatomical entity environment -fungi-associated environment,anatomical entity environment -intestine environment,anatomical entity environment -skin environment,anatomical entity environment -environment associated with a fungal tissue,anatomical entity environment -digestive tract environment,anatomical entity environment -feather environment,anatomical 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product,environmental material -pomaceous fruit food product,environmental material -clay soil,environmental material -permanent hair dye,environmental material -non-hydraulic cement,environmental material -sweetener food product,environmental material -planktonic kerogen,environmental material -beverage food product,environmental material -sea water fish food product,environmental material -anoxic water,environmental material -heavy fraction material,environmental material -scoria,environmental material -volcanic ash,environmental material -mammalian milk product,environmental material -rock dust,environmental material -bluegrass field soil,environmental material -silty clay loam,environmental material -natural gas,environmental material -animal litter,environmental material -gravel,environmental material -air,environmental material -cobble sediment,environmental material -oil-based paint,environmental material -agricultural waste material,environmental material -camelid milk beverage,environmental material -lawn soil,environmental material -cantaloupe fruit food product,environmental material -fermented fish or seafood food product,environmental material -poultry deep litter,environmental material -limestone,environmental material -ear wax material,environmental material -fermented fruit food product,environmental material -treated wastewater,environmental material -pigeon pea vegetable food product,environmental material -dairy food product,environmental material -bambara groundnut food product,environmental material -epixylon,environmental material -equine milk beverage,environmental material -cruciferous food product,environmental material -plant-based candy,environmental material -fermented bean product,environmental material -ice cream food product,environmental material -mate food product,environmental material -ash,environmental material -botanical fruit food product,environmental material -plant stem or spear vegetable food product,environmental material -upland soil,environmental material -bean (whole),environmental material -grain based vinegar food product,environmental material -primer (paint),environmental material -herbal infusion,environmental material -outer space,environmental material -friable-frozen soil,environmental material -honey food product,environmental material -camembert cheese food product,environmental material -amorphous solid,environmental material -sea ice,environmental material -carbon dioxide-reducing sediment,environmental material -blue cheese food product,environmental material -distilled fermented grain beverage,environmental material -honey blend table syrup,environmental material -hyacinth bean food product,environmental material -time crystal,environmental material -vetch food product,environmental material -lime plaster,environmental material -amasake food product,environmental material -butter product analog (us cfr),environmental material -tomato food product,environmental material -aerosolised liquids,environmental material -melon food product,environmental material -mudstone,environmental material -methane ice,environmental material -"fruit butter, jelly, preserve or related product (us cfr)",environmental material -intermediate lava,environmental material -flue gas desulfurization material,environmental material -bone meal,environmental material -sand,environmental material -uranium ore,environmental material -citrullus lanatus fruit food product,environmental material -algal food product,environmental material -anaerobic digester sludge,environmental material -rime,environmental material -recalcitrant kerogen,environmental material -red soil,environmental material -tear material,environmental material -contaminated water,environmental material -poly-beta-hydroxybutyrate enriched soil,environmental material -barium dust,environmental material -congelation sea ice,environmental material -avian egg food product,environmental material -flat glass,environmental material -food flavoring or seasoning product,environmental material -particulate organic nitrogen,environmental material -zebra milk beverage,environmental material -contaminated animal feed,environmental material -petroleum,environmental material -leafy wood soil,environmental material -liquefied natural gas,environmental material -suspended sediment,environmental material -bulk soil,environmental material -peat soil,environmental material -saline water,environmental material -fine respirable suspended particulate matter,environmental material -chalk soil,environmental material -fruit salad food product,environmental material -milk or milk product analog (us cfr),environmental material -metallic dust,environmental material -pliofilm,environmental material -acidic volcanic ash,environmental material -metallic material,environmental material -GS1 Global Product Classification (GPC),environmental material -marine sediment,environmental material -peaty paddy field soil,environmental material -aviation fuel,environmental material -poultry meat food product,environmental material -tragacanth,environmental material -apple juice,environmental material -oat food product,environmental material -sausage (raw),environmental material -equine dairy food product,environmental material -biosolids,environmental material -lake bottom mud,environmental material -fudge (us cfr),environmental material -wood,environmental material -pasta food product,environmental material -vegetable pickle food product,environmental material -solanaceous food product,environmental material -animal derived beverage,environmental material -leptosol,environmental material -fruit extract food product,environmental material -vinaigrette dressing food product,environmental material -dairy dessert food product,environmental material -permafrost,environmental material -L-(+)-tartrate enriched soil,environmental material -vog,environmental material -formation fluid,environmental material -food dressing product,environmental material -meshanger cheese food product,environmental material -urea enriched soil,environmental material -greenhouse soil,environmental material -biofilm material,environmental material -humus-rich acidic ash soil,environmental material -anthropogenic environmental material,environmental material -tea beverage (liquid),environmental material -excreta material,environmental material -polymetallic nodule,environmental material -mock community culture,environmental material -seafood or related product (eurofir),environmental material -fermented beverage,environmental material -bottom ash,environmental material -bituminous sand,environmental material -anaerobic stream sediment,environmental material -soft candy (us cfr),environmental material -juice beverage,environmental material -pond soil,environmental material -vegetable fat or oil,environmental material -bitumous coal,environmental material -fly ash,environmental material -slightly saline water,environmental material -zinc chloride fume,environmental material -miso food product,environmental material -vegetable fat food product,environmental material -quicksand,environmental material -steppe soil,environmental material -cocoa food product,environmental material -dry pea food product,environmental material -cultured dairy product,environmental material -"broad bean (whole, dried)",environmental material -hydrocarbon flame,environmental material -humic kerogen,environmental material -candy food product,environmental material -plant derived beverage,environmental material -sarcosine enriched soil,environmental material -oil contaminated soil,environmental material -travertine,environmental material -frost,environmental material -sea water fish egg food product,environmental material -vomit material,environmental material -anaerobic sludge,environmental material -spice or herb,environmental material -diesel fuel,environmental material -hay compost,environmental material -aqueous inkjet printer ink,environmental material -rainwater,environmental material -frozen dairy dessert,environmental material -gaseous environmental material,environmental material -shallow marine sediment,environmental material -sebum material,environmental material -mesotrophic water,environmental material -anthracite,environmental material -chicken manure,environmental material -wine or wine-like food product,environmental material -hypereutrophic water,environmental material -hydrogel,environmental material -rice food product,environmental material -mineral material,environmental material -wood ash,environmental material -albeluvisol,environmental material -erosionally enriched glacial ice,environmental material -food (liquid),environmental material -sandstone,environmental material -chocolate food product,environmental material -confectionery (us cfr),environmental material -secondhand smoke,environmental material -shellfish food product,environmental material -interstitial water,environmental material -welding fume,environmental material -sugar,environmental material -highly saline water,environmental material -composted animal manure,environmental material -silt,environmental material -food product component,environmental material -mustard food product,environmental material -surface soil,environmental material -litter,environmental material -lead solder,environmental material -chloropicrin enriched soil,environmental material -solonetz,environmental material -processed meat food product,environmental material -mussel gill tissue material,environmental material -"food (liquid, low viscosity)",environmental material -"mammalian milk (nonfat, dry)",environmental material -tea based beverage product,environmental material -burned soil,environmental material -barley malt vinegar,environmental material -aluminum welding fume,environmental material -kynurenate enriched soil,environmental material -ice cave congelation ice,environmental material -organically enriched sediment,environmental material -platinum ore,environmental material -chyme material,environmental material -wax,environmental material -50220000 - cereal/grain/pulse products (gs1 gpc),environmental material -silage,environmental material -nitrate-reducing sediment,environmental material -plutonic rock,environmental material -treated wood,environmental material -moderately saline water,environmental material -plant product dressing,environmental material -phaeozem,environmental material -water ice,environmental material -lignite,environmental material -single strain cell culture,environmental material -volcanic soil,environmental material -food product by quality,environmental material -pork chop food product,environmental material -toxic waste,environmental material -marine sludge,environmental material -plant lipid food product,environmental material -fruit or fruit product (us cfr),environmental material -groundwater,environmental material -mylar,environmental material -lupine bean food product,environmental material -yogurt food product,environmental material -colloidal sediment,environmental material -paint,environmental material -plant based salad food product,environmental material -chromate contaminated soil,environmental material -freshwater congelation ice,environmental material -masonry cement,environmental material -sediment,environmental material -multi-component honey product,environmental material -acrisol,environmental material -chalk,environmental material -nitrobenzene enriched sediment,environmental material -cowpea vegetable food product,environmental material -barley food product,environmental material -ethanol enriched soil,environmental material -processed cheese food product,environmental material -frozen soil,environmental material -sweat material,environmental material -wheat flour food product,environmental material -diesel exhaust,environmental material -bodily fluid material,environmental material -orange juice,environmental material -apple condiment,environmental material -bottled beer food product,environmental material -oligotrophic water,environmental material -thermophilic granular sludge,environmental material -ice,environmental material -biogenous sediment,environmental material -sugar (granulated),environmental material -biochar,environmental material -confectionery food product,environmental material -"carbohydrate extract, concentrate, or isolate",environmental material -solid waste material,environmental material -second year ice,environmental material -citrus fruit food product,environmental material -dust,environmental material -emissions from petroleum combustion,environmental material -roadside soil,environmental material -paraffin wax fume,environmental material -clay loam,environmental material -meltwater,environmental material -potato food product,environmental material -volume of cyanoacrylate,environmental material -distilled water,environmental material -emulsion,environmental material -tephra,environmental material -plant fat or oil refined food product,environmental material -Brie cheese food product,environmental material -solonchak,environmental material -cis-dichloroethane contaminated sediment,environmental material -high-level radioactive sediment,environmental material -coal dust,environmental material -fermenting sugar cane juice,environmental material -seafood product (eurofir),environmental material -acidic water,environmental material -xanthan gum,environmental material -eucalyptus forest soil,environmental material -fermented dairy food product,environmental material -plant litter,environmental material -container glass,environmental material -arenosol,environmental material -vetch seed (whole),environmental material -saliva material,environmental material -lake sediment,environmental material -cheese or cheese product (us cfr),environmental material -broad bean (whole),environmental material -brackish water,environmental material -insect food product,environmental material -pulp-bleaching waste water,environmental material -water-body-derived ice,environmental material -"pigeon pea (whole, dried)",environmental material -cruciferous inflorescence food product,environmental material -volcanic rock,environmental material -carbon nanotube enriched soil,environmental material -pleural effusion material,environmental material -food material,environmental material -environmental material,environmental material -gasoline exhaust,environmental material -carbon monoxide ice,environmental material -chemically enriched sediment,environmental material -humus,environmental material -prepared food product (eurofir),environmental material -fertilized soil,environmental material -vegetable oil food product,environmental material -ammonia ice,environmental material -lime mudstone,environmental material -beer beverage,environmental material -milk or milk product (us cfr),environmental material -fermented rice beverage,environmental material -claystone,environmental material -heat stressed soil,environmental material -surface water,environmental material -salt contaminated soil,environmental material -animal seafood product,environmental material -breast milk material,environmental material -tempeh food product,environmental material -cosmogenous sediment,environmental material -industrial waste material,environmental material -plant sweetener,environmental material -zebra dairy food product,environmental material -smog,environmental material -chicken meat food product,environmental material -labile kerogen,environmental material -mayonnaise food product,environmental material -pus material,environmental material -yam bean food product,environmental material -mud,environmental material -liquefied hydrocarbon gas,environmental material -compost,environmental material -humid air,environmental material -acid dune sand,environmental material -slab snow,environmental material -iron ore,environmental material -marl,environmental material -cabbage juice food product,environmental material -podzol,environmental material -salicylate enriched soil,environmental material -kastanozem,environmental material -ornithogenic soil,environmental material -methyl cellulose paste,environmental material -soft cheese food product,environmental material -clay,environmental material -shale,environmental material -slate dust,environmental material -plant inflorescence food product,environmental material -fermented soybean food product,environmental material -quartz glass,environmental material -cellophane,environmental material -ice fog,environmental material -"bean (whole, dried)",environmental material -meat (whole or parts),environmental material -biological waste material,environmental material -technosol,environmental material -ultramafic lava,environmental material -metal contaminated soil,environmental material -felsic lava,environmental material -graupel,environmental material -corn flour food product,environmental material -mollusc food product,environmental material -fluvisol,environmental material -non-lead solder,environmental material -gypsum plaster,environmental material -plinthosol,environmental material -plant fruit food product,environmental material -orange fruit beverage,environmental material -acifified beer wort food product,environmental material -avian food product,environmental material -particulate matter in a hydrosphere,environmental material -creamy salad dressing,environmental material -animal lipid food product,environmental material -household waste material,environmental material -pebble sediment,environmental material -solder,environmental material -pork meat food product,environmental material -"sausage (dried, fermented)",environmental material -sausage (cooked),environmental material -mammalian milk whey,environmental material -agency food product type,environmental material -luminescent paint,environmental material -allotment garden soil,environmental material -shuga,environmental material -scree,environmental material -bitter cheese food product,environmental material -blue ice,environmental material -hot dog,environmental material -gel ink,environmental material -stream sediment,environmental material -wort food product,environmental material -mushroom compost,environmental material -jungle soil,environmental material -frost-susceptible soil,environmental material -"sausage (cooked, smoked)",environmental material -lipid food product,environmental material -camel milk beverage,environmental material -rural stormwater,environmental material -underground water,environmental material -shellac,environmental material -broad bean food product,environmental material -hydrogenous sediment,environmental material -runoff,environmental material -cotton dust,environmental material -atmospheric water vapour,environmental material -sodium chloride salt,environmental material -thermoplastic material,environmental material -cured meat food product,environmental material -meadow soil,environmental material -multi-component wheat food product,environmental material -activated sludge,environmental material -carbon dioxide ice,environmental material -interstitial fluid material,environmental material -naphthalene enriched sediment,environmental material -erosionally enriched ice,environmental material -residual kerogen,environmental material -pomaceous fruit extract,environmental material -custard dessert food product,environmental material -colloidal suspension,environmental material -mountain forest soil,environmental material -epilithon,environmental material -ovine cheese food product,environmental material -plant based bakery food product,environmental material -duck meat food product,environmental material -cereal grain food product,environmental material -boiler slag,environmental material -basalt,environmental material -fissure water,environmental material -bean (cooked),environmental material -gel,environmental material -brown sugar,environmental material -fume,environmental material -pulse food product,environmental material -citrus fruit extract food product,environmental material -flaxseed food product,environmental material -"vetch seed (whole, dried)",environmental material -oil shale,environmental material -trimethylamine enriched soil,environmental material -coal ash,environmental material -snow,environmental material -eutrophic water,environmental material -soot,environmental material -bagasse,environmental material -aerosolised solids,environmental material -poultry food product,environmental material -bile material,environmental material -lymph material,environmental material -bacon food product,environmental material -wood dust,environmental material -saline lake sediment,environmental material -dust from plant parts,environmental material -desert sand,environmental material -alisol,environmental material -siltstone,environmental material -frozen dairy food product,environmental material -pea food product,environmental material -plant seed vegetable food product,environmental material -calcisol,environmental material -beach sand,environmental material -dacitic lava,environmental material -orange juice (unpasteurized),environmental material -vegetable food product,environmental material -fermented millet food product,environmental material -manured soil,environmental material -a. primary food commodities of plant origin (ccpr),environmental material -fish food product,environmental material -sandy loam,environmental material -orchid soil,environmental material -animal manure,environmental material -oronasal secretion material,environmental material -Bathymodiolus gill tissue material,environmental material -millet food product,environmental material -plant root food product,environmental material -sub-bitumous coal,environmental material -50192900 - pasta/noodles (gs1 gpc),environmental material -firn,environmental material -fish egg food product,environmental material -lead paint,environmental material -sedimentary rock,environmental material -sugar product,environmental material -metamorphic rock,environmental material -sapropelic kerogen,environmental material -andesite,environmental material -fossil material,environmental material -refractory astrogeological material,environmental material -aluminium dust,environmental material -methane-laden permafrost,environmental material -buckewheat food product,environmental material -barley flour food product,environmental material -multiyear ice,environmental material -ceramic,environmental material -dairy product (us cfr),environmental material -gypsisol,environmental material -freezing fog,environmental material -common bean food product,environmental material -sorghum food product,environmental material -cheese food product,environmental material -sawah soil,environmental material -rock,environmental material -chernozem,environmental material -contaminated air,environmental material -berry food product,environmental material -orange juice (liquid),environmental material -cell culture,environmental material -cultured organic material,environmental material -jack bean (whole),environmental material -plastic,environmental material -coffee based beverage product,environmental material -alluvial soil,environmental material -magma,environmental material -luvisol,environmental material -congelation ice in a fresh water body,environmental material -liquid water,environmental material -distilled fermented beverage,environmental material -atmospheric ozone,environmental material -Limburger cheese food product,environmental material -mammalian meat food product,environmental material -loam,environmental material -non-fruit wine food product,environmental material -"extract, concentrate or isolate of plant or animal",environmental material -soybean condiment,environmental material -chocolate or cocoa,environmental material -glaze,environmental material -algal material,environmental material -dolomite,environmental material -nitisol,environmental material -sausage (whole),environmental material -natural wax,environmental material -heat-treated animal manure,environmental material -material primarily composed of biogenic carbonates,environmental material -apple cider (alcoholic),environmental material -prepared food product,environmental material -terrigenous sediment,environmental material -cattle dairy food product,environmental material -dessert food,environmental material -food (baked),environmental material -thermophilic sediment,environmental material -plant based refined or partially-refined food product,environmental material -calcareous ooze,environmental material -asbestos dust,environmental material -hard-frozen soil,environmental material -depth hoar,environmental material -lupin seed food product,environmental material -multi-component food product,environmental material -liquid environmental material,environmental material -sandy clay,environmental material -granular sediment,environmental material -fermented apple beverage,environmental material -rye food product,environmental material -clathrate material,environmental material -milk dessert food product,environmental material -oil sludge,environmental material -powdery snow,environmental material -asphalt,environmental material -cabbage food product,environmental material -industrial wastewater,environmental material -solanaceous root food product,environmental material -cucurbit fruit food product,environmental material -blood material,environmental material -asphalt concrete,environmental material -hide,environmental material -clastic sedimentary rock,environmental material -ultisol,environmental material -latex,environmental material -atmospheric carbon dioxide,environmental material -arsenic-rich mud,environmental material -cement plaster,environmental material -epipelon,environmental material -synthetic plastic,environmental material -50221200 - processed cereal products (gs1 gpc),environmental material -pork (dehydrated),environmental material -coarse beach sand,environmental material -salad food product,environmental material -"velvet bean (whole, dried)",environmental material -farmyard manure,environmental material -plant seed or nut food product,environmental material -biogas,environmental material -invertebrate animal food product,environmental material -apple beverage,environmental material -pont ieveque cheese food product,environmental material -pantothenate enriched soil,environmental material -vinegar food product,environmental material -grape berry food product,environmental material -candy (us cfr),environmental material -planktonic material,environmental material -hay,environmental material -muskmelon (Cucumis melo) fruit food product,environmental material -crystal,environmental material -USA agency food product type,environmental material -Codex Alimentarius classification of food and feed commodities,environmental material -flaxseed oil,environmental material -manganese-reducing sediment,environmental material -mammalian milk butter,environmental material -marine mucilage,environmental material -water scum,environmental material -sediment permeated by freshwater,environmental material -liquefied petroleum gas,environmental material -desalinated water,environmental material -necromass,environmental material -stormwater,environmental material -hydrocarbon gas,environmental material -European Union agency food product type,environmental material -pumice,environmental material -water vapour saturated air,environmental material -plaster,environmental material -haze,environmental material -nut oil food product,environmental material -intertidal sediment,environmental material -pharmaceutical ink,environmental material -sea foam,environmental material -animal waste material,environmental material -goat manure,environmental material -vitreous humor material,environmental material -oyster food product,environmental material -spruce forest soil,environmental material -cowpea (pulse) food product,environmental material -mafic lava,environmental material -chicken breeding waste material,environmental material -maize (corn) food product,environmental material -soil organic matter,environmental material -soybean seed (field) food product,environmental material -food waste,environmental material -food (fermented),environmental material -swine food product,environmental material -oil,environmental material -multi-component plant food product,environmental material -gasoline vapor,environmental material -"coffee, tea, cocoa or infusion (eurofir)",environmental material -pate,environmental material -vacherin mont dor cheese food product,environmental material -marine lake water,environmental material -soldering fumes,environmental material -cow milk dessert,environmental material -goose meat food product,environmental material -mucus material,environmental material -pomaceous fruit juice beverage,environmental material -plant seed food product,environmental material -dune soil,environmental material -rice straw,environmental material -electroplating fume,environmental material -atmospheric aerosol,environmental material -swiss cheese food product,environmental material -food product by organism,environmental material -arable soil,environmental material -ore,environmental material -alluvial deposit,environmental material -mesophilic sediment,environmental material -steeped beverage product,environmental material -drinking water,environmental material -beef (dehydrated),environmental material -alpine soil,environmental material -gouda cheese food product,environmental material -legume food product,environmental material -food (cooked),environmental material -smoked meat food product,environmental material -salt pork meat food product,environmental material -fermented agave juice,environmental material -hydrothermal fluid,environmental material -fracking liquid,environmental material -secondary sludge,environmental material -cooling water,environmental material -fog,environmental material -plant feed,environmental material -andosol,environmental material -acrylic paint,environmental material -water vapour,environmental material -glacial ice,environmental material -milk formula food product,environmental material -alluvial paddy field soil,environmental material -cloud water,environmental material -sterile water,environmental material -horse manure,environmental material -acetamide enriched soil,environmental material -food (preserved),environmental material -bacteria enriched soil,environmental material -vertebrate animal food product,environmental material -bean food product,environmental material -velvet bean food product,environmental material -bakery food product,environmental material -petroleum enriched sediment,environmental material -ice-bearing permafrost,environmental material -new ice,environmental material -farm soil,environmental material -pork food product,environmental material -coal,environmental material -urine material,environmental material -slurry,environmental material -foamed plastic,environmental material -grain dust,environmental material -sheep milk cheese (unpasteurized),environmental material -cryoconite deposit,environmental material -cream food product,environmental material -plant seed based bakery food product,environmental material -mangrove biome soil,environmental material -turkey meat food product,environmental material -cocoa beverage,environmental material -fonio food product,environmental material -ground beef food product,environmental material -hoar crystal,environmental material -inorganically enriched sediment,environmental material -borax leachate,environmental material -poultry manure,environmental material -creosote contaminated soil,environmental material -plant matter,environmental material -periphytic biofilm,environmental material -soil,environmental material -grain of sea sand,environmental material -particle of clay,environmental material -fecal environment,environmental material -environment determined by a biofilm on a plant surface,environmental material -brackish water environment,environmental material -grain of acid dune sand,environmental material -particle,environmental material -pycnocline,environmental material -grain of rocky sand,environmental material -cryopeg,environmental material -nutricline,environmental material -hypersaline water environment,environmental material -lysocline,environmental material -grain of beach sand,environmental material -chemocline,environmental material -aquatic environment,environmental material -non-saline aerosol environment,environmental material -particle of silt,environmental material -marine littoral zone,environmental material -aerosol environment,environmental material -sterile water environment,environmental material -sediment environment,environmental material 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of environmental material -nanoplastic particle,mass of environmental material -hot Neptune,mass of environmental material -cloud droplet,mass of environmental material -indeterminate root nodule senescent zone,mass of environmental material -indeterminate root nodule active meristem,mass of environmental material -diatomite particle,mass of environmental material -photosphere,mass of environmental material -glory,meteor -solar rainbow,meteor -water-based cloud,meteor -fogbow,meteor -cloud,meteor -monochrome solar rainbow,meteor -light emitted by lightning,meteor -reflection rainbow,meteor -lunar rainbow,meteor -meteor,meteor -homomutatus cloud,meteor -silvagenitus cloud,meteor -rainbow,meteor -hydrometeor,meteor -homogenitus cloud,meteor -polar stratospheric cloud,meteor -halo,meteor -photometeor,meteor -cloud top,meteor -cloud base,meteor -cloud part,meteor -mid-elevation mountain,mid-elevation mountain -UNEP-WCMC class 6 mountain,mid-elevation mountain -UNEP-WCMC class 5 mountain,mid-elevation mountain -UNEP-WCMC class 4 mountain,mid-elevation mountain -uranium deposit,mineral deposit -stalagmite,mineral deposit -mineral deposit,mineral deposit -stalactite,mineral deposit -speleothem,mineral deposit -natural nuclear fission reactor,mineral deposit -rain,object aggregate -freezing rain,object aggregate -falling sleet,object aggregate -hail,object aggregate -falling snow,object aggregate -water-based rain,object aggregate -object aggregate,object aggregate -acidic water-based rain,object aggregate -political entity,political entity -supranational geopolitical entity,political entity -first nations reserve,political entity -national geopolitical entity,political entity -sub-Earth,astronomical body -meteoroid,astronomical body -planetesimal,astronomical body -minor planet,astronomical body -asteroid,astronomical body -mesoplanet,astronomical body -moonmoon,astronomical body -planet,astronomical body -ocean planet,astronomical body -protoplanet,astronomical body -lava planet,astronomical body -astronomical body,astronomical body -super-Earth,astronomical body -mega-Earth,astronomical body -super-Jupiter,astronomical body -chthonian planet,astronomical body -terrestrial planet,astronomical body -desert planet,astronomical body -dwarf planet,astronomical body -planetary moon,astronomical body -ice planet,astronomical body -iron planet,astronomical body -circumbinary planet,astronomical body diff --git a/notebooks/sels_targets.tsv b/notebooks/sels_targets.tsv index 180a53ad..60734fdb 100644 --- a/notebooks/sels_targets.tsv +++ b/notebooks/sels_targets.tsv @@ -1,5132 +1,5132 @@ -ENVO:01001022 natural lake -ENVO:01000518 diapir -UBERON:0002539 pharyngeal arch -ENVO:01000814 solid environmental material -UBERON:0002385 muscle tissue -FOODON:03400842 non alcoholic beverage (eurofir) -FOODON:00002813 pea food product -FOODON:03307345 sugar (refined) -ENVO:03501337 temple -ENVO:03510040 stain -ENVO:01001159 cirrus homogenitus cloud -ENVO:00002160 estuarine mud -UBERON:0004232 lymphatic vessel smooth muscle -ENVO:00002179 intertidal sediment -ENVO:01000036 oceanic mesopelagic zone biome -FOODON:00001173 plant seed food product -CHEBI:63062 aluminium cation -ENVO:01001608 kerosene oil -ENVO:01000487 brick building floor -ENVO:01000810 planetary atmosphere -ENVO:03501323 residential environment -FOODON:03420152 carbohydrate extract, concentrate, or isolate -UBERON:0001836 saliva -CHEBI:50796 nanotube -ENVO:03510000 wood dust -ENVO:02000153 marine salt marsh sediment -ENVO:00002276 animal waste material -FOODON:03400148 milk or milk product (us cfr) -ENVO:01001035 environment determined by a biofilm on a fungal surface -CHEBI:49470 aluminium(3+) -CHEBI:33637 ortho-fused compound -ENVO:01000940 fissure water -ENVO:01001811 temperate grassland -UBERON:0003350 epithelium of mucosa -ENVO:01000318 extreme high temperature environment -ENVO:00000403 shield volcano -NCBITaxon:162985 Hapalosiphon -ENVO:03501193 pharmacy -CHEBI:37134 elemental barium -UBERON:0005068 neural rod -FOODON:00001290 salad dressing -UBERON:0015329 respiratory system basement membrane -ENVO:00000008 fourth-order administrative region -ENVO:01000284 amictic lake -ENVO:01000954 alpine tree line ecotone +ENVO:00002240 kastanozem +ENVO:01001834 subpolar biome +NCBITaxon:1198 Phormidium +CHEBI:33976 magnesium coordination entity +ENVO:01000770 carbon dioxide emission +ENVO:00000281 fault escarpment +ENVO:04000012 particulate organic matter +PO:0020144 apical meristem +ENVO:01000138 plant matter fall +ENVO:00000172 sandy desert +ENVO:06105278 silty clay loam +FOODON:00001635 bean food product +ENVO:03501234 town hall +NCBITaxon:1890440 Schizotrichaceae +FOODON:00001036 pont ieveque cheese food product +ENVO:03501217 tissue paper +CHEBI:35352 organonitrogen compound +UBERON:0009503 mesenchyme of hindgut +ENVO:03500017 soldering fumes +CHEBI:23906 monoatomic cation +NCBITaxon:44822 Microcystis viridis +ENVO:01000479 lime plaster +UBERON:0000912 mucus +ENVO:01000660 tephra +ENVO:00002169 coal mine +NCBITaxon:9443 Primates +ENVO:03501369 seam surface +ENVO:03501211 door handle +ENVO:01001495 dioxygen dissolved in marine water +PO:0025157 phyllome epidermis +ENVO:01000095 marginal ice zone front +ENVO:01000129 marine hydrothermal vent chimney +ENVO:00000418 ria +ENVO:01000496 straw exterior wall +ENVO:03501207 shopping mall +CHEBI:33692 hydrides +ENVO:00000501 submerged bed +ENVO:00000539 geographic sill +ENVO:01000614 bicycle +UBERON:0000060 anatomical wall +ENVO:03501313 food production environmental monitoring zone +ENVO:00002167 platinum mine +ENVO:00000537 boulder field +ENVO:01000233 intermediate lava +NCBITaxon:1783272 Terrabacteria group +ENVO:00000563 pier +ENVO:01001897 neutral spring +ENVO:00002215 geothermal power plant +CHEBI:35175 sulfate salt +FOODON:03400852 miscellaneous food product (eurofir) +ENVO:03510005 motor oil +CHEBI:17245 carbon monoxide +CHEBI:18310 alkane +ENVO:01000461 refined asphalt +UBERON:0005281 ventricular system of central nervous system +ENVO:06105236 exchangeable ion +UBERON:0010252 1st arch mandibular mesenchyme from neural crest +UBERON:0004122 genitourinary system +UBERON:0011158 primary subdivision of skull +ENVO:06105276 sandy clay loam +ENVO:01000937 impromptu campground +ENVO:03501128 conference room +FOODON:00001611 apple food product +ENVO:01000484 container glass +CHEBI:35350 hydroxy steroid +ENVO:00000378 canal head reservoir +ENVO:01000609 motor boat +UBERON:0002390 hematopoietic system +ENVO:03501183 medical clinic +ENVO:06105268 treated wastewater +ENVO:00005753 urea enriched soil +ENVO:02000046 calcareous ooze +ENVO:01000130 marine hydrothermal plume +ENVO:00010505 aerosol +ENVO:01000527 flush toilet fixture +ENVO:00000391 land bridge +ENVO:00002213 anaerobic sludge blanket reactor +FOODON:00001286 turkey meat food product +UBERON:0003133 reproductive organ +ENVO:00000565 sports facility +UBERON:0003504 respiratory system blood vessel +ENVO:01001389 neritic mussel bed +ENVO:01000332 gravelly slope +CHEBI:36895 monoatomic fluorine +CHEBI:16240 hydrogen peroxide +NCBITaxon:7711 Chordata +ENVO:00000284 quarry +ENVO:03501150 gynaecology unit facility +NCBITaxon:33340 Neoptera CHEBI:33345 titanium group element atom -UBERON:0000025 tube -ENVO:03501287 livestock house -ENVO:03501190 pain clinic -ENVO:03510021 varnish -ENVO:01000511 thatched building roof -ENVO:00000309 depressed landform -ENVO:03501107 train -ENVO:02000106 asbestos dust -ENVO:01000854 tropical marine coral reef biome -FOODON:00002454 food product by quality -ENVO:00000055 saline evaporation pond -CHEBI:25703 organic phosphate -ENVO:02000132 constructed monument -ENVO:01001111 fossil worm burrow -CHEBI:38702 inorganic sodium salt -FOODON:03400777 eurofir food classification -ENVO:03600070 river plume -CHEBI:32628 leucinium -ENVO:01000503 burnt-brick exterior wall -ENVO:2000000 chemical product -ENVO:00002926 warm seep -FOODON:00002819 liver food product -ENVO:00000042 drainage canal -ENVO:00002007 sediment +ENVO:01001567 protected area +ENVO:00000535 weir +ENVO:01000541 thermosphere +CHEBI:26816 carbohydrate phosphate +ENVO:00010623 dolomite +ENVO:03500018 solder +UBERON:0003064 intermediate mesoderm +FOODON:03400865 soup (eurofir) +ENVO:01000944 microplastic particle +CHEBI:2706 Anatoxin a +ENVO:01000472 building roof +FOODON:00004242 animal food product +UBERON:0003258 endoderm of foregut +ENVO:00000468 hydroelectric dam +FOODON:00001055 sea water fish food product +ENVO:01000200 tropical broadleaf forest biome +ENVO:00000181 nunatak +ENVO:02000099 coal dust +UBERON:0008814 pharyngeal arch system +FOODON:00001200 cowpea (pulse) food product +ENVO:00000419 stack +CHEBI:33664 monocyclic hydrocarbon FOODON:03420228 extract, concentrate or isolate of plant or animal -FOODON:00001050 tempeh food product -ENVO:1000749 microcontinental island -ENVO:03501231 hospice -PO:0006001 phyllome -ENVO:01001132 hot Neptune -UBERON:0001444 subdivision of head -CHEBI:24373 glycine derivative -UBERON:0000161 orifice -PO:0025127 primordium -ENVO:00010624 botanical garden -UBERON:0006238 future brain -UBERON:0001766 anterior chamber of eyeball -ENVO:00000331 stalactite -NCBITaxon:2 Bacteria -UBERON:0007383 enveloping layer of ectoderm -ENVO:03501180 patient room -ENVO:01000102 cold surface current -ENVO:03501173 post-anesthesia care unit facility -CHEBI:35875 imidazopyrimidine -UBERON:0000486 multilaminar epithelium -UBERON:0005057 immune organ -FOODON:00001202 winged bean food product -ENVO:01001884 surface landform -ENVO:03000085 thermokarst -UBERON:0036253 orifice of skull -ENVO:01001263 area designated for human defecation -ENVO:2100005 face skin environment -ENVO:01001098 tectonic plate boundary -ENVO:01000748 continental crust -CHEBI:37007 nicotinamide dinucleotide -UBERON:0003456 respiratory system lymphatic vessel -UBERON:0006240 future forebrain -FOODON:00001114 zebra dairy food product -ENVO:01000731 igneous extrusion -NCBITaxon:88770 Panarthropoda -CHEBI:31001 octacosanoic acid -CHEBI:24835 inorganic molecular entity -CHEBI:28694 copper atom -ENVO:01001288 kaolin dust -CHEBI:38104 oxacycle -ENVO:00002128 mesophilic sulfur spring -ENVO:00000302 rift valley -ENVO:00002207 self-heating coal mine waste material -ENVO:01000041 neritic sea surface microlayer biome -ENVO:01000515 tiled building roof -ENVO:01001058 environment associated with a fungal tissue -ENVO:03501137 hospital unit facility -CHEBI:22918 branched-chain amino acid -ENVO:03500001 playground -ENVO:00005784 spruce forest soil -ENVO:01001421 cirrus uncinus cloud -UBERON:0003837 thoracic segment connective tissue -ENVO:01000402 tropical mixed broadleaf forest -UBERON:0004111 anatomical conduit -ENVO:00000100 valley -UBERON:0010337 mandibular process mesenchyme from head mesenchyme -ENVO:01000163 photophore -ENVO:00000359 natural monument -UBERON:0004471 musculature of pectoral girdle -FOODON:00001065 blue cheese food product -ENVO:01001286 slate dust -ENVO:00002223 oligotrophic water -ENVO:01000295 marine layer -ENVO:01001682 air mass -ENVO:01001004 groundwater -CHEBI:36125 cyclitol carboxylic acid anion -UBERON:0011642 oral epithelium from ectoderm -ENVO:01001531 sea ice field -ENVO:01000928 fish processing building -CHEBI:36895 monoatomic fluorine -ENVO:01000989 plumbing fixture -NCBITaxon:197562 Pancrustacea -ENVO:00009686 ice rise -ENVO:00000397 lake channel -ENVO:00003893 cosmetic product -CHEBI:35479 alkali metal salt -ENVO:01000751 bedrock -ENVO:01000831 droplet -CHEBI:17996 chloride -ENVO:03501316 food production environmental monitoring zone 3 -ENVO:01000266 water vapour -CHEBI:138675 gas molecular entity -FOODON:00001081 Bondon cheese food product -CHEBI:26561 ribonucleotide -ENVO:03400002 area of polar tundra -ENVO:00000353 island arc -UBERON:0000179 haemolymphatic fluid -ENVO:01001151 proplyd -ENVO:01000956 desert-alpine tree line ecotone -ENVO:01001773 thrust fault -ENVO:01000582 landline telephone -ENVO:01001697 atmospheric isobaric surface -ENVO:01001302 estuarine coastal surface layer -FOODON:00001198 broad bean (whole, dried) -CHEBI:39478 buta-1,3-diene -CHEBI:26490 quinate -FOODON:00001069 fermented fruit food product -ENVO:06105104 mesoplastic particle -FOODON:00002762 bean (cooked) -CHEBI:24636 proton -ENVO:01000571 cold-blast paraffin lantern -CHEBI:39479 butadiene -ENVO:01001707 warm front -ENVO:01001344 freshwater seep riverine anchor ice -ENVO:01001517 drift ice mass -ENVO:01000201 subtropical broadleaf forest biome -CHEBI:8108 pheophytin -ENVO:01000500 brick exterior wall -ENVO:00000265 guyot -NCBITaxon:6960 Hexapoda -ENVO:01000273 lime mudstone -ENVO:00000464 artificial harbor -ENVO:01000101 warm surface current -ENVO:00005777 steppe soil -UBERON:0000064 organ part -UBERON:0001456 face -CHEBI:33535 sulfur hydride -FOODON:00001254 plant derived fermented beverage -ENVO:00003044 brine -ENVO:01001338 diurnal marine tidal flow zone -NCBITaxon:3398 Magnoliopsida -UBERON:0009479 ectoderm of buccopharyngeal membrane -UBERON:0005358 ventricle of nervous system -CHEBI:139291 chlorophyll(1-) -ENVO:00000326 sea cave -ENVO:00000423 river island -FOODON:00001076 sake food product -ENVO:01000400 tropical thorn forest -ENVO:00000246 volcanic crater -ENVO:01000428 area of rocky shore -CHEBI:64712 trivalent inorganic cation -ENVO:01001524 frozen land -ENVO:01000561 paraffin lamp -ENVO:01001019 hypereutrophic lake -ENVO:01001349 material decumulation zone -ENVO:00000513 reservoir bed -ENVO:01001797 tropical mixed forest -ENVO:00000145 ice cap -ENVO:00005764 pond soil -ENVO:03501215 nurse call button -ENVO:03501264 squeegee -ENVO:03501259 litter -UBERON:0035804 future mouth -FOODON:00001288 cantaloupe fruit food product -NCBITaxon:33511 Deuterostomia -FOODON:00001248 fish food product -CHEBI:35193 tetraterpene -ENVO:01000637 outer space -ENVO:00000407 subglacial volcano -UBERON:0036654 wall of lateral ventricle -CHEBI:21766 N-methylglycines -PCO:0000029 multi-species collection of organisms -ENVO:00000530 apron -ENVO:03501288 facility -UBERON:0001088 urine +ENVO:00002209 saline lake sediment +FOODON:03400289 USA agency food product type +ENVO:2000045 hydrocarbon-based environmental material +UBERON:0034944 zone of organ ENVO:00005745 allotment garden -ENVO:01001187 holothurian digestive tract -ENVO:01001392 mussel gill tissue material -ENVO:03501358 processing line -ENVO:00002126 aerobic bioreactor -ENVO:02000022 excreta material -CHEBI:35296 ortho-fused polycyclic arene -ENVO:01000019 cave floor -ENVO:01000955 desert tree line ecotone -ENVO:01001895 soda spring -ENVO:00000064 road -ENVO:03501321 food production medium-risk contamination area -NCBITaxon:2696291 Ochrophyta -ENVO:01001071 impact crater -ENVO:01000244 pinyon juniper woodland -ENVO:00005756 lawn soil -CHEBI:166975 soybean oil -NCBITaxon:71000 Pfiesteria -CHEBI:140503 kaolin -ENVO:01000924 plumbing drain -ENVO:01001528 friable-frozen soil -FOODON:03303220 dessert food -UBERON:0001041 foregut -ENVO:01001189 algal material -ENVO:01000189 temperate savanna biome -ENVO:03501217 tissue paper -ENVO:01000220 tropical woodland biome -ENVO:03501369 seam surface -ENVO:00005783 leafy wood soil -ENVO:00000345 grain of beach sand -ENVO:03520004 cloud base -CHEBI:38976 alkylbenzene -CHEBI:36785 carbobicyclic compound -NCBITaxon:1338369 Dipnotetrapodomorpha -ENVO:01001275 solid layer -ENVO:01000413 old plant -ENVO:01001417 silvagenitus cloud -ENVO:01001480 domestic building -ENVO:01001199 terrestrial environmental zone -FOODON:00001071 grape must -NCBITaxon:7004 Locusta migratoria -ENVO:01001017 halo -ENVO:01000536 factory -PO:0000037 shoot axis apex -ENVO:03501307 ceramic -CHEBI:58072 carbon monoxide(1+) -ENVO:01000167 determinate root nodule -ENVO:01000434 sclerophyllous forest -CHEBI:36963 organooxygen compound -CHEBI:22256 adenosine phosphate -NCBITaxon:1892252 Microcoleaceae -ENVO:00000453 liman -NCBITaxon:1163 Anabaena -ENVO:01000348 maize field -CHEBI:16908 NADH -UBERON:0002390 hematopoietic system +ENVO:01001351 ice decumulation zone +ENVO:01001845 hoar +CHEBI:37349 phosphorus oxide +ENVO:03501121 building corridor +CHEBI:63732 1,1-diol +UBERON:0004808 gastrointestinal system epithelium ENVO:00003967 creamery -ENVO:01000886 area of developed space with high usage intensity -UBERON:0002384 connective tissue -ENVO:01000450 salt glacier -NCBITaxon:92621 Acridoidea -ENVO:00000362 marine park area -ENVO:01001397 ultisol -ENVO:00002060 oil sludge -ENVO:03501172 physiotherapy unit facility -ENVO:00000546 lake sediment -ENVO:00002017 metamorphic rock -CHEBI:46666 crocidolite asbestos -ENVO:03500002 public park -ENVO:01000423 living room -UBERON:0019042 reproductive system mucosa -NCBITaxon:9347 Eutheria -ENVO:03600001 chemically contaminated sediment -CHEBI:26178 polyester macromolecule -FOODON:00001192 quinoa food product -ENVO:03501209 bedrail -ENVO:01000412 circalittoral zone -UBERON:0003855 gonad mesenchyme -UBERON:0004290 dermomyotome -ENVO:01000884 area of developed space with low usage intensity -ENVO:01000171 indeterminate root nodule nitrogen fixation zone -UBERON:0000173 amniotic fluid -ENVO:03501184 chiropractic clinic -ENVO:03501168 pain management unit facility -CHEBI:46679 gruenerite -ENVO:02000043 biological product -ENVO:01000803 asteroid -ENVO:00005802 bulk soil -ENVO:00000391 land bridge -CHEBI:29075 mononucleotide -UBERON:0007794 secretion of serous gland -ENVO:01001706 cold front -ENVO:01000443 salt mass -ENVO:01001008 meteor -UBERON:0007285 presumptive paraxial mesoderm -ENVO:03510029 primer (paint) -ENVO:01000458 concrete -ENVO:01000773 village -PO:0009006 shoot system -ENVO:01000490 sandy building floor -ENVO:03000076 slush ice -FOODON:00001088 flaxseed oil -ENVO:01001527 plastic-frozen soil -FOODON:00001224 sausage (cooked) -ENVO:01001783 liquid surface of an astronomical body -ENVO:00000436 tunnel valley -CHEBI:17792 organohalogen compound -ENVO:01000331 cypress swamp -ENVO:03500028 pneumatic drill -ENVO:01000211 temperate coniferous forest biome -ENVO:01000157 microbial mat material -PO:0009008 plant organ -ENVO:06105205 compacted soil -ENVO:01001120 animal manure product -ENVO:00000090 coastal plain -ENVO:00010625 zoological garden -ENVO:03000075 shuga -CHEBI:38166 organic heteropolycyclic compound -ENVO:01000835 cloud droplet -ENVO:03600051 train car -UBERON:0004909 epithelium of gonad -ENVO:01001648 suspended colloidal sediment -UBERON:0000160 intestine -UBERON:0003102 surface structure -ENVO:00000432 monadnock -CHEBI:51584 metallophthalocyanines -ENVO:01000957 double tree line ecotone -ENVO:00000072 aquaduct -NCBITaxon:133551 Eleutherozoa -ENVO:03501303 natural-based polymer -ENVO:00000121 artificial channel -ENVO:01000578 cassette player +ENVO:03501228 trattoria +NCBITaxon:7624 Echinozoa +PO:0006035 shoot system epidermis +ENVO:00000317 tidal pool +ENVO:01001028 sediment permeated by freshwater +FOODON:00002175 prepared hen egg product +ENVO:00000236 dambo +ENVO:01000125 marine littoral zone UBERON:0007109 meconium -CHEBI:33745 copper group molecular entity -ENVO:00003084 trimethylamine enriched soil -FOODON:00001039 cured meat food product -CHEBI:36562 main-group coordination entity -ENVO:2000003 agricultural wastewater treatment plant -FOODON:00001190 rye food product -FOODON:00001134 bovine meat food product -ENVO:01000355 vegetation layer -ENVO:01000127 marine cold seep biome +ENVO:01000192 tropical grassland biome CHEBI:26820 sulfates -UBERON:0001797 vitreous humor -FOODON:00001274 egg food product -ENVO:01000002 water well -ENVO:00000141 bank -NCBITaxon:169697 Arecoideae -ENVO:01000233 intermediate lava -UBERON:0000178 blood -FOODON:00001262 botanical fruit food product -ENVO:01000496 straw exterior wall -ENVO:01001222 commercial building -ENVO:01000215 temperate shrubland biome -ENVO:00000268 lake bed -ENVO:00000525 canalized stream -CHEBI:33839 macromolecule -ENVO:01000275 structural basin -ENVO:01000761 polar stratospheric cloud -ENVO:00003869 straw -ENVO:01001177 arable land -NCBITaxon:3367 Cupressaceae -ENVO:01000320 marine environment -ENVO:01000575 wax -ENVO:00002275 technosol -ENVO:03501244 Bailey bridge -ENVO:01000781 public building -ENVO:00000237 hydromorphic/phreatic dambo -ENVO:2000002 industrial wastewate treatment plant -CHEBI:29347 monocarboxylic acid amide -ENVO:01000749 oceanic crust -FOODON:03302082 beef (dehydrated) -ENVO:03600087 greenhouse -ENVO:01001340 semi-diurnal marine tidal flow zone -CHEBI:33306 carbon group element atom -CHEBI:2571 aliphatic alcohol -ENVO:01001072 anoxic lake -ENVO:03000114 seasonal snow patch -ENVO:00000279 saline pan -CHEBI:51689 enone -ENVO:01000440 dacitic volcano -ENVO:01001512 congelation sea ice -ENVO:01000032 neritic pelagic zone biome -ENVO:02000031 breast milk material -ENVO:03600033 residential backyard -ENVO:01000198 mixed forest biome -CHEBI:26979 organic heterotricyclic compound -ENVO:00000209 marine photic zone -ENVO:03501227 steakhouse -ENVO:00000245 maar -CHEBI:22984 calcium atom -ENVO:03000004 glacial ice -ENVO:03501269 packaging machine -ENVO:00000541 brackish pond -ENVO:00000351 volcanic arc -ENVO:03501238 hillock +ENVO:01001679 fluid front +ENVO:00002057 raw primary sludge +ENVO:00000094 volcanic feature +ENVO:03501345 temporary residence FOODON:03400147 milk or milk product analog (us cfr) -NCBITaxon:12965 Bathymodiolus -CHEBI:17972 ribonucleoside triphosphate -ENVO:03501114 public train -ENVO:01001030 environment determined by a metazoan secretion -ENVO:01000762 sparsely populated settlement -ENVO:00002184 subsurface landform -ENVO:01001464 UNEP-WCMC class 4 mountain -FOODON:00001291 clam food product +ENVO:00005747 compost soil +ENVO:01000443 salt mass +FOODON:00001020 beer wort food product +ENVO:00000161 banana plantation +ENVO:00002117 creosote contaminated soil +CHEBI:35427 ortho-fused polycyclic hydrocarbon +UBERON:0000923 germ layer +UBERON:0005423 developing anatomical structure +ENVO:00000182 plateau +UBERON:0007688 anlage +CHEBI:60272 aluminium ion +UBERON:0000328 gut wall +ENVO:00000183 stony desert +UBERON:0003350 epithelium of mucosa +ENVO:00000269 land-tied island +FOODON:00001037 vacherin mont dor cheese food product +ENVO:01001043 hypersaline water environment +UBERON:0010000 multicellular anatomical structure +ENVO:03000139 ice fog +ENVO:03600007 formation fluid +ENVO:01001354 volcanic crater glacier +CHEBI:33238 monoatomic entity +ENVO:03501347 hotel +FOODON:00001158 pomaceous fruit food product +CHEBI:33350 chromium group element atom +UBERON:0002443 choroidal blood vessel +FOODON:00002029 melon food product +FOODON:00001156 citrus fruit juice +NCBITaxon:71275 rosids +ENVO:04000013 particulate organic carbon +ENVO:03600084 lichen material +ENVO:01001712 free atmosphere +ENVO:01001345 floating ice mass ENVO:01000187 subtropical savanna biome -ENVO:01000052 marine white smoker biome -ENVO:03501249 suspension bridge -CHEBI:50312 onium compound -FOODON:00001053 fermented dairy food product -ENVO:00002146 xylene contaminated soil -CHEBI:30216 alpha-particle -ENVO:01001124 giant gas planet -CHEBI:33315 monoatomic helium -FOODON:00001640 berry food product -ENVO:03501211 door handle -CHEBI:33575 carboxylic acid -ENVO:01001320 fresh water body -ENVO:02000035 oronasal secretion material -ENVO:01001836 montane biome -FOODON:00001275 hen egg food product -UBERON:0002346 neurectoderm -ENVO:01000799 astronomical body -ENVO:00000338 vomit material -ENVO:01000195 flooded grassland biome -CHEBI:36683 organochlorine compound -ENVO:00000311 kettle -ENVO:01000934 restaurant -CHEBI:33308 carboxylic ester -UBERON:0005856 developing mesenchymal condensation -ENVO:01001673 fluid surface layer -ENVO:01000945 primary microplastic particle -ENVO:03605004 epipsammon -ENVO:01001207 ranch -ENVO:03600060 touchscreen -NCBITaxon:1117 Cyanobacteria -ENVO:00000555 check dam -UBERON:0000063 organ subunit -CHEBI:33582 carbon group molecular entity -ENVO:00005800 desert sand -ENVO:00000507 wadi mouth -ENVO:01001347 glacial equlibrium line -FOODON:00002275 steeped beverage product -ENVO:00000003 mine tailing -ENVO:01000072 marine Taylor column -ENVO:01001885 submerged landform -UBERON:0036661 wall of ventricular system of brain -ENVO:01000567 paraffin lantern -ENVO:02000025 sweat material -ENVO:01000484 container glass -CHEBI:29241 silicate(4-) -CHEBI:33958 halide salt -ENVO:03600065 spring water -ENVO:00002112 gold mine drainage -CHEBI:82664 iron(0) -ENVO:01000736 phacolith -UBERON:0004185 endodermal part of digestive tract -ENVO:03501166 ophthalmology unit facility -ENVO:03501232 movie theater -ENVO:02000090 ash -ENVO:01000579 television set -ENVO:00000247 volcano -ENVO:00002251 planosol -FOODON:00002044 mollusc food product -ENVO:01000522 latrine pit -ENVO:01001538 frost-formed hummock -ENVO:01001143 lava planet -ENVO:01001144 sub-Earth -ENVO:00000478 range of mounts -ENVO:03500007 noisy environment -ENVO:00000518 ditch mouth -FOODON:00001859 flaxseed food product -ENVO:00000376 biosphere reserve -ENVO:00000394 strait -UBERON:0010042 1st arch mesenchyme -ENVO:03000072 second year ice -ENVO:01000777 nurdle -ENVO:01000272 mudstone -OBI:0100026 organism -ENVO:03501332 occupational environment -UBERON:0034878 prechordal mesoderm -UBERON:0000125 neural nucleus -ENVO:00000233 swamp ecosystem -CHEBI:33499 uranium molecular entity -FOODON:00001261 vegetable food product -ENVO:00000070 human construction -CHEBI:51129 nitrohydrocarbon -ENVO:00000342 ice cap dome -ENVO:03000069 young ice -ENVO:2000009 sub-bitumous coal -CHEBI:46890 silicon hydroxide +ENVO:01001232 sapropelic kerogen +ENVO:00000234 bayou +NCBITaxon:6548 Mytilus +CHEBI:30563 silicon dioxide +ENVO:00000295 fish hatchery +ENVO:03501194 long-term care facility +PO:0006016 leaf epidermis +ENVO:00003861 industrial building +ENVO:00003064 drinking water +PO:0000112 shoot axis epidermis +UBERON:0003929 digestive tract epithelium +CHEBI:25367 molecule +ENVO:01000468 fence +CHEBI:37602 allenes +NCBITaxon:33208 Metazoa +CHEBI:63734 ketone hydrate +ENVO:06105102 megaplastic particle +ENVO:00002256 regosol ENVO:00000285 quicksand bed -ENVO:00005750 grassland soil -ENVO:02000157 municipal landfill -CHEBI:35294 carbopolycyclic compound -ENVO:02000038 pus material -NCBITaxon:3193 Embryophyta -CHEBI:26401 purines -CHEBI:61250 brevetoxin A -ENVO:01000218 xeric shrubland biome -FOODON:00001164 tomato food product -ENVO:01001138 carbon dioxide ice -ENVO:01000298 continental margin -ENVO:03500021 gasoline vapor -ENVO:00005755 field soil -CHEBI:26677 silicon molecular entity -ENVO:03400001 area of alpine tundra +ENVO:01000270 claystone +ENVO:00000209 marine photic zone +ENVO:01000984 grocery store +PO:0025385 cutin +ENVO:2100006 feather environment +CHEBI:36908 argon molecular entity +UBERON:0007914 bone of craniocervical region +ENVO:1000750 depositional island +ENVO:03501120 dairy farm +ENVO:01000061 marine wind mixed layer +ENVO:01000905 shrimp pond +ENVO:01000201 subtropical broadleaf forest biome +ENVO:03000033 marine sediment +ENVO:03501181 tertiary referral hospital +ENVO:01000386 temperate deciduous needleleaf forest +ENVO:03501370 stagnant water +UBERON:3000977 body external integument structure +CHEBI:23016 carbonates ENVO:00000289 horst -FOODON:00001241 processed pork meat food product -CHEBI:37163 glucan -FOODON:00001133 condiment food product -FOODON:00001041 beef food product -ENVO:03510031 oil-based paint -CHEBI:27573 silicon atom -ENVO:01001785 land -UBERON:0003064 intermediate mesoderm -ENVO:01001172 IUCN protected landscape/seascape -NCBITaxon:198592 Umezakia -CHEBI:26935 tetraterpenoid -ENVO:01001687 mass of solid material -ENVO:03501311 environmental monitoring area -ENVO:00000476 lake inlet -ENVO:01000079 marine lysocline -PCO:1000004 microbial community -UBERON:0007237 1st arch mandibular component -ENVO:00000389 intermittent wetland -CHEBI:23377 copper molecular entity -CHEBI:65212 polysaccharide derivative -ENVO:00000413 pingo -FOODON:00001021 acifified beer wort food product -ENVO:00000490 consequent stream -ENVO:00002140 cobble -FOODON:00001181 food (cooked) -FOODON:00001153 muskmelon (Cucumis melo) fruit food product -NCBITaxon:7088 Lepidoptera -CHEBI:37376 tetraphosphorus decaoxide -ENVO:03510014 India ink -ENVO:00002247 nitisol -ENVO:01000588 sofa -CHEBI:36916 cation -CHEBI:33608 hydrogen molecular entity -UBERON:0001890 forebrain -ENVO:02000124 lead paint -ENVO:00002196 aquarium -UBERON:0001007 digestive system -ENVO:01000436 waterborne particulate matter -ENVO:01001204 alluvial deposit -ENVO:01001099 divergent plate boundary -NCBITaxon:41944 Myrtales -CHEBI:59202 straight-chain fatty acid -ENVO:01000925 abattoir -FOODON:00002266 soybean food product -ENVO:01000811 nitrogen-oxygen planetary atmosphere -ENVO:00000468 hydroelectric dam -ENVO:00000421 wave-cut platform -ENVO:00000438 alas +CHEBI:46681 anthophyllite +CHEBI:33253 nucleon +CHEBI:39478 buta-1,3-diene +CHEBI:36340 fermion +ENVO:01001404 ecological province +ENVO:00000213 marine mesopelagic zone +UBERON:0005157 epithelial fold +ENVO:00000392 ice tongue +FOODON:03400840 beverage (non-milk) (eurofir) +ENVO:03501265 public toilet CHEBI:35604 carbon oxoanion -ENVO:00003085 skatole enriched soil -FOODON:03301977 beverage food product -ENVO:01000416 ultrafine respirable suspended particulate matter -ENVO:01001651 particulate matter in a hydrosphere -FOODON:00001276 apple cider (alcoholic) -CHEBI:37826 sulfuric acid derivative -UBERON:0000982 skeletal joint -CHEBI:51958 organic polycyclic compound -FOODON:00002403 food material -ENVO:00002234 acrisol -ENVO:03501213 light switch -ENVO:01000649 trench -ENVO:00002185 oil reservoir -ENVO:00000046 hedge -UBERON:0000323 late embryo -ENVO:01000548 eutrophic lake -ENVO:03501297 meat processing plant -ENVO:1000750 depositional island -ENVO:03600039 fermentation pit -ENVO:00002231 alisol -ENVO:01000360 solutional cave +CHEBI:46664 chrysotile +ENVO:01000487 brick building floor +CHEBI:25362 elemental molecule +ENVO:01000407 littoral zone +ENVO:01001049 non-saline sediment environment +CHEBI:80770 Brevetoxin B +ENVO:00002926 warm seep +ENVO:03510019 cleaning agent +ENVO:00000152 anabranch +FOODON:03400969 50221200 - processed cereal products (gs1 gpc) +NCBITaxon:1205 Trichodesmium +CHEBI:46718 sulfide salt +CHEBI:27560 boron atom +ENVO:01001709 katafront +ENVO:00000561 military training area +ENVO:03510001 brake fluid +ENVO:01001800 tropical moist broadleaf forest +ENVO:01001428 water-based cloud +ENVO:02000036 saliva material +CHEBI:24373 glycine derivative +NCBITaxon:1117 Cyanobacteria +ENVO:01000763 rural settlement +FOODON:00001250 fish egg food product +CHEBI:36342 subatomic particle +ENVO:03501137 hospital unit facility +ENVO:00000206 marine neritic zone +ENVO:00000178 levee +UBERON:0000463 organism substance +ENVO:01000860 temperate marine upwelling biome +ENVO:03501127 conference venue +ENVO:00000022 river +ENVO:03600061 shipwreck +ENVO:03501279 tenement +ENVO:00003044 brine +ENVO:00002270 chemocline +ENVO:02000124 lead paint +ENVO:01001281 paved parking lot +ENVO:01000844 fog +ENVO:01001009 photometeor +ENVO:01000075 marine thermocline +FOODON:00002664 lipid food product +ENVO:00002239 calcisol +CHEBI:190295 inorganic calcium salt +ENVO:03501248 overpass +UBERON:0004237 blood vessel smooth muscle +ENVO:01000227 tropical dry broadleaf forest biome +ENVO:01001819 cell culturing unit +CHEBI:139292 chlorophyllide(2-) +CHEBI:15996 GTP +ENVO:06105201 water table +ENVO:00000190 abyssal feature +ENVO:01000085 plume front +ENVO:01000608 boat +ENVO:01000276 ecoregion +CHEBI:50816 iron oxide +ENVO:03600033 residential backyard +ENVO:03500028 pneumatic drill +FOODON:00001023 mammalian milk butter +ENVO:01001629 polymetallic nodule ecosystem +ENVO:00002059 biosolids +ENVO:03510002 automatic transmission fluid +CHEBI:36928 carbon-13 atom +ENVO:00005768 orchid soil +ENVO:01001101 transform plate boundary +ENVO:01001704 subpolar environment +ENVO:00000558 diversionary dam +ENVO:00005740 paddy field soil +UBERON:0003077 paraxial mesoderm +ENVO:01001786 inland sea +ENVO:00000156 desert oasis +ENVO:01001794 temperate broadleaf forest +ENVO:02000008 cell culture +ENVO:00009726 strand crack +UBERON:0007811 craniocervical region +ENVO:00000134 permafrost +ENVO:01000583 refrigerator +ENVO:01000148 marine coral reef buttress zone +ENVO:01000752 area of barren land +CHEBI:35605 carbon oxoacid +CHEBI:37622 carboxamide +ENVO:00000073 building +ENVO:00000109 woodland area +ENVO:01000647 asthenosphere +ENVO:01000169 indeterminate root nodule active meristem +ENVO:00005749 farm soil +ENVO:03600037 eutrophic pond +ENVO:01000921 closed animal house ENVO:01001535 floeberg -CHEBI:26217 potassium molecular entity -ENVO:03000113 snow patch -ENVO:01001324 estuarine tidal riverine coastal pycnocline -ENVO:01000501 burnt brick -ENVO:01001481 public prison -CHEBI:37997 homopolymer macromolecule -ENVO:01001370 tundra ecosystem -ENVO:02000113 welding fume -NCBITaxon:169705 Cocoseae -ENVO:03000034 shallow marine sediment -BFO:0000040 material entity -ENVO:03600020 tailings dam -CHEBI:25567 nitrous acid -ENVO:03501254 water tank -ENVO:01001540 simple valley glacier -CHEBI:167559 glycan -FOODON:00003341 brassica food product -ENVO:00000166 atoll -ENVO:01000080 pelagic isothermal surface -CHEBI:49992 argon(.1+) -ENVO:01000468 fence -ENVO:01001006 rainbow -ENVO:00002035 meteorite -CHEBI:24866 salt -FOODON:00001172 nut food product -CHEBI:5186 fucoxanthin -FOODON:00002364 wine or wine-like food product -ENVO:00002198 fresh water aquarium -ENVO:03605006 stream water -UBERON:0005157 epithelial fold -ENVO:01000301 estuarine water -FOODON:00001281 custard dessert food product -ENVO:01001813 construction -UBERON:0003566 head connective tissue -ENVO:00003863 food processing building -ENVO:01000339 polar biome -FOODON:03400213 fudge (us cfr) -ENVO:00000451 amenity lake -FOODON:03301103 orange juice -UBERON:0005983 heart layer -ENVO:01001534 tabular iceberg -FOODON:00002333 vegetable pickle food product -ENVO:01000885 area of developed space with medium usage intensity +ENVO:01000470 building envelope +ENVO:01001517 drift ice mass +FOODON:00001298 unpasteurized camel milk beverage +ENVO:00000394 strait +CHEBI:36785 carbobicyclic compound +CHEBI:84055 pentose phosphate +CHEBI:36352 neutrino +ENVO:03501226 greasy spoon ENVO:01000424 patio -ENVO:02000138 mangrove biome soil -ENVO:03501178 rheumatology unit facility -ENVO:00000230 coastal wetland ecosystem -ENVO:02000133 nuclear reactor -CHEBI:46682 anthophyllite asbestos -UBERON:0007779 transudate -ENVO:01001305 vegetated area -ENVO:01000502 unburnt brick -ENVO:01000842 smog -ENVO:01001074 lake with a hypoxic hypolimnion -ENVO:00001996 mine drainage -UBERON:0010341 1st arch mesenchyme from head mesenchyme -FOODON:00001255 nonfermented plant derived beverage product -ENVO:01000368 anchialine pool -ENVO:01000864 mouth of liquid discharge conduit -UBERON:0010740 bone of appendage girdle complex -ENVO:01000243 boulder -ENVO:01000585 desk -ENVO:03501177 radiotherapy unit facility -ENVO:03501324 latex -CHEBI:37403 copper coordination entity -ENVO:03000074 grease ice layer -FOODON:00001136 distilled fermented beverage -CHEBI:49828 praseodymium atom -ENVO:01001469 observing system -PO:0025430 phyllome anlagen -UBERON:0000930 stomodeum -CHEBI:46670 serpentine mineral -ENVO:03501300 manure -ENVO:00000532 intermittent saline evaporation pond -CHEBI:24061 fluorine atom -FOODON:00002501 multi-component food product -CHEBI:62968 crystalline cellulose -ENVO:01001482 tornado -ENVO:06105111 natural plastic -ENVO:01000752 area of barren land -ENVO:01000530 ventilated improved pit latrine -ENVO:00000127 badland -ENVO:02000136 research nuclear reactor -ENVO:00000029 watercourse -ENVO:03501197 institutional building -ENVO:00000335 polygonal karst -ENVO:01001555 frozen lead -CHEBI:50594 carbon nanotube -ENVO:01000291 cold polymictic lake -ENVO:00002450 ocean basin -ENVO:01001475 omics observatory system -UBERON:0007245 nuclear complex of neuraxis -ENVO:01001043 hypersaline water environment -ENVO:01001003 non-saline environment -ENVO:00000257 flood fringe -ENVO:01001322 estuarine open water lower water column -ENVO:00000455 tarn -ENVO:03501153 surgical intensive care unit facility -ENVO:01000277 water ice -CHEBI:33432 monoatomic chlorine -UBERON:0012314 embryonic facial prominence -ENVO:03501314 food production environmental monitoring zone 1 -ENVO:00000225 highly stratified estuary -ENVO:03510007 gasoline -NCBITaxon:1892263 Hapalosiphonaceae -ENVO:01000263 cold seep -CHEBI:25699 organic ion -FOODON:00001233 nut oil food product -UBERON:0001046 hindgut -ENVO:00002063 oil seep -CHEBI:21656 N-acyl-hexosamine -ENVO:00005738 foamy environmental material -ENVO:01000643 inner planetary core -CHEBI:51447 organic univalent group -ENVO:00002262 clay soil -PO:0009007 portion of plant tissue -ENVO:01001518 drifting sea ice mass -CHEBI:33595 cyclic compound -ENVO:00000226 saline wedge estuary -ENVO:00002181 neutral hot spring -UBERON:0036146 cardiopharyngeal field -ENVO:00000060 underground stream -ENVO:01000488 wooden building floor -NCBITaxon:1437180 Acrogymnospermae -UBERON:0003084 heart primordium -FOODON:00001158 pomaceous fruit food product -ENVO:00000307 icefall -ENVO:03501165 oncology unit facility -ENVO:03510018 resin -ENVO:01001428 water-based cloud -ENVO:01000808 dwarf planet -UBERON:0014387 mesenchyme derived from neural crest -UBERON:0000477 anatomical cluster -ENVO:2000001 creosote -ENVO:01001273 liquid layer -ENVO:00002206 coal mine waste material -ENVO:00000142 stream bank -UBERON:0000490 unilaminar epithelium -ENVO:01001890 chalybeate spring -ENVO:00000043 wetland area -CHEBI:17790 methanol -CHEBI:33663 cyclic hydrocarbon -CHEBI:35295 homopolycyclic compound -UBERON:0015410 heart plus pericardium -FOODON:00001215 cacao food product -CHEBI:36688 heterotricyclic compound -ENVO:00000197 endorheic lake -ENVO:03600068 ice wedge -UBERON:0005498 primitive heart tube -CHEBI:61292 guanyl nucleotide -FOODON:03400874 GS1 Global Product Classification (GPC) -CHEBI:36352 neutrino -CHEBI:2706 Anatoxin a -ENVO:00000270 beaver pond -CHEBI:35428 ortho-fused bicyclic hydrocarbon -ENVO:00003094 L-(+)-tartrate enriched soil -UBERON:0002342 neural crest -ENVO:00000288 cotton plantation -ENVO:01000921 closed animal house -ENVO:01001326 estuarine tidal riverine open water surface layer -UBERON:0010258 mesenchyme from rhombencephalic neural crest -FOODON:03316694 vegetable fat food product -ENVO:01000951 natural environment -ENVO:00000856 city -FOODON:00001282 ground beef food product -CHEBI:30225 positron -ENVO:01000139 animal carcass fall -CHEBI:27364 zinc molecular entity -ENVO:03501161 nephrology unit facility -UBERON:0011300 gray matter of telencephalon -CHEBI:36976 nucleotide -ENVO:01000551 paraffin oil -ENVO:00000550 range of seamounts -ENVO:01000231 lava -FOODON:00001197 bambara groundnut food product -ENVO:03500004 bike path -CHEBI:30356 isobutyl group -CHEBI:33266 diatomic nitrogen -ENVO:00000412 tidal watercourse -ENVO:02000143 sugar refinery -ENVO:03000005 erosionally enriched glacial ice -NCBITaxon:7496 Pterygota -ENVO:03501149 geriatric intensive care unit facility -ENVO:03600006 food waste -FOODON:03310387 oil -CHEBI:36980 pyridine nucleotide -ENVO:01001062 crater lake -ENVO:2100000 anatomical entity environment -CHEBI:26191 polyol -ENVO:00000005 first-order administrative region -UBERON:0011779 nerve of head region -CHEBI:155827 argon-39 atom -ENVO:01000766 legal settlement -ENVO:00003096 tap water -ENVO:01000153 sulphate-reducing sediment -NCBITaxon:50557 Insecta -RO:0002577 system -UBERON:0005178 thoracic cavity element -CHEBI:35757 monocarboxylic acid anion -ENVO:03501310 switch -ENVO:01000004 concentration basin mediterranean sea biome -CHEBI:60029 homopolymer -CHEBI:22506 aminoglycan -ENVO:01001028 sediment permeated by freshwater -ENVO:01000095 marginal ice zone front -ENVO:00000304 shore -ENVO:01001381 oceanic mussel reef -UBERON:0016879 future central nervous system -ENVO:00003030 silage -UBERON:0011892 anterior uvea -FOODON:00001635 bean food product -PO:0000112 shoot axis epidermis -NCBITaxon:9526 Catarrhini -ENVO:02000135 fast neutron reactor -NCBITaxon:28073 Lyngbya -ENVO:01001547 land ice mass -ENVO:01001817 biomaterial culturing unit -ENVO:00000347 grain of sea sand -ENVO:01000070 terrigenous sediment -UBERON:0003056 pre-chordal neural plate -ENVO:03501291 broiler -CHEBI:28976 carbonic acid -NCBITaxon:58019 Pinopsida -ENVO:00003040 animal house -FOODON:00001061 bacon food product -CHEBI:25940 peroxides -UBERON:0006568 hypothalamic nucleus -ENVO:03501204 prison facility -CHEBI:41609 carbonate -ENVO:00000081 mountain -ENVO:03600017 slurry -NCBITaxon:2157 Archaea -ENVO:00003864 bakery -ENVO:01001873 hatchery -ENVO:00000032 bay -ENVO:01000433 needleleaf forest -ENVO:00005770 beech forest soil -ENVO:01001794 temperate broadleaf forest -CHEBI:73113 divinyl chlorophyll a -CHEBI:25741 oxide -ENVO:03000013 cirque glacier -ENVO:06105005 thermoset polymer -ENVO:00000385 stream mouth -ENVO:01000797 gaseous environmental material -ENVO:03000068 nilas -UBERON:0003729 mouth mucosa -NCBITaxon:1798711 Cyanobacteria/Melainabacteria group -ENVO:01000333 hillside -ENVO:01001092 tectonic lake -CHEBI:37407 cyclic ether -ENVO:00000206 marine neritic zone -ENVO:01000543 atmospheric layer -ENVO:03501351 ground transport -ENVO:03501334 child care facility -UBERON:0004122 genitourinary system -ENVO:06105010 plastic pellet -ENVO:01000389 temperate mixed broadleaf forest -CHEBI:37404 elemental copper -ENVO:00000318 high tide zone -ENVO:00002173 hospital -NCBITaxon:1804623 Chenopodiaceae -ENVO:00000082 hill range -ENVO:01000552 natural gas -ENVO:00002049 stony meteorite -UBERON:0012480 cloacal mucosa -UBERON:0003073 lens placode -ENVO:2000004 algal bloom -ENVO:00002870 adobe -ENVO:00000066 man-made tunnel -ENVO:03000007 blue ice -CHEBI:49936 uranium(0) -UBERON:0010225 thalamic complex -NCBITaxon:89593 Craniata -ENVO:00000037 ditch -ENVO:00002177 1,4-dioxane contaminated sludge -ENVO:2000044 coke -ENVO:00004638 sawmill -UBERON:0001003 skin epidermis -CHEBI:33560 p-block element atom -CHEBI:33847 monocyclic arene -ENVO:00009726 strand crack -UBERON:0001778 ciliary epithelium -ENVO:00000011 garden -ENVO:00000560 nuclear weapons test site -CHEBI:26714 sodium salt -CHEBI:16183 methane -ENVO:03500019 lead solder -ENVO:00000071 fault cave -CHEBI:139292 chlorophyllide(2-) -UBERON:0001796 aqueous humor of eyeball -ENVO:00003860 pig manure -FOODON:00001279 cake icing food product -ENVO:06105012 biota -ENVO:01001031 environment determined by a plant substance -UBERON:0011822 dense irregular connective tissue -FOODON:03400650 02 vegetables (ccpr) -UBERON:0010303 extraembryonic epithelium -NCBITaxon:10239 Viruses -ENVO:01001203 alluvial sediment -ENVO:01001284 barium dust -ENVO:01000632 chonolith -UBERON:0000077 mixed endoderm/mesoderm-derived structure -ENVO:01000117 granular sediment -FOODON:00001278 cake food product -CHEBI:36878 inorganic radical ion -ENVO:00002046 activated sludge -ENVO:01000591 bed frame -ENVO:03600032 embankment dam -FOODON:03400852 miscellaneous food product (eurofir) -CHEBI:27338 xylene -UBERON:0000078 mixed ectoderm/mesoderm/endoderm-derived structure -UBERON:0000020 sense organ -FOODON:03400257 fruit or vegetable product (us cfr) -ENVO:00000416 coastal dune -ENVO:03501320 food production low-risk contamination area -ENVO:00000096 caldera -UBERON:0000021 cutaneous appendage -ENVO:01000750 Mohorovicic discontinuity -FOODON:00001056 flour food product -ENVO:00000123 political entity -ENVO:00002158 ditch water -ENVO:01001820 cultured organic material -ENVO:01001554 surface layer of a water body -ENVO:03000000 neve -ENVO:01000239 oak woodland -NCBITaxon:7001 Caelifera -ENVO:03501275 corn exchange -CHEBI:62764 reactive nitrogen species -CHEBI:33362 nickel group element atom -ENVO:00002239 calcisol -ENVO:01000396 tropical sclerophyllous dry forest -ENVO:00000079 flume -NCBITaxon:27549 Oedipodinae -UBERON:0001085 skin of trunk -ENVO:01001543 water ice surface layer -ENVO:06105102 megaplastic particle -ENVO:01001142 iron planet -ENVO:00003911 sake brewery -ENVO:00000357 lock -ENVO:01001676 marine cline -ENVO:00000013 cave system -FOODON:03460231 chocolate or cocoa -UBERON:0011362 cranial blood vasculature -ENVO:01001882 surface hoar -ENVO:00000140 drainage ditch -CHEBI:33559 s-block element atom -NCBITaxon:3313 Pinidae -ENVO:01001715 cold occluded front -ENVO:01000524 outhouse -ENVO:00002061 oil spill -ENVO:00000148 riffle -CHEBI:33336 lanthanum atom -ENVO:00005775 salt contaminated soil -ENVO:01000177 grassland biome -ENVO:01000020 estuarine biome -FOODON:00001147 plant root food product -UBERON:0000479 tissue -CHEBI:33321 rare earth metal atom -UBERON:0014703 anal membrane ectodermal component -FOODON:00001613 apple vinegar food product -UBERON:0004535 cardiovascular system -ENVO:01000857 temperate mediterranean sea biome -ENVO:00005791 sterile water -ENVO:00000485 sea shore -ENVO:00000500 beaver dam -ENVO:01000276 ecoregion -CHEBI:37121 guanosine 5'-phosphate -NCBITaxon:365482 Salicornia pacifica -ENVO:03501260 sewing table -FOODON:00001111 equine dairy food product -ENVO:01000859 tropical marine upwelling biome -ENVO:03501333 child care environment -ENVO:00002015 volcanic rock -ENVO:01001383 area of attached Modiolus assemblages -ENVO:01000270 claystone -ENVO:01001620 mass of ice and snow -FOODON:00002115 pigeon pea vegetable food product -ENVO:01000851 methane clathrate -ENVO:06105006 piece of plastic foam -ENVO:00000250 medial moraine -FOODON:00001131 poultry meat food product -CHEBI:16042 halide anion -CHEBI:53310 copolymer macromolecule -ENVO:01001476 body of liquid -UBERON:0007829 pectoral girdle bone -ENVO:01001708 anafront -ENVO:01000828 humid air -ENVO:00000446 terrestrial biome -ENVO:06105238 residual water in soil -ENVO:00003963 warehouse -CHEBI:33653 aliphatic compound -ENVO:01001055 environment associated with an animal part or small animal -ENVO:01000364 glacier cave -CHEBI:36338 lepton -ENVO:03000035 supraglacial lake -ENVO:01001681 weather front -CHEBI:33341 titanium atom -FOODON:00001080 tape kefan food product -ENVO:01000384 tropical lowland evergreen broadleaf rain forest -UBERON:0003104 mesenchyme -ENVO:01000274 slate -NCBITaxon:35493 Streptophyta -CHEBI:37022 amino-acid anion -ENVO:03510057 permanent hair dye -FOODON:00001162 grape extract -ENVO:00000501 submerged bed -ENVO:03501290 supermarket -ENVO:03501368 conveyor roller -ENVO:01000607 animal-drawn cart -ENVO:01001264 area designated for waste storage -ENVO:03600072 ophiolites -ENVO:03000073 multiyear ice -ENVO:00000068 tunnel -CHEBI:30512 silver atom -ENVO:01001525 hard-frozen soil -ENVO:00000076 mine -ENVO:01001075 hypoxic lake -ENVO:03501132 fire station -ENVO:02000103 metallic dust -ENVO:00010622 vivarium -CHEBI:134179 volatile organic compound -ENVO:03520001 middle atmospheric level -NCBITaxon:314293 Simiiformes -ENVO:00000176 elevated landform -ENVO:01001068 meteoroid -UBERON:0011215 central nervous system cell part cluster -CHEBI:33583 noble gas molecular entity -ENVO:01001018 hypereutrophic water -ENVO:01001808 montane grassland -ENVO:01000144 marine coral reef flat zone -CHEBI:36359 phosphorus oxoacid derivative -ENVO:00002124 anaerobic bioreactor -UBERON:0000923 germ layer -ENVO:06105007 plastic film -CHEBI:46678 amosite asbestos -CHEBI:62967 amorphous cellulose -ENVO:01001685 bubble -ENVO:01000035 oceanic epipelagic zone biome -NCBITaxon:6548 Mytilus -ENVO:00000075 bridge -CHEBI:33676 d-block molecular entity -UBERON:0004120 mesoderm-derived structure -CHEBI:35776 arsenic oxoanion -ENVO:00000361 site of special scientific interest -ENVO:01001133 mega-Earth -CHEBI:33861 transition element coordination entity -ENVO:02000096 iron ore -UBERON:0012112 ingested food -CHEBI:36244 dicarboxylic acid monoester -ENVO:00005759 alluvial paddy field soil -CHEBI:78616 carbohydrates and carbohydrate derivatives -CHEBI:33598 carbocyclic compound -UBERON:0004139 cardiogenic plate -FOODON:03401095 50192900 - pasta/noodles (gs1 gpc) -FOODON:00001878 frozen dairy dessert -ENVO:03500010 shady environment -ENVO:01000297 freshwater river -UBERON:0001277 intestinal epithelium -ENVO:01001497 carbonate system of ocean water -ENVO:01001484 fire whirl -ENVO:00005773 pasture soil -UBERON:0007010 cleaving embryo -CHEBI:64708 one-carbon compound -ENVO:00000284 quarry -CHEBI:33317 boron group element atom -CHEBI:51959 organic tricyclic compound -ENVO:00000481 pinnacle -UBERON:0009142 entire embryonic mesenchyme -CHEBI:33581 boron group molecular entity -UBERON:0000075 subdivision of skeletal system -ENVO:00000224 slightly stratified estuary -ENVO:01000871 puddle of water -ENVO:01000352 field -FOODON:00001200 cowpea (pulse) food product -ENVO:00000322 volcanic cave -ENVO:00000549 container of an intermittent water body -FOODON:03400803 seafood product (eurofir) -ENVO:01000545 ionosphere -ENVO:00002012 hypersaline water -FOODON:00001015 plant food product -ENVO:01000022 marine salt marsh biome -ENVO:00000526 cliff cleft -ENVO:01001269 area of developed space -ENVO:00000561 military training area -FOODON:03400164 dairy product (us cfr) -ENVO:01000390 temperate mixed needleleaf forest -CHEBI:37217 titanium molecular entity -ENVO:00000371 complex volcano -ENVO:00003919 research station -ENVO:06105115 fishing gear -FOODON:00001148 potato food product -ENVO:00002129 anaerobic sludge -UBERON:0002546 cranial placode -PO:0025157 phyllome epidermis -FOODON:00001879 frozen dairy food product -UBERON:0001089 sweat -ENVO:03501294 preprocessing plant -ENVO:03600075 oil mill -ENVO:00000211 marine bathypelagic zone -CHEBI:15422 ATP -FOODON:03400231 margarine (us cfr) -ENVO:03000015 geographic basin -ENVO:01000754 fumarole-derived ice tower -ENVO:01000024 marine benthic biome -ENVO:01000038 oceanic abyssopelagic zone biome -NCBITaxon:71240 eudicotyledons -ENVO:01000599 river water -ENVO:00010623 dolomite -ENVO:03501327 utensil -UBERON:0009881 anterior lateral plate mesoderm -UBERON:0000911 chyle -ENVO:01000190 flooded savanna biome -CHEBI:33744 iron group molecular entity -ENVO:01000398 temperate freshwater swamp forest -ENVO:03501140 chaplaincy unit facility -CHEBI:155908 copper tetrapyrrole -ENVO:01001369 tidal mangrove shrubland -ENVO:01000809 minor planet -ENVO:01000064 marine downwelling -FOODON:00001196 pigeon pea (whole, dried) -ENVO:01000219 anthropogenic terrestrial biome -CHEBI:36914 inorganic ion -ENVO:00000398 volcanic cone -ENVO:00002019 brackish water -ENVO:01000544 boundary layer -ENVO:02000042 interstitial fluid material -ENVO:00000205 permanent spring -FOODON:00002153 plant seed vegetable food product -CHEBI:28112 nickel atom -ENVO:00000183 stony desert -ENVO:2100006 feather environment -FOODON:00001747 cocoa beverage -UBERON:0003278 skeleton of lower jaw -NCBITaxon:207598 Homininae -ENVO:01000186 polar desert biome -FOODON:00001132 swine food product -PO:0020144 apical meristem -CHEBI:33659 organic aromatic compound -ENVO:01001033 digestive tract environment -FOODON:03412344 devils tongue plant -UBERON:0011863 bone collagen fibril -ENVO:00000378 canal head reservoir -ENVO:01001838 arid biome -ENVO:01001784 compound astronomical body part -ENVO:00002243 histosol -ENVO:01001695 isopycnal surface -ENVO:01000033 oceanic pelagic zone biome -ENVO:01000747 regolith -ENVO:03501268 pallet -ENVO:00002197 saline water aquarium -ENVO:01001805 temperate forest -NCBITaxon:32525 Theria -CHEBI:134024 chlorofluorocarbon -ENVO:00000150 coral reef -UBERON:0004529 anatomical projection -UBERON:0003314 eye mesenchyme -ENVO:01000130 marine hydrothermal plume -CHEBI:46662 mineral -FOODON:00001220 sausage (smoked) -NCBITaxon:85604 Amphiesmenoptera -ENVO:00000458 valley glacier -ENVO:01000973 kiosk -NCBITaxon:436486 Dinosauria -CHEBI:50402 androstanoid -UBERON:0000153 anterior region of body -ENVO:01000964 industrial wastewater -ENVO:01001408 cirrostratus cloud -ENVO:01001829 human settlement -ENVO:00000181 nunatak -ENVO:01000466 boundary wall -UBERON:0004119 endoderm-derived structure -ENVO:00000077 agricultural ecosystem -ENVO:01000078 marine nutricline -UBERON:0002020 gray matter -FOODON:03311737 processed food product -ENVO:00002242 lixisol -ENVO:00002053 limestone -ENVO:01001038 moderately saline water -ENVO:01000385 temperate deciduous broadleaf forest -ENVO:00000499 trough -ENVO:03600076 waste stabilization pond -ENVO:01000235 ultramafic lava -ENVO:00005787 eucalyptus forest soil -CHEBI:46677 amphibole asbestos -ENVO:01000028 marine hadal zone biome -CHEBI:36879 inorganic radical cation -ENVO:01001418 cirrus fibratus cloud -CHEBI:49475 argon atom -CHEBI:61452 poly(ethylene terephthalate) polymer -ENVO:01000461 refined asphalt -ENVO:01001280 driveway -ENVO:00003894 face cream product -ENVO:02000130 boiler slag -CHEBI:36389 saturated organic heteromonocyclic parent -ENVO:00000367 IUCN national park -ENVO:00002215 geothermal power plant -ENVO:01001191 water surface -UBERON:0010427 ciliary processes -ENVO:03501346 chopstick -ENVO:01000446 ravine -ENVO:03600064 microbialite -ENVO:01000183 tropical desert biome -UBERON:0007135 neural keel -ENVO:00005779 vegetable garden soil -FOODON:00002012 lupine bean food product -ENVO:03501330 cup -NCBITaxon:1158 Oscillatoria -ENVO:00000303 sea coast -UBERON:0002616 regional part of brain -CHEBI:29237 deuterium atom -CHEBI:37332 tropane alkaloid -UBERON:0010046 entire pharyngeal arch associated mesenchyme -ENVO:03510013 textile dye -ENVO:03500005 anthropogenic litter -CHEBI:33497 transition element molecular entity -UBERON:0005292 extraembryonic tissue -ENVO:00002253 umbrisol -UBERON:0012274 columnar epithelium -ENVO:00000482 sea floor -NCBITaxon:4143 Lamiales -ENVO:00000002 anthropogenic geographic feature -UBERON:0005289 tela choroidea of telencephalic ventricle -ENVO:00000383 stream bed -CHEBI:33461 phosphorus oxoanion -ENVO:01001183 arable or pasturable land -CHEBI:60272 aluminium ion -UBERON:0000475 organism subdivision -CHEBI:46664 chrysotile -ENVO:03510060 gel ink -PO:0006079 shoot system meristem -ENVO:00000199 meromictic lake -ENVO:00000084 mountain pass -CHEBI:33672 heterobicyclic compound -UBERON:0001418 skin of thorax -CHEBI:33719 alpha-amino-acid cation -CHEBI:143004 ultra-long-chain fatty acid -ENVO:01000805 globular star cluster -NCBITaxon:41191 Glossata -ENVO:01000279 ice lens -CHEBI:33628 elemental aluminium -ENVO:00002040 wood -UBERON:0005061 neural groove -CHEBI:48041 microcystin -CHEBI:53387 poly(hydroxyalkanoate) -ENVO:00002016 sedimentary rock -ENVO:01001851 geothermally active field -FOODON:00001166 plant inflorescence food product -ENVO:00000116 vineyard -ENVO:01001522 fast ice -NCBITaxon:8492 Archosauria -ENVO:01001494 moonmoon -UBERON:0014477 thoracic skeleton -ENVO:01000151 manganese-reducing sediment -ENVO:03510012 paper dye -ENVO:01001471 atmospheric observatory system -ENVO:01000098 deep ocean current -ENVO:03501220 door -ENVO:01000770 carbon dioxide emission -ENVO:01000411 infralittoral zone -ENVO:00000497 rincon -CHEBI:33485 chalcogen oxoanion -FOODON:03400115 cheese or cheese product (us cfr) -ENVO:01001467 UNEP-WCMC class 7 mountain -ENVO:03501261 wheel -ENVO:03501101 outdoor environment -ENVO:01001835 alpine biome -UBERON:0005090 muscle structure -ENVO:06105274 sandy loam -ENVO:00002983 fuel oil -ENVO:01001379 mussel bed -ENVO:01001088 aerosolised liquids -ENVO:00000420 tombolo -ENVO:01000245 cropland biome -ENVO:01000529 chemical toilet fixture -ENVO:01001032 environment determined by a biofilm on a plant surface -NCBITaxon:4435 Batis -ENVO:00002252 solonchak -CHEBI:35171 elemental vanadium -ENVO:00002139 pebble -FOODON:00001280 chocolate food product -NCBITaxon:624272 Avicennioideae -ENVO:01001513 permafrost congelation ice -ENVO:01000746 area of perennial ice or snow -ENVO:01001638 frost-susceptible soil -UBERON:0001016 nervous system -FOODON:00001165 solanaceous food product -ENVO:02000094 ore -ENVO:01000667 geological fracture -ENVO:03501151 haematology unit facility -ENVO:01001208 swamp area -CHEBI:33424 sulfur oxoacid derivative -ENVO:00000554 saddle dam -NCBITaxon:465832 Calyptra -ENVO:01000583 refrigerator -ENVO:03600008 intensive care unit -UBERON:0010371 ecto-epithelium -UBERON:0001422 facial lymphatic vessel -CHEBI:35404 chromate(2-) -ENVO:01000867 solar panel array -ENVO:01000338 litter layer -ENVO:03501329 spoon -UBERON:0001898 hypothalamus -UBERON:0003834 thoracic segment blood vessel -ENVO:00003081 metal contaminated soil -ENVO:03510070 toxic waste -ENVO:01001833 mediterranean biome -CHEBI:49987 monoatomic krypton -ENVO:01000572 electric lamp -ENVO:03500006 food desert -ENVO:03600085 buoy -ENVO:01000565 lantern -ENVO:01000372 household waste material -UBERON:0002535 gill -ENVO:06105009 plastic line -ENVO:2000006 nest of termite -ENVO:00005789 bluegrass field soil -ENVO:01000659 igneous intrusion -ENVO:01000603 water truck -ENVO:00000255 flood plain -CHEBI:60160 polyester polymer -CHEBI:33304 chalcogen molecular entity -ENVO:03500018 solder -ENVO:01000160 marine pockmark -ENVO:01000569 dead flame paraffin lantern -ENVO:01000315 acidic environment -ENVO:00000551 endorheic basin -ENVO:01000531 covered latrine -FOODON:00001121 equine milk beverage -ENVO:03000116 snowpack -ENVO:00000030 dead cave -CHEBI:36468 polycyclic ether -UBERON:0011138 postcranial axial skeletal system -ENVO:01001314 estuarine coastal lower water column -FOODON:03310006 fermented bean product -UBERON:0000162 cloaca -ENVO:01001473 terrestrial observatory system -CHEBI:35780 phosphate ion -CHEBI:46683 actinolite -ENVO:03501258 chicken house -ENVO:01001316 estuarine open water upper water column -ENVO:03501292 tote bin -ENVO:01001239 forest canopy -UBERON:0005744 bone foramen -FOODON:03316079 herbal infusion -UBERON:0010312 immature eye -ENVO:01000969 cafeteria -ENVO:01000843 area of evergreen forest -ENVO:01000860 temperate marine upwelling biome -ENVO:00000254 till plain -ENVO:03501289 wrench -ENVO:01001310 liquid surface layer -FOODON:00001234 mayonnaise food product -CHEBI:32234 titanium dioxide -ENVO:00005753 urea enriched soil -ENVO:00000204 ephemeral spring -FOODON:00001178 honey food product -CHEBI:33976 magnesium coordination entity -ENVO:02000039 synovial fluid material -ENVO:02000102 fibrous glass dust -FOODON:03400352 international agency food product type -UBERON:0001769 iris -ENVO:00002191 animal litter -CHEBI:33238 monoatomic entity -ENVO:03501228 trattoria -ENVO:01000477 gypsum plaster -ENVO:00005761 meadow soil -NCBITaxon:71274 asterids -ENVO:01000178 savanna biome -ENVO:01001045 oceanic subsurface zone -UBERON:0002443 choroidal blood vessel -UBERON:0000476 acellular anatomical structure -ENVO:00002120 acidic hot spring -ENVO:01001276 water ice layer -ENVO:01000755 aeroform -ENVO:00000370 tuya -ENVO:03600063 tube well -CHEBI:33316 helium(2+) -ENVO:00002131 epilimnion -FOODON:00002781 pigeon pea (whole) -ENVO:01001231 kerogen -ENVO:03510028 oil paint thinner -FOODON:03400209 fruit jelly (us cfr) -ENVO:01000907 feasting pit site -ENVO:00000198 ice-covered lake -ENVO:00000160 sisal plantation -CHEBI:17548 alginic acid -ENVO:01001486 landspout -ENVO:01001647 colloid suspended in a hydrosphere -FOODON:00001120 camelid milk beverage -ENVO:00000392 ice tongue -ENVO:00002034 biofilm -CHEBI:37133 barium molecular entity -NCBITaxon:13468 Cupressus -CHEBI:36360 phosphorus oxoacids and derivatives -NCBITaxon:6072 Eumetazoa -UBERON:0003426 dermis adipose tissue -CHEBI:33597 homocyclic compound -ENVO:06105116 discarded fishing gear -ENVO:01000911 automated teller machine -ENVO:00002150 coastal sea water -ENVO:00002018 sewage -ENVO:01000391 tropical semi-evergreen moist broadleaf forest -ENVO:01001834 subpolar biome -ENVO:01000229 mediterranean savanna biome -ENVO:03520006 supercooled water droplet -ENVO:01000775 mesotrophic lake -ENVO:00000126 sulfur spring -ENVO:03501170 pediatric intensive care unit facility -CHEBI:25523 NADP -ENVO:01000392 tropical upper montane forest -ENVO:00000258 alluvial plain -ENVO:01001511 freshwater ice -CHEBI:63471 branched-chain amino-acid anion -ENVO:01000966 private swimming pool -ENVO:08000001 axilla skin environment -CHEBI:33431 elemental chlorine -ENVO:01000473 thatch -NCBITaxon:6544 Bivalvia -CHEBI:38077 polypyrrole -ENVO:01000986 agricultural fairground -ENVO:00002116 contaminated soil -ENVO:01000605 car -ENVO:00002006 liquid water -ENVO:00000366 area designated as a national nature reserve -ENVO:01001521 area of drift ice -FOODON:00001107 bovine dairy food product -ENVO:01001180 Bondon cheese environment -ENVO:00002228 pond water -ENVO:03501326 bottle -CHEBI:30217 helium atom -CHEBI:33833 heteroarene -UBERON:0003128 cranium -FOODON:00001051 fermented rice beverage -ENVO:01001051 environment determined by a biofilm on a non-saline surface -ENVO:00000282 esker -CHEBI:5686 heterocyclic compound -ENVO:03600000 cleanroom -FOODON:00002132 plant based salad food product -UBERON:0000489 cavitated compound organ -CHEBI:34970 saxitoxin -ENVO:01000829 water vapour saturated air -ENVO:00000017 saline hydrographic feature -ENVO:00000065 railway -ENVO:01000498 pole -ENVO:01001237 humic kerogen -CHEBI:25806 oxygen molecular entity -ENVO:01000373 biological waste material -ENVO:00000474 cut -ENVO:01000099 marine surface current -ENVO:03501183 medical clinic -ENVO:01000430 broadleaf forest -ENVO:01000236 basalt -ENVO:00010504 surface layer -ENVO:03501146 gastroenterology unit facility -ENVO:03510035 naphtha -ENVO:00000291 drainage basin -ENVO:01000512 wooden building roof -CHEBI:16136 hydrogen sulfide -ENVO:00000404 stratovolcano -FOODON:00001002 food product -ENVO:01000092 equatorial upwelling front -NCBITaxon:9606 Homo sapiens -ENVO:00002236 cryosol -CHEBI:36340 fermion -CHEBI:26712 sodium molecular entity -CHEBI:33433 monoatomic halogen -FOODON:03400188 confectionery (us cfr) -ENVO:03501344 insecure housing -ENVO:02000142 petroleum oil refinery -CHEBI:28425 alpha-carotene -CHEBI:83811 proteinogenic amino acid derivative -ENVO:01001328 estuarine tidal riverine open water pycnocline -CHEBI:35343 17beta-hydroxy steroid -FOODON:00001142 maize (corn) food product -NCBITaxon:190524 Laguncularia racemosa -ENVO:01001876 graupel -ENVO:01001127 ice giant -FOODON:03460177 plant seed or nut food product -ENVO:01001238 residual kerogen -CHEBI:33692 hydrides -ENVO:01001101 transform plate boundary -UBERON:0005769 basement membrane of epithelium -ENVO:01000619 closed ecological system -FOODON:00001163 solanaceous fruit food product -ENVO:01000066 marine anoxic zone -NCBITaxon:1892265 Gloeotrichiaceae -ENVO:01001061 caldera lake -CHEBI:22712 benzenes -ENVO:00000080 mountain range -UBERON:0007811 craniocervical region -FOODON:03316271 sugar product -ENVO:00000566 winter sports facility -ENVO:00005767 manured soil -ENVO:03501230 field hospital -UBERON:0000033 head -ENVO:00000067 cave -CHEBI:60027 polymer -ENVO:01000029 marine reef biome -FOODON:00001260 beer beverage -ENVO:00000193 olive grove -ENVO:01000508 salt material -CHEBI:36909 krypton molecular entity -UBERON:0007376 outer epithelium -ENVO:06105123 synthetic polymer -UBERON:0014371 future telencephalon -CHEBI:24455 guanosine phosphate -ENVO:03000088 methane-laden permafrost -PO:0025128 phyllome primordium -CHEBI:46717 sulfide mineral -ENVO:00003097 bore hole water -CHEBI:46721 carbonate salt -UBERON:8410024 intestinal junction -ENVO:01001309 liquid air-water interface layer -CHEBI:25585 nonmetal atom -ENVO:00000374 wildlife management area -CHEBI:39285 chloropicrin -FOODON:00001203 vetch seed (whole, dried) -FOODON:00001187 sorghum food product -UBERON:0001710 lower jaw region -ENVO:01001105 aeolian lake -ENVO:03501362 belt conveyor system -ENVO:01000942 continental subsurface zone -ENVO:00000360 area of national forest -ENVO:00000178 levee -ENVO:01000426 room -ENVO:01000782 utility line -ENVO:01001775 blind thrust fault -FOODON:00001193 fonio food product -ENVO:03501163 nutrition and dietetics unit facility -UBERON:0004906 ectodermal part of digestive tract -CHEBI:18422 sulfur dioxide -ENVO:01001570 terrestrial ecoregion -ENVO:01000641 planetary core -ENVO:00000108 meadow ecosystem -ENVO:03501365 bucket conveyor -ENVO:01001283 aluminium dust -ENVO:01000199 mediterranean forest biome -ENVO:01001063 oxic water -ENVO:01000246 village biome -ENVO:03501212 handrail -ENVO:01000673 shear fracture -ENVO:00002256 regosol -ENVO:01000088 mid-shelf fronts -ENVO:03600013 bituminous sand -UBERON:0000047 simple eye -CHEBI:27594 carbon atom -UBERON:0019304 sensory organ epithelium -CHEBI:33356 iron group element atom -FOODON:00001064 bottled beer food product -ENVO:03600079 shredder -ENVO:01001388 oceanic mussel bed -ENVO:00000460 penplain -UBERON:0003831 respiratory system muscle -ENVO:03600046 processed tobacco -ENVO:01000042 neritic epipelagic zone biome -ENVO:01000326 deep chlorophyll maximum layer -CHEBI:33447 phospho sugar -ENVO:01001690 mass of liquid -ENVO:02000020 blood material -ENVO:00000473 gravel pit -ENVO:01000780 public road -ENVO:03501313 food production environmental monitoring zone -ENVO:01000984 grocery store -FOODON:00001207 jack bean (whole, dried) -ENVO:00002258 loam -CHEBI:33366 copper group element atom -ENVO:00000099 artificial island -CHEBI:60034 polyethylene polymer -CHEBI:33318 main group element atom -ENVO:01001831 temperate biome -ENVO:2000041 solar power station -NCBITaxon:77021 Cylindrospermopsis -ENVO:03000053 intraglacial lake -ENVO:00003087 acetamide enriched soil -ENVO:00000553 multipurpose dam -ENVO:01000710 flood -UBERON:0008114 joint of girdle -ENVO:01001155 astrogeological gas -ENVO:00000459 outlet glacier -CHEBI:30496 sulfur hexafluoride -UBERON:0004755 skeletal tissue -ENVO:00000364 national wildlife refuge -CHEBI:21760 N-methyl-amino acid -ENVO:02000041 lymph material -ENVO:01000193 temperate grassland biome -ENVO:00000050 geyser -CHEBI:37076 ribonucleoside 5'-triphosphate -CHEBI:25477 naphthalenes -CHEBI:26710 sodium chloride -ENVO:03501246 footbridge -ENVO:03501312 environmental monitoring program area -ENVO:03600078 oil refinery -UBERON:0000484 simple cuboidal epithelium -ENVO:01001559 cryopeg -ENVO:01001300 area of low atmospheric pressure -NCBITaxon:7002 Acrididae -CHEBI:50047 organic amino compound -FOODON:00002780 pigeon pea food product -ENVO:00002050 achondrite -ENVO:01001405 laboratory environment -ENVO:01001202 alluvium -ENVO:03400013 falling snow -ENVO:01000310 haline environment -ENVO:01000930 ecological corridor -UBERON:0011825 loose connective tissue -ENVO:01001846 depth hoar -ENVO:01000096 water mass front -CHEBI:23905 monoatomic anion -ENVO:03600096 step pool -ENVO:01000221 temperate woodland biome -NCBITaxon:1892254 Oscillatoriaceae -UBERON:0003528 brain gray matter -ENVO:01001140 ammonia ice -ENVO:00002127 stream sediment -CHEBI:18085 glycosaminoglycan -UBERON:0000910 chyme -CHEBI:16199 urea -ENVO:01000312 culturing environment -ENVO:03501305 pliofilm -ENVO:02000108 cotton dust -ENVO:03000110 cryoform -ENVO:01000980 channel of an intermittent stream -ENVO:01000483 flat glass -ENVO:01001425 cirrus castellanus cloud -ENVO:00000201 fjord lake -ENVO:00000477 mount -ENVO:01000509 sheet-iron exterior wall -CHEBI:33340 zinc group element atom -ENVO:2000038 coal power plant -UBERON:0006595 presumptive endoderm -CHEBI:24651 hydroxides -CHEBI:33319 lanthanoid atom -ENVO:01000249 urban biome -ENVO:00000368 ephemeral island -ENVO:01000998 environmental system determined by a material -ENVO:01001709 katafront -NCBITaxon:436880 Chortoicetes -UBERON:0011272 embryonic skin basal layer -FOODON:00002038 millet food product -ENVO:01001650 light fraction material -UBERON:0003852 rhombencephalon neural crest -UBERON:0002307 choroid plexus of lateral ventricle -ENVO:03501353 eating utensil -ENVO:01000584 table -CHEBI:23982 ethanols -ENVO:03500011 violent environment -UBERON:0004118 vasculature of iris -ENVO:00000543 swale -ENVO:01001854 hydrothermal field -UBERON:0003501 retina blood vessel -ENVO:01000608 boat -ENVO:00012411 karst cave -CHEBI:63299 carbohydrate derivative -FOODON:00001096 fermented elaeis palm beverage -CHEBI:27295 violaxanthin -UBERON:0005281 ventricular system of central nervous system -ENVO:01001530 water ice core -ENVO:2100002 intestine environment -NCBITaxon:1161 Nostocales -ENVO:01000319 rocky slope -ENVO:01000654 undersea trough -UBERON:0036925 wall of eyeball -CHEBI:49990 monoatomic argon -FOODON:00002139 plant fat or oil refined food product -ENVO:01000406 snow -CHEBI:26878 tertiary alcohol -ENVO:03501201 polling place -ENVO:01000838 smoke -ENVO:00000059 underground river -FOODON:00002029 melon food product -ENVO:02000129 bottom ash -ENVO:00000028 sand pit quarry -ENVO:01000158 marine snow -FOODON:03400293 soft candy (us cfr) -UBERON:0000164 primitive urogenital sinus -ENVO:00002176 contaminated sludge -NCBITaxon:1446379 Cupressales -ENVO:01001845 hoar -CHEBI:29228 hydrogen fluoride -CHEBI:36892 elemental fluorine -CHEBI:37349 phosphorus oxide -ENVO:00000016 sea -ENVO:01001412 stratocumulus cloud -NCBITaxon:6101 Anthozoa -UBERON:0002405 immune system -ENVO:01000493 stone building floor -FOODON:00001204 yam bean food product -ENVO:00000400 cinder cone -CHEBI:25388 monohydroxybenzoate -ENVO:02000036 saliva material -ENVO:01001106 landslide lake -CHEBI:26873 terpenoid -CHEBI:50584 alkyl alcohol -CHEBI:17347 testosterone -CHEBI:33263 diatomic oxygen -CHEBI:26082 phosphorus molecular entity -UBERON:0000166 oral opening -ENVO:01001049 non-saline sediment environment -ENVO:03600034 cay -ENVO:01001135 desert planet -ENVO:03600074 aquaculture farm -CHEBI:33296 alkali metal molecular entity -CHEBI:33455 nitrogen oxoacid -ENVO:02000097 gold ore -UBERON:0004088 orbital region -ENVO:01000077 marine pycnocline -ENVO:06105268 treated wastewater -ENVO:01000106 permanent marine thermocline -ENVO:01000061 marine wind mixed layer -FOODON:03301073 sugar (granulated) -ENVO:06105106 plastisphere -ENVO:01001192 sediment surface -CHEBI:35427 ortho-fused polycyclic hydrocarbon -ENVO:01001257 saline shrimp pond water -UBERON:0003914 epithelial tube -CHEBI:33702 polyatomic cation -ENVO:00002244 gleysol -ENVO:01000438 lava flow -ENVO:01001054 non-saline aerosol environment -ENVO:03000065 ice floe -ENVO:00000023 stream -CHEBI:45696 hydrogensulfate -ENVO:01001616 bare soil -ENVO:01001244 cropland ecosystem -ENVO:00002135 treated wood -ENVO:01001009 photometeor -PO:0025387 plant cuticle proper -ENVO:00003870 rice straw -FOODON:00001074 barley malt vinegar -ENVO:01000202 temperate broadleaf forest biome -ENVO:01001424 stratocumulus castellanus cloud -UBERON:0010339 1st arch mandibular mesenchyme from head mesenchyme -ENVO:01001267 stormwater -CHEBI:35156 calcium salt -FOODON:00001040 chicken meat food product -ENVO:01000653 slum -ENVO:03500003 public sports field -PO:0025004 plant axis -UBERON:0000970 eye -ENVO:01000210 tropical coniferous forest biome -NCBITaxon:227572 Oxyinae -FOODON:00002423 agave food product -CHEBI:30052 copper(0) -UBERON:0006569 diencephalic nucleus -ENVO:03600062 fountain -ENVO:00002136 arsenate treated wood -ENVO:03501131 university building -UBERON:0000062 organ -ENVO:06105107 marine anthropogenic litter -CHEBI:33285 heteroorganic entity -ENVO:00000137 coastal inlet -ENVO:01000486 building floor -ENVO:01003003 particle of clay -CHEBI:26836 sulfuric acid -ENVO:00000161 banana plantation -ENVO:01001014 monochrome solar rainbow -ENVO:03000021 soot -UBERON:0000307 blastula -ENVO:00000191 solid astronomical body part -ENVO:01000460 asphalt -PO:0025131 plant anatomical entity -CHEBI:33328 silicon oxoacid -ENVO:01000467 constructed barrier -ENVO:00000435 proglacial lake -CHEBI:25812 ozone -CHEBI:21638 N-acylglucosamine -CHEBI:25698 ether -CHEBI:37015 ribonucleoside 5'-phosphate -CHEBI:33694 biomacromolecule -FOODON:00001035 new zealand cheddar cheese food product -FOODON:00001075 mammalian milk (nonfat, dry) -ENVO:00002001 waste water -CHEBI:18367 phosphate(3-) -CHEBI:16234 hydroxide -CHEBI:16482 naphthalene -CHEBI:24836 inorganic oxide -ENVO:01000586 chair -UBERON:0009610 forebrain neural plate -FOODON:00001073 vinegar food product -ENVO:01000635 planetary landmass -FOODON:00001246 hot chocolate food product -CHEBI:16966 heteroglycan -CHEBI:53225 poly(alkylene) macromolecule -ENVO:00003082 enriched soil -ENVO:01000435 montane forest -CHEBI:49202 elemental platinum -UBERON:0008814 pharyngeal arch system -ENVO:00000504 container of an intermittent pond -UBERON:0000488 atypical epithelium -UBERON:0010707 appendage girdle complex -ENVO:01000174 forest biome -ENVO:03501272 mosque -ENVO:00005758 alluvial swamp soil -ENVO:01000463 hydraulic cement -ENVO:03501154 traumatic intensive care unit facility -FOODON:00002316 tomato juice food product -ENVO:03501299 charcuterie shop -ENVO:03501270 chapter house -ENVO:01000933 residential building -ENVO:00000286 polder -ENVO:03400011 hail -ENVO:01000175 woodland biome -ENVO:01000825 eaves -CHEBI:33303 chalcogen -ENVO:01001652 atmospheric aerosol -ENVO:01000555 compressed natural gas -ENVO:01000971 food truck -UBERON:0004151 cardiac chamber -ENVO:03600092 artificial pond -ENVO:01000170 indeterminate root nodule infection zone -ENVO:06105011 water column -CHEBI:25900 aldopentose phosphate -ENVO:01001360 Paramo -ENVO:01001337 riverine anchor ice -ENVO:01001056 environment determined by a biofilm on a saline surface -ENVO:00000467 university campus -ENVO:03501335 day care facility -ENVO:00002114 chemically enriched sediment -ENVO:03501317 food production environmental monitoring zone 4 -CHEBI:26167 polar amino acid -UBERON:0003570 respiratory system connective tissue -ENVO:03501189 optometry clinic -ENVO:00003064 drinking water -UBERON:0002217 synovial joint -ENVO:01000520 latrine slab -ENVO:01000071 oceanic front -ENVO:00003031 animal manure -ENVO:03510034 turpentine -CHEBI:15368 acrolein -UBERON:0009521 anal membrane endodermal component -OBI:0000968 device -ENVO:01000626 drylot -ENVO:01001335 anchor ice -ENVO:00010505 aerosol -ENVO:00003074 manufactured product -UBERON:0010083 future dermis -CHEBI:88184 metal allergen -NCBITaxon:7586 Echinodermata -ENVO:01001234 recalcitrant kerogen -ENVO:01000869 area of scrub -CHEBI:46676 tremolite asbestos -ENVO:01000644 liquid planetary core -ENVO:03501186 family practice clinic -UBERON:0005629 vascular plexus -ENVO:01001178 pasturable land -ENVO:01000121 colloidal sediment -ENVO:01000610 motor -ENVO:03501148 geriatric care unit facility -ENVO:02000032 vitreous humor material -ENVO:00000395 channel of a watercourse -CHEBI:58953 saturated fatty acid anion -UBERON:0010323 cranial skeletal system -ENVO:00000021 freshwater lake -ENVO:01001190 brown sea ice -ENVO:03501234 town hall -ENVO:01000661 tuff -ENVO:01001409 altocumulus cloud -ENVO:00005747 compost soil -ENVO:01000733 stock -FOODON:00001169 cruciferous food product -ENVO:01001694 isohaline surface -CHEBI:30050 gold(0) -ENVO:00002222 food shop -CHEBI:27547 zeaxanthin -ENVO:01000304 high pressure environment -UBERON:0016888 transitional anatomical structure -ENVO:00005803 animal habitation -ENVO:01000968 water intake -CHEBI:15377 water -UBERON:0005181 thoracic segment organ -ENVO:00000053 freshwater marsh -CHEBI:26986 threonine -NCBITaxon:37570 Noctuoidea -ENVO:01000621 microcosm -UBERON:0000481 multi-tissue structure -ENVO:01000074 oceanic gyre -ENVO:01000625 manufactured cage -ENVO:00000259 lacustrine plain -ENVO:03501363 conveyor belt component -CHEBI:28685 molybdenum atom -CHEBI:25108 magnesium molecular entity -UBERON:0001988 feces -ENVO:01001311 solid surface layer -ENVO:01001364 climate system -ENVO:01001390 Bathymodiolus-dominated oceanic mussel bed -ENVO:03501296 cheese processing plant -FOODON:00001189 oat food product -ENVO:00000275 ocean trench -ENVO:06105237 exchangeable potassium -ENVO:01001568 frost heave -NCBITaxon:58024 Spermatophyta -ENVO:2000008 lignite -CHEBI:33677 f-block molecular entity -ENVO:00000154 flood meadow ecosystem -ENVO:03500009 attractive environment -ENVO:01000208 mediterranean woodland biome -ENVO:00000299 ice field -CHEBI:63734 ketone hydrate -ENVO:01000387 tropical deciduous broadleaf forest -ENVO:03501355 public-private prison -ENVO:01000109 marine warm-water sphere -ENVO:00000159 sugar plantation -UBERON:0007284 presumptive neural plate -UBERON:0007828 girdle bone/zone -UBERON:0014775 prosomere -FOODON:03400155 fruit butter, jelly, preserve or related product (us cfr) -ENVO:00000078 farm -UBERON:0004274 lateral ventricle choroid plexus epithelium -ENVO:00000506 intermittently filled reservoir -UBERON:0002190 subcutaneous adipose tissue -UBERON:0002391 lymph -ENVO:03501110 constructed transport system -ENVO:01001461 UNEP-WCMC class 1 mountain -ENVO:01000146 marine coral reef crest -FOODON:03315302 cocoa food product -ENVO:03000139 ice fog -ENVO:02000093 uranium mine -ENVO:01001889 lithia spring -PO:0005029 root primordium -CHEBI:61120 nucleobase-containing molecular entity -CHEBI:3311 calcium carbonate -CHEBI:33241 oxoacid derivative -ENVO:03000077 slush ice layer -ENVO:01000083 pelagic isopycnal surface -ENVO:01000256 mineral material -ENVO:01001380 neritic mussel reef -ENVO:00000138 cove -UBERON:0004253 skin muscle -NCBITaxon:106220 Mytiloidea -ENVO:01000616 motorscooter -ENVO:01000133 hyperthermophilic sediment -ENVO:01000258 fluid cline -ENVO:03501239 riverfront -ENVO:01001457 cloud forest -ENVO:01000132 thermophilic sediment -ENVO:00010483 environmental material -UBERON:0008823 neural tube derived brain -ENVO:2000037 fossil fuel power plant -ENVO:00002180 naphthalene enriched sediment -ENVO:01001037 slightly saline water -CHEBI:75896 iron sulfides -NCBITaxon:46104 Salicornia -ENVO:01001614 ice-bearing permafrost -ENVO:00000387 container of an intermittent lake -ENVO:06105008 plastic fragment -ENVO:01001301 aquatic estuarine layer -UBERON:0005423 developing anatomical structure -ENVO:01001152 mesoplanet -NCBITaxon:2785011 Autobranchia -ENVO:03501237 game reserve -CHEBI:33273 polyatomic anion -ENVO:00000036 irrigation canal -UBERON:0013765 digestive system element -ENVO:03000048 thaw hole -PO:0025025 root system -ENVO:03000018 englacial stream -CHEBI:33747 nickel group molecular entity -CHEBI:53448 methyl cellulose -UBERON:0000965 lens of camera-type eye -ENVO:01001519 area of pack ice -UBERON:0005426 lens vesicle -ENVO:03501111 public transit system -CHEBI:26395 purine nucleotide -NCBITaxon:1890440 Schizotrichaceae -ENVO:00002194 oil field production water -CHEBI:75897 iron(2+) sulfides -ENVO:03501202 polling station -ENVO:01001841 volcanic soil -ENVO:01001411 nimbostratus cloud -CHEBI:50996 tertiary amino compound -ENVO:00000168 blowhole -FOODON:00001060 awamori food product -ENVO:06105279 sandy clay -FOODON:00001055 sea water fish food product -ENVO:02000118 paraffin wax -ENVO:00005740 paddy field soil -UBERON:0034768 morphological feature -CHEBI:28963 amino sugar -CHEBI:27888 chlorophyll b -ENVO:00000223 continental shelf -ENVO:00003045 bacon curing brine -ENVO:01000510 sheet-iron building roof -ENVO:01001553 shore lead -FOODON:03315552 juice beverage -ENVO:00000456 tidewater glacier -CHEBI:35403 chromium coordination entity -UBERON:0000349 limbic system -NCBITaxon:32561 Sauria -FOODON:03400356 European Union agency food product type -ENVO:01000932 nursing home -ENVO:00000114 agricultural field -ENVO:03520007 snow crystal -CHEBI:32876 tertiary amine -ENVO:01001705 temperate environment -ENVO:01000772 rural area -UBERON:0006558 lymphatic part of lymphoid system -ENVO:01001529 glacier snout -ENVO:01001541 tributary glacier -CHEBI:32999 europium atom -ENVO:01000237 coastal scrubland -UBERON:0000966 retina -ENVO:00000262 steppe -ENVO:03510002 automatic transmission fluid -ENVO:00000493 obsequent stream -ENVO:01000862 turbulent aquatic surface layer -ENVO:01000669 active geological fault -ENVO:00000157 peat cut -ENVO:01000247 rangeland biome -ENVO:01001371 alpine tundra ecosystem -ENVO:03600047 raceway pond -ENVO:00000124 supranational geopolitical entity -UBERON:0001084 skin of head -UBERON:0003219 shell septum -ENVO:01000149 marine coral reef deep fore reef -UBERON:0004140 primary heart field -CHEBI:26816 carbohydrate phosphate -UBERON:0002308 nucleus of brain -FOODON:00001214 candy food product -UBERON:0000174 excreta -FOODON:00001186 buckewheat food product -UBERON:0001015 musculature -ENVO:03600083 mofetta -ENVO:01000836 water-based cloud droplet -ENVO:01001644 material primarily composed of biogenic carbonates -UBERON:0009846 embryonic cloacal epithelium -ENVO:00000208 marine pelagic zone -ENVO:01001186 acidic volcanic ash -FOODON:03400361 agency food product type -ENVO:01001819 cell culturing unit -FOODON:00001191 barley food product -ENVO:01000091 topographic upwelling front -ENVO:03600031 earth-filled dam -ENVO:00002134 anaerobic stream sediment -ENVO:01001001 plant-associated environment -UBERON:0001262 wall of intestine -ENVO:01000557 liquefied natural gas -ENVO:02000084 goat manure -CHEBI:58941 cyclic tetrapyrrole anion -CHEBI:23116 chlorine atom -CHEBI:25367 molecule -ENVO:00005790 red soil -UBERON:0007100 primary circulatory organ -CHEBI:33635 polycyclic compound -NCBITaxon:1125 Microcystis -NCBITaxon:70910 Acridomorpha -PO:0009011 plant structure -UBERON:0000925 endoderm -CHEBI:26833 sulfur atom -ENVO:01001277 asphalt road -ENVO:03501257 barn -ENVO:01001315 estuarine open water surface layer -ENVO:01000821 photosphere -PO:0006036 root epidermis -ENVO:01000855 area of mixed forest -UBERON:0001894 diencephalon -ENVO:02000001 textile -ENVO:00002132 metalimnion -FOODON:00001714 food product component -CHEBI:27171 organic heterobicyclic compound -CHEBI:24271 glucosamines -ENVO:00003083 sarcosine enriched soil -ENVO:01000516 toilet fixture -ENVO:00000295 fish hatchery -ENVO:03000118 atmosphere and water column exposed melt pond -ENVO:00000184 hanging valley -ENVO:00000040 waterfall -ENVO:00000321 joint-plane cave -ENVO:01001016 glory -ENVO:00000214 hadalpelagic zone -UBERON:0006211 buccopharyngeal membrane -ENVO:01000943 vegetated hill -ENVO:02000107 grain dust -FOODON:00001783 cowpea vegetable food product -ENVO:00000110 lava tunnel -ENVO:01000517 pit latrine -CHEBI:134438 titanium oxides -ENVO:01000087 tidal mixing front -PCO:0000001 population of organisms -FOODON:00001244 coffee beverage -ENVO:01000097 surface convergence -ENVO:03600082 crustal fluid -CHEBI:22728 benzopyrrole -ENVO:00000542 kame -UBERON:0000014 zone of skin -NCBITaxon:1783272 Terrabacteria group -NCBITaxon:8457 Sauropsida -CHEBI:33358 cobalt group element atom -FOODON:03400969 50221200 - processed cereal products (gs1 gpc) -ENVO:00000210 marine aphotic zone -ENVO:00000517 lost stream -UBERON:0005564 gonad primordium -ENVO:01000817 biosphere -CHEBI:35701 ester -FOODON:00001150 cucurbit fruit food product -ENVO:01000961 tertiary atmosphere -CHEBI:37193 elemental lead -ENVO:00000319 low tide zone -ENVO:00000267 submarine canyon -ENVO:01000664 tuff cone -ENVO:01000776 piece of plastic -ENVO:00000106 grassland area -ENVO:02000116 aluminum welding fume -UBERON:3000972 head external integument structure -FOODON:00001771 cow milk based food product -CHEBI:58950 very long-chain fatty acid anion -ENVO:01001826 active sulphate-reducing enrichment culturing unit -ENVO:00000559 weapons test site -ENVO:01001185 acidic soil -ENVO:01001624 glacial bed -CHEBI:48107 nitric acid -ENVO:01000138 plant matter fall -ENVO:00002225 mesotrophic water -ENVO:01000371 agricultural waste material -ENVO:00003095 quinate enriched soil -ENVO:03600036 pathogen-suppressive soil -CHEBI:33247 organic group -ENVO:01001162 IUCN strict nature reserve -ENVO:01001701 tropical environment -ENVO:01001013 reflection rainbow -ENVO:00000171 river valley -ENVO:01000547 glaze ice layer -ENVO:00005782 ornithogenic soil -UBERON:0003929 digestive tract epithelium -UBERON:0000991 gonad -ENVO:01000612 taxicab -FOODON:00001091 dried milk food product -FOODON:03400643 Codex Alimentarius classification of food and feed commodities -ENVO:00003908 poultry deep litter -ENVO:01000681 sodium chloride salt -ENVO:03501160 neonatal intensive care unit facility -ENVO:03000132 firebreak -ENVO:00000312 sandur -ENVO:00000104 undersea feature -NCBITaxon:2697495 Spiralia -ENVO:01000094 subtropical convergence front -UBERON:0017650 developing mesenchymal structure -FOODON:00001289 potato salad food product -UBERON:4100000 skeletal element projection -ENVO:03501147 general surgery unit facility -ENVO:00005769 mountain forest soil -ENVO:01000152 iron-reducing sediment -UBERON:0003496 head blood vessel -ENVO:01001413 stratus cloud -CHEBI:36928 carbon-13 atom -ENVO:01001897 neutral spring -ENVO:01000429 burrow -ENVO:00003900 rye grass silage -UBERON:0004797 blood vessel layer -ENVO:01001800 tropical moist broadleaf forest -ENVO:00000340 particle of sand -ENVO:06105016 foamed plastic -ENVO:00000118 coconut plantation -ENVO:01000464 non-hydraulic cement -FOODON:00001161 citrus fruit extract food product -ENVO:00000531 ice cap depression -CHEBI:18291 manganese atom -ENVO:01001790 terrestrial ecosystem -UBERON:0002200 vasculature of head -CHEBI:83925 non-proteinogenic alpha-amino acid -FOODON:03400840 beverage (non-milk) (eurofir) -PO:0006016 leaf epidermis -UBERON:0009663 telencephalic nucleus -UBERON:0004872 splanchnic layer of lateral plate mesoderm -ENVO:01000546 exosphere -FOODON:03400204 candy (us cfr) -ENVO:00002248 luvisol -ENVO:00002260 dune soil -ENVO:01000990 sink fixture -ENVO:01000628 plant litter -PO:0009005 root -UBERON:0003463 trunk bone -ENVO:01000337 herb and fern layer -ENVO:01000892 area of cropland -CHEBI:26020 phosphate -CHEBI:25527 nicotinamide nucleotide -UBERON:0000122 neuron projection bundle -ENVO:03501285 clothes dryer -UBERON:0004765 skeletal element -ENVO:02000110 open-pit mine -ENVO:03000046 frazil ice -ENVO:01000164 root nodule -ENVO:01001129 super-Jupiter -ENVO:01001483 surface of an astronomical body -UBERON:0004905 articulation -FOODON:00001157 pomaceous fruit juice beverage -FOODON:00001127 cow milk cheese -CHEBI:29412 oxonium -ENVO:00000449 drinking water reservoir -ENVO:02000115 vanadium fume -CHEBI:32988 amide -FOODON:00002252 soft cheese food product -ENVO:02000131 flue gas desulfurization material -UBERON:0012464 cloacal vent -ENVO:01000849 flower-rich field margin strip -NCBITaxon:33392 Endopterygota -CHEBI:33661 monocyclic compound -ENVO:00000180 mound -ENVO:03501198 wet market -UBERON:0004768 bone of lower jaw -ENVO:01000120 clay sediment -CHEBI:51721 alpha,beta-unsaturated ketone -FOODON:00001094 fermented beverage -ENVO:01000085 plume front -ENVO:01000226 subtropical moist broadleaf forest biome -ENVO:01000992 shower fixture -ENVO:03000050 atmosphere-exposed melt pond -FOODON:00001124 caprine cheese food product -ENVO:00002010 saline water -FOODON:00001296 sheep milk cheese (unpasteurized) -CHEBI:39418 straight-chain saturated fatty acid -ENVO:00000888 large river headwater biome -ENVO:01001478 gaseous astronomical body part -ENVO:01001010 hydrometeor -ENVO:01000891 area of pastureland or hayfields -FOODON:00001209 pulse food product -NCBITaxon:1437010 Boreoeutheria -ENVO:00003323 tannery -ENVO:03501267 peeler -ENVO:01001073 lake with an anoxic hypolimnion -ENVO:01000361 primary cave -FOODON:00001180 prepared food product -ENVO:02000028 ear wax material -UBERON:0004766 cranial bone -ENVO:01000248 dense settlement biome -ENVO:01000527 flush toilet fixture -UBERON:0004128 optic vesicle -ENVO:00000190 abyssal feature -ENVO:00000419 stack -UBERON:0004770 articular system -ENVO:01000601 motor vehicle -PO:0006035 shoot system epidermis -UBERON:0003513 trunk blood vessel -ENVO:00002245 gypsisol -ENVO:03501105 merchant vessel -ENVO:00002137 brackish estuary -ENVO:01001325 estuarine tidal riverine coastal lower water column -ENVO:01000959 primary atmosphere -CHEBI:16134 ammonia -ENVO:01001139 methane ice -ENVO:03000025 erosionally enriched ice -UBERON:0003343 mucosa of oral region -ENVO:01000614 bicycle -ENVO:01000890 area of moss-dominated vegetation -ENVO:01000535 pour-flush pit latrine -ENVO:01000034 oceanic sea surface microlayer biome -ENVO:00002873 organic waste material -ENVO:00000887 large river biome -ENVO:01001888 calcic spring -ENVO:00000098 island -ENVO:02000026 chyme material -FOODON:00002645 food product by process -ENVO:01000474 brick material -NCBITaxon:301959 Mytilinae -NCBITaxon:2881377 Pseudanabaenales -FAO:0000001 fungal structure -CHEBI:18154 polysaccharide -ENVO:00000251 ground moraine -NCBITaxon:227566 Hieroglyphus -FOODON:00001005 fermenting elaeis palm sap food product -CHEBI:143005 ultra-long-chain fatty acid anion -CHEBI:36874 radical cation -ENVO:01001459 high-elevation mountain -FOODON:00002146 plant product dressing -ENVO:03600015 polluted river -ENVO:00000520 landslide -FOODON:00001206 lupin seed food product -FOODON:00001128 Limburger cheese food product -ENVO:01000268 atmospheric water vapour -ENVO:00002123 bioreactor -ENVO:01001466 UNEP-WCMC class 6 mountain -PO:0025029 shoot axis -ENVO:01000356 granite -ENVO:00002211 thermophilic anaerobic methanogenic reactor -ENVO:00002193 pulp-bleaching waste water -UBERON:0019204 skin epithelium -ENVO:06105013 marine biota -ENVO:00000430 dirt cone -ENVO:01001354 volcanic crater glacier -CHEBI:35274 ammonium ion derivative -UBERON:0006612 shell -ENVO:00002205 unexploded-ordnance dump -ENVO:01000580 telephone -CHEBI:33302 pnictogen molecular entity -ENVO:00005795 marine mud -ENVO:2000042 ocean thermal power station -ENVO:02000137 nuclear power reactor -ENVO:01000963 diatomite particle -ENVO:02000059 surface soil -CHEBI:38201 bacteriochlorophyll -ENVO:01001781 part of a landmass -ENVO:00005781 heat stressed soil -ENVO:01000168 indeterminate root nodule -ENVO:03510022 resin (gum) varnish -ENVO:00000495 tributary -CHEBI:26519 radical -FOODON:00001086 kefir food product -CHEBI:27275 vanadium molecular entity -ENVO:00000014 canal -CHEBI:35716 C-nitro compound -ENVO:00000249 lateral moraine -CHEBI:16716 benzene -ENVO:00000086 plain -ENVO:01001323 estuarine open water pycnocline -ENVO:00000450 irrigation reservoir -ENVO:01000240 conifer woodland -CHEBI:66933 N-alkylglycine -UBERON:0005291 embryonic tissue -ENVO:01001558 area of seasonal sea ice -ENVO:01000485 quartz glass -CHEBI:26288 propanediol -NCBITaxon:197563 Mandibulata -ENVO:00000133 glacier -NCBITaxon:4434 Bataceae -UBERON:0014793 musculature of pectoral complex -ENVO:01001021 humic lake -ENVO:01000596 clock -UBERON:0009891 facial mesenchyme -UBERON:0012180 head or neck skin -ENVO:03510036 rock dust -CHEBI:35307 epoxycarotenol -FOODON:00001247 mate food product -CHEBI:25017 leucine -ENVO:00000381 massif -NCBITaxon:190523 Laguncularia -ENVO:00005741 alpine soil -CHEBI:17245 carbon monoxide -CHEBI:46663 silicate mineral -CHEBI:33670 heteromonocyclic compound -ENVO:01000768 primary forest -ENVO:00002052 iron meteorite -ENVO:04000011 bare soil surface layer -ENVO:01000671 dike -ENVO:01000646 lithosphere -BFO:0000030 object -CHEBI:38222 hydrocarbyl anion -ENVO:00000472 backwater -ENVO:00005796 marine sludge -CHEBI:33327 silicon oxide -ENVO:01000421 indoor kitchen -ENVO:03501188 ophthalmology clinic -ENVO:00000433 kame terrace -ENVO:00002155 high-level radioactive sediment -ENVO:03501127 conference venue -FOODON:00001067 buttermilk food product -ENVO:03600073 contaminated land -ENVO:02000140 fluid environmental material -ENVO:01000422 bathroom -NCBITaxon:1126 Microcystis aeruginosa -ENVO:01000395 temperate sclerophyllous dry forest -NCBITaxon:4185 Acanthaceae -FOODON:03315173 fish product (unspecified species) -UBERON:0000485 simple columnar epithelium -CHEBI:13643 glycol -CHEBI:33675 p-block molecular entity -ENVO:01001046 planetary subsurface environment -ENVO:00000200 periglacial lake -ENVO:01000564 mantle lamp -ENVO:03501366 screw conveyor -ENVO:00000012 hydrographic feature -FOODON:03411009 polysaccharide-producing plant -ENVO:00000540 brackish lake -ENVO:01000410 marine eulittoral zone -CHEBI:17051 fluoride -ENVO:01000025 marine neritic benthic zone biome -CHEBI:25555 nitrogen atom -ENVO:00000377 artificial lake -ENVO:01000965 constructed swimming pool -ENVO:03501284 dryer -ENVO:01001552 flaw lead -ENVO:03501164 occupational therapy unit facility -FOODON:00001199 chickpea food product -CHEBI:16454 pantothenate -ENVO:00002170 compost -ENVO:03501226 greasy spoon -UBERON:0004456 entire sense organ system -ENVO:01001039 highly saline water -NCBITaxon:58023 Tracheophyta -ENVO:01001327 estuarine tidal riverine open water upper water column -NCBITaxon:1206795 Lophotrochozoa -UBERON:0007282 presumptive segmental plate -CHEBI:16474 NADPH -UBERON:0005911 endo-epithelium -CHEBI:27283 very long-chain fatty acid -ENVO:00002115 petroleum enriched sediment -ENVO:01001887 letter paper -CHEBI:53550 poly(propylene) -CHEBI:60737 polyurethane polymer -ENVO:03501221 bistro -UBERON:0010230 eyeball of camera-type eye -ENVO:01000778 key biodiversity area -ENVO:01001807 flooded grassland -ENVO:01000987 market -FOODON:00001004 fermenting sugar cane juice -ENVO:01001487 waterspout -ENVO:01001452 Calyptra habitat -UBERON:0009503 mesenchyme of hindgut -FOODON:00001176 invertebrate animal food product -ENVO:00000441 terracette -CHEBI:36830 monoanion -UBERON:0000175 pleural effusion -ENVO:01001089 aerosolised solids -ENVO:01000330 cypress strand swamp -ENVO:00000535 weir -ENVO:03600071 cyanobacterial bloom -UBERON:0009920 optic neural crest -CHEBI:60031 poly(alkylene) polymer -ENVO:01001097 tectonic plate -ENVO:00000522 canal tunnel -UBERON:0004807 respiratory system epithelium -UBERON:3010200 vasculature of respiratory integument -FOODON:00001175 plant stem food product -CHEBI:36961 chalcocarbonic acid -ENVO:01000103 western boundary current -ENVO:01000382 cold desert -ENVO:01000250 subpolar coniferous forest biome -UBERON:0014903 primordial vasculature -ENVO:03600021 tailings pond -ENVO:03605001 epilithon -ENVO:00000217 solfatara -ENVO:01000539 mesosphere -ENVO:00000128 dry valley -CHEBI:48154 sulfur oxide -ENVO:01001235 planktonic kerogen -UBERON:0000055 vessel -UBERON:0004121 ectoderm-derived structure -CHEBI:33482 sulfur oxoanion -ENVO:01000451 atmospheric carbon dioxide -ENVO:01001047 non-saline planetary subsurface environment -ENVO:01000449 wet meadow ecosystem -ENVO:01000363 erosional cave -ENVO:01001677 fluid interface layer -CHEBI:50558 monoatomic uranium -ENVO:01001789 freshwater ecosystem -ENVO:01001136 ocean planet -PO:0009020 meristem L1 layer -CHEBI:33521 metal atom -CHEBI:33377 dysprosium atom -ENVO:01001341 marine tidal flow zone -UBERON:0010360 pharyngeal arch mesenchyme from head mesenchyme -ENVO:03501283 conveyor belt -ENVO:01001356 volcanic crater zone -UBERON:0003827 thoracic segment bone -ENVO:01001057 environment associated with a plant part or small plant -ENVO:01000611 bus -UBERON:0010741 bone of pectoral complex -ENVO:00000406 mid-ocean ridge -ENVO:01000065 marine oxygen minimum zone -FOODON:00001264 legume food product -PO:0004010 meristematic cell -CHEBI:38101 organonitrogen heterocyclic compound -ENVO:00002241 leptosol -ENVO:01001272 constructed pavement -ENVO:03501352 animal rescue shelter -CHEBI:35352 organonitrogen compound -ENVO:03510024 lacquer -ENVO:01000280 ecozone -CHEBI:53242 vinyl polymer macromolecule -NCBITaxon:6546 Mytilida -ENVO:01001041 fungi-associated environment -ENVO:02000128 fly ash -ENVO:01000914 ice ablation zone -ENVO:00000162 tea plantation -NCBITaxon:8287 Sarcopterygii -ENVO:03600052 water tap -CHEBI:27325 xanthophyll -ENVO:00000437 Nye channel -ENVO:02000109 dust from plant parts -CHEBI:37190 silicon coordination entity -ENVO:00000301 chaparral area -CHEBI:50094 sulfur coordination entity -ENVO:01000594 cabinet -UBERON:0000172 vomit -ENVO:03000039 cryoconite hole -CHEBI:24431 chemical entity -ENVO:01001610 active layer in a cryosphere -NCBITaxon:6547 Mytilidae -ENVO:01000760 cloud -ENVO:06105201 water table -CHEBI:33658 arene -ENVO:03510005 motor oil -ENVO:03501162 neurology unit facility -ENVO:01000807 galaxy -CHEBI:26607 saturated fatty acid -CHEBI:33655 aromatic compound -CHEBI:27081 transition element atom -ENVO:03501112 public bus -CHEBI:79387 trivalent inorganic anion -ENVO:01000125 marine littoral zone -ENVO:00002008 dust -ENVO:01001532 glacier ice field -ENVO:00005798 acid dune sand -ENVO:01000437 lava field -ENVO:03000115 perennial snow patch -ENVO:01001378 marine bed -ENVO:00003093 poly-beta-hydroxybutyrate enriched soil -ENVO:01000124 marine supra-littoral zone -UBERON:0006598 presumptive structure -ENVO:01000978 wet pitfall trap -ENVO:01000549 mass of biological material -ENVO:01000566 lamp -FOODON:00002791 vetch seed (whole) -CHEBI:33267 elemental nitrogen -CHEBI:22985 calcium molecular entity -ENVO:01001149 protoplanet -ENVO:01001704 subpolar environment -ENVO:01000214 tropical shrubland biome -FOODON:03315904 sausage (whole) -CHEBI:30033 bacteriochlorophyll a -ENVO:01000386 temperate deciduous needleleaf forest -ENVO:00000537 boulder field -ENVO:00002250 plinthosol -ENVO:00000440 rock shelter -ENVO:00000177 moraine -CHEBI:17478 aldehyde -ENVO:00000296 rice field -FOODON:00001217 mammalian milk beverage -ENVO:01001070 impact crater lake -CHEBI:30222 neutron -FOODON:00001160 pomaceous fruit extract -ENVO:01001166 IUCN habitat/species management area -ENVO:01001782 landmass -NCBITaxon:6656 Arthropoda -ENVO:01000783 public utility line -ENVO:00002152 biofilter -CHEBI:33641 olefin -ENVO:00000139 irrigation ditch -UBERON:0007798 vascular system -FOODON:00001052 amasake food product -CHEBI:33645 acyclic olefin -ENVO:01000376 tropical marine semi-evergreen forest -ENVO:00000196 alkaline flat -ENVO:2100003 skin environment -ENVO:01000317 aquatic environment -ENVO:03501179 urology unit facility -CHEBI:35402 chromium oxoanion -UBERON:0003499 brain blood vessel -UBERON:0002506 iris epithelium -UBERON:0006596 presumptive blood -ENVO:01001396 abyssal clay -ENVO:00005788 rubber plantation soil -ENVO:00002154 radioactive sediment -ENVO:00005772 orchard soil -NCBITaxon:32524 Amniota -CHEBI:37175 organic hydride -FOODON:00004242 animal food product -ENVO:01000999 rhizosphere environment -ENVO:03501343 first nations reserve -ENVO:01000425 indoor toilet -ENVO:01000415 fine respirable suspended particulate matter -PO:0025386 cuticular wax -CHEBI:35789 oxo steroid -CHEBI:63367 monosaccharide derivative -ENVO:00002201 cis-dichloroethane contaminated sediment -UBERON:0011814 non-neurogenic ectodermal placode -ENVO:00000094 volcanic feature -CHEBI:58416 chlorophyll a(1-) -ENVO:01001053 saline aerosol environment -ENVO:01001686 mass of environmental material -ENVO:00000401 spatter cone -FOODON:00002663 pork food product -ENVO:00002230 anthrosol -ENVO:00003982 travertine -CHEBI:26398 purine ribonucleoside triphosphate -CHEBI:24632 hydrocarbon -ENVO:00002169 coal mine -ENVO:03501119 agricultural experimental station -ENVO:01000114 boulder sediment -UBERON:0007914 bone of craniocervical region -ENVO:01000492 dung building floor -ENVO:01001646 amorphous solid -ENVO:00000463 harbour -CHEBI:47788 3-oxo steroid -ENVO:01001165 IUCN natural monument or feature -UBERON:0011823 dense connective tissue -ENVO:02000055 plant feed -OBI:0000967 container -NCBITaxon:33340 Neoptera -CHEBI:24675 hydroxybenzoate -ENVO:00000562 park -ENVO:03600081 cloud water -UBERON:0004231 anal region smooth muscle -UBERON:0011249 appendicular skeletal system -ENVO:03520000 low atmospheric level -ENVO:00000293 continental divide -ENVO:03501181 tertiary referral hospital -ENVO:01000321 sea water environment -UBERON:0003585 dermis connective tissue -ENVO:03501282 hangar -UBERON:0016887 entire extraembryonic component -CHEBI:30879 alcohol -ENVO:03501336 place of worship -ENVO:03501109 subway train -CHEBI:61275 ciguatoxin -ENVO:01000394 tropical freshwater swamp forest -NCBITaxon:41378 Avicennia germinans -UBERON:0004237 blood vessel smooth muscle -ENVO:03501235 leisure centre -ENVO:01001508 anchored ice calf -ENVO:00002048 chondrite -FOODON:03317170 meat (whole or parts) -CHEBI:49986 elemental krypton -ENVO:03600093 artificial satellite -UBERON:0000177 pus -NCBITaxon:7711 Chordata -CHEBI:50816 iron oxide -ENVO:01000150 marine subtidal rocky reef -ENVO:00002985 oil -UBERON:0011137 axial skeletal system -FOODON:00001078 fermented soybean food product -ENVO:01000327 strand swamp -ENVO:01001141 carbon monoxide ice -ENVO:00000039 fjord -ENVO:01000714 storm surge -ENVO:03510001 brake fluid -ENVO:01001792 tropical broadleaf forest -FOODON:00001037 vacherin mont dor cheese food product -CHEBI:3992 cyclic ketone -ENVO:03501133 homeless shelter -ENVO:01001798 tropical mixed forest biome -CHEBI:51082 nitrate salt -UBERON:0004902 urogenital sinus epithelium -ENVO:01001505 alpine tundra biome -ENVO:01001470 observatory system -CHEBI:33405 hydracid -ENVO:01000478 cement plaster -CHEBI:29438 methanide -ENVO:00000221 continental island -ENVO:01000308 extraterrestrial environment -ENVO:01001052 aerosol environment -ENVO:01001353 environmental zone of processual equilibrium -NCBITaxon:1205 Trichodesmium -CHEBI:33579 main group molecular entity -FOODON:00001277 orange juice (unpasteurized) -CHEBI:33242 inorganic hydride -CHEBI:16646 carbohydrate -ENVO:00000330 stalagmite -ENVO:03501207 shopping mall -CHEBI:33299 alkaline earth molecular entity -ENVO:00000089 inland cliff -CHEBI:36908 argon molecular entity -ENVO:03501263 hand tool -FOODON:00002219 salad food product -ENVO:01000873 ballast tank -ENVO:03501222 brasserie -FOODON:00001063 millet beer food product -CHEBI:36059 hydroxy monocarboxylic acid anion -ENVO:03501121 building corridor -ENVO:00005757 bacteria enriched soil -UBERON:0001913 milk -CHEBI:50559 elemental uranium -CHEBI:29238 tritium atom -UBERON:0010077 cuboidal epithelium -FOODON:00002126 plant-based candy -CHEBI:47882 cyclic polypyrrole -ENVO:01001840 safe environment -NCBITaxon:7003 Locusta -ENVO:01001406 laboratory facility -ENVO:03500020 non-lead solder -UBERON:0036215 anatomical surface region -ENVO:01001224 office -ENVO:01000577 radio device -ENVO:00003042 piggery -ENVO:00002168 gold mine -CHEBI:27563 arsenic atom -ENVO:00000147 ocean current -ENVO:03501341 community health centre -NCBITaxon:54304 Planktothrix -ENVO:01000357 alkaline water -ENVO:06105117 abandoned fishing gear -ENVO:01000866 photovoltaic system -CHEBI:25414 monoatomic monocation -ENVO:00003090 kynurenate enriched soil -ENVO:01000967 public swimming pool -PO:0025433 root anlagen -ENVO:00003978 potato silage -CHEBI:33746 vanadium group molecular entity -CHEBI:16997 propane-1,2-diol -UBERON:0011595 jaw region -FOODON:00001007 sausage food product -CHEBI:46923 dioxane -ENVO:00002145 chromate contaminated soil -ENVO:01000931 migration path -ENVO:00000323 live cave -ENVO:03600035 cold room -ENVO:01000057 marine algal bloom -ENVO:01000816 area of deciduous forest -ENVO:01000147 marine coral reef fore reef -FOODON:00001777 cow milk dessert -CHEBI:38460 methylindole -ENVO:01000137 organic matter fall -ENVO:03500017 soldering fumes -UBERON:0002067 dermis -NCBITaxon:51953 Elaeis guineensis -ENVO:03501286 calf shed -CHEBI:26523 reactive oxygen species -ENVO:00000539 geographic sill -ENVO:01001837 subalpine biome -ENVO:03501100 ferry -ENVO:00002209 saline lake sediment -ENVO:01000865 electric power system -CHEBI:24473 halogen -ENVO:01000350 autoclaved sand -ENVO:00003884 farmyard manure -ENVO:01001350 ice accumulation zone -CHEBI:18276 dihydrogen -CHEBI:79388 divalent inorganic anion -UBERON:0005409 alimentary part of gastrointestinal system -CHEBI:27638 cobalt atom -CHEBI:30440 thallium -ENVO:00000063 water body -ENVO:03600014 pipeline network -NCBITaxon:8782 Aves -CHEBI:47622 acetate ester -CHEBI:22315 alkaloid -UBERON:0006965 vascular cord -ENVO:00010442 midden -NCBITaxon:4751 Fungi -UBERON:0007005 cardiogenic splanchnic mesoderm -ENVO:01000868 domestic solar panel array -ENVO:01000542 ozone layer -ENVO:00000033 pond -FOODON:03315150 mammalian milk product -ENVO:01000048 ocean biome -ENVO:01000182 temperate desert biome -UBERON:1000021 skin of face -ENVO:03501322 food production high-risk contamination area -ENVO:00000212 marine abyssalpelagic zone -ENVO:01001786 inland sea -NCBITaxon:37567 Ditrysia -UBERON:0015808 eye epithelium -ENVO:01001893 salt spring -ENVO:00000234 bayou -ENVO:01001426 cirrocumulus castellanus cloud -ENVO:01001351 ice decumulation zone -CHEBI:33749 platinum molecular entity -CHEBI:16189 sulfate -UBERON:0005156 reproductive structure -ENVO:01001801 subtropical dry broadleaf forest -UBERON:0009494 pharyngeal arch mesenchymal region -ENVO:01000023 marine pelagic biome -ENVO:03501350 physician office -ENVO:03501309 booth -CHEBI:24873 iron molecular entity -ENVO:01000093 boundary current front -ENVO:00005762 chloropicrin enriched soil -ENVO:01000688 lake coast -ENVO:01000861 area of dwarf scrub -ENVO:02000091 coal -FOODON:00001272 zebra milk beverage -NCBITaxon:1316646 Salicornioideae -ENVO:00000213 marine mesopelagic zone -FOODON:00001210 wheat flour food product -ENVO:00000545 shingle beach -ENVO:00005748 dry soil -ENVO:03600010 membrane bioreactor -ENVO:00000045 estuary -ENVO:01000848 flower strip -ENVO:03000117 channel -ENVO:01001653 well-mixed estuary -ENVO:01000949 lichen woodland -ENVO:03501242 desert island -UBERON:0011821 irregular connective tissue -ENVO:02000119 oil shale -ENVO:01000419 domestic garden -CHEBI:26708 sodium atom -UBERON:0002203 vasculature of eye -ENVO:01001802 subtropical moist broadleaf forest -UBERON:0001801 anterior segment of eyeball -UBERON:0000328 gut wall -ENVO:00002130 hypolimnion -FOODON:00001031 gorgonzola cheese food product -ENVO:03501356 conveyor system -ENVO:01000260 nutricline within a water body -ENVO:03600042 marine lake water -CHEBI:28659 phosphorus atom -ENVO:00000350 somma volcano -FOODON:03400187 natural cheese (us cfr) -CHEBI:23906 monoatomic cation -ENVO:01000062 marine benthic storm -ENVO:00000195 sinkhole -ENVO:01000017 sand -FOODON:00001103 fermented agave beverage -ENVO:00000239 pocasin -ENVO:00002210 aerobic sulfide-oxidizing bioreactor -ENVO:01000188 tropical savanna biome -ENVO:00000325 polje -ENVO:03605008 freshwater stream biome -ENVO:01001285 talc dust -ENVO:03600041 marine lake -ENVO:01001684 interface layer -ENVO:01000668 geological fault -ENVO:01000417 house -CHEBI:30187 aluminium oxide -ENVO:01000039 oceanic hadal pelagic zone biome -CHEBI:48109 nitrobenzenes -ENVO:00003862 dairy -FOODON:00001225 smoked meat food product -NCBITaxon:436491 Theropoda -UBERON:0001021 nerve -ENVO:01001281 paved parking lot -CHEBI:37602 allenes -UBERON:0001048 primordium -ENVO:01000977 dry pitfall trap -ENVO:03605005 epixylon -FOODON:00001033 emmenthal cheese food product -UBERON:0001798 vitreous body -UBERON:0002297 cerumen -FOODON:00004156 velvet bean food product -ENVO:00000280 escarpment -ENVO:01000686 marine water mass -FOODON:00001159 fermented pomaceous fruit beverage -CHEBI:33400 platinum(0) -ENVO:01000116 pebble sediment -ENVO:00002869 hay -ENVO:00000151 sabkha -UBERON:0000990 reproductive system -ENVO:01000941 planetary subsurface zone -FOODON:00001029 gouda cheese food product -ENVO:00000317 tidal pool -ENVO:01000323 atmospheric boundary layer -ENVO:00010358 fomite -ENVO:03600084 lichen material -ENVO:01001002 animal-associated environment -ENVO:03605009 freshwater stream ecosystem -ENVO:01000068 marine streamer -ENVO:00000514 crater -ENVO:01001119 composted animal manure -FOODON:00001154 citrullus lanatus fruit food product -ENVO:03500025 secondhand smoke -ENVO:02000000 hypodermic needle -CHEBI:33245 organic fundamental parent -ENVO:00002271 nuclear power plant -ENVO:01001791 mediterranean forest -FOODON:00001184 algal food product -NCBITaxon:1437183 Mesangiospermae -ENVO:01000541 thermosphere -CHEBI:33822 organic hydroxy compound -ENVO:0010162 dry stream valley -ENVO:01001040 saline environment -UBERON:0004786 gastrointestinal system mucosa -ENVO:01000456 concrete masonry unit -ENVO:01000156 biofilm material -ENVO:01000313 anthropogenic environment -ENVO:01000613 watercraft -ENVO:00000248 glacial valley -UBERON:0010313 neural crest-derived structure -ENVO:02000111 copper ore -ENVO:00005797 lake bottom mud -CHEBI:33552 sulfonic acid derivative -ENVO:01000713 flash flood -ENVO:00000447 marine biome -ENVO:00000278 dry stream -FOODON:00001146 solanaceous root food product -CHEBI:22977 cadmium atom -ENVO:01001649 heavy fraction material -ENVO:00000222 oceanic island -FOODON:00001008 liver paste -ENVO:01000169 indeterminate root nodule active meristem -ENVO:03501216 stainless steel -UBERON:0009618 trunk paraxial mesoderm -ENVO:03501195 assisted living facility -ENVO:00003092 salicylate enriched soil -CHEBI:23042 carotene -ENVO:00003930 scum -ENVO:03501128 conference room -CHEBI:33671 heteropolycyclic compound -ENVO:01001382 area of attached mussel assemblages -ENVO:00002204 anthropogenic contamination feature -FOODON:03430130 food (liquid) -CHEBI:155903 copper(II) phthalocyanine -ENVO:01000909 biocrust -ENVO:01000155 organic material -CHEBI:33623 aluminium oxides -ENVO:01001698 polar front -ENVO:01001607 water current -ENVO:01001329 estuarine tidal riverine open water lower water column -UBERON:0012360 bone of jaw -ENVO:2000007 biochar -ENVO:01001814 organic object -UBERON:0002049 vasculature -CHEBI:33636 bicyclic compound -CHEBI:33434 elemental halogen -CHEBI:33262 elemental oxygen -ENVO:01000030 marine hydrothermal vent biome -CHEBI:28938 ammonium -UBERON:0007625 pigment epithelium of eye -ENVO:01001803 tropical forest -ENVO:00000375 world heritage site -ENVO:01000732 clastic dike -CHEBI:16336 hyaluronic acid -FOODON:00001032 swiss cheese food product -ENVO:03510011 leather dye -CHEBI:33375 gadolinium atom -ENVO:03400010 freezing rain -CHEBI:36341 boson -FOODON:00001151 citrus fruit food product -CHEBI:80043 Nodularin -ENVO:01001891 alum spring -ENVO:01001818 enrichment culturing unit -ENVO:01000399 tropical needleleaf forest -ENVO:00000339 piece of rock +ENVO:03600074 aquaculture farm +NCBITaxon:1162 Nostocaceae +ENVO:01001531 sea ice field +ENVO:03510056 methyl cellulose paste +ENVO:01000601 motor vehicle +ENVO:01001698 polar front +ENVO:00002124 anaerobic bioreactor +ENVO:02000126 wood ash +FOODON:03400650 02 vegetables (ccpr) +ENVO:00000457 plateau glacier +CHEBI:13392 NAD(P)H +CHEBI:16042 halide anion +ENVO:00002133 anaerobic mud ENVO:01001423 cirrostratus fibratus cloud -CHEBI:23114 chloride salt -ENVO:00000112 area of tundra -UBERON:0015474 axilla skin -ENVO:00000062 populated place -ENVO:01000269 siltstone -ENVO:00005801 rhizosphere -CHEBI:46665 riebeckite -ENVO:00005760 burned soil -ENVO:01000118 sandy sediment -ENVO:01001104 rift zone -ENVO:01001822 active enrichment culturing unit -ENVO:01000059 sea grass bed -ENVO:01001148 planetesimal -ENVO:01001787 aquatic ecosystem -ENVO:01001477 liquid astronomical body part -ENVO:01000494 thatched exterior wall -CHEBI:33253 nucleon -UBERON:0013754 integumentary system layer -UBERON:0003129 skull -ENVO:01000988 ethnic food shop -UBERON:0002104 visual system -ENVO:01000006 coastal upwelling -CHEBI:35715 nitro compound -UBERON:0002271 periventricular zone of hypothalamus -UBERON:0002075 viscus -FOODON:00001010 processed meat food product -CHEBI:36093 inorganic chloride -ENVO:01001121 plant matter +ENVO:2000007 biochar +ENVO:01000575 wax +ENVO:06105275 silty loam +ENVO:03501216 stainless steel +ENVO:01000810 planetary atmosphere +FOODON:00001080 tape kefan food product +UBERON:0006003 integumentary adnexa +ENVO:03501297 meat processing plant +FOODON:00001217 mammalian milk beverage +CHEBI:25388 monohydroxybenzoate +ENVO:01001113 forage material +ENVO:01000670 vein +ENVO:00002872 bagasse +ENVO:00000437 Nye channel +ENVO:01000154 carbon dioxide-reducing sediment +UBERON:0001988 feces +UBERON:0004296 respiratory system lymphatic vessel smooth muscle +ENVO:01000185 montane desert biome +ENVO:03000005 erosionally enriched glacial ice +ENVO:01001355 crater zone +NCBITaxon:117558 Bathymodiolinae +ENVO:01000087 tidal mixing front +ENVO:03000025 erosionally enriched ice +ENVO:01001380 neritic mussel reef +ENVO:01000975 animal trap +FOODON:03400842 non alcoholic beverage (eurofir) +UBERON:0004529 anatomical projection +CHEBI:33595 cyclic compound +ENVO:01000430 broadleaf forest +CHEBI:38222 hydrocarbyl anion +UBERON:0003834 thoracic segment blood vessel +CHEBI:18422 sulfur dioxide +ENVO:01000162 organ +ENVO:03600066 halite +ENVO:00002191 animal litter +FOODON:00001163 solanaceous fruit food product +UBERON:0010336 mandibular process mesenchyme from neural crest +ENVO:00000291 drainage basin +ENVO:00000470 irrigation dam +UBERON:0003037 septum +CHEBI:33746 vanadium group molecular entity +UBERON:0008998 vasculature of brain +ENVO:00000413 pingo +ENVO:00005793 muddy water +CHEBI:35780 phosphate ion +ENVO:03510014 India ink +CHEBI:33485 chalcogen oxoanion +CHEBI:33241 oxoacid derivative +ENVO:01001480 domestic building +FOODON:03317170 meat (whole or parts) +ENVO:01001142 iron planet +ENVO:01000610 motor +ENVO:03000050 atmosphere-exposed melt pond +ENVO:01001120 animal manure product +ENVO:03501112 public bus +ENVO:01000007 organic object formed through microbial activity +UBERON:0006238 future brain +ENVO:00002231 alisol +ENVO:01000152 iron-reducing sediment +ENVO:01001022 natural lake +UBERON:0002297 cerumen +CHEBI:61120 nucleobase-containing molecular entity +CHEBI:61293 adenyl nucleotide +ENVO:00002252 solonchak +ENVO:01001489 spur +ENVO:00003963 warehouse +ENVO:00002199 sandy beach +UBERON:3000961 external integument structure +ENVO:00002186 contaminated water +ENVO:03605000 periphytic biofilm +ENVO:00002044 sludge +ENVO:00000249 lateral moraine +CHEBI:36388 saturated organic heterocyclic parent +ENVO:03605007 freshwater stream +CHEBI:27338 xylene +ENVO:01001019 hypereutrophic lake +CHEBI:61452 poly(ethylene terephthalate) polymer +ENVO:02000030 chyle material +ENVO:03501343 first nations reserve +ENVO:00002034 biofilm +ENVO:03600093 artificial satellite +CHEBI:88184 metal allergen +ENVO:01000449 wet meadow ecosystem +CHEBI:35293 fused compound +ENVO:01000995 dry river +ENVO:00000154 flood meadow ecosystem +NCBITaxon:301959 Mytilinae +ENVO:00003045 bacon curing brine +ENVO:01000339 polar biome +UBERON:0000913 interstitial fluid +ENVO:01001040 saline environment +ENVO:01001188 holothurian digestive tract contents +ENVO:01000459 asphalt concrete +ENVO:01000595 cupboard +UBERON:0001798 vitreous body +NCBITaxon:1177 Nostoc ENVO:03600045 plant pot -CHEBI:33374 samarium atom -CHEBI:24062 fluorine molecular entity -UBERON:0000483 epithelium -FOODON:03301227 broad bean (whole) -FOODON:00001257 milk or milk based food product -ENVO:00002030 aquatic biome -ENVO:00000111 forested area -ENVO:02000095 uranium ore -ENVO:00000097 desert area -ENVO:01001206 grassland ecosystem -ENVO:00003033 mushroom compost -ENVO:01000365 ice cave -ENVO:01001005 lunar rainbow -ENVO:00001995 rock -UBERON:0010000 multicellular anatomical structure -UBERON:0001473 lymphatic vessel -UBERON:0010259 1st arch mesenchyme from neural crest -ENVO:01000846 water ice crystal -CHEBI:26216 potassium atom -CHEBI:25430 monoatomic polycation -ENVO:01000570 hot-blast paraffin lantern -ENVO:00000290 graben -ENVO:00002259 agricultural soil -ENVO:01001455 temperate mountain -NCBITaxon:41377 Avicennia -ENVO:01001793 subtropical broadleaf forest -NCBITaxon:2836 Bacillariophyta -ENVO:02000019 bodily fluid material -UBERON:0006562 pharynx -ENVO:01000018 gravel -ENVO:01000148 marine coral reef buttress zone -ENVO:00004683 karst field -ENVO:03000137 freezing fog -FOODON:00001156 citrus fruit juice -ENVO:00000348 grain of rocky sand -ENVO:01001319 saline water body -CHEBI:25248 methyl ester -ENVO:01000479 lime plaster -CHEBI:28798 rubber particle -ENVO:01000844 fog -NCBITaxon:33154 Opisthokonta -ENVO:06105110 manufactured plastisphere -ENVO:03501157 mobile intensive care ambulance -ENVO:00000454 turlough -ENVO:03501349 airplane -ENVO:00002149 sea water -ENVO:01000558 liquefied hydrocarbon gas -ENVO:01000179 desert biome -NCBITaxon:6993 Orthoptera -CHEBI:16842 formaldehyde -UBERON:0007524 dense mesenchyme tissue -ENVO:01001526 frozen soil -ENVO:00003089 testosterone enriched soil -ENVO:03600004 drinking water treatment plant -FOODON:00001182 pickled cruciferous food product -ENVO:01000445 disturbed ecosystem -UBERON:0000383 musculature of body +ENVO:03520007 snow crystal +CHEBI:36878 inorganic radical ion +UBERON:0005629 vascular plexus +NCBITaxon:403651 Pfiesteriaceae ENVO:01000302 outcrop -ENVO:00000272 confluence -CHEBI:64709 organic acid -ENVO:01001064 hypoxic water -NCBITaxon:33090 Viridiplantae -FOODON:00001205 velvet bean (whole, dried) -ENVO:00002171 hay compost -CHEBI:36934 nitrogen-15 atom -ENVO:01000722 meltwater -ENVO:03510017 fountain pen ink -ENVO:01000196 coniferous forest biome +ENVO:03000116 snowpack +ENVO:01000782 utility line +ENVO:01001309 liquid air-water interface layer +ENVO:00002984 petroleum +UBERON:0005744 bone foramen +ENVO:00000043 wetland area +ENVO:01001056 environment determined by a biofilm on a saline surface +ENVO:01000283 lake layer +ENVO:00000421 wave-cut platform +ENVO:02000093 uranium mine +ENVO:01001809 subtropical grassland +ENVO:00000516 hummock +ENVO:01001141 carbon monoxide ice +ENVO:01000650 stream channel +ENVO:00000230 coastal wetland ecosystem +ENVO:01001887 letter paper +ENVO:01000765 informal settlement +ENVO:00000493 obsequent stream +CHEBI:23116 chlorine atom +ENVO:00010625 zoological garden +UBERON:0005388 photoreceptor array +ENVO:01001053 saline aerosol environment +UBERON:0000485 simple columnar epithelium +FOODON:00001202 winged bean food product +UBERON:0004362 pharyngeal arch 1 +ENVO:03501326 bottle +ENVO:00000195 sinkhole +CHEBI:33653 aliphatic compound +ENVO:01000635 planetary landmass +FOODON:00001124 caprine cheese food product +CHEBI:26178 polyester macromolecule +UBERON:0010360 pharyngeal arch mesenchyme from head mesenchyme +FOODON:00001169 cruciferous food product +ENVO:01001207 ranch +NCBITaxon:1892265 Gloeotrichiaceae +CHEBI:33661 monocyclic compound +ENVO:00000342 ice cap dome ENVO:03501175 psychiatric unit facility -ENVO:01001182 tended pasturable land -ENVO:00000510 meander neck -ENVO:00002267 industrial waste material -CHEBI:33324 strontium atom -ENVO:03501103 ambulance -FOODON:00001090 sour milk beverage -NCBITaxon:7010 Schistocerca gregaria -ENVO:03501247 humpback bridge -PO:0025034 leaf -UBERON:0001606 muscle of iris -ENVO:00002051 stony-iron meteorite -ENVO:01000459 asphalt concrete -ENVO:00002003 fecal material -CHEBI:36587 organic oxo compound -ENVO:00003964 tobacco warehouse -NCBITaxon:41197 Heteroneura -ENVO:01000918 open animal house -ENVO:00002125 anaerobic dechlorinating bioreactor -CHEBI:25111 magnesium porphyrin -CHEBI:18140 hydrogen halide -ENVO:00002156 Superfund site +CHEBI:36874 radical cation +UBERON:0004732 segmental subdivision of nervous system +UBERON:0001778 ciliary epithelium +UBERON:0002049 vasculature +ENVO:01001163 IUCN wilderness area +CHEBI:83811 proteinogenic amino acid derivative +UBERON:0006222 future diencephalon +ENVO:00005788 rubber plantation soil +ENVO:01000983 technosphere +FOODON:00001008 liver paste +ENVO:01001284 barium dust +CHEBI:24833 oxoacid +ENVO:00002130 hypolimnion +CHEBI:33304 chalcogen molecular entity +CHEBI:35681 secondary alcohol +ENVO:00005776 peaty paddy field soil +ENVO:01000797 gaseous environmental material +ENVO:01000133 hyperthermophilic sediment +ENVO:03600065 spring water +ENVO:2000000 chemical product +ENVO:01001230 tropical marginal sea biome +NCBITaxon:1955150 Acrididea +ENVO:03501360 equipment leg +ENVO:01001088 aerosolised liquids +ENVO:01001320 fresh water body +FOODON:00001076 sake food product +CHEBI:23043 epoxycarotenoid +CHEBI:27376 methanesulfonic acid +ENVO:01001883 hoar crystal +NCBITaxon:1437183 Mesangiospermae +ENVO:00000092 sea beach +ENVO:01001792 tropical broadleaf forest +CHEBI:37175 organic hydride +ENVO:00000048 navigation canal +ENVO:01001524 frozen land +ENVO:02000157 municipal landfill +ENVO:01000266 water vapour +UBERON:0005291 embryonic tissue +CHEBI:33319 lanthanoid atom +UBERON:0007237 1st arch mandibular component +CHEBI:33261 organosulfur compound +ENVO:03501287 livestock house +ENVO:00005754 fertilized soil +ENVO:01000847 hair ice +ENVO:01001537 sea ice hummock +ENVO:01000941 planetary subsurface zone +CHEBI:131621 C19-steroid +UBERON:0004140 primary heart field +FOODON:03315173 fish product (unspecified species) +CHEBI:143901 manganese dihydroxide +ENVO:00002243 histosol +CHEBI:63367 monosaccharide derivative +CHEBI:33575 carboxylic acid +ENVO:03501193 pharmacy +ENVO:01000326 deep chlorophyll maximum layer +ENVO:01000842 smog +FOODON:00001994 leguminous vegetable food product +FOODON:03400209 fruit jelly (us cfr) +ENVO:03500005 anthropogenic litter +FOODON:00001111 equine dairy food product +ENVO:00000163 coffee plantation +UBERON:0001421 pectoral girdle region +ENVO:00000415 raised beach +ENVO:03501165 oncology unit facility CHEBI:37164 homopolysaccharide -ENVO:02000004 nesting material -ENVO:03501208 air vent -ENVO:01000309 cold environment -ENVO:01000353 marine mesoscale eddy field -ENVO:00005794 water scum -UBERON:0004785 respiratory system mucosa -UBERON:0001008 renal system -UBERON:0003714 neural tissue -ENVO:02000098 platinum ore -CHEBI:17544 hydrogencarbonate -CHEBI:33832 organic cyclic compound -ENVO:01000119 silty sediment -FOODON:00001183 bread food product -ENVO:03501248 overpass -ENVO:01001321 brackish water body -FOODON:00001626 bakery food product -ENVO:01000944 microplastic particle -ENVO:03510061 soy ink -ENVO:01000325 aquatic layer -CHEBI:33300 pnictogen -ENVO:01000525 rock intrusion -ENVO:01001232 sapropelic kerogen -ENVO:00000173 rocky desert -ENVO:01000278 pingo scar -PO:0025497 collective plant structure -CHEBI:63409 pentose derivative -ENVO:03400012 hail stone -UBERON:0010316 germ layer / neural crest -ENVO:03501325 transport boat -ENVO:03510058 pharmaceutical ink -ENVO:01000935 campground -CHEBI:36309 cyclic tetrapyrrole +ENVO:03501270 chapter house +ENVO:01001328 estuarine tidal riverine open water pycnocline +NCBITaxon:240294 Schizothrix +CHEBI:38263 2-amino-3-hydroxybutanoic acid +ENVO:00000385 stream mouth +ENVO:01001379 mussel bed +CHEBI:62967 amorphous cellulose +ENVO:01000436 waterborne particulate matter +NCBITaxon:1121 Aphanothece +ENVO:01001825 active anaerobic enrichment culturing unit +ENVO:01000408 environmental zone +ENVO:00003043 sewage plant +NCBITaxon:91827 Gunneridae +ENVO:03501327 utensil +CHEBI:24840 inorganic sulfate salt +ENVO:06105110 manufactured plastisphere +ENVO:01000382 cold desert +UBERON:0005598 trunk somite +UBERON:0017650 developing mesenchymal structure +ENVO:00000518 ditch mouth +FOODON:00001009 hot dog +ENVO:02000019 bodily fluid material +ENVO:00000197 endorheic lake +ENVO:01000799 astronomical body +CHEBI:17087 ketone +ENVO:03501296 cheese processing plant +CHEBI:50594 carbon nanotube +ENVO:01000317 aquatic environment +CHEBI:26935 tetraterpenoid +CHEBI:35107 azane +UBERON:0013702 body proper +ENVO:03000132 firebreak +UBERON:0000019 camera-type eye +CHEBI:3992 cyclic ketone +CHEBI:24913 isoprenoid +ENVO:01000490 sandy building floor +ENVO:00003031 animal manure +ENVO:01001683 gaseous surface layer +CHEBI:32628 leucinium +CHEBI:24632 hydrocarbon +ENVO:00000406 mid-ocean ridge +ENVO:03510000 wood dust +CHEBI:39479 butadiene +CHEBI:33585 lead molecular entity +CHEBI:61250 brevetoxin A +ENVO:01001033 digestive tract environment +CHEBI:60737 polyurethane polymer +ENVO:00000116 vineyard +CHEBI:18230 chlorophyll a +UBERON:0000475 organism subdivision +ENVO:00005743 roadside soil +ENVO:03501257 barn FOODON:00001242 spice or herb -FOODON:00001611 apple food product -UBERON:0001970 bile -ENVO:00000122 track -ENVO:03510027 enamel thinner -ENVO:00002047 urine material -ENVO:01000084 estuarine front -FOODON:00001014 yogurt food product -ENVO:00000556 wing dam -FOODON:00002643 food (dehydrated) -NCBITaxon:6545 Pteriomorphia -CHEBI:33252 atomic nucleus -FOODON:00001020 beer wort food product -ENVO:00000308 dune slack -ENVO:00002268 sphagnum bog -ENVO:00000052 volcanic crater lake -CHEBI:25107 magnesium atom -FOODON:00002125 plant based bakery food product -NCBITaxon:117570 Teleostomi -ENVO:03501298 stable bandage -ENVO:01000765 informal settlement -CHEBI:29067 carboxylic acid anion -ENVO:00000402 mud volcano -ENVO:03600009 interstitial water -ENVO:01000448 mixed grassland -CHEBI:32627 leucinate -ENVO:00000022 river -FOODON:00001027 cheddar cheese food product -ENVO:01000001 mud -ENVO:00003914 chalk soil -UBERON:0004016 dermatome -ENVO:2000011 anthracite -ENVO:00000228 inverse estuary -ENVO:01000367 anchialine cave -ENVO:01000618 lotic water body -UBERON:0000060 anatomical wall -ENVO:01000893 area of woody wetland -ENVO:03501347 hotel -CHEBI:33743 manganese group molecular entity +ENVO:02000022 excreta material +ENVO:03501282 hangar +ENVO:2000003 agricultural wastewater treatment plant +ENVO:00000258 alluvial plain +ENVO:00000551 endorheic basin +ENVO:01000076 marine chemocline +ENVO:03000041 brine channel +ENVO:01001849 glaze +ENVO:03600068 ice wedge +ENVO:02000045 red clay +ENVO:00002222 food shop +ENVO:01000036 oceanic mesopelagic zone biome +ENVO:00000158 causeway +ENVO:00002178 iron-reducing zone of petroleum contaminated sediment +ENVO:01000936 dedicated campground +ENVO:01001649 heavy fraction material +ENVO:01000779 public infrastructure +ENVO:02000043 biological product +PCO:0000031 organismal entity +ENVO:00005739 sea foam +ENVO:01001147 helium planet +NCBITaxon:2836 Bacillariophyta +UBERON:0018674 heart vasculature +ENVO:01001650 light fraction material +CHEBI:33358 cobalt group element atom +ENVO:06105118 lost fishing gear +ENVO:01001687 mass of solid material +ENVO:03501366 screw conveyor +CHEBI:17632 nitrate +ENVO:01000773 village +ENVO:01000300 atmospheric Taylor column +ENVO:01000368 anchialine pool +ENVO:00000222 oceanic island +ENVO:01001776 subsurface zone of an astronomical body +CHEBI:51143 nitrogen molecular entity +UBERON:0006965 vascular cord +ENVO:00002141 leachate +ENVO:03000074 grease ice layer +ENVO:00000350 somma volcano +UBERON:0001630 muscle organ +ENVO:00003093 poly-beta-hydroxybutyrate enriched soil +UBERON:0011821 irregular connective tissue +ENVO:01000338 litter layer +NCBITaxon:33213 Bilateria +ENVO:01001098 tectonic plate boundary +CHEBI:26082 phosphorus molecular entity +UBERON:0004141 heart tube +ENVO:01001128 mini-Neptune +ENVO:00000037 ditch +FOODON:03315302 cocoa food product +UBERON:0001003 skin epidermis +ENVO:01000126 marine sub-littoral zone +ENVO:01000254 environmental system +ENVO:00000488 glacial lake +ENVO:01001846 depth hoar +ENVO:2100000 anatomical entity environment +ENVO:01001383 area of attached Modiolus assemblages +ENVO:00000562 park ENVO:02000027 blood plasma material -ENVO:03600053 yard -NCBITaxon:376913 Haplorrhini -ENVO:03000108 slab snow -UBERON:0002090 postcranial axial skeleton -ENVO:03000143 cryosphere -FOODON:00001295 pecorino cheese -UBERON:0016880 future nervous system -ENVO:00000890 small river biome -ENVO:01000265 hydrothermal seep -ENVO:03501194 long-term care facility -FOODON:00002151 plant seed based bakery food product -ENVO:01001546 iceberg -UBERON:0000467 anatomical system -ENVO:01001422 cirrus spissatus cloud -FOODON:00002196 refined or partially-refined food product -ENVO:02000058 cloth -UBERON:0035965 wall of blood vessel -UBERON:0011156 facial skeleton -CHEBI:143907 manganese hydroxide -ENVO:00000313 blowout -UBERON:0000176 oronasal secretion -ENVO:03000037 glacial ice ablation zone -ENVO:03501116 rapid transit system -ENVO:00000054 saline marsh -ENVO:00000274 continental rise -ENVO:00005786 upland soil -ENVO:00002232 andosol -ENVO:00000194 scree -CHEBI:37096 adenosine 5'-phosphate -ENVO:01000369 vadose cave -ENVO:2000005 freshwater algal bloom -ENVO:01001454 polar mountain -ENVO:00000314 alluvial fan -NCBITaxon:1177 Nostoc -ENVO:00000041 tidal creek -CHEBI:33233 fundamental particle -NCBITaxon:32523 Tetrapoda -UBERON:0009584 1st arch mandibular mesenchyme -ENVO:00000428 biome -ENVO:01000131 mesophilic sediment -CHEBI:50313 onium cation -ENVO:03501265 public toilet -ENVO:03501191 physiotherapy clinic -CHEBI:61293 adenyl nucleotide -CHEBI:33256 primary amide -ENVO:00000120 oil palm plantation -CHEBI:26284 propane-1,2-diols -UBERON:0007719 bone of reproductive organ -ENVO:01000388 tropical semi-deciduous broadleaf forest -ENVO:01000938 hot tub -ENVO:01000358 acidic water +CHEBI:33671 heteropolycyclic compound +ENVO:01000980 channel of an intermittent stream +CHEBI:29075 mononucleotide +ENVO:00005756 lawn soil +FOODON:03400861 prepared food product (eurofir) +UBERON:0001796 aqueous humor of eyeball +CHEBI:24433 group +ENVO:00000416 coastal dune +ENVO:01000243 boulder +ENVO:02000024 aqueous humour material +UBERON:0011823 dense connective tissue +ENVO:01001129 super-Jupiter +ENVO:00000554 saddle dam +ENVO:03501133 homeless shelter +CHEBI:16474 NADPH +CHEBI:30222 neutron +ENVO:01000060 particulate environmental material +UBERON:0000172 vomit +ENVO:00000228 inverse estuary +ENVO:03600071 cyanobacterial bloom +UBERON:0000307 blastula +ENVO:03000082 thermokarst lake +UBERON:0007798 vascular system +NCBITaxon:28073 Lyngbya +ENVO:03520005 cloud top +ENVO:00000367 IUCN national park +ENVO:01001684 interface layer +ENVO:01000399 tropical needleleaf forest +ENVO:03600030 soil horizon +ENVO:00005746 savanna soil +ENVO:00003032 fresh animal manure +FOODON:00001129 goat milk cheese food product +ENVO:01001030 environment determined by a metazoan secretion +ENVO:00000473 gravel pit +CHEBI:36389 saturated organic heteromonocyclic parent +ENVO:01000197 broadleaf forest biome ENVO:00005766 limed soil -ENVO:01000254 environmental system -CHEBI:33561 d-block element atom -ENVO:01001415 homogenitus cloud +CHEBI:26607 saturated fatty acid +ENVO:01000858 marine upwelling biome +ENVO:01001614 ice-bearing permafrost +CHEBI:27363 zinc atom +ENVO:01001275 solid layer +NCBITaxon:1892263 Hapalosiphonaceae +ENVO:03501116 rapid transit system +ENVO:00000520 landslide +ENVO:03000084 thermokarst depression +ENVO:01001187 holothurian digestive tract +ENVO:01000336 shrub layer +ENVO:01001462 UNEP-WCMC class 2 mountain +ENVO:01003003 particle of clay +ENVO:00000053 freshwater marsh +ENVO:03501275 corn exchange +ENVO:01000648 magma +UBERON:0003104 mesenchyme +ENVO:01001781 part of a landmass +ENVO:01000821 photosphere +CHEBI:35426 ortho-fused bicyclic arene +ENVO:03501197 institutional building +ENVO:00000198 ice-covered lake +ENVO:03600072 ophiolites +CHEBI:33415 elemental carbon +NCBITaxon:6101 Anthozoa +CHEBI:166975 soybean oil +FOODON:03301977 beverage food product +ENVO:01000483 flat glass +ENVO:01001268 urban stormwater +ENVO:00000463 harbour +CHEBI:28694 copper atom +NCBITaxon:169697 Arecoideae +FOODON:00001007 sausage food product +ENVO:06105238 residual water in soil +ENVO:01001714 occluded front +UBERON:0004111 anatomical conduit +CHEBI:62764 reactive nitrogen species +ENVO:01001804 subtropical forest +CHEBI:36963 organooxygen compound +ENVO:00005804 nest of ant +ENVO:01000165 trophosome +UBERON:0000481 multi-tissue structure +CHEBI:36962 organochalcogen compound +ENVO:00009725 ice piedmont +CHEBI:24839 inorganic salt +ENVO:01001402 haze +ENVO:01000998 environmental system determined by a material +ENVO:01000183 tropical desert biome +CHEBI:33434 elemental halogen +ENVO:01001847 hoarfrost +CHEBI:26708 sodium atom +ENVO:00005775 salt contaminated soil +ENVO:01001527 plastic-frozen soil +ENVO:02000023 bile material +ENVO:02000116 aluminum welding fume +ENVO:01000643 inner planetary core +ENVO:01001783 liquid surface of an astronomical body +ENVO:00000129 stream valley +UBERON:0002307 choroid plexus of lateral ventricle +NCBITaxon:314295 Hominoidea +ENVO:03605002 epipelon +CHEBI:139291 chlorophyll(1-) +ENVO:00000225 highly stratified estuary +ENVO:01000019 cave floor +NCBITaxon:7008 Schistocerca +ENVO:01001388 oceanic mussel bed +ENVO:00000248 glacial valley +ENVO:03501310 switch +ENVO:03501169 pediatric unit facility +ENVO:03501272 mosque +CHEBI:24870 ion +UBERON:0009569 subdivision of trunk +ENVO:00000368 ephemeral island +FOODON:00001098 fermented apple beverage +ENVO:01001013 reflection rainbow +ENVO:00000893 xeric basin biome +UBERON:0004277 eye muscle +ENVO:00005751 jungle soil +ENVO:00002018 sewage +ENVO:00000491 subsequent stream +CHEBI:33482 sulfur oxoanion +FOODON:00001878 frozen dairy dessert +ENVO:03501173 post-anesthesia care unit facility +ENVO:00000508 terrace +FOODON:00002156 plant stem or spear vegetable food product +CHEBI:27856 acetamide +ENVO:01000309 cold environment +FOODON:00002753 bean (whole) +ENVO:01001132 hot Neptune +ENVO:00005777 steppe soil +ENVO:01000298 continental margin +FOODON:00001074 barley malt vinegar +ENVO:03501267 peeler +CHEBI:16136 hydrogen sulfide +ENVO:00000256 floodway +ENVO:03501336 place of worship +UBERON:0016888 transitional anatomical structure +FOODON:03401095 50192900 - pasta/noodles (gs1 gpc) +UBERON:0000915 thoracic segment of trunk +ENVO:2100003 skin environment +ENVO:01000043 neritic mesopelagic zone biome +ENVO:01001181 rhizoplane +ENVO:01001071 impact crater +ENVO:00002179 intertidal sediment +ENVO:00000017 saline hydrographic feature +ENVO:03600082 crustal fluid +ENVO:03510034 turpentine +CHEBI:33499 uranium molecular entity +ENVO:00000212 marine abyssalpelagic zone +ENVO:03501307 ceramic +ENVO:00000397 lake channel +ENVO:06105026 granule of plastic foam +ENVO:01000567 paraffin lantern +ENVO:03000046 frazil ice +ENVO:00003081 metal contaminated soil +ENVO:01000488 wooden building floor +ENVO:01001357 desert +ENVO:01000590 mattress +NCBITaxon:8457 Sauropsida +ENVO:00000544 leat 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volume of cyanoacrylate -CHEBI:17578 toluene -FOODON:03400644 a. primary food commodities of plant origin (ccpr) -ENVO:00000470 irrigation dam -CHEBI:38251 magnesium tetrapyrrole -ENVO:00002144 cave wall -UBERON:0003824 nerve of thoracic segment -ENVO:00000475 inlet +ENVO:01000005 upwelling +ENVO:00000238 fluvial dambo +CHEBI:33637 ortho-fused compound +UBERON:0036253 orifice of skull +ENVO:01000940 fissure water +ENVO:01001241 crop canopy +CHEBI:33562 f-block element atom +ENVO:01001673 fluid surface layer +ENVO:2000005 freshwater algal bloom +ENVO:00003885 brewery +ENVO:00002214 power plant +ENVO:00000157 peat cut +ENVO:01001468 intertidal ecosystem +CHEBI:27638 cobalt atom +ENVO:00005761 meadow soil +ENVO:01000325 aquatic layer +ENVO:01000392 tropical upper montane forest +UBERON:0004522 vasculature of musculoskeletal system +CHEBI:26714 sodium salt +CHEBI:134179 volatile organic compound +ENVO:01000463 hydraulic cement +ENVO:1000751 barrier island +CHEBI:37578 halide 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+UBERON:0002385 muscle tissue +ENVO:01000520 latrine slab +ENVO:00005792 underground water +CHEBI:18059 lipid +ENVO:01000241 juniper woodland +UBERON:0004221 intestine smooth muscle +ENVO:03501115 public subway train +UBERON:0036244 secretion of serous membrane +CHEBI:16716 benzene +ENVO:01000507 iron sheet +ENVO:00000478 range of mounts +ENVO:03501368 conveyor roller +ENVO:00003096 tap water +ENVO:03000110 cryoform +ENVO:01001828 anthropised ecosystem +FOODON:03310387 oil +ENVO:03501328 fork +ENVO:01000820 pedosphere +ENVO:01003002 particle +ENVO:00000068 tunnel +CHEBI:46679 gruenerite +NCBITaxon:695564 Erebidae +ENVO:00002170 compost +ENVO:00003323 tannery +UBERON:0000122 neuron projection bundle +ENVO:01000177 grassland biome +ENVO:01001455 temperate mountain +NCBITaxon:197563 Mandibulata +UBERON:0004864 vasculature of retina +FOODON:00001097 fermented sugar cane beverage +ENVO:00000098 island +CHEBI:38104 oxacycle +UBERON:0007213 mesenchyme derived from head neural crest +FOODON:00001284 duck meat food product +FOODON:00002157 plant sweetener +CHEBI:37577 heteroatomic molecular entity +UBERON:0004120 mesoderm-derived structure +FOODON:00001201 dry bean food product +UBERON:0009891 facial mesenchyme +ENVO:03520006 supercooled water droplet +CHEBI:22728 benzopyrrole +FOODON:03400777 eurofir food classification +ENVO:00005769 mountain forest soil ENVO:01000037 oceanic bathypelagic zone biome -ENVO:03501293 tote bag -UBERON:0013522 subdivision of tube -CHEBI:50335 organic nitrogen anion -ENVO:01001557 water-body-derived ice -UBERON:0004521 vasculature of muscle organ -FOODON:00001141 wheat food product -ENVO:00002240 kastanozem -UBERON:0003072 optic cup -ENVO:01001489 spur -PO:0025007 collective plant organ structure -ENVO:03501367 pneumatic conveyor -UBERON:0015203 non-connected functional system -ENVO:01000329 cypress dome -ENVO:03510056 methyl cellulose paste -ENVO:01000185 montane desert biome -ENVO:01001629 polymetallic nodule ecosystem -ENVO:00000355 monogenetic volcanic field -ENVO:01000602 truck -FOODON:00001126 bovine cheese food product -ENVO:00000491 subsequent stream +UBERON:0001555 digestive tract +CHEBI:13389 NAD +NCBITaxon:2821351 Conifers II +ENVO:01001204 alluvial deposit +UBERON:0011779 nerve of head region +UBERON:0005283 tela choroidea +UBERON:0009584 1st arch mandibular mesenchyme +ENVO:01001324 estuarine tidal riverine coastal pycnocline +UBERON:0000174 excreta +UBERON:0003499 brain blood vessel +ENVO:03501104 recreational cruise ship +CHEBI:36344 hadron +ENVO:00000445 transvasement +ENVO:01000619 closed ecological system +ENVO:01000260 nutricline within a water body +ENVO:00000348 grain of rocky sand +ENVO:03501148 geriatric care unit facility +ENVO:01000202 temperate broadleaf forest biome +ENVO:03501346 chopstick +NCBITaxon:2696291 Ochrophyta +ENVO:01000281 layer +CHEBI:26401 purines +ENVO:01000979 channel of an intermittent river +ENVO:00000318 high tide zone +CHEBI:25696 organic anion +ENVO:00000191 solid astronomical body part +ENVO:01001074 lake with a hypoxic hypolimnion +CHEBI:59999 chemical substance +ENVO:00000062 populated place +ENVO:03000145 snow-covered land +ENVO:03000075 shuga +NCBITaxon:2910 Peridiniales +CHEBI:38252 phorbines +UBERON:0002100 trunk +ENVO:01000426 room +ENVO:00002128 mesophilic sulfur spring +ENVO:00000276 drumlin +ENVO:00000507 wadi mouth +ENVO:01000113 suspended sediment +ENVO:01000094 subtropical convergence front +UBERON:0004456 entire sense organ system +ENVO:01000249 urban biome +ENVO:01000512 wooden building roof +NCBITaxon:37567 Ditrysia +ENVO:03000120 subglacial lake +ENVO:01000331 cypress swamp +ENVO:00002251 planosol +ENVO:00000028 sand pit quarry +ENVO:01000024 marine benthic biome +NCBITaxon:2157 Archaea +FOODON:00001230 mustard seed food product +ENVO:01000214 tropical shrubland biome +NCBITaxon:33392 Endopterygota +ENVO:01001021 humic lake +ENVO:03600000 cleanroom +UBERON:0012112 ingested food +UBERON:0010188 protuberance +ENVO:01001017 halo +ENVO:03600011 mineral horizon +CHEBI:47885 dinucleotide +CHEBI:30512 silver atom +ENVO:02000058 cloth +ENVO:01001785 land +ENVO:06105016 foamed plastic +PO:0025029 shoot axis +ENVO:01000501 burnt brick +FOODON:00001006 mammalian meat food product +ENVO:01001337 riverine anchor ice +ENVO:03501365 bucket conveyor +CHEBI:35881 pnictogen hydride +ENVO:01000057 marine algal bloom +ENVO:01000828 humid air +NCBITaxon:198592 Umezakia +ENVO:00002211 thermophilic anaerobic methanogenic reactor +CHEBI:32876 tertiary amine +ENVO:2000043 tidal power plant +ENVO:03510030 vitreous enamel +ENVO:00001997 acid mine drainage +ENVO:01001378 marine bed +ENVO:01001546 iceberg +FOODON:03400187 natural cheese (us cfr) +ENVO:01000063 planktonic material +ENVO:01000476 plaster +ENVO:02000136 research nuclear reactor +ENVO:01001418 cirrus fibratus cloud +CHEBI:49470 aluminium(3+) +CHEBI:33400 platinum(0) +ENVO:01000292 warm polymictic lake +UBERON:0001708 jaw skeleton ENVO:01001227 aquatic natural environment -ENVO:03510023 shellac -ENVO:01000666 area of open water -FOODON:00001185 rice food product -UBERON:0001866 sebum -CHEBI:167164 mineral nutrient -ENVO:01000432 swamp forest -ENVO:01000537 atmospheric ozone -CHEBI:33249 organyl group -ENVO:01000045 epeiric sea biome -CHEBI:33251 monoatomic hydrogen -ENVO:01001717 neutral occluded front -UBERON:0001353 anal region -ENVO:03600019 sugarcane vinasse -ENVO:02000134 thermal nuclear reactor -CHEBI:36357 polyatomic entity -ENVO:01000853 marl -ENVO:00003861 industrial building -ENVO:03000141 snow layer -CHEBI:16236 ethanol -CHEBI:58954 straight-chain saturated fatty acid anion -ENVO:03501214 locker -UBERON:0002424 oral epithelium -FOODON:00001129 goat milk cheese food product -ENVO:03400015 sleet pellet -ENVO:03501236 business park -FOODON:03312053 pork (dehydrated) -ENVO:00002224 eutrophic water -ENVO:01001256 coastal shrimp pond -ENVO:00000252 terminal moraine -ENVO:01001385 Bathymodiolus-dominated oceanic mussel reef -NCBITaxon:91888 lamiids +ENVO:00000302 rift valley +ENVO:00000164 rubber plantation +ENVO:02000091 coal +ENVO:01000972 take-out restaurant CHEBI:33331 yttrium atom -FOODON:00001130 sheep milk cheese food product -CHEBI:48123 silicate ion -ENVO:03510008 diesel exhaust -ENVO:01000253 freshwater river biome -FOODON:00002141 plant fruit as vegetable food product -ENVO:00002266 chicken breeding waste material -ENVO:01000069 mesoscale marine eddy -FOODON:00001292 oyster food product -FOODON:00001070 miso food product -ENVO:00000119 planted forest -ENVO:01001386 mussel reef -ENVO:01001537 sea ice hummock -CHEBI:33498 actinoid molecular entity -NCBITaxon:436492 Coelurosauria -ENVO:00000439 dell -ENVO:01001788 marine ecosystem -ENVO:01000680 polluted lake -ENVO:00000232 fen -BFO:0000024 fiat object -ENVO:00002118 sea sand -NCBITaxon:7705 Holothuroidea -CHEBI:24471 halogen molecular entity -ENVO:00002182 nitrobenzene enriched sediment -UBERON:0004479 musculature of trunk -FOODON:03400143 fruit or fruit product (us cfr) -UBERON:1100000 digestive tract junction -ENVO:01000647 asthenosphere -ENVO:01000800 planet -ENVO:01001173 sacred site -ENVO:03501187 massage therapy clinic -ENVO:01000888 area of gramanoid or herbaceous vegetation -FOODON:00001046 animal seafood product -ENVO:00002213 anaerobic sludge blanket reactor -ENVO:03600067 neonatal intensive care unit -ENVO:00000048 navigation canal -ENVO:00002044 sludge -ENVO:00000294 fish farm -CHEBI:17045 dinitrogen oxide -CHEBI:33240 coordination entity -ENVO:00000386 river mouth -ENVO:00002121 alkaline salt lake -ENVO:00000115 orchard -UBERON:0002532 epiblast (generic) -ENVO:01001271 impermeable surface layer -ENVO:01000442 dacite -ENVO:00000415 raised beach -ENVO:00000333 subjacent karst -UBERON:0003386 smooth muscle of eye -ENVO:01001126 astrogeological ice -ENVO:01000983 technosphere -ENVO:03510015 xanthan gum -NCBITaxon:131567 cellular organisms -UBERON:0004864 vasculature of retina -BFO:0000027 object aggregate -ENVO:01001562 hydrogel -ENVO:01001236 sulfrous kerogen -ENVO:03605003 epiphyton -ENVO:02000053 hide -ENVO:03501156 maternity unit facility -ENVO:01001242 canopy -ENVO:0010163 dry river valley -ENVO:01000650 stream channel -ENVO:00000240 saline wetland -ENVO:00001999 marine water body +CHEBI:32234 titanium dioxide +NCBITaxon:4434 Bataceae +FOODON:00002787 vetch food product +CHEBI:26421 pyridines +ENVO:01000046 marginal sea biome +ENVO:01000546 exosphere +CHEBI:63062 aluminium cation +CHEBI:18140 hydrogen halide +ENVO:01001165 IUCN natural monument or feature +ENVO:02000052 umbrella +ENVO:00000260 prairie +ENVO:01000357 alkaline water +UBERON:0007794 secretion of serous gland +ENVO:00000075 bridge +ENVO:00000106 grassland area +UBERON:0011863 bone collagen fibril +UBERON:0001262 wall of intestine +CHEBI:16234 hydroxide +ENVO:01001226 terrestrial natural environment +ENVO:01001209 wetland ecosystem +ENVO:01001352 glacial ice accumulation zone +ENVO:00000179 mesa +FOODON:00002196 refined or partially-refined food product +CHEBI:24651 hydroxides +FOODON:00001052 amasake food product +ENVO:01000376 tropical marine semi-evergreen forest +CHEBI:33317 boron group element atom +ENVO:01000471 ceiling +ENVO:01001369 tidal mangrove shrubland +CHEBI:38460 methylindole +CHEBI:36125 cyclitol carboxylic acid anion +NCBITaxon:9606 Homo sapiens +ENVO:00000324 outflow cave +ENVO:03600040 fermentation starter +FOODON:03315904 sausage (whole) +CHEBI:38295 azabicycloalkane +FOODON:00001048 meshanger cheese food product +ENVO:01001122 gas planet +ENVO:00002058 secondary sludge +ENVO:03600079 shredder +ENVO:02000112 fume +ENVO:01001806 tropical grassland +ENVO:00000424 lake island +ENVO:00000252 terminal moraine +ENVO:01000139 animal carcass fall +UBERON:0036302 vasculature of central nervous system plus retina +UBERON:0002329 somite +ENVO:01000800 planet +ENVO:01000395 temperate sclerophyllous dry forest +CHEBI:33645 acyclic olefin +ENVO:01001479 fluid astronomical body part +UBERON:0000970 eye +FOODON:00002139 plant fat or oil refined food product +FOODON:00001181 food (cooked) +UBERON:8450002 excretory system +NCBITaxon:7705 Holothuroidea +ENVO:03501304 cellophane +UBERON:0010740 bone of appendage girdle complex +ENVO:01000166 mycetome +CHEBI:36244 dicarboxylic acid monoester CHEBI:33551 organosulfonic acid -ENVO:01001233 labile kerogen -UBERON:0005177 trunk region element -ENVO:01000832 raindrop -UBERON:0004522 vasculature of musculoskeletal system -ENVO:01001886 landform -CHEBI:35217 alkaline earth coordination entity -ENVO:00002237 chernozem -FOODON:00001256 dairy food product -CHEBI:136861 pyrrolopurine -CHEBI:80770 Brevetoxin B -ENVO:00000165 asphalt lake -ENVO:01000050 marine subtidal rocky reef biome -ENVO:03501328 fork -ENVO:02000040 mucus material -ENVO:01000819 hydrosphere +UBERON:0007651 anatomical junction +ENVO:01001273 liquid layer +ENVO:00003088 pantothenate enriched soil +UBERON:0004734 gastrula +ENVO:00000223 continental shelf +CHEBI:28073 chromium atom +UBERON:0014371 future telencephalon ENVO:01000948 polar tree-line ecotone -NCBITaxon:131221 Streptophytina -ENVO:01001711 upper air -ENVO:01000471 ceiling -CHEBI:26835 sulfur molecular entity -ENVO:03510025 paint thinner -ENVO:01001692 methane gas bubble -ENVO:01001336 marine tidal flow -ENVO:00000316 intertidal zone -CHEBI:36388 saturated organic heterocyclic parent -ENVO:00005805 nest of bird -ENVO:00000443 flood control reservoir -ENVO:00000502 container of an intermittent saline lake -ENVO:01000960 secondary atmosphere -ENVO:00000512 pond bed -ENVO:01000815 liquid environmental material -ENVO:01000533 covered pit latrine with slab floor -ENVO:01000936 dedicated campground -ENVO:01001044 soil environment -ENVO:01000598 freshwater spring -ENVO:01000574 candle -ENVO:01000383 temperate evergreen needleleaf forest -ENVO:02000008 cell culture -UBERON:0000915 thoracic segment of trunk -ENVO:01000222 subtropical woodland biome -ENVO:03520003 cloud part -FOODON:03400289 USA agency food product type -CHEBI:84055 pentose phosphate +CHEBI:24533 heterodetic cyclic peptide +UBERON:0005061 neural groove +ENVO:01001513 permafrost congelation ice +ENVO:01000910 soil biocrust +NCBITaxon:1329799 Archelosauria +ENVO:00005782 ornithogenic soil +UBERON:0004177 hemopoietic organ +CHEBI:16842 formaldehyde +FOODON:03411013 plant used for producing extract or concentrate +ENVO:00000409 whirlpool +ENVO:03600031 earth-filled dam +CHEBI:27594 carbon atom +ENVO:01000433 needleleaf forest +ENVO:03501348 veterinary facility +CHEBI:35776 arsenic oxoanion +ENVO:01001869 fracking liquid +ENVO:01001894 alkaline spring +UBERON:0001425 pectoral lymphatic vessel +UBERON:0006264 mouth-foregut junction +FOODON:00001056 flour food product +FOODON:00003395 multi-component wheat food product +ENVO:03600070 river plume +ENVO:01001364 climate system +ENVO:03501253 gypsum +FOODON:00001235 soy sauce food product +ENVO:03501329 spoon +ENVO:01001541 tributary glacier CHEBI:33673 zinc group molecular entity -CHEBI:137980 metalloid atom -ENVO:03501158 micobiology unit facility -ENVO:01000242 desert scrubland -ENVO:00000038 lagoon -ENVO:01001100 convergent plate boundary -ENVO:01001506 ice calf -FOODON:00001059 apple juice -ENVO:01001357 desert -UBERON:0034995 jaw mesenchyme -ENVO:03501196 group home facility -CHEBI:52625 inorganic hydroxy compound -ENVO:01000262 seep -ENVO:01000779 public infrastructure -ENVO:00002142 borax leachate -ENVO:01001011 light emitted by lightning -ENVO:00003903 aviation fuel -UBERON:0007651 anatomical junction -CHEBI:30762 salicylate -ENVO:02000002 bedclothing -ENVO:03501219 window -CHEBI:29125 arsenate(3-) -UBERON:0010252 1st arch mandibular mesenchyme from neural crest -CHEBI:35552 heterocyclic organic fundamental parent -ENVO:01000241 juniper woodland -ENVO:00000292 watershed -ENVO:00000527 interfluve -ENVO:01001167 ecosystem fragment -CHEBI:33465 elemental pnictogen -ENVO:03000033 marine sediment -ENVO:00005752 sawah soil -ENVO:03600086 water filter -ENVO:01000200 tropical broadleaf forest biome -FOODON:00001838 fermented cereal beverage -ENVO:03000133 agricultural potting mixture -CHEBI:25701 organic oxide -ENVO:01000636 liquid planetary surface -UBERON:0002416 integumental system +UBERON:0019042 reproductive system mucosa +ENVO:01000279 ice lens +CHEBI:24834 inorganic anion +ENVO:00002112 gold mine drainage +ENVO:01000537 atmospheric ozone +FOODON:00001103 fermented agave beverage +ENVO:03501191 physiotherapy clinic +NCBITaxon:6546 Mytilida +ENVO:01001625 polar tundra ecosystem +ENVO:01001715 cold occluded front +FOODON:00001184 algal food product +UBERON:0004756 dermal skeletal element +CHEBI:26191 polyol +UBERON:0001473 lymphatic vessel +ENVO:03501259 litter +ENVO:00002183 oil tank +CHEBI:10545 electron +CHEBI:72695 organic molecule +ENVO:03500003 public sports field +ENVO:00000891 large freshwater lake biome +CHEBI:36587 organic oxo compound +UBERON:0001049 neural tube +ENVO:01000465 building wall +UBERON:0011825 loose connective tissue +ENVO:01000411 infralittoral zone +ENVO:00002056 shale +CHEBI:31001 octacosanoic acid +ENVO:00002871 alluvial soil +CHEBI:53225 poly(alkylene) macromolecule +CHEBI:23117 chlorine molecular entity +NCBITaxon:227570 Oedaleus +ENVO:01000663 pumice +ENVO:01000749 oceanic crust +ENVO:03510028 oil paint thinner +UBERON:0002075 viscus +ENVO:01000047 mediterranean sea biome +ENVO:01001807 flooded grassland +ENVO:01000164 root nodule +ENVO:03501335 day care facility +ENVO:01000307 saline water environment +ENVO:01000555 compressed natural gas +CHEBI:50796 nanotube +ENVO:01000562 flat-wick lamp +ENVO:00002229 arenosol +PO:0005029 root primordium +FOODON:03303909 cultured dairy product +ENVO:01000417 house +ENVO:00000040 waterfall +ENVO:02000092 iron mine +ENVO:00002159 drilling bore water +ENVO:00002158 ditch water +UBERON:0001606 muscle of iris +UBERON:0009920 optic neural crest +ENVO:01000589 bench +FOODON:00001090 sour milk beverage +ENVO:03501320 food production low-risk contamination area +ENVO:01000798 plasma +CHEBI:82663 elemental iron +ENVO:01000886 area of developed space with high usage intensity +UBERON:0003463 trunk bone +CHEBI:30440 thallium +ENVO:01000822 planetary photic zone +ENVO:00000262 steppe +CHEBI:33262 elemental oxygen +ENVO:01000223 montane savanna biome +ENVO:01000306 freshwater environment +UBERON:0004921 subdivision of digestive tract +ENVO:03600015 polluted river +NCBITaxon:1798711 Cyanobacteria/Melainabacteria group +CHEBI:33641 olefin +ENVO:01000953 tree line ecotone +ENVO:01001077 lake with an oxic hypolimnion +ENVO:01000582 landline telephone +UBERON:4100000 skeletal element projection +ENVO:01000127 marine cold seep biome +ENVO:00003863 food processing building +CHEBI:49475 argon atom +FOODON:03420244 mammalian milk whey +UBERON:0000924 ectoderm +ENVO:06105012 biota +ENVO:01001007 solar rainbow +ENVO:03501261 wheel +ENVO:00000504 container of an intermittent pond +ENVO:00000532 intermittent saline evaporation pond +ENVO:03600050 space station +ENVO:01000864 mouth of liquid discharge conduit +ENVO:00005759 alluvial paddy field soil +ENVO:00000540 brackish lake +FOODON:00002125 plant based bakery food product +ENVO:01000544 boundary layer +ENVO:01000776 piece of plastic +UBERON:0000965 lens of camera-type eye +CHEBI:33377 dysprosium atom +UBERON:0009846 embryonic cloacal epithelium +ENVO:00005757 bacteria enriched soil +ENVO:01000933 residential building +ENVO:00000485 sea shore +CHEBI:26932 tetrapyrrole +ENVO:00000039 fjord +ENVO:01000180 tundra biome +ENVO:01000530 ventilated improved pit latrine +ENVO:03600001 chemically contaminated sediment +FOODON:00001067 buttermilk food product +ENVO:00000856 city +UBERON:0003511 iris blood vessel +ENVO:01000310 haline environment +ENVO:00000389 intermittent wetland +ENVO:01000284 amictic lake +ENVO:00000170 dune +CHEBI:30052 copper(0) +FOODON:03411009 polysaccharide-producing plant +UBERON:0003426 dermis adipose tissue +ENVO:01000313 anthropogenic environment +ENVO:03510025 paint thinner +CHEBI:8108 pheophytin +NCBITaxon:7088 Lepidoptera ENVO:03501124 airport concourse -UBERON:0006539 mammary gland fluid/secretion -CHEBI:82663 elemental iron -ENVO:01001718 secondary cold front -ENVO:00000263 fissure cave -CHEBI:51718 alpha,beta-unsaturated aldehyde -UBERON:0009569 subdivision of trunk -CHEBI:25710 organophosphorus compound -UBERON:0011108 synovial joint of pectoral girdle -CHEBI:16526 carbon dioxide -UBERON:0001013 adipose tissue -CHEBI:24436 guanidines -UBERON:0019269 gray matter of diencephalon -ENVO:01001118 heat-treated animal manure -ENVO:01000228 tropical moist broadleaf forest biome +ENVO:00000187 tundra mire +ENVO:00000189 peat swamp +ENVO:06105266 soil layer +ENVO:00005779 vegetable garden soil +FOODON:00001142 maize (corn) food product +ENVO:00000481 pinnacle +CHEBI:136861 pyrrolopurine +ENVO:01001131 hot Jupiter +UBERON:0002285 telencephalic ventricle +ENVO:01000190 flooded savanna biome +FOODON:00001867 food dressing product +ENVO:00000193 olive grove +UBERON:0001981 blood vessel +CHEBI:33424 sulfur oxoacid derivative +CHEBI:58454 kynurenate +UBERON:0003072 optic cup +UBERON:0000176 oronasal secretion +ENVO:03501319 food prossessing non-production area +NCBITaxon:7004 Locusta migratoria +ENVO:00000523 cutoff +ENVO:01000588 sofa +ENVO:00000038 lagoon +UBERON:0007828 girdle bone/zone +ENVO:01000497 mud exterior wall +CHEBI:33836 benzenoid aromatic compound +ENVO:0010003 agricultural environmental material +ENVO:00000567 calanque +ENVO:01000939 time crystal +ENVO:01001015 fogbow +FOODON:00001253 plant derived beverage +CHEBI:48041 microcystin +CHEBI:33340 zinc group element atom +PO:0006036 root epidermis +ENVO:01001691 mass of compounded environmental materials +ENVO:01000259 pycnocline +ENVO:01000585 desk +ENVO:01001149 protoplanet +ENVO:01001099 divergent plate boundary +ENVO:01001189 algal material +ENVO:03501258 chicken house +NCBITaxon:51953 Elaeis guineensis +CHEBI:64709 organic acid +CHEBI:25216 metalloporphyrin +ENVO:01001012 lithometeor +NCBITaxon:2698737 Sar +FOODON:03400352 international agency food product type +FOODON:00001075 mammalian milk (nonfat, dry) +NCBITaxon:301957 Modiolinae +UBERON:0004185 endodermal part of digestive tract +ENVO:00000096 caldera +ENVO:00002015 volcanic rock +ENVO:01000050 marine subtidal rocky reef biome +ENVO:01000132 thermophilic sediment +FOODON:03316579 multi-component plant food product +ENVO:00000014 canal +CHEBI:22918 branched-chain amino acid +ENVO:01001745 quasi-stationary front +UBERON:0001021 nerve +ENVO:01001385 Bathymodiolus-dominated oceanic mussel reef +CHEBI:33465 elemental pnictogen +UBERON:0001085 skin of trunk +CHEBI:36830 monoanion +ENVO:00002148 coarse beach sand +ENVO:01000457 masonry unit +CHEBI:49995 elemental neon +ENVO:01000103 western boundary current +ENVO:01001821 hydrothermally-influenced sediment +ENVO:00000531 ice cap depression +ENVO:03600047 raceway pond +CHEBI:25567 nitrous acid +UBERON:0015203 non-connected functional system +ENVO:01000218 xeric shrubland biome +ENVO:00002001 waste water +ENVO:02000049 coastal water body +PO:0025034 leaf +ENVO:00000438 alas +UBERON:0001048 primordium +ENVO:00000309 depressed landform +NCBITaxon:7742 Vertebrata +ENVO:01001186 acidic volcanic ash +UBERON:0014793 musculature of pectoral complex +ENVO:01000425 indoor toilet +ENVO:01000268 atmospheric water vapour +FOODON:03303220 dessert food +ENVO:01001526 frozen soil +ENVO:01000108 marine cold-water sphere +ENVO:01000971 food truck +ENVO:01000985 fairground +ENVO:01000768 primary forest +ENVO:00000447 marine biome +NCBITaxon:92621 Acridoidea +CHEBI:9171 skatole +FOODON:00001002 food product +UBERON:0001089 sweat +CHEBI:24061 fluorine atom +CHEBI:16336 hyaluronic acid +CHEBI:33336 lanthanum atom +ENVO:03501312 environmental monitoring program area +ENVO:01000989 plumbing fixture +ENVO:01000978 wet pitfall trap +ENVO:00000117 plantation +FOODON:00001189 oat food product +ENVO:01001790 terrestrial ecosystem +ENVO:00000395 channel of a watercourse +ENVO:03000068 nilas +ENVO:01001620 mass of ice and snow +FOODON:00002265 soybean seed (field) food product +ENVO:00000315 bajada +ENVO:00000461 pseudocrater +ENVO:01000518 diapir +CHEBI:38702 inorganic sodium salt +CHEBI:35341 steroid +ENVO:00000081 mountain +ENVO:00003896 currency note +ENVO:01001854 hydrothermal field +ENVO:03600080 industrial park +ENVO:01001371 alpine tundra ecosystem +ENVO:01001133 mega-Earth +ENVO:01000767 illegal settlement +UBERON:0001456 face +ENVO:02000094 ore +PO:0000003 whole plant +NCBITaxon:7001 Caelifera +UBERON:0005085 ectodermal placode +ENVO:01001031 environment determined by a plant substance +FOODON:00001017 commercial yogurt +FOODON:03307345 sugar (refined) +CHEBI:46717 sulfide mineral +CHEBI:5186 fucoxanthin +CHEBI:37007 nicotinamide dinucleotide ENVO:01000112 polymetallic nodule -ENVO:00000220 archipelago -FOODON:00001235 soy sauce food product -NCBITaxon:71275 rosids -CHEBI:33703 amino-acid cation -UBERON:0003080 anterior neural tube -ENVO:01001391 gill tissue material -ENVO:00001998 soil -ENVO:00000494 insequent stream -ENVO:00000411 ford -CHEBI:60926 amino monosaccharide -ENVO:01000790 hydrocarbon flame -ENVO:01001147 helium planet -ENVO:01000420 building part -FOODON:03302001 animal-derived food -ENVO:00000565 sports facility -ENVO:01000282 sedimentary stratum -UBERON:0000061 anatomical structure -ENVO:00000552 talik -CHEBI:37577 heteroatomic molecular entity -ENVO:00000264 seamount -CHEBI:25693 organic heteromonocyclic compound -ENVO:01000192 tropical grassland biome -FOODON:00001696 cattle cured meat food product -ENVO:01000306 freshwater environment -ENVO:01003000 spacecraft -PO:0025606 native plant cell -ENVO:01000181 mangrove biome -FOODON:00001266 camel milk beverage -NCBITaxon:1162 Nostocaceae -CHEBI:139120 carotenoid beta-end derivative -UBERON:0010321 skeletal element of eye region -UBERON:0001555 digestive tract -FOODON:00001089 corn flour food product -FOODON:03400960 50220000 - cereal/grain/pulse products (gs1 gpc) -ENVO:01000774 oligotrophic lake -ENVO:00000276 drumlin -ENVO:00000175 karst -FOODON:00001105 avian egg food product -ENVO:00002059 biosolids -UBERON:0003133 reproductive organ -CHEBI:33741 chromium group molecular entity -ENVO:03501225 coffeehouse -ENVO:03501122 airport -ENVO:03501295 processing plant -NCBITaxon:1301283 Oscillatoriophycideae -UBERON:0009472 axilla -ENVO:03501171 pharmacy unit facility -ENVO:01001520 area of sea ice -ENVO:00000429 arete -NCBITaxon:41196 Neolepidoptera -ENVO:01001299 atmospheric zone -CHEBI:15611 sarcosine -ENVO:01000820 pedosphere -ENVO:00003041 cow shed -ENVO:01000047 mediterranean sea biome -ENVO:00000344 grain of desert sand -ENVO:00000557 dry dam -ENVO:00000320 crevasse -ENVO:00005778 tropical soil -UBERON:0001969 blood plasma -CHEBI:13389 NAD -FOODON:00001757 common bean food product -NCBITaxon:436489 Saurischia -UBERON:0002193 hemolymphoid system -UBERON:0013703 integumentary projection -ENVO:01001582 forest floor -ENVO:00000521 rockfall -ENVO:01001823 bubble plume -ENVO:01000974 food kiosk -ENVO:01001810 mediterranean grassland -ENVO:00002255 solonetz -ENVO:01001318 estuarine tidal riverine coastal upper water column -ENVO:03501135 acute care facility -ENVO:01001060 single strain cell culture -FOODON:00001283 poultry food product -ENVO:01001258 vog -ENVO:00000310 meteor impact crater -ENVO:01000554 hydrocarbon gas -CHEBI:36962 organochalcogen compound -CHEBI:44882 peridinin -CHEBI:51132 nitroarene -ENVO:00000399 ash cone -ENVO:01000802 planetary moon -CHEBI:25501 neoxanthin -ENVO:00000238 fluvial dambo -ENVO:02000047 animal feed -ENVO:01001103 detritus -UBERON:0015228 circulatory organ -UBERON:0001775 ciliary body -ENVO:00002159 drilling bore water -ENVO:01000414 young plant -CHEBI:24532 organic heterocyclic compound -ENVO:01000026 marine bathyal zone biome -ENVO:01000734 laccolith -ENVO:01001898 acidic spring -NCBITaxon:40551 Arecales -CHEBI:46684 actinolite asbestos -PO:0025538 plant sap -UBERON:0004756 dermal skeletal element -FOODON:03400680 015 pulses (vd) (ccpr) -ENVO:02000152 mangrove biome sediment -ENVO:00000153 headwater -ENVO:00002274 stagnosol -UBERON:0002050 embryonic structure -ENVO:01001427 altocumulus castellanus cloud -ENVO:03000120 subglacial lake -ENVO:03501241 wind farm -ENVO:2000039 gas power station +ENVO:00000101 delta +NCBITaxon:1890450 Aphanothecaceae +CHEBI:36927 carbon-14 atom +ENVO:03600048 shower curtain +ENVO:01000319 rocky slope +ENVO:2100004 integumental system environment +ENVO:01001607 water current +CHEBI:167559 glycan +CHEBI:131927 dicarboxylic acids and O-substituted derivatives +ENVO:00000371 complex volcano +CHEBI:17347 testosterone +ENVO:01000299 Taylor column +ENVO:00000185 raised mire +ENVO:01000323 atmospheric boundary layer +ENVO:00000090 coastal plain +UBERON:0009142 entire embryonic mesenchyme +ENVO:03501293 tote bag +CHEBI:51718 alpha,beta-unsaturated aldehyde +UBERON:0005256 trunk mesenchyme +ENVO:01000712 riverine flood +UBERON:0014903 primordial vasculature +ENVO:01000017 sand +CHEBI:66933 N-alkylglycine +ENVO:01000486 building floor +UBERON:0001886 choroid plexus +UBERON:0003831 respiratory system muscle +ENVO:00000506 intermittently filled reservoir +UBERON:0001766 anterior chamber of eyeball +UBERON:0006603 presumptive mesoderm +ENVO:01001525 hard-frozen soil +ENVO:00002244 gleysol ENVO:0010001 anthropogenic environmental material -NCBITaxon:3699 Brassicales -FOODON:00001891 fruit salad food product -ENVO:01001115 manure storage space -ENVO:02000045 red clay -ENVO:03510065 colorant fluid -ENVO:00000363 area designated as a nature reserve -UBERON:0000913 interstitial fluid +ENVO:00003094 L-(+)-tartrate enriched soil +ENVO:00002266 chicken breeding waste material +ENVO:01001048 sediment environment +ENVO:02000032 vitreous humor material +ENVO:01001682 air mass +ENVO:00000246 volcanic crater +ENVO:01000772 rural area +CHEBI:50584 alkyl alcohol +ENVO:03501260 sewing table +ENVO:03501249 suspension bridge +ENVO:01000446 ravine +ENVO:02000110 open-pit mine +ENVO:01000478 cement plaster +ENVO:01000068 marine streamer +ENVO:00000263 fissure cave +NCBITaxon:1446379 Cupressales +ENVO:01001477 liquid astronomical body part ENVO:00000132 ice sheet -ENVO:01000824 exorheic lake -UBERON:0005598 trunk somite -CHEBI:26214 porphyrins -ENVO:02000092 iron mine -ENVO:01000674 microfracture -FOODON:00001049 pork chop food product -ENVO:03600011 mineral horizon -ENVO:00003896 currency note -ENVO:00012408 aquifer -ENVO:00000215 hydrothermal vent -CHEBI:190295 inorganic calcium salt -ENVO:02000044 siliceous ooze -CHEBI:33558 alpha-amino-acid anion -ENVO:01001114 feed storage space -ENVO:01001683 gaseous surface layer -CHEBI:18246 (1->4)-beta-D-glucan -ENVO:01000513 asbestos building roof -ENVO:03501345 temporary residence -CHEBI:46680 serpentine asbestos -ENVO:01000328 dome swamp -UBERON:0001434 skeletal system -ENVO:00005780 greenhouse soil -FOODON:00001194 dry pea food product -ENVO:01001848 rime -ENVO:01000970 delicatessen -ENVO:01000995 dry river -ENVO:01000184 subtropical desert biome -CHEBI:13392 NAD(P)H -ENVO:01001020 hypersaline lake -ENVO:01001869 fracking liquid -ENVO:01003002 particle -ENVO:03501278 skyscraper -ENVO:01001488 aircraft -ENVO:03600007 formation fluid -ENVO:00000427 meander -ENVO:00000271 chott -UBERON:0000948 heart -ENVO:01001134 super-Earth -ENVO:01000259 pycnocline -ENVO:00002143 calcite hot spring -UBERON:0001886 choroid plexus -ENVO:03501319 food prossessing non-production area -CHEBI:73115 divinyl chlorophyll b -ENVO:01000600 rainwater -ENVO:00002119 alkaline hot spring -ENVO:00000187 tundra mire -ENVO:03501245 drawbridge -CHEBI:32594 barium atom -ENVO:01001128 mini-Neptune -ENVO:03501152 intensive care unit facility -ENVO:01000296 dry lake bed -ENVO:01001645 gaseous part of an atmosphere -FOODON:03411013 plant used for producing extract or concentrate -UBERON:0001135 smooth muscle tissue -ENVO:01000000 humus -ENVO:00000431 drumlin field -FOODON:03420307 seed oil -ENVO:02000145 subterranean lake -ENVO:01001137 ice planet -ENVO:01000506 concrete exterior wall -UBERON:0004177 hemopoietic organ -FOODON:00001231 creamy salad dressing -UBERON:0004731 neuromere -ENVO:01001113 forage material -ENVO:03501150 gynaecology unit facility -CHEBI:60004 mixture -FOODON:03420108 sugar -FOODON:00003395 multi-component wheat food product -ENVO:00000462 polygenetic volcanic field -UBERON:0007026 presumptive gut -ENVO:00002984 petroleum -FOODON:00001057 plant fruit food product -UBERON:0000076 external ectoderm -ENVO:01001209 wetland ecosystem -NCBITaxon:1892259 Aphanizomenonaceae -CHEBI:28966 chlorophyll -ENVO:01000217 mediterranean shrubland biome -CHEBI:33402 sulfur oxoacid -ENVO:01001352 glacial ice accumulation zone -ENVO:00000004 administrative region -CHEBI:17326 nucleoside 5'-triphoshate -UBERON:0036017 regurgitated substance -ENVO:01001472 marine observatory system -ENVO:03000083 methane-releasing thermokarst lake -ENVO:06105266 soil layer -ENVO:03600080 industrial park -CHEBI:33415 elemental carbon -FOODON:00001013 cheese food product -UBERON:0005656 lens vesicle epithelium -ENVO:01001679 fluid front -ENVO:00005754 fertilized soil -ENVO:00003968 air filter +ENVO:00002146 xylene contaminated soil +FOODON:03311737 processed food product +ENVO:01000312 culturing environment ENVO:00002238 durisol -UBERON:0001017 central nervous system -ENVO:02000105 clay dust -CHEBI:47901 alkanesulfonic acid -ENVO:01001680 gaseous front -CHEBI:79389 monovalent inorganic anion -UBERON:0010188 protuberance -ENVO:00000092 sea beach -FOODON:03400801 seafood or related product (eurofir) -FOODON:00001025 camembert cheese food product -ENVO:03605000 periphytic biofilm -CHEBI:26400 purine ribonucleotide +ENVO:03605001 epilithon +CHEBI:18246 (1->4)-beta-D-glucan +FOODON:03420152 carbohydrate extract, concentrate, or isolate +FOODON:00001128 Limburger cheese food product +FOODON:00001089 corn flour food product +ENVO:04000008 soil organic matter +UBERON:0007831 pectoral girdle skeleton +UBERON:0001009 circulatory system +UBERON:0001088 urine +ENVO:00000304 shore +ENVO:01000118 sandy sediment +CHEBI:33335 scandium group element atom +ENVO:03000035 supraglacial lake +ENVO:01001103 detritus +ENVO:01000857 temperate mediterranean sea biome +ENVO:01001200 anthropised terrestrial environmental zone +ENVO:01001039 highly saline water +ENVO:00000313 blowout +CHEBI:16183 methane +ENVO:00000401 spatter cone +UBERON:0004151 cardiac chamber +CHEBI:33674 s-block molecular entity +ENVO:03600046 processed tobacco +ENVO:00005760 burned soil +ENVO:00000404 stratovolcano +UBERON:0002203 vasculature of eye +ENVO:00005786 upland soil +UBERON:0007135 neural keel +ENVO:01001051 environment determined by a biofilm on a non-saline surface +ENVO:00000290 graben +CHEBI:36343 composite particle +ENVO:00000270 beaver pond +UBERON:0011156 facial skeleton +ENVO:01000403 tropical mangrove +NCBITaxon:1206795 Lophotrochozoa +UBERON:0001913 milk +FOODON:03304497 edible seed food product +ENVO:01000226 subtropical moist broadleaf forest biome +ENVO:00002048 chondrite +UBERON:0000020 sense organ +UBERON:0011814 non-neurogenic ectodermal placode +FOODON:00001135 distilled fermented grain beverage +ENVO:01001651 particulate matter in a hydrosphere +ENVO:00002207 self-heating coal mine waste material +ENVO:03501144 emergency unit facility +CHEBI:25384 monocarboxylic acid +CHEBI:16526 carbon dioxide +UBERON:0007719 bone of reproductive organ +ENVO:00000079 flume +ENVO:00005758 alluvial swamp soil +ENVO:00002177 1,4-dioxane contaminated sludge +ENVO:00002129 anaerobic sludge +FOODON:00002141 plant fruit as vegetable food product +CHEBI:53243 poly(vinyl chloride) +CHEBI:73113 divinyl chlorophyll a +UBERON:0036016 honey +UBERON:0004770 articular system +ENVO:03501269 packaging machine +ENVO:02000098 platinum ore +ENVO:00002204 anthropogenic contamination feature +ENVO:03510012 paper dye +ENVO:00000492 resequent stream +CHEBI:53387 poly(hydroxyalkanoate) +ENVO:01000591 bed frame +ENVO:02000128 fly ash +CHEBI:33666 polycyclic hydrocarbon +FOODON:00001225 smoked meat food product +CHEBI:30762 salicylate +ENVO:01001521 area of drift ice +ENVO:00000327 speleothem +UBERON:0006562 pharynx +UBERON:0010042 1st arch mesenchyme +ENVO:01000755 aeroform +CHEBI:27547 zeaxanthin +ENVO:01001608 kerosene oil +ENVO:03510060 gel ink +UBERON:0004253 skin muscle +ENVO:00000002 anthropogenic geographic feature +ENVO:01001301 aquatic estuarine layer +FOODON:00001172 nut food product +CHEBI:26675 silicic acid +CHEBI:28976 carbonic acid +ENVO:00003900 rye grass silage +CHEBI:16701 nucleoside 5'-phosphate +FOODON:03430109 food (liquid, low viscosity) +ENVO:00000025 reservoir +CHEBI:16966 heteroglycan +ENVO:01000287 polymictic lake +UBERON:0000075 subdivision of skeletal system +ENVO:00000112 area of tundra +ENVO:03600008 intensive care unit +ENVO:00005773 pasture soil +ENVO:01000020 estuarine biome +CHEBI:35196 nitrogen oxide +ENVO:00000375 world heritage site +CHEBI:78840 olefinic compound +FOODON:00001295 pecorino cheese +ENVO:00000151 sabkha +CHEBI:17972 ribonucleoside triphosphate +UBERON:0002190 subcutaneous adipose tissue +ENVO:00002147 coal mine lake sediment +ENVO:03501322 food production high-risk contamination area +ENVO:01000179 desert biome +ENVO:01001391 gill tissue material +ENVO:01000853 marl +ENVO:01000988 ethnic food shop +ENVO:01000427 carbon nanotube enriched soil +NCBITaxon:436491 Theropoda +ENVO:00002142 borax leachate +ENVO:00002144 cave wall +ENVO:00000528 ice cap ridge +ENVO:01000547 glaze ice layer +FOODON:00001094 fermented beverage +ENVO:00003033 mushroom compost +NCBITaxon:104431 Obtectomera +CHEBI:49994 monoatomic neon +ENVO:00000110 lava tunnel +ENVO:01001538 frost-formed hummock +ENVO:01000970 delicatessen +ENVO:03600038 experimental forest ecosystem +UBERON:0009663 telencephalic nucleus +ENVO:03501299 charcuterie shop +UBERON:0005985 coronary vessel +ENVO:00003895 paper product +CHEBI:28838 lutein +CHEBI:53388 poly(hydroxybutyrate) +ENVO:01001476 body of liquid +ENVO:00002181 neutral hot spring +CHEBI:27798 nitrobenzene +UBERON:0002090 postcranial axial skeleton +CHEBI:35757 monocarboxylic acid anion +ENVO:03000077 slush ice layer +ENVO:01000421 indoor kitchen +UBERON:0001422 facial lymphatic vessel +UBERON:0002532 epiblast (generic) +CHEBI:33646 alkadiene +ENVO:01000535 pour-flush pit latrine +CHEBI:36339 baryon +ENVO:01001140 ammonia ice +ENVO:01000638 planetary crust +CHEBI:78130 fatty acid anion 28:0 +ENVO:03000065 ice floe +UBERON:0000125 neural nucleus +ENVO:01000269 siltstone +ENVO:03501215 nurse call button +NCBITaxon:162985 Hapalosiphon +CHEBI:47622 acetate ester +UBERON:0011892 anterior uvea CHEBI:51585 metallophthalocyanine -FOODON:00001118 cattle dairy food product -ENVO:01000166 mycetome -UBERON:0036303 vasculature of central nervous system -ENVO:03000063 new ice -UBERON:0003089 sclerotome -ENVO:00005804 nest of ant -ENVO:00003032 fresh animal manure -ENVO:03600040 fermentation starter -ENVO:01000255 mineral deposit -ENVO:01001034 environment determined by a biofilm on an animal surface -CHEBI:24867 monoatomic ion -ENVO:03000084 thermokarst depression -CHEBI:24833 oxoacid -ENVO:03600002 cooling water -UBERON:0000165 mouth -ENVO:01001193 water-based planetary surface -ENVO:06105276 sandy clay loam -ENVO:01000663 pumice -FOODON:00001919 grain based vinegar food product -ENVO:01001514 congelation ice in a fresh water body -ENVO:01001899 reef -UBERON:0012361 internal anal region -ENVO:00000547 waterhole -UBERON:0003037 septum -ENVO:03501174 high dependency unit facility -CHEBI:37395 mucopolysaccharide -NCBITaxon:117571 Euteleostomi -ENVO:00000136 demilitarized zone -ENVO:00000358 area of protected biodiversity -ENVO:2100004 integumental system environment -ENVO:00002233 albeluvisol -UBERON:0003061 blood island -FOODON:00001174 plant lipid food product -ENVO:2000040 lignite power plant -ENVO:01001404 ecological province -ENVO:03501142 diagnostic imaging unit facility -ENVO:01001550 sea-ice lead -ENVO:02000029 cerebrospinal fluid material -CHEBI:36907 neon molecular entity -CHEBI:50325 proteinogenic amino-acid side-chain group -ENVO:01001839 safe environment for living organisms -ENVO:00002056 shale -ENVO:03501138 anaesthetics unit facility -ENVO:00002183 oil tank -UBERON:0015783 smooth muscle layer in fatty layer of subcutaneous tissue -ENVO:00005751 jungle soil -CHEBI:51084 inorganic nitrate salt -UBERON:0001090 synovial fluid -PO:0000225 peripheral zone -FOODON:00001058 fruit extract food product -ENVO:00000006 second-order administrative region -NCBITaxon:4734 commelinids -CHEBI:23117 chlorine molecular entity -ENVO:00000306 spit -ENVO:03501185 dental clinic -ENVO:00000172 sandy desert -ENVO:03000067 pancake ice -CHEBI:24839 inorganic salt -ENVO:01001077 lake with an oxic hypolimnion -FOODON:03411016 starch-producing plant -CHEBI:63732 1,1-diol -UBERON:0003075 neural plate -ENVO:01000113 suspended sediment -CHEBI:58454 kynurenate -ENVO:03501250 swing bridge -ENVO:00003091 threonine enriched soil -ENVO:01000322 brackish water environment -CHEBI:24870 ion -UBERON:0008229 craniocervical region musculature -UBERON:0003586 trunk connective tissue -ENVO:01000745 area of perennial snow -CHEBI:22331 alkylamines -CHEBI:28793 beta-D-glucan -ENVO:01000457 masonry unit -ENVO:00002122 arsenic-rich mud -CHEBI:47032 1,4-dioxane -CHEBI:27007 tin atom -ENVO:01001456 tropical mountain -ENVO:02000127 coal ash -ENVO:01001710 intertropical front -ENVO:01000300 atmospheric Taylor column -ENVO:00000352 continental arc -FOODON:00002664 lipid food product -CHEBI:18310 alkane -ENVO:03520002 high atmospheric level -ENVO:01001131 hot Jupiter -ENVO:01000180 tundra biome +ENVO:00000165 asphalt lake +ENVO:03605009 freshwater stream ecosystem +ENVO:01000253 freshwater river biome +ENVO:00000307 icefall +ENVO:01000002 water well +ENVO:03501255 water trough +CHEBI:22977 cadmium atom +UBERON:0010313 neural crest-derived structure +ENVO:00000362 marine park area +ENVO:01000976 pitfall trap +CHEBI:46890 silicon hydroxide +FOODON:00001105 avian egg food product +ENVO:00000545 shingle beach +ENVO:00002120 acidic hot spring +CHEBI:46682 anthophyllite asbestos +ENVO:00000444 woodland clearing +ENVO:01000485 quartz glass +ENVO:01000578 cassette player +ENVO:00000241 tidal mudflat +FOODON:00001294 goat milk cheese (unpasteurized) +ENVO:00000177 moraine +UBERON:0003099 cranial neural crest +UBERON:0005856 developing mesenchymal condensation +ENVO:01000198 mixed forest biome +FOODON:00001193 fonio food product +ENVO:01000714 storm surge +FOODON:00001133 condiment food product ENVO:01001029 fecal environment -UBERON:0004808 gastrointestinal system epithelium -ENVO:00000418 ria -ENVO:02000033 pleural effusion material -ENVO:01000712 riverine flood -CHEBI:35293 fused compound -CHEBI:33970 elemental gold -UBERON:0000924 ectoderm -ENVO:01000054 marine basaltic hydrothermal vent biome -ENVO:02000144 natural gas processing plant -ENVO:03501273 listed building -ENVO:00002257 podzol -UBERON:0011585 cell condensation -UBERON:0007688 anlage -ENVO:01000058 kelp forest -FOODON:00001994 leguminous vegetable food product -UBERON:0001004 respiratory system -ENVO:03400009 falling sleet -ENVO:03501266 pump -ENVO:00002113 deep marine sediment -ENVO:01000587 piece of furniture -ENVO:01000847 hair ice -ENVO:00000163 coffee plantation -CHEBI:23003 carbamate ester -ENVO:03501281 bowling alley -ENVO:03605002 epipelon -ENVO:00000489 palsa -ENVO:00002153 compost biofilter -UBERON:0002091 appendicular skeleton -ENVO:00000891 large freshwater lake biome -ENVO:03501274 bunkhouse -UBERON:0002072 hypodermis -UBERON:0003511 iris blood vessel -ENVO:00000315 bajada -ENVO:02000024 aqueous humour material -ENVO:01001689 mass of gas -CHEBI:23043 epoxycarotenoid -ENVO:01001702 subtropical environment -ENVO:00002043 wastewater treatment plant -NCBITaxon:403651 Pfiesteriaceae -ENVO:01001376 marine faunal bed -ENVO:01001565 water-based rain -UBERON:0006311 chamber of eyeball -FOODON:00001170 grape berry food product -ENVO:00000479 mouth -ENVO:01000827 closed eaves -UBERON:0034921 multi organ part structure -UBERON:0000456 secretion of exocrine gland -ENVO:01001668 atmospheric frontal zone -NCBITaxon:91836 malvids -UBERON:0001087 pleural fluid -CHEBI:33344 niobium atom -CHEBI:23045 carotenol -CHEBI:33909 metallotetrapyrrole -ENVO:00000409 whirlpool -PO:0006210 protoderm -ENVO:01000660 tephra -ENVO:00002164 fossil material -NCBITaxon:1175 Aphanizomenon -UBERON:0003457 head bone -ENVO:02000112 fume -ENVO:01001847 hoarfrost -NCBITaxon:1437201 Pentapetalae -CHEBI:36871 inorganic radical -ENVO:01000462 masonry cement -ENVO:00000343 particle of silt -ENVO:01000003 oil well -CHEBI:51143 nitrogen molecular entity -ENVO:01000823 illuminated biosphere part -UBERON:0011222 intra-ocular muscle -UBERON:0005256 trunk mesenchyme -FOODON:03301444 vegetable juice food product -PO:0000022 plant cuticle -UBERON:0002481 bone tissue +ENVO:01000528 dry toilet fixture +UBERON:0013701 main body axis +ENVO:00000171 river valley +ENVO:00002045 anaerobic sediment +CHEBI:27888 chlorophyll b +CHEBI:36586 carbonyl compound +ENVO:01001057 environment associated with a plant part or small plant +ENVO:00000889 large river delta biome +ENVO:01001020 hypersaline lake +ENVO:00003869 straw +ENVO:00000169 canyon +ENVO:01001677 fluid interface layer +ENVO:03501188 ophthalmology clinic +ENVO:01000308 extraterrestrial environment +CHEBI:33521 metal atom +ENVO:00000495 tributary +ENVO:03000141 snow layer +CHEBI:49976 zinc dichloride +ENVO:03400015 sleet pellet +ENVO:03600041 marine lake +NCBITaxon:190524 Laguncularia racemosa +ENVO:02000033 pleural effusion material +ENVO:00010442 midden +FOODON:00001027 cheddar cheese food product +ENVO:01001837 subalpine biome +ENVO:02000044 siliceous ooze +ENVO:01001408 cirrostratus cloud +NCBITaxon:169705 Cocoseae +ENVO:01001653 well-mixed estuary +ENVO:03000066 sea ice floe +ENVO:00010504 surface layer +ENVO:00002201 cis-dichloroethane contaminated sediment +ENVO:01000780 public road +ENVO:01000170 indeterminate root nodule infection zone +ENVO:01000038 oceanic abyssopelagic zone biome +ENVO:03600094 stream pool +ENVO:00002008 dust +UBERON:0009751 cardiac mesenchyme +ENVO:01000747 regolith +UBERON:0004479 musculature of trunk +ENVO:00000008 fourth-order administrative region +ENVO:01000394 tropical freshwater swamp forest +UBERON:0000955 brain +FOODON:00002012 lupine bean food product +ENVO:03600051 train car +NCBITaxon:1804623 Chenopodiaceae +CHEBI:30218 helium-3 atom ENVO:06105272 loamy sand -NCBITaxon:1121 Aphanothece -UBERON:0005764 acellular membrane -ENVO:00000155 cirque -ENVO:01001536 sea ice mass -CHEBI:33408 pnictogen oxoacid -FOODON:00001048 meshanger cheese food product -CHEBI:35406 oxoanion -CHEBI:38975 methylbenzene -UBERON:0002204 musculoskeletal system +ENVO:01000209 subtropical coniferous forest biome +ENVO:00000072 aquaduct +ENVO:01000616 motorscooter +NCBITaxon:1118 Chroococcales +UBERON:0003343 mucosa of oral region +CHEBI:39418 straight-chain saturated fatty acid +ENVO:03501152 intensive care unit facility +ENVO:01000359 limestone cave +ENVO:01000711 coastal flood +ENVO:03510036 rock dust +ENVO:03510064 emissions from petroleum combustion +ENVO:01001191 water surface +CHEBI:51721 alpha,beta-unsaturated ketone +FOODON:00001891 fruit salad food product +ENVO:01000033 oceanic pelagic zone biome +NCBITaxon:77021 Cylindrospermopsis +ENVO:01000675 atmospheric column +ENVO:00000382 lake shore +ENVO:00000145 ice cap +ENVO:01001288 kaolin dust +ENVO:01000868 domestic solar panel array +ENVO:00002137 brackish estuary +ENVO:01000826 open eaves +CHEBI:43098 heptane +ENVO:00000000 geographic feature +ENVO:03501198 wet market +UBERON:0004139 cardiogenic plate +ENVO:06105117 abandoned fishing gear +CHEBI:33273 polyatomic anion +CHEBI:64712 trivalent inorganic cation +UBERON:0000483 epithelium 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cave congelation ice +CHEBI:46677 amphibole asbestos +ENVO:01001816 biomaterial containment unit +UBERON:0003075 neural plate +ENVO:01001240 woodland canopy +ENVO:03000038 cryoconite deposit +ENVO:00000021 freshwater lake +FOODON:00001046 animal seafood product +ENVO:01001678 fluid layer +CHEBI:33861 transition element coordination entity +ENVO:00003041 cow shed +CHEBI:31002 octacosanoate +ENVO:01000117 granular sediment +CHEBI:23044 carotenoid +FOODON:00001083 sugar condiment +UBERON:0004119 endoderm-derived structure +FOODON:00001165 solanaceous food product +CHEBI:47909 3-oxo-Delta(4) steroid +ENVO:01001472 marine observatory system +ENVO:00000549 container of an intermittent water body +CHEBI:46661 asbestos +PO:0025025 root system +ENVO:03501355 public-private prison +NCBITaxon:436486 Dinosauria +CHEBI:37376 tetraphosphorus decaoxide +ENVO:03501136 clinical patient assessment facility +ENVO:00000120 oil palm plantation +ENVO:01000653 slum +UBERON:0007625 pigment epithelium of eye 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matter of forebrain +ENVO:00000137 coastal inlet +ENVO:01001064 hypoxic water +ENVO:02000117 natural wax +ENVO:01001244 cropland ecosystem +UBERON:0003236 epithelium of lower jaw +CHEBI:26986 threonine +ENVO:01000327 strand swamp +CHEBI:33719 alpha-amino-acid cation +ENVO:00000363 area designated as a nature reserve +ENVO:01001798 tropical mixed forest biome +UBERON:0000468 multicellular organism +ENVO:00002242 lixisol +ENVO:01000893 area of woody wetland +ENVO:01000523 pit latrine with slab floor +ENVO:03501131 university building +ENVO:00000054 saline marsh +ENVO:03501130 school building +ENVO:00000414 natural arch +ENVO:00003074 manufactured product +CHEBI:23449 cyclic peptide +ENVO:00000503 container of an intermittent oxbow lake +ENVO:01001787 aquatic ecosystem +CHEBI:24436 guanidines +NCBITaxon:436489 Saurischia +ENVO:00000153 headwater +UBERON:0005292 extraembryonic tissue +ENVO:01000355 vegetation layer +UBERON:0001776 optic choroid +ENVO:01001185 acidic soil +CHEBI:15368 acrolein +ENVO:03605008 freshwater stream biome +ENVO:00000013 cave system +UBERON:0001032 sensory system +UBERON:0002199 integument +ENVO:00000282 esker +ENVO:03501187 massage therapy clinic +ENVO:03400002 area of polar tundra +ENVO:01000659 igneous intrusion +ENVO:00000136 demilitarized zone +ENVO:03600064 microbialite +UBERON:0034925 anatomical collection +ENVO:03501157 mobile intensive care ambulance +ENVO:00002145 chromate contaminated soil ENVO:06105277 clay loam -ENVO:01001674 lysocline -NCBITaxon:51952 Elaeis -CHEBI:23016 carbonates -UBERON:0005253 head mesenchyme -CHEBI:35366 fatty acid -ENVO:01000592 bed base -ENVO:00000452 ribbon lake -FOODON:00001252 animal derived beverage -UBERON:0015833 foregut epithelium -CHEBI:30513 antimony atom -ENVO:01001107 rockslide lake +ENVO:01001072 anoxic lake +ENVO:00000125 mineral spring +CHEBI:26677 silicon molecular entity +ENVO:01000104 eastern boundary current +CHEBI:27295 violaxanthin +FOODON:00002275 steeped beverage product 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Amerocornia -ENVO:01000108 marine cold-water sphere -CHEBI:48730 aluminosilicate mineral -FOODON:00001229 processed cheese food product -ENVO:03510033 luminescent paint -CHEBI:28073 chromium atom -FOODON:00001135 distilled fermented grain beverage -CHEBI:30212 photon -ENVO:03000082 thermokarst lake -ENVO:00002195 pyritic acid mine drainage -ENVO:01000142 wood fall -NCBITaxon:240294 Schizothrix -ENVO:01001828 anthropised ecosystem -CHEBI:38773 quinolinemonocarboxylate -UBERON:0004716 conceptus -UBERON:0007530 migrating mesenchyme population -ENVO:01000332 gravelly slope -ENVO:01001561 gel -ENVO:01000658 dense settlement -ENVO:02000126 wood ash -FOODON:00001093 cereal grain food product -ENVO:01000514 tile -ENVO:01001304 oasis -CHEBI:18059 lipid -ENVO:01001625 polar tundra ecosystem -FOODON:00001106 camelid dairy food product -UBERON:0003504 respiratory system blood vessel -UBERON:0010314 structure with developmental contribution from neural crest -ENVO:03600018 organic horizon 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-ENVO:01001201 marine environmental zone -ENVO:01000764 formal settlement -ENVO:1000751 barrier island -ENVO:01000027 marine abyssal zone biome -ENVO:03501104 recreational cruise ship -ENVO:01000281 layer -ENVO:01001665 soil cryoturbate -FOODON:03315925 pate -ENVO:00000107 heath -FOODON:00001017 commercial yogurt -UBERON:0011363 cranial lymph vasculature -UBERON:0003324 mesenchyme of lower jaw -ENVO:06105105 nanoplastic particle -ENVO:03501182 clinic -FOODON:00001100 orange fruit beverage -ENVO:00000329 phreatic zone -ENVO:03500008 safe environment for human presence -ENVO:03501126 church building -ENVO:01001308 hydroform -CHEBI:131621 C19-steroid +CHEBI:58953 saturated fatty acid anion +FOODON:00001879 frozen dairy food product +CHEBI:25693 organic heteromonocyclic compound +ENVO:01001494 moonmoon +ENVO:00002157 stromatolite mat +ENVO:00000277 dry lake +CHEBI:25213 metal cation +UBERON:0002424 oral epithelium +ENVO:03510037 radioactive material +UBERON:0001769 iris +ENVO:01000587 piece of furniture +ENVO:00002061 oil spill +ENVO:00003862 dairy +CHEBI:27081 transition element atom +ENVO:01001467 UNEP-WCMC class 7 mountain +CHEBI:155903 copper(II) phthalocyanine +ENVO:03000113 snow patch +ENVO:00000412 tidal watercourse +ENVO:01001341 marine tidal flow zone +CHEBI:37121 guanosine 5'-phosphate +UBERON:0000164 primitive urogenital sinus +NCBITaxon:1163 Anabaena +ENVO:00005797 lake bottom mud +ENVO:00002176 contaminated sludge +ENVO:00000250 medial moraine +ENVO:01000208 mediterranean woodland biome +ENVO:01000637 outer space +UBERON:0006905 mandibular process mesenchyme +ENVO:02000029 cerebrospinal fluid material +ENVO:00000471 flood control dam +UBERON:0012314 embryonic facial prominence +UBERON:0010359 pharyngeal arch mesenchyme from neural crest +UBERON:0004297 respiratory system blood vessel smooth muscle +CHEBI:22313 alkaline earth metal atom +CHEBI:25812 ozone +ENVO:01001796 temperate mixed forest +CHEBI:53226 polyethylene macromolecule +PO:0025603 plant resin +FOODON:00001107 bovine dairy food product +NCBITaxon:1437201 Pentapetalae +ENVO:02000156 organic dairy farm +ENVO:00000274 continental rise +ENVO:01000701 volcanic ash +ENVO:01001327 estuarine tidal riverine open water upper water column +FOODON:00001289 potato salad food product +CHEBI:37133 barium molecular entity +ENVO:00002226 borehole +ENVO:01001638 frost-susceptible soil +ENVO:01000144 marine coral reef flat zone +NCBITaxon:32524 Amniota +ENVO:01000502 unburnt brick +ENVO:00000266 pasture +UBERON:0011138 postcranial axial skeletal system +UBERON:0010341 1st arch mesenchyme from head mesenchyme +UBERON:0000486 multilaminar epithelium +CHEBI:139120 carotenoid beta-end derivative +ENVO:00000180 mound +CHEBI:46665 riebeckite +CHEBI:35295 homopolycyclic compound +ENVO:03510038 volume of cyanoacrylate +ENVO:01000848 flower strip +ENVO:00003040 animal house +FOODON:00002044 mollusc food product +NCBITaxon:91836 malvids +ENVO:03501284 dryer +ENVO:06105273 fine sand +ENVO:03600067 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respiratory system connective tissue +NCBITaxon:1338369 Dipnotetrapodomorpha +FOODON:03412344 devils tongue plant +ENVO:00000361 site of special scientific interest +UBERON:0003911 choroid plexus epithelium +ENVO:00000141 bank +FOODON:00001626 bakery food product +CHEBI:75897 iron(2+) sulfides +ENVO:01000273 lime mudstone +ENVO:01000474 brick material +CHEBI:79389 monovalent inorganic anion +CHEBI:33744 iron group molecular entity +ENVO:03501311 environmental monitoring area +ENVO:01001460 mid-elevation mountain +CHEBI:73115 divinyl chlorophyll b +UBERON:0003513 trunk blood vessel +ENVO:02000144 natural gas processing plant +ENVO:03000143 cryosphere +ENVO:00000233 swamp ecosystem ENVO:01001414 cumulus cloud -ENVO:01000939 time crystal -ENVO:03501306 mylar -UBERON:0004732 segmental subdivision of nervous system -ENVO:01000568 tubular paraffin lantern -UBERON:0000344 mucosa -FOODON:00001099 apple beverage -ENVO:00000218 black smoker -ENVO:03605007 freshwater stream -FOODON:00001045 ice cream food product -NCBITaxon:169729 Elaeidinae -FOODON:00002156 plant stem or spear vegetable food product -ENVO:01001812 subpolar grassland -FOODON:00002158 food (preserved) -NCBITaxon:40674 Mammalia -CHEBI:31002 octacosanoate -ENVO:03510041 wood stain -FOODON:00002262 soybean condiment -ENVO:01000089 shelf-slope/shelf-break front -ENVO:01000053 marine ultramafic hydrothermal vent biome -CHEBI:35163 cyclic carotene -PCO:0000051 multi-species collection of microbes -ENVO:00000093 lacustrine beach -ENVO:00002117 creosote contaminated soil -ENVO:01001245 woodland ecosystem -ENVO:01000209 subtropical coniferous forest biome -FOODON:00001258 food (fermented) -ENVO:01000711 coastal flood -PO:0020148 shoot apical meristem -UBERON:0002199 integument -NCBITaxon:3524 Caryophyllales -ENVO:02000021 amniotic fluid material -ENVO:00005793 muddy water -UBERON:0001630 muscle organ -CHEBI:38295 azabicycloalkane -ENVO:00000277 dry lake -UBERON:0005388 photoreceptor array -UBERON:0000468 multicellular organism -FOODON:00001083 sugar condiment -ENVO:02000114 paraffin wax fume -NCBITaxon:2864 Dinophyceae -NCBITaxon:1890449 Microcystaceae -ENVO:01001776 subsurface zone of an astronomical body -NCBITaxon:695564 Erebidae -FOODON:00002752 bean (whole, dried) -ENVO:01000652 river channel -CHEBI:83820 non-proteinogenic amino acid -ENVO:00000889 large river delta biome -ENVO:01001306 bone element environment -UBERON:0000073 regional part of nervous system -UBERON:0001425 pectoral lymphatic vessel -ENVO:03501200 police station -ENVO:00000073 building -ENVO:01001036 sediment permeated by saline water -ENVO:00000349 terrarium -ENVO:01000141 seal fall -ENVO:2000043 tidal power plant -CHEBI:36902 chalcogen hydride -ENVO:00000534 riverine pothole -ENVO:03501357 manufacturing equipment -ENVO:01000985 fairground -UBERON:0004288 skeleton -FOODON:00002131 plant based refined or partially-refined food product -ENVO:03501130 school building -ENVO:01000937 impromptu campground -ENVO:00000088 sea cliff -ENVO:00002141 leachate -ENVO:00000487 paternoster lake -ENVO:02000151 natural nuclear fission reactor -ENVO:01000075 marine thermocline -CHEBI:22323 alkyl group -CHEBI:50812 carbon nanostructure -ENVO:01001465 UNEP-WCMC class 5 mountain -ENVO:03501271 Kaaba -CHEBI:53243 poly(vinyl chloride) -ENVO:00000085 alpine glacier -ENVO:01000972 take-out restaurant -CHEBI:22563 anion -ENVO:00000488 glacial lake -UBERON:0001799 vitreous chamber of eyeball -ENVO:03501134 healthcare facility -CHEBI:18139 trimethylamine -ENVO:01001160 cirrus cloud -CHEBI:83821 amino acid derivative -ENVO:01001479 fluid astronomical body part -CHEBI:37176 mononuclear parent hydride -CHEBI:27153 monoatomic trication -ENVO:00000396 marine channel -UBERON:0013702 body proper -ENVO:03501233 warehouse -ENVO:00000336 doline karst -ENVO:01001713 upper front -ENVO:04000007 lake water -ENVO:03600095 stream run -CHEBI:27024 toluenes -ENVO:01001806 tropical grassland +ENVO:01000965 constructed swimming pool +CHEBI:33374 samarium atom +ENVO:01001044 soil environment +UBERON:0003855 gonad mesenchyme +ENVO:01000039 oceanic hadal pelagic zone biome +ENVO:01000732 clastic dike UBERON:0011134 nonsynovial joint -UBERON:0010719 girdle skeleton -ENVO:01001567 protected area -FOODON:00001222 sausage (raw) -ENVO:00000069 distributary -ENVO:00002042 surface water -ENVO:00000509 marine terrace -ENVO:00000158 causeway -ENVO:00000536 moatan -FOODON:03303909 cultured dairy product -ENVO:03501136 clinical patient assessment facility -UBERON:0009145 pharyngeal region of foregut -ENVO:01000405 respirable suspended particulate matter -CHEBI:15734 primary alcohol -ENVO:00002226 borehole -ENVO:00000061 underground water body -ENVO:00005744 allotment garden soil -ENVO:01001696 isothermal surface -ENVO:00000188 palsa mire -ENVO:01001156 refractory astrogeological material +ENVO:03501363 conveyor belt component +ENVO:01000074 oceanic gyre +ENVO:01000365 ice cave +NCBITaxon:58019 Pinopsida +ENVO:03501138 anaesthetics unit facility ENVO:03501141 coronary care unit facility -UBERON:0012481 cloacal epithelium -UBERON:0009480 endoderm of buccopharyngeal membrane -ENVO:02000052 umbrella -ENVO:01001816 biomaterial containment unit -FOODON:03420156 brown sugar -ENVO:01001458 mist -UBERON:0034923 disconnected anatomical group -ENVO:01001516 ice cave congelation ice -NCBITaxon:7776 Gnathostomata -FOODON:03460263 vegetable fat or oil -CHEBI:16240 hydrogen peroxide -ENVO:01001821 hydrothermally-influenced sediment -ENVO:00000528 ice cap ridge -ENVO:2000045 hydrocarbon-based environmental material -FOODON:00001298 unpasteurized camel milk beverage -UBERON:0007503 epithelial vesicle -NCBITaxon:4447 Liliopsida -CHEBI:33347 vanadium group element atom -ENVO:01000826 open eaves -ENVO:03400016 area of ice cover -ENVO:00000519 agricultural terrace -FOODON:00001245 tea beverage (liquid) -FOODON:00001177 insect food product -ENVO:01001400 homomutatus cloud -NCBITaxon:7742 Vertebrata -ENVO:01001123 dwarf gas planet -CHEBI:29233 deuteron -ENVO:06105275 silty loam -ENVO:00002203 inorganically enriched sediment -ENVO:00002261 forest soil -FOODON:00001212 pastry food product -ENVO:01000176 shrubland biome -ENVO:02000101 fibrous dust -ENVO:01000447 roadside -ENVO:01000334 talus slope -ENVO:01001745 quasi-stationary front -ENVO:03000112 snow drift -CHEBI:30145 lithium atom -CHEBI:33458 nitrogen oxoanion -ENVO:01000538 stratosphere -UBERON:0006222 future diencephalon -NCBITaxon:1150 Oscillatoriales -UBERON:0010336 mandibular process mesenchyme from neural crest -ENVO:01001169 area protected according to IUCN guidelines -ENVO:06105269 desalinated water -ENVO:01000504 unburnt-brick exterior wall -UBERON:0000955 brain -UBERON:0008998 vasculature of brain -ENVO:01000834 water raindrop -ENVO:01000362 inflationary cave +CHEBI:25111 magnesium porphyrin +ENVO:01001183 arable or pasturable land +CHEBI:18139 trimethylamine +NCBITaxon:33154 Opisthokonta +ENVO:01000358 acidic water +ENVO:00000372 pyroclastic shield 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atom +ENVO:01000626 drylot +ENVO:00003859 horse manure +CHEBI:25698 ether +ENVO:01000412 circalittoral zone +FOODON:00001859 flaxseed food product +PCO:0000002 ecological community +UBERON:0011215 central nervous system cell part cluster +UBERON:0002539 pharyngeal arch +UBERON:0001015 musculature +ENVO:01000328 dome swamp +ENVO:00000559 weapons test site +ENVO:00000346 grain of acid dune sand +FOODON:00001244 coffee beverage +ENVO:01000999 rhizosphere environment +FOODON:00001190 rye food product +ENVO:03501158 micobiology unit facility +UBERON:0005867 mandibular prominence +CHEBI:33561 d-block element atom +CHEBI:33405 hydracid +FOODON:03400213 fudge (us cfr) +CHEBI:22506 aminoglycan +FOODON:00001191 barley food product +UBERON:0005764 acellular membrane CHEBI:33680 elemental helium -ENVO:03501117 transport hub -ENVO:02000117 natural wax -CHEBI:17997 dinitrogen -ENVO:01000507 iron sheet -ENVO:01000497 mud exterior wall -ENVO:00000523 cutoff -CHEBI:22718 benzoates -ENVO:01000651 ocean 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honey blend table syrup +ENVO:01000832 raindrop +ENVO:00005778 tropical soil +ENVO:01000119 silty sediment +FOODON:03400143 fruit or fruit product (us cfr) +ENVO:04000011 bare soil surface layer +ENVO:01000907 feasting pit site +ENVO:01001124 giant gas planet +CHEBI:37997 homopolymer macromolecule +ENVO:03000071 first year ice +CHEBI:36838 17-hydroxy steroid +CHEBI:38976 alkylbenzene +ENVO:01000314 high osmolarity environment +ENVO:03605005 epixylon +ENVO:03605004 epipsammon +ENVO:00000323 live cave +CHEBI:16261 chitosan +FOODON:00001211 pasta food product +UBERON:0004118 vasculature of iris +ENVO:01000558 liquefied hydrocarbon gas +ENVO:06105269 desalinated water +UBERON:0015808 eye epithelium +CHEBI:50313 onium cation +ENVO:03500019 lead solder +CHEBI:30033 bacteriochlorophyll a +ENVO:00000031 wadi +CHEBI:36347 nuclear particle +UBERON:0010339 1st arch mandibular mesenchyme from head mesenchyme +ENVO:01001037 slightly saline water +ENVO:01000262 seep +ENVO:00002234 acrisol 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of seamounts +ENVO:01000885 area of developed space with medium usage intensity +ENVO:00003042 piggery +UBERON:0004471 musculature of pectoral girdle +ENVO:00000410 kipuka +ENVO:01001810 mediterranean grassland +CHEBI:28112 nickel atom +CHEBI:18276 dihydrogen +UBERON:0002465 lymphoid system +CHEBI:60029 homopolymer +ENVO:01000028 marine hadal zone biome +FOODON:03411048 carbohydrate-producing plant +ENVO:00000124 supranational geopolitical entity +ENVO:03510031 oil-based paint +UBERON:0001970 bile CHEBI:17579 beta-carotene -UBERON:0004921 subdivision of digestive tract -ENVO:01000889 area of lichen-dominated vegetation -ENVO:03501167 orthopaedics unit facility -UBERON:0001605 ciliary muscle -UBERON:0004362 pharyngeal arch 1 -ENVO:00000327 speleothem -CHEBI:16301 nitrite -FOODON:00001208 hyacinth bean food product -ENVO:03600090 alcohol fermentation pit -UBERON:0006312 ocular refractive media -ENVO:01001623 glacial summer surface -ENVO:01003021 area of high atmospheric pressure -ENVO:00002199 sandy beach -ENVO:00000202 oxbow lake -NCBITaxon:1198 Phormidium -ENVO:03501302 cork -FOODON:03400845 coffee, tea, cocoa or infusion (eurofir) -ENVO:00002011 fresh water -CHEBI:25154 manganese molecular entity -ENVO:00000893 xeric basin biome -ENVO:00000492 resequent stream -ENVO:01000526 sedimentary intrusion -FOODON:00001286 turkey meat food product -PO:0009013 portion of meristem tissue -UBERON:0011676 subdivision of organism along main body axis -CHEBI:25213 metal cation -ENVO:01001348 material accumulation zone -ENVO:01001688 mass of fluid -ENVO:03501199 dry market -ENVO:00000105 lake surface -UBERON:0012275 meso-epithelium -ENVO:03510064 emissions from petroleum combustion -ENVO:00000083 hill -UBERON:0003068 axial mesoderm -ENVO:03501370 stagnant water -ENVO:00000498 volcanic dike -ENVO:00000372 pyroclastic shield volcano -UBERON:0003099 cranial neural crest -CHEBI:33687 diatomic helium -ENVO:00000143 river bank -ENVO:01001241 crop canopy -ENVO:00000074 dam -ENVO:01000519 latrine -ENVO:03510026 acrylic paint medium -ENVO:01001270 rural stormwater -CHEBI:8006 Peptidoglycan(N-acetyl-D-glucosamine) -CHEBI:33459 pnictogen oxoanion -NCBITaxon:4710 Arecaceae -UBERON:0004536 lymph vasculature -ENVO:03501203 polling booth -ENVO:01000335 understory -FOODON:03301467 bean substance -ENVO:00000253 scroll plane -ENVO:00002246 ferralsol -FOODON:00001250 fish egg food product -ENVO:01000975 animal trap -ENVO:01000347 montane conifer woodland -ENVO:00000134 permafrost -ENVO:01001542 ice surface layer -UBERON:0001981 blood vessel +ENVO:01001392 mussel gill tissue material +ENVO:01000275 structural basin +NCBITaxon:37267 Cyrtacanthacridinae +ENVO:01001820 cultured organic material +CHEBI:35217 alkaline earth coordination entity +ENVO:2000042 ocean thermal power station +ENVO:01000687 coast +ENVO:01000402 tropical mixed broadleaf forest +ENVO:00000207 oceanic zone +ENVO:01001838 arid biome +ENVO:01000710 flood +FOODON:00001231 creamy salad dressing 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artificial harbor +FOODON:00001004 fermenting sugar cane juice +ENVO:03000118 atmosphere and water column exposed melt pond +ENVO:02000115 vanadium fume +ENVO:01001062 crater lake +ENVO:01000027 marine abyssal zone biome +ENVO:01000480 glass +ENVO:03501362 belt conveyor system +ENVO:01000517 pit latrine +ENVO:01000674 microfracture +ENVO:01000862 turbulent aquatic surface layer +ENVO:03500025 secondhand smoke +CHEBI:33842 aromatic annulene +UBERON:0004902 urogenital sinus epithelium +ENVO:02000048 contaminated animal feed +ENVO:01000565 lantern +ENVO:01000495 stone exterior wall +CHEBI:22331 alkylamines +ENVO:01001267 stormwater +CHEBI:24636 proton +ENVO:01000925 abattoir +UBERON:0035965 wall of blood vessel +ENVO:00000217 solfatara +ENVO:00003090 kynurenate enriched soil +ENVO:03501132 fire station +CHEBI:30879 alcohol +CHEBI:36980 pyridine nucleotide +ENVO:01000053 marine ultramafic hydrothermal vent biome +ENVO:03501364 packaging equipment +CHEBI:46926 dioxanes +ENVO:00000330 stalagmite +ENVO:01001344 freshwater seep riverine anchor ice +ENVO:01000760 cloud +FOODON:00001019 wort food product +ENVO:01001347 glacial equlibrium line +CHEBI:18248 iron atom +ENVO:00002268 sphagnum bog +ENVO:01000500 brick exterior wall +ENVO:01001154 volatile astrogeological material +NCBITaxon:37570 Noctuoidea +ENVO:00005783 leafy wood soil +ENVO:01001202 alluvium +ENVO:01000191 subtropical grassland biome +FOODON:03315552 juice beverage +ENVO:01001454 polar mountain +ENVO:01000561 paraffin lamp +ENVO:01001811 temperate grassland +ENVO:01000664 tuff cone +ENVO:01001688 mass of fluid +ENVO:01000680 polluted lake +FOODON:00001182 pickled cruciferous food product +ENVO:01000062 marine benthic storm +ENVO:00002197 saline water aquarium +ENVO:03501352 animal rescue shelter +ENVO:00000566 winter sports facility +UBERON:0036303 vasculature of central nervous system +FOODON:00001174 plant lipid food product +UBERON:0005062 neural fold +NCBITaxon:46104 Salicornia +ENVO:00000301 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regional part of nervous system +ENVO:01000189 temperate savanna biome +ENVO:01000022 marine salt marsh biome +UBERON:0000478 extraembryonic structure +ENVO:01000246 village biome +ENVO:06105237 exchangeable potassium +ENVO:01000908 geothermally heated river +CHEBI:35479 alkali metal salt +PO:0025433 root anlagen +ENVO:01001177 arable land +FOODON:00001021 acifified beer wort food product +ENVO:03501294 preprocessing plant +ENVO:03000076 slush ice +ENVO:00002016 sedimentary rock +ENVO:00000475 inlet +NCBITaxon:131567 cellular organisms +UBERON:1000021 skin of face +ENVO:01001547 land ice mass +CHEBI:36976 nucleotide +UBERON:0000490 unilaminar epithelium +ENVO:03501210 control panel +CHEBI:46670 serpentine mineral +FOODON:00001256 dairy food product +NCBITaxon:41944 Myrtales ENVO:03510020 degreaser -ENVO:03000128 acidic water-based rain -ENVO:06105280 silty clay -ENVO:01001509 terrestrial ice calf -UBERON:0006314 bodily fluid -ENVO:01001181 rhizoplane -UBERON:0011158 primary subdivision 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broadleaf forest biome -ENVO:01000100 along-front current +ENVO:00005799 rocky sand +ENVO:01000932 nursing home +PCO:0000018 single-species collection of organisms +CHEBI:17326 nucleoside 5'-triphoshate +CHEBI:22718 benzoates +ENVO:01000775 mesotrophic lake +CHEBI:51959 organic tricyclic compound +ENVO:00000892 small freshwater lake biome +CHEBI:33848 polycyclic arene +CHEBI:13643 glycol +CHEBI:32988 amide +UBERON:0001768 uvea +ENVO:01001134 super-Earth +ENVO:01000914 ice ablation zone +ENVO:01001644 material primarily composed of biogenic carbonates +FOODON:03400874 GS1 Global Product Classification (GPC) +CHEBI:38773 quinolinemonocarboxylate +ENVO:00000253 scroll plane +UBERON:0002481 bone tissue +NCBITaxon:3524 Caryophyllales +ENVO:01000888 area of gramanoid or herbaceous vegetation +FOODON:00002126 plant-based candy +ENVO:03501161 nephrology unit facility +FOODON:00001003 fermented agave juice +ENVO:01000161 marine sponge reef +ENVO:03501163 nutrition and dietetics unit facility 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-ENVO:01000639 planetary structural layer -ENVO:01001485 multiple vortex tornado -NCBITaxon:33634 Stramenopiles -CHEBI:24913 isoprenoid -FOODON:00002787 vetch food product -ENVO:00000508 terrace -CHEBI:36364 alkaline earth salt -ENVO:01001672 frontal surface of a weather front -ENVO:00000356 pyroclastic cone -ENVO:00000091 beach -ENVO:01000858 marine upwelling biome -ENVO:01000223 montane savanna biome -ENVO:01000676 contaminated air -ENVO:01001313 estuarine coastal pycnocline -ENVO:00000152 anabranch -NCBITaxon:3954 Combretaceae -ENVO:01000556 biogas +ENVO:01000210 tropical coniferous forest biome +ENVO:00000199 meromictic lake +UBERON:0000476 acellular anatomical structure +ENVO:01000746 area of perennial ice or snow +ENVO:01000750 Mohorovicic discontinuity +ENVO:00003930 scum +ENVO:01001427 altocumulus castellanus cloud +ENVO:01000052 marine white smoker biome +UBERON:0006876 vasculature of organ +ENVO:01000552 natural gas +FOODON:00001070 miso food product CHEBI:22160 acetamides -ENVO:03600069 nest of alligator -ENVO:01001453 terrestrial mountain -ENVO:01000894 area of emergent herbaceous wetland -CHEBI:25697 organic cation -ENVO:06105003 thermoplastic material -ENVO:01000620 mesocosm -ENVO:00000087 cliff -CHEBI:36838 17-hydroxy steroid -ENVO:01000465 building wall -CHEBI:24828 indoles -UBERON:0011695 embryonic cardiovascular system -ENVO:00002157 stromatolite mat -ENVO:00000445 transvasement -ENVO:02000120 zinc chloride fume -NCBITaxon:1583079 Erebinae -PO:0000003 whole plant -UBERON:0004086 brain ventricle -FOODON:00001293 shellfish food product -ENVO:01000604 vehicle -ENVO:03501243 big-box store -ENVO:01001419 cumulonimbus cloud -ENVO:01000046 marginal sea biome -ENVO:01000299 Taylor column -ENVO:01001468 intertidal ecosystem -FOODON:00002778 jack bean (whole) -UBERON:0007098 mandibular neural crest -ENVO:01000737 sill -ENVO:01001872 manure pit -ENVO:00002014 plutonic rock -ENVO:01000615 motorcycle -UBERON:0013685 foramen of skull -ENVO:03600043 meromictic 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sediment +CHEBI:24867 monoatomic ion +FOODON:00001254 plant derived fermented beverage +ENVO:00002228 pond water +ENVO:00000548 gravel field +CHEBI:33598 carbocyclic compound +UBERON:0004291 heart rudiment +ENVO:03501185 dental clinic +ENVO:00002261 forest soil +FOODON:03400643 Codex Alimentarius classification of food and feed commodities +ENVO:01000188 tropical savanna biome +ENVO:06105005 thermoset polymer +CHEBI:26284 propane-1,2-diols +FOODON:00001248 fish food product +UBERON:0006601 presumptive ectoderm +ENVO:01001486 landspout +NCBITaxon:7010 Schistocerca gregaria +ENVO:01000409 freshwater littoral zone +CHEBI:26167 polar amino acid +CHEBI:16670 peptide +ENVO:01000160 marine pockmark +ENVO:01000248 dense settlement biome +ENVO:00000160 sisal plantation +ENVO:01000666 area of open water +ENVO:03501303 natural-based polymer +ENVO:01001258 vog +ENVO:03501186 family practice clinic +CHEBI:22629 arsenate ion +FOODON:00001243 animal lipid food product +ENVO:03501305 pliofilm 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inkjet printer ink -ENVO:00005739 sea foam -UBERON:0005282 ventricular system of brain +ENVO:00002180 naphthalene enriched sediment +ENVO:00000556 wing dam +CHEBI:21766 N-methylglycines +CHEBI:33655 aromatic compound +ENVO:00000115 orchard +ENVO:00000023 stream +ENVO:03000111 snow mass +ENVO:02000059 surface soil +NCBITaxon:117571 Euteleostomi +FOODON:00001277 orange juice (unpasteurized) +ENVO:03600087 greenhouse +ENVO:01000968 water intake +ENVO:00000050 geyser +CHEBI:50402 androstanoid +CHEBI:143907 manganese hydroxide +ENVO:01000181 mangrove biome +ENVO:01000352 field +ENVO:01001014 monochrome solar rainbow +ENVO:00003919 research station +NCBITaxon:89593 Craniata +CHEBI:49990 monoatomic argon +ENVO:00000476 lake inlet +ENVO:00005798 acid dune sand +ENVO:00000174 isthmus +PO:0000037 shoot axis apex +FOODON:00002333 vegetable pickle food product +ENVO:03600036 pathogen-suppressive soil +NCBITaxon:50557 Insecta +CHEBI:49828 praseodymium atom +ENVO:01001376 marine faunal bed 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plant feed +FOODON:00002132 plant based salad food product +FOODON:00001675 cabbage juice food product +PO:0004010 meristematic cell +UBERON:0002204 musculoskeletal system +ENVO:01000079 marine lysocline +UBERON:0000488 atypical epithelium +UBERON:0002097 skin of body +UBERON:0003528 brain gray matter +UBERON:0010427 ciliary processes +ENVO:03501295 processing plant +CHEBI:33341 titanium atom +ENVO:03501239 riverfront +NCBITaxon:8492 Archosauria +ENVO:03600013 bituminous sand +ENVO:00005780 greenhouse soil +ENVO:03501205 private prison +ENVO:01000515 tiled building roof +ENVO:01001564 rain +ENVO:03000088 methane-laden permafrost +ENVO:2000002 industrial wastewate treatment plant +ENVO:03501195 assisted living facility +ENVO:01000504 unburnt-brick exterior wall +CHEBI:25585 nonmetal atom +ENVO:01000789 flame +ENVO:01000516 toilet fixture +ENVO:01001231 kerogen +UBERON:0005177 trunk region element +ENVO:00000305 peninsula +ENVO:01001274 material isosurface +ENVO:03500001 playground 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pseudocrater -PO:0025161 portion of plant substance -UBERON:0002100 trunk -FOODON:00001610 apple condiment -ENVO:01000958 terrestrial planet -ENVO:00005765 frozen compost soil -ENVO:01001226 terrestrial natural environment -CHEBI:33372 neodymium atom -ENVO:00000156 desert oasis -CHEBI:36927 carbon-14 atom +ENVO:01001803 tropical forest +ENVO:01001201 marine environmental zone +ENVO:01000431 mixed forest +CHEBI:35701 ester +CHEBI:36338 lepton +ENVO:01000335 understory +ENVO:00000150 coral reef +CHEBI:33316 helium(2+) +ENVO:00002116 contaminated soil +ENVO:00002052 iron meteorite +ENVO:01001271 impermeable surface layer +ENVO:03501262 tray +FOODON:00002403 food material +CHEBI:32955 epoxide +CHEBI:33659 organic aromatic compound +CHEBI:36934 nitrogen-15 atom +NCBITaxon:1161 Nostocales +ENVO:01001152 mesoplanet +FOODON:00001096 fermented elaeis palm beverage +ENVO:03501117 transport hub +NCBITaxon:40674 Mammalia +CHEBI:26835 sulfur molecular entity +ENVO:00005748 dry soil +ENVO:00005795 marine mud +CHEBI:33366 copper group element atom +ENVO:01000034 oceanic sea surface microlayer biome +ENVO:01001384 area of attached faunal communities +UBERON:0004225 respiratory system smooth muscle +ENVO:01001313 estuarine coastal pycnocline +ENVO:01000513 asbestos building roof +UBERON:0002416 integumental system +UBERON:0003061 blood island +ENVO:01000364 glacier cave +PO:0025430 phyllome anlagen +ENVO:01000863 overflow structure +ENVO:01001409 altocumulus cloud +ENVO:00000060 underground stream +ENVO:01001192 sediment surface +FOODON:00001260 beer beverage +CHEBI:24532 organic heterocyclic compound +ENVO:01001127 ice giant +FOODON:03400204 candy (us cfr) +CHEBI:36914 inorganic ion +ENVO:03600019 sugarcane vinasse +ENVO:01001483 surface of an astronomical body +FOODON:00002781 pigeon pea (whole) +CHEBI:36909 krypton molecular entity +ENVO:01001092 tectonic lake +ENVO:00002212 thermophilic granular sludge +ENVO:00000059 underground river +NCBITaxon:6656 Arthropoda +FOODON:03420156 brown sugar +ENVO:01001319 saline water body +ENVO:03501314 food production environmental monitoring zone 1 +ENVO:01000519 latrine +ENVO:06105010 plastic pellet +CHEBI:33839 macromolecule +UBERON:0011222 intra-ocular muscle +ENVO:00002127 stream sediment +ENVO:03510035 naphtha +ENVO:01001390 Bathymodiolus-dominated oceanic mussel bed +ENVO:00002200 sea ice +ENVO:00000555 check dam +ENVO:01000549 mass of biological material +CHEBI:50094 sulfur coordination entity +UBERON:0003585 dermis connective tissue +ENVO:00000056 fishpond +ENVO:00002171 hay compost +UBERON:0004766 cranial bone +UBERON:0000179 haemolymphatic fluid +ENVO:06105101 plastic +CHEBI:47882 cyclic polypyrrole +ENVO:03510022 resin (gum) varnish +CHEBI:24835 inorganic molecular entity +PO:0025387 plant cuticle proper +ENVO:03510009 gasoline exhaust +CHEBI:33308 carboxylic ester +ENVO:01000135 nitrate-reducing sediment +ENVO:03600035 cold room +ENVO:01000096 water mass front +ENVO:01001520 area of sea ice +FOODON:00001057 plant fruit food product +ENVO:01000503 burnt-brick exterior wall +ENVO:01001458 mist +ENVO:01001052 aerosol environment +CHEBI:33579 main group molecular entity +FOODON:00002300 sweetener food product +NCBITaxon:7776 Gnathostomata +ENVO:00000526 cliff cleft +CHEBI:48107 nitric acid +FOODON:00001029 gouda cheese food product +ENVO:00000173 rocky desert +ENVO:00000084 mountain pass +CHEBI:33249 organyl group +FOODON:00001159 fermented pomaceous fruit beverage +FOODON:00001136 distilled fermented beverage ENVO:01000286 dimictic lake -UBERON:0003258 endoderm of foregut -ENVO:00000019 saline lake -CHEBI:9171 skatole -ENVO:01000480 glass -ENVO:01001716 warm occluded front -ENVO:04000008 soil organic matter -ENVO:00000058 underground lake -FOODON:00001097 fermented sugar cane beverage -CHEBI:15996 GTP -ENVO:00000354 volcanic field -FOODON:00001009 hot dog -CHEBI:30514 caesium atom -ENVO:00002005 air -CHEBI:36875 radical ion -ENVO:03600050 space station -FOODON:00001023 mammalian milk butter 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compound +ENVO:01000833 water droplet +ENVO:03000053 intraglacial lake +ENVO:00009686 ice rise +ENVO:01000553 liquefied petroleum gas +ENVO:00002255 solonetz +UBERON:0010316 germ layer / neural crest +ENVO:01000257 white smoker +ENVO:03501357 manufacturing equipment +ENVO:03501278 skyscraper +CHEBI:78616 carbohydrates and carbohydrate derivatives +CHEBI:33260 elemental hydrogen +ENVO:01000685 water mass +ENVO:00002149 sea water +ENVO:01001338 diurnal marine tidal flow zone +ENVO:00002164 fossil material +ENVO:02000106 asbestos dust +ENVO:01000935 campground ENVO:01001221 office building -UBERON:0005283 tela choroidea -ENVO:01001402 haze -ENVO:00000000 geographic feature -ENVO:00000167 bar -CHEBI:32178 Talc -ENVO:01001609 cryospheric layer -ENVO:03501144 emergency unit facility -ENVO:03600077 photobioreactor -ENVO:03501129 educational facility -NCBITaxon:1118 Chroococcales -ENVO:00002249 phaeozem -ENVO:01000767 illegal settlement +ENVO:01000802 planetary moon +ENVO:00000328 vadose zone 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decumulation zone +CHEBI:63409 pentose derivative +ENVO:06105007 plastic film +ENVO:01001058 environment associated with a fungal tissue +ENVO:01000245 cropland biome +ENVO:01000194 montane grassland biome +NCBITaxon:40551 Arecales +ENVO:00002131 epilimnion +ENVO:01001144 sub-Earth +UBERON:0034768 morphological feature +ENVO:03501324 latex +NCBITaxon:1301283 Oscillatoriophycideae +ENVO:01000136 drop stone +NCBITaxon:3313 Pinidae +ENVO:00003968 air filter +ENVO:01000807 galaxy +CHEBI:26710 sodium chloride +ENVO:01000330 cypress strand swamp +ENVO:00000432 monadnock +UBERON:0003386 smooth muscle of eye +ENVO:01000391 tropical semi-evergreen moist broadleaf forest +CHEBI:60034 polyethylene polymer +ENVO:01000481 silica-based glass +CHEBI:27171 organic heterobicyclic compound +CHEBI:26393 purine nucleoside triphosphate +ENVO:03600075 oil mill +ENVO:03501192 walk-in clinic +ENVO:01001155 astrogeological gas +CHEBI:28425 alpha-carotene +PO:0025127 primordium +ENVO:06105116 discarded fishing 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atmospheric level +CHEBI:35106 nitrogen hydride +ENVO:03501125 airport transit lounge +ENVO:01000600 rainwater +CHEBI:33431 elemental chlorine +ENVO:01001314 estuarine coastal lower water column +ENVO:01000551 paraffin oil +CHEBI:33552 sulfonic acid derivative +NCBITaxon:33634 Stramenopiles +UBERON:0036661 wall of ventricular system of brain +ENVO:03501166 ophthalmology unit facility +FOODON:00002158 food (preserved) +CHEBI:61292 guanyl nucleotide +ENVO:01001106 landslide lake +ENVO:01001789 freshwater ecosystem +ENVO:00000484 polynya +ENVO:03000015 geographic basin +NCBITaxon:436492 Coelurosauria +ENVO:00000292 watershed +ENVO:00002173 hospital +ENVO:00000519 agricultural terrace +CHEBI:61275 ciguatoxin +CHEBI:25248 methyl ester +ENVO:03501100 ferry +ENVO:01000083 pelagic isopycnal surface +ENVO:01001551 ice lead +ENVO:01000398 temperate freshwater swamp forest +CHEBI:29347 monocarboxylic acid amide +ENVO:03501232 movie theater +ENVO:03501273 listed building +UBERON:0003081 lateral 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osmolarity environment -UBERON:0000019 camera-type eye -FOODON:00001857 food flavoring or seasoning product -UBERON:0036244 secretion of serous membrane -FOODON:00001082 bitter cheese food product -ENVO:01001799 tropical dry broadleaf forest -ENVO:00000243 freshwater wetland ecosystem -ENVO:01000336 shrub layer -CHEBI:33709 amino acid -ENVO:01001065 meteorite lake -ENVO:00000103 mangrove island -CHEBI:59999 chemical substance -UBERON:0001803 epithelium of lens -ENVO:00000332 doline -FOODON:00001201 dry bean food product -ENVO:00011764 ocean time series station -FOODON:00001139 coffee based beverage product -ENVO:01000081 pelagic isohaline surface -UBERON:0001049 neural tube -NCBITaxon:9605 Homo -CHEBI:36343 composite particle -ENVO:01001703 polar environment -FOODON:03400861 prepared food product (eurofir) -NCBITaxon:104431 Obtectomera -ENVO:01000833 water droplet -CHEBI:53388 poly(hydroxybutyrate) -ENVO:01000216 montane shrubland biome -FOODON:00001036 pont ieveque cheese food product 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compound +ENVO:01000041 neritic sea surface microlayer biome +CHEBI:33909 metallotetrapyrrole +CHEBI:15611 sarcosine +CHEBI:28938 ammonium +ENVO:00000244 abyssal plain +ENVO:00000032 bay +UBERON:0010259 1st arch mesenchyme from neural crest +CHEBI:28315 alloxanthine +ENVO:00000496 rill +UBERON:0019304 sensory organ epithelium +ENVO:01001558 area of seasonal sea ice +PO:0009005 root +FOODON:00001197 bambara groundnut food product +ENVO:03501309 booth +ENVO:01000086 coastal buoyancy current front +FOODON:00002454 food product by quality +ENVO:00005800 desert sand +ENVO:01000239 oak woodland +ENVO:01000997 environmental system determined by a quality +ENVO:00002049 stony meteorite +CHEBI:33248 hydrocarbyl group +ENVO:00000498 volcanic dike +ENVO:00000071 fault cave +CHEBI:25477 naphthalenes +ENVO:01000372 household waste material +ENVO:01001898 acidic spring +ENVO:01000003 oil well +CHEBI:26288 propanediol +ENVO:00000443 flood control reservoir +FOODON:00001198 broad bean (whole, dried) 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liquefied natural gas +FOODON:00001216 cream food product +ENVO:01001540 simple valley glacier +FOODON:00001274 egg food product +NCBITaxon:91888 lamiids +FOODON:00001282 ground beef food product +ENVO:01000460 asphalt +NCBITaxon:32525 Theria +NCBITaxon:1892252 Microcoleaceae +ENVO:00000135 buffer zone +ENVO:03600095 stream run +FOODON:00002786 velvet bean (whole) +CHEBI:35716 C-nitro compound +FOODON:03400644 a. primary food commodities of plant origin (ccpr) +ENVO:01001812 subpolar grassland +ENVO:00000247 volcano +ENVO:01001242 canopy +ENVO:03501316 food production environmental monitoring zone 3 +CHEBI:36093 inorganic chloride +ENVO:00000194 scree +ENVO:01000167 determinate root nodule +ENVO:02000109 dust from plant parts +ENVO:00002132 metalimnion +ENVO:00000427 meander +UBERON:0001418 skin of thorax +UBERON:0000456 secretion of exocrine gland +ENVO:01001118 heat-treated animal manure +FOODON:00001173 plant seed food product +ENVO:01003020 fiat part of an astronomical object 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manganese molecular entity +NCBITaxon:6993 Orthoptera +FOODON:00001245 tea beverage (liquid) +ENVO:02000113 welding fume +ENVO:03501167 orthopaedics unit facility +ENVO:01000439 andesitic volcano +FOODON:03301103 orange juice +UBERON:0003439 nerve of trunk region +UBERON:0003457 head bone +ENVO:01000393 tropical lower montane forest +ENVO:03501213 light switch +ENVO:00002233 albeluvisol +ENVO:01001386 mussel reef +ENVO:03501160 neonatal intensive care unit facility +CHEBI:17478 aldehyde +ENVO:01000974 food kiosk UBERON:0002099 cardiac septum -ENVO:01000043 neritic mesopelagic zone biome -ENVO:01000287 polymictic lake -ENVO:01000590 mattress -ENVO:01000481 silica-based glass -ENVO:03600049 smokeless tobacco -ENVO:01000856 temperate marginal sea biome +ENVO:00000074 dam +CHEBI:28685 molybdenum atom +CHEBI:138675 gas molecular entity +ENVO:01001885 submerged landform +CHEBI:23003 carbamate ester +ENVO:00003908 poultry deep litter +CHEBI:26562 ribose phosphate +CHEBI:33709 amino acid 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planet +UBERON:0000077 mixed endoderm/mesoderm-derived structure +ENVO:01000406 snow +ENVO:01000884 area of developed space with low usage intensity +ENVO:00000272 confluence +OBI:0000047 processed material +UBERON:0007100 primary circulatory organ +ENVO:03500011 violent environment +ENVO:00002870 adobe +CHEBI:24828 indoles +CHEBI:30216 alpha-particle +ENVO:03501280 mausoleum +ENVO:00000343 particle of silt +ENVO:01000962 diatomite +CHEBI:83820 non-proteinogenic amino acid +ENVO:03501114 public train +FOODON:00001127 cow milk cheese +ENVO:01000784 illegal informal settlement +CHEBI:25701 organic oxide +NCBITaxon:2697495 Spiralia +ENVO:01001814 organic object +ENVO:01001396 abyssal clay +ENVO:00000462 polygenetic volcanic field +ENVO:01001808 montane grassland +ENVO:00000184 hanging valley +ENVO:00000146 snow field +ENVO:01000282 sedimentary stratum +ENVO:01000356 granite +ENVO:00000128 dry valley +FOODON:03412637 konjac plant +ENVO:00000268 lake bed +NCBITaxon:6960 Hexapoda 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juice beverage UBERON:0014783 cloacal muscle -FOODON:00002265 soybean seed (field) food product -CHEBI:26421 pyridines -ENVO:04000010 soil surface layer +ENVO:01001717 neutral occluded front +UBERON:0015783 smooth muscle layer in fatty layer of subcutaneous tissue +ENVO:01000464 non-hydraulic cement +ENVO:01000175 woodland biome +CHEBI:21656 N-acyl-hexosamine +UBERON:0034995 jaw mesenchyme +CHEBI:25900 aldopentose phosphate +CHEBI:86471 pyrite +ENVO:01001706 cold front +ENVO:01001111 fossil worm burrow +NCBITaxon:13100 Juniperus +ENVO:01000212 temperate mixed forest biome +ENVO:01000147 marine coral reef fore reef +UBERON:0005057 immune organ +ENVO:01001793 subtropical broadleaf forest +ENVO:01001556 pack ice mass +ENVO:01001285 talc dust +FOODON:00001296 sheep milk cheese (unpasteurized) +ENVO:01001350 ice accumulation zone +CHEBI:65212 polysaccharide derivative +ENVO:00000086 plain +ENVO:00000407 subglacial volcano +UBERON:0002072 hypodermis +ENVO:01001515 freshwater congelation ice 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cattle cured meat food product +ENVO:01000686 marine water mass +ENVO:01000289 cold monomictic lake +ENVO:00000119 planted forest +CHEBI:137980 metalloid atom +CHEBI:82661 diatomaceous earth +ENVO:01000640 planetary mantle +UBERON:0001710 lower jaw region +CHEBI:37191 silicon oxoanion +CHEBI:21638 N-acylglucosamine +ENVO:01000008 microbial mat +UBERON:0004765 skeletal element +ENVO:00000398 volcanic cone +ENVO:00000229 intermittent estuary +FOODON:00001061 bacon food product +CHEBI:15422 ATP +ENVO:01001870 gas well +ENVO:00000467 university campus +ENVO:00000319 low tide zone +ENVO:01001701 tropical environment +ENVO:03501123 airport terminal +ENVO:02000140 fluid environmental material +ENVO:01000026 marine bathyal zone biome +UBERON:0019207 chorioretinal region +ENVO:01000388 tropical semi-deciduous broadleaf forest +ENVO:02000031 breast milk material +CHEBI:30050 gold(0) +ENVO:00005803 animal habitation +NCBITaxon:8287 Sarcopterygii +ENVO:01000099 marine surface current 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soil RO:0001000 derives from derives from ENVO:00002170 compost 0.7637626158259734 -ENVO:00005748 dry soil RO:0000086 has quality has quality PATO:0001824 dry 0.6123724356957946 -ENVO:00005750 grassland soil RO:0001025 located in located in ENVO:00000106 grassland area 0.7142857142857143 -ENVO:00005755 field soil BFO:0000050 part of part of ENVO:00000114 agricultural field 0.5962847939999439 -ENVO:00005758 alluvial swamp soil BFO:0000050 part of part of ENVO:00000233 swamp ecosystem 0.47387910220727386 -ENVO:00005760 burned soil RO:0002353 output of output of ENVO:01000839 combustion process 0.6396021490668313 -ENVO:00005761 meadow soil BFO:0000050 part of part of ENVO:00000108 meadow ecosystem 0.6784005252999682 -ENVO:00005764 pond soil RO:0002220 adjacent to adjacent to ENVO:00000033 pond 0.6666666666666666 -ENVO:00005769 mountain forest soil BFO:0000050 part of part of ENVO:00000081 mountain 0.6324555320336759 -ENVO:00005771 muddy soil RO:0002473 composed primarily of composed primarily of ENVO:01000001 mud 0.5477225575051661 -ENVO:00005772 orchard soil BFO:0000050 part of part of ENVO:00000115 orchard 0.7637626158259734 -ENVO:00005772 orchard soil RO:0001025 located in located in ENVO:00000115 orchard 0.7637626158259734 -ENVO:00005773 pasture soil RO:0001025 located in located in ENVO:00000266 pasture 0.7637626158259734 -ENVO:00005777 steppe soil RO:0001025 located in located in ENVO:00000262 steppe 0.7385489458759964 -ENVO:00005786 upland soil BFO:0000050 part of part of ENVO:00000176 elevated landform 0.5118906968889915 -ENVO:00005788 rubber plantation soil BFO:0000050 part of part of ENVO:00000164 rubber plantation 0.8790490729915326 -ENVO:01001185 acidic soil RO:0000086 has quality has quality PATO:0001429 acidic 0.7385489458759964 -ENVO:01001525 hard-frozen soil BFO:0000051 has part has part ENVO:01000277 water ice 0.4166666666666667 -ENVO:01001525 hard-frozen soil RO:0000086 has quality has quality PATO:0000386 hard 0.5 -ENVO:01001526 frozen soil BFO:0000050 part of part of ENVO:01001524 frozen land 0.7272727272727273 -ENVO:01001526 frozen soil RO:0000086 has quality has quality PATO:0001985 frozen 0.7385489458759964 -ENVO:01001527 plastic-frozen soil BFO:0000051 has part has part ENVO:00002006 liquid water 0.5298129428260175 -ENVO:01001528 friable-frozen soil BFO:0000051 has part has part ENVO:01000277 water ice 0.45883146774112354 -ENVO:01001528 friable-frozen soil RO:0000086 has quality has quality PATO:0000386 hard 0.22941573387056174 -ENVO:01001616 bare soil RO:0002220 adjacent to adjacent to ENVO:01000540 troposphere 0.40201512610368484 -ENVO:02000138 mangrove biome soil RO:0001025 located in located in ENVO:01000181 mangrove biome 0.8583950752789522 -ENVO:06105205 compacted soil RO:0000086 has quality has quality PATO:0001485 condensed 0.44543540318737396 -ENVO:00000044 peatland RO:0002473 composed primarily of composed primarily of ENVO:00005774 peat soil 0.5892556509887896 -ENVO:00000258 alluvial plain RO:0002473 composed primarily of composed primarily of ENVO:00002871 alluvial soil 0.8153742483272113 -ENVO:00000314 alluvial fan RO:0002473 composed primarily of composed primarily of ENVO:00002871 alluvial soil 0.7205766921228921 -ENVO:00000413 pingo ENVO:01001307 partially_surrounded_by partially_surrounded_by ENVO:00001998 soil 0.4472135954999579 -ENVO:00005776 peaty paddy field soil ENVO:02000200 has increased levels of has increased levels of ENVO:00005774 peat soil 0.6396021490668313 -ENVO:00005801 rhizosphere BFO:0000050 part of part of ENVO:00001998 soil 0.45226701686664544 -ENVO:01000001 mud BFO:0000051 has part has part ENVO:00001998 soil 0.0 -ENVO:01000698 debris flow RO:0000057 has participant has participant ENVO:00001998 soil 0.6030226891555273 -ENVO:01000706 soil erosion RO:0000057 has participant has participant ENVO:00001998 soil 0.5773502691896258 -ENVO:01000820 pedosphere RO:0002473 composed primarily of composed primarily of ENVO:00001998 soil 0.31622776601683794 -ENVO:01001044 soil environment RO:0002507 determined by determined by ENVO:00001998 soil 0.5 -ENVO:01001664 cryoturbation of soil RO:0000057 has participant has participant ENVO:00001998 soil 0.4364357804719848 -ENVO:02000122 peat drainage BFO:0000066 occurs in occurs in ENVO:00005774 peat soil 0.554700196225229 -ENVO:02500038 soil pollution BFO:0000066 occurs in occurs in ENVO:00001998 soil 0.5345224838248488 -ENVO:03000008 compaction process RO:0002234 has output has output ENVO:06105205 compacted soil 0.7559289460184544 -ENVO:04000008 soil organic matter BFO:0000050 part of part of ENVO:00001998 soil 0.4588314677411235 -ENVO:04000011 bare soil surface layer RO:0002473 composed primarily of composed primarily of ENVO:01001616 bare soil 0.6255432421712243 -ENVO:06105232 soil albedo RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.6030226891555273 -ENVO:06105241 soil drainage BFO:0000066 occurs in occurs in ENVO:00001998 soil 0.5547001962252291 -ENVO:06105266 soil layer RO:0002473 composed primarily of composed primarily of ENVO:00001998 soil 0.6324555320336759 -ENVO:06105271 soil texture RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5773502691896258 -ENVO:06105272 loamy sand BFO:0000051 has part has part ENVO:00002258 loam 0.6324555320336759 -ENVO:06105304 water-holding capacity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.3651483716701107 -ENVO:09000028 evaporation of liquid water in soil BFO:0000066 occurs in occurs in ENVO:00001998 soil 0.3380617018914066 -ENVO:09200005 mass density of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.4472135954999579 -ENVO:09200009 structure of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.48507125007266594 -ENVO:09200010 acidity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5163977794943222 -ENVO:09200012 temperature of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.4588314677411235 -ENVO:09200013 wetness of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5163977794943222 -ENVO:09200015 humidity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5 -ENVO:09200016 conductivity of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.4472135954999579 -ENVO:09200021 color of soil RO:0000052 characteristic of characteristic of ENVO:00001998 soil 0.5547001962252291 -ENVO:09200029 thickness of topsoil RO:0000052 characteristic of characteristic of ENVO:02000059 surface soil 0.5809475019311126 -ENVO:2000008 lignite RO:0001000 derives from derives from ENVO:00005774 peat soil 0.5039526306789696 From 32d623c1e74011991a8a0814c64db7fcad31b153 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Tue, 5 Nov 2024 13:48:54 -0500 Subject: [PATCH 14/22] rewokred soil exclusion --- notebooks/discover_excludable_soils.ipynb | 141 +- notebooks/discover_excludable_soils.tsv | 2 +- .../discover_excludable_soils_curated.tsv | 404 + ...t_google_sheets_soil_env_broad_scale.ipynb | 52 +- ...ost_google_sheets_soil_env_broad_scale.tsv | 76 +- ...t_google_sheets_soil_env_local_scale.ipynb | 536 +- ...ost_google_sheets_soil_env_local_scale.tsv | 303 +- ...e_sheets_soil_env_local_scale_initial.tsv} | 10102 ++++++++-------- .../post_google_sheets_soil_env_medium.ipynb | 776 +- .../post_google_sheets_soil_env_medium.tsv | 124 +- ...oil_env_medium_retention_justification.tsv | 77 + 11 files changed, 6906 insertions(+), 5687 deletions(-) create mode 100644 notebooks/discover_excludable_soils_curated.tsv rename notebooks/{sels_targets.tsv => post_google_sheets_soil_env_local_scale_initial.tsv} (100%) create mode 100644 notebooks/post_google_sheets_soil_env_medium_retention_justification.tsv diff --git a/notebooks/discover_excludable_soils.ipynb b/notebooks/discover_excludable_soils.ipynb index 8c6c2680..37df312b 100644 --- a/notebooks/discover_excludable_soils.ipynb +++ b/notebooks/discover_excludable_soils.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.079004Z", - "start_time": "2024-11-05T02:00:49.810301Z" + "end_time": "2024-11-05T16:59:58.091068Z", + "start_time": "2024-11-05T16:59:54.773161Z" } }, "source": [ @@ -26,8 +26,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.086400Z", - "start_time": "2024-11-05T02:00:53.082660Z" + "end_time": "2024-11-05T16:59:58.099004Z", + "start_time": "2024-11-05T16:59:58.095204Z" } }, "cell_type": "code", @@ -39,8 +39,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.149200Z", - "start_time": "2024-11-05T02:00:53.146044Z" + "end_time": "2024-11-05T16:59:58.161879Z", + "start_time": "2024-11-05T16:59:58.158440Z" } }, "cell_type": "code", @@ -52,8 +52,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.191118Z", - "start_time": "2024-11-05T02:00:53.188037Z" + "end_time": "2024-11-05T16:59:58.205066Z", + "start_time": "2024-11-05T16:59:58.201598Z" } }, "cell_type": "code", @@ -65,8 +65,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.239035Z", - "start_time": "2024-11-05T02:00:53.234757Z" + "end_time": "2024-11-05T16:59:58.253941Z", + "start_time": "2024-11-05T16:59:58.249900Z" } }, "cell_type": "code", @@ -77,7 +77,9 @@ " 'has part',\n", " 'located in',\n", " 'part of',\n", - "]" + "]\n", + "\n", + "# this excludes relations in which one participant must be a quality, process, etc." ], "id": "cc4c5f1fb8a99c38", "outputs": [], @@ -86,8 +88,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.328247Z", - "start_time": "2024-11-05T02:00:53.286614Z" + "end_time": "2024-11-05T16:59:58.332120Z", + "start_time": "2024-11-05T16:59:58.297484Z" } }, "cell_type": "code", @@ -99,8 +101,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.406025Z", - "start_time": "2024-11-05T02:00:53.343836Z" + "end_time": "2024-11-05T16:59:58.411801Z", + "start_time": "2024-11-05T16:59:58.348005Z" } }, "cell_type": "code", @@ -120,8 +122,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.459810Z", - "start_time": "2024-11-05T02:00:53.414960Z" + "end_time": "2024-11-05T16:59:58.467427Z", + "start_time": "2024-11-05T16:59:58.421014Z" } }, "cell_type": "code", @@ -141,8 +143,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.679750Z", - "start_time": "2024-11-05T02:00:53.468885Z" + "end_time": "2024-11-05T16:59:58.712925Z", + "start_time": "2024-11-05T16:59:58.476667Z" } }, "cell_type": "code", @@ -162,12 +164,18 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.695101Z", - "start_time": "2024-11-05T02:00:53.692137Z" + "end_time": "2024-11-05T16:59:58.730688Z", + "start_time": "2024-11-05T16:59:58.727603Z" } }, "cell_type": "code", - "source": "reasonable_others = material_entities - biomes.union(environmental_materials)", + "source": [ + "# reasonable_others = material_entities - biomes.union(environmental_materials)\n", + "\n", + "reasonable_others = material_entities - environmental_materials # actually, let's also pull out soils whose differentia can be expressed in the env_broad_scale\n", + "\n", + "# mangrove biome soil" + ], "id": "dde15e9453483a9d", "outputs": [], "execution_count": 10 @@ -175,8 +183,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.746215Z", - "start_time": "2024-11-05T02:00:53.738310Z" + "end_time": "2024-11-05T16:59:58.774021Z", + "start_time": "2024-11-05T16:59:58.770176Z" } }, "cell_type": "code", @@ -188,8 +196,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.827383Z", - "start_time": "2024-11-05T02:00:53.788900Z" + "end_time": "2024-11-05T16:59:58.856664Z", + "start_time": "2024-11-05T16:59:58.818650Z" } }, "cell_type": "code", @@ -207,8 +215,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.842032Z", - "start_time": "2024-11-05T02:00:53.839420Z" + "end_time": "2024-11-05T16:59:58.872150Z", + "start_time": "2024-11-05T16:59:58.869494Z" } }, "cell_type": "code", @@ -220,8 +228,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.883274Z", - "start_time": "2024-11-05T02:00:53.880307Z" + "end_time": "2024-11-05T16:59:58.914375Z", + "start_time": "2024-11-05T16:59:58.910903Z" } }, "cell_type": "code", @@ -233,8 +241,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.929571Z", - "start_time": "2024-11-05T02:00:53.926231Z" + "end_time": "2024-11-05T16:59:58.960564Z", + "start_time": "2024-11-05T16:59:58.957246Z" } }, "cell_type": "code", @@ -246,8 +254,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:53.976657Z", - "start_time": "2024-11-05T02:00:53.973797Z" + "end_time": "2024-11-05T16:59:59.006440Z", + "start_time": "2024-11-05T16:59:59.003566Z" } }, "cell_type": "code", @@ -259,8 +267,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:54.022881Z", - "start_time": "2024-11-05T02:00:54.019900Z" + "end_time": "2024-11-05T16:59:59.053334Z", + "start_time": "2024-11-05T16:59:59.050408Z" } }, "cell_type": "code", @@ -272,8 +280,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:54.068938Z", - "start_time": "2024-11-05T02:00:54.066030Z" + "end_time": "2024-11-05T16:59:59.101048Z", + "start_time": "2024-11-05T16:59:59.097526Z" } }, "cell_type": "code", @@ -289,8 +297,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:56.815190Z", - "start_time": "2024-11-05T02:00:54.113386Z" + "end_time": "2024-11-05T17:00:01.856865Z", + "start_time": "2024-11-05T16:59:59.146926Z" } }, "cell_type": "code", @@ -337,8 +345,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:56.831894Z", - "start_time": "2024-11-05T02:00:56.827555Z" + "end_time": "2024-11-05T17:00:01.876241Z", + "start_time": "2024-11-05T17:00:01.871371Z" } }, "cell_type": "code", @@ -350,8 +358,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:56.875815Z", - "start_time": "2024-11-05T02:00:56.868256Z" + "end_time": "2024-11-05T17:00:01.923390Z", + "start_time": "2024-11-05T17:00:01.912621Z" } }, "cell_type": "code", @@ -363,8 +371,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:56.919530Z", - "start_time": "2024-11-05T02:00:56.915049Z" + "end_time": "2024-11-05T17:00:01.965197Z", + "start_time": "2024-11-05T17:00:01.960240Z" } }, "cell_type": "code", @@ -380,8 +388,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:56.994918Z", - "start_time": "2024-11-05T02:00:56.966983Z" + "end_time": "2024-11-05T17:00:02.036533Z", + "start_time": "2024-11-05T17:00:02.008165Z" } }, "cell_type": "code", @@ -416,6 +424,7 @@ "180 ENVO:00005788 True False rubber plantation soil \n", "195 ENVO:01001526 True False frozen soil \n", "204 ENVO:01001616 True False bare soil \n", + "209 ENVO:02000138 True False mangrove biome soil \n", "227 ENVO:00000044 False True peatland \n", "228 ENVO:00000258 False True alluvial plain \n", "229 ENVO:00000314 False True alluvial fan \n", @@ -446,6 +455,7 @@ "180 BFO:0000050 part of part of \n", "195 BFO:0000050 part of part of \n", "204 RO:0002220 adjacent to adjacent to \n", + "209 RO:0001025 located in located in \n", "227 RO:0002473 composed primarily of composed primarily of \n", "228 RO:0002473 composed primarily of composed primarily of \n", "229 RO:0002473 composed primarily of composed primarily of \n", @@ -476,6 +486,7 @@ "180 True ENVO:00000164 False True \n", "195 True ENVO:01001524 False True \n", "204 True ENVO:01000540 False True \n", + "209 True ENVO:01000181 False True \n", "227 True ENVO:00005774 True False \n", "228 True ENVO:00002871 True False \n", "229 True ENVO:00002871 True False \n", @@ -506,6 +517,7 @@ "180 rubber plantation 0.879049 rubber plantation \n", "195 frozen land 0.727273 frozen land \n", "204 troposphere 0.402015 troposphere \n", + "209 mangrove biome 0.858395 mangrove biome \n", "227 peat soil 0.589256 peatland \n", "228 alluvial soil 0.815374 alluvial plain \n", "229 alluvial soil 0.720577 alluvial fan \n", @@ -536,6 +548,7 @@ "180 rubber plantation soil \n", "195 frozen soil \n", "204 bare soil \n", + "209 mangrove biome soil \n", "227 peat soil \n", "228 alluvial soil \n", "229 alluvial soil \n", @@ -1011,6 +1024,24 @@ " bare soil\n", " \n", " \n", + " 209\n", + " ENVO:02000138\n", + " True\n", + " False\n", + " mangrove biome soil\n", + " RO:0001025\n", + " located in\n", + " located in\n", + " True\n", + " ENVO:01000181\n", + " False\n", + " True\n", + " mangrove biome\n", + " 0.858395\n", + " mangrove biome\n", + " mangrove biome soil\n", + " \n", + " \n", " 227\n", " ENVO:00000044\n", " False\n", @@ -1097,8 +1128,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:57.400987Z", - "start_time": "2024-11-05T02:00:57.068894Z" + "end_time": "2024-11-05T17:00:02.450428Z", + "start_time": "2024-11-05T17:00:02.104205Z" } }, "cell_type": "code", @@ -1160,7 +1191,7 @@ "text/plain": [ "
" ], - "image/png": 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" + "image/png": 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IxTVu3Jh77rknYNm1114LwO+//17m4+rTp0/QGHnwwQdJTk5m3LhxQaVHQs06DdW/ULZv3w5Q6iz5/fv388gjj4T8mThxYsC68fHxTJgwAa/Xy6WXXsp9993Hb7/9xogRIwKOaffu3Xz11Vc0bdo0ZEmOlJSUoG9IHCl/+YqRI0cSFxdXuLxu3brcfvvt5d7fsGHDOOWUUwr/7nA4GD58OBB4vSdMmIDH4+Guu+6iZs2ahcsTEhJ46KGHyt1uOLVq1Qr57QP/cT/xxBM4HI7C5W3btuWKK644rLbKMuaGDBnC6tWreeqpp4LWjYyMDOiLX9WqVQ+rP8U5HA6efPLJgM+Edu3accUVVxQ+YBPMGASoV6/eEbcJh/eZF+o8RkVFFe7HZrNhWRbR0dFBD/11OBwBM8X9x1O/fv1S+xkTE0O1atUoKCgIW3qoPPyfHf7PEhERETn+KEQXERGRSnXnnXeyc+dOPvvsM0aMGMGpp57K1q1bef3112nXrh3ffvtt4bpLly4FCFmqID4+ni5dupCXl8fatWuPSl+//PLLwuDzzTffZOvWrVx00UV8+eWXAeHM/PnzAVi7dm1h6F78Z/fu3Xi9XtatW3fINr/66iv69u1LjRo1cDqd2Gw27HY7GRkZhQ+xO1wZGRls3LiRZs2ahQzB/GUqli1bFvRa586dg5b595GWlla4bOjQoWRnZ9OmTRvuueeeQ9486NChQ1DQFWq/h3LaaacFLYuPj6dDhw6Fxw1w8cUXY7fbGTJkCNdccw0TJkxgx44dZW4HKAzRSivb0KJFCyzLCvkT6iZFly5deOyxx1izZg3PP/88HTp04Omnnw5YZ9GiRViWxRlnnBHyJsXR4K8fHer8hlp2KGUdR/52Tz311KD1i4fwR6p9+/YhS44sX76cuLg4OnXqFPRaeY+7PGMuKSmJli1bUrt27YDlQ4cOZfPmzbRp04aHH36YX375JeTzCA5XgwYNCkuhFOc/Vv9n8dFQ1s+8Vq1a0a5dOyZMmEDPnj158cUXWbJkSdANssTERPr378+vv/5Kp06dePLJJ/ntt98O+byAY8l/42Pfvn2V3BMREREJRyG6iIiIVLqEhAQuuugi/ve//zFnzhz27t3LLbfcQl5eHtdee23hzHJ/+Bpuxq8/aDrUDO/DNWHCBCzLwuVysWLFCvr168fnn38eVAv4wIEDAHzyySchZx77a0dnZ2eX2t4LL7zABRdcwNKlSzn77LO56667GDVqFKNGjSIpKYn8/PwjOp4jOZ+hHqDpn/Xs8XgKl9199928//771KlThxdeeIEBAwZQrVo1zjvvPDZt2nTY+z2UcMfkX56eng7AySefzMyZM+nZsyfjx49n2LBh1KtXj65duzJjxowyteWfCZuXl1fm/pXF4MGDC28o3HDDDUHhrv8Y6tatW6HtliY9PR273R7yuQNlrVdfXFmvt38MFp+FfiTthhNuX+np6dSoUaNc24RTEWPu5Zdf5rnnniMyMpLHH3+cM888k6pVqzJ8+PAKCWLL+v6pVasWQLlvPIVTns88p9PJL7/8wm233cb69eu566676Ny5M7Vq1eLRRx8NGD+ff/45Dz74IOnp6Tz44IOccsopVK9enREjRpCTk1O4nv94tm3bVmo/c3NzC+vll/UbK4faH0BsbOwR70tERESODoXoIiIictxJSkritddeo2HDhuzbt48///wTKArcUlNTQ27n/yp+qGCuIjmdTk488UQmTZpEs2bNeOKJJ1iyZEnh6/72v/vuu7Czjy3LolevXmHbcLvdPPbYY9SuXZsVK1bwySef8MwzzzB69GhGjRpVISVrjsX5tNlsXHPNNfz+++/s3buXSZMmcf755/PNN98wcODAcgXj5RHumPzL/Q8nBDO79ocffuDgwYPMmDGDO++8kz///JMBAwYUzlgvjT9c9d88qQgul4vLL78cMDPcH3rooaBSD/6Z70cSYPpDerfbHfSaPygtLikpCa/XGzKoDXfOK4J/DO7Zs+eotlu8fElxSUlJ7N27N+Rrh9P+kY45p9PJ3XffzcqVK9mxYwfjx4/ntNNOY9y4cVx22WWF65X3+h7qmEq+fxo2bEjdunXZtm1bUPmt8jqcz7xq1arx6quvsmPHDlatWsVrr71G1apVGTVqFM8++2zherGxsTz++ONs3LiRjRs38v7779OiRQtefvll7rjjjsL1evToAcDPP/9cal9nzZqF2+3mpJNOCllSp7z8nx3hbtSIiIhI5VOILiIiIsclm80WUHMZKKwvPnPmzKD1s7OzWbRoETExMQG1uo+m6Ohonn/+eSzL4r777itcfvLJJwMwb968w973vn37SE9Pp3v37kGzbxctWhSydIM/zClrMJ2YmEiTJk1Yv359yCDWf547dOhQvs6H4Z+B/umnn9K7d29WrVrF+vXrK2TfJc2ZMydoWVZWFsuWLSs87pJiYmI4/fTTeeGFF3jggQfIzc1l+vTph2yrbdu2ABVaRuiBBx5g8eLFPPDAA3z00UccOHCAK664IqBURZcuXbDb7cyYMeOwS1NUqVIFCB3EhyrZ0b59eyD0+Q21rKL42/3111+DXvN/s+Noat++PdnZ2QE3y/yO5LgPd8wVV6dOHS699FKmTp1Ks2bN+Omnnwo/H8p7ff22bt3Kli1bgpb7j7X4sx78zyx4/PHHD9nX0m7+Hc5nnp/NZqNVq1bceuutheeveCmw4ho3bsw111zDrFmziI+PD1jvqquuAuDFF18M+80Sy7IKa9Rfc801YftUHv7PDv9niYiIiBx/FKKLiIhIpXn77bfDPizy66+/ZvXq1SQnJ9OmTRvA1D5u2rQpP/zwQ9AD5h5//HH279/PpZdeGrKm8dEyePBgOnXqxPTp0wsDpsGDB9OgQQNefPFFZs+eHbSNy+Vi7ty5pe63Zs2axMTEsGTJkoByAwcPHuQ///lPyG38dXUPVYqguOHDh+Nyubj//vuxLKtw+R9//MHYsWNJSkrivPPOK/P+Spo5c2bAfsEcv3/mZXR09GHvuzQ//fQT06ZNC1j2xBNPkJaWxpVXXlk4Q3fevHkhwzL/jNuy9M//jYIFCxYcabcBmD59Oi+88ALdunVj1KhRDBw4kFtvvZWZM2cG1EVPSUnhggsuYMOGDTzyyCNB+9mzZ0/IGcjFnXTSSQCMHTs2YPkXX3zBrFmzgtb3P0Tz0UcfDShHtGPHDl5++eUyH2N5DR06FLvdzgsvvBAwCz47O5snnnjiqLXr5z/uBx98MOAm1Z9//slHH31Urn2VZ8ylp6ezZs0adu3aVbgsPz8/5I2D7OxssrKyiIiIKBzfnTt3xmazMXHixIA2//rrr1Kvl8fj4YEHHgj6TPjoo4+oUaMG/fv3L1x+991306JFC8aNG8cDDzwQsszUpk2bOO+881i1alXYNsv7mbd582Y2b94ctLzkedy7dy8rVqwIWu/gwYPk5+cHnO+zzjqL888/n3Xr1nHxxRcHzdbPz8/n5ptvZvbs2fTo0YMrr7wy7PGUx4IFC3A6nYUz4UVEROT446zsDoiIiMi/1w8//MBNN91Es2bNOOWUU6hTpw7Z2dksXbqUOXPmYLfbeeONN4iKigJMaYKxY8fSt29f+vfvz0UXXUTDhg2ZN28eM2fOpGnTpkEPXzwWRo8ezbnnnsvIkSOZMWMGUVFRfPHFF5xzzjn06tWL3r1707ZtW2w2G1u2bGHOnDlUq1aNNWvWhN2n3W7nlltu4YUXXqB9+/YMGjSIjIwMfvjhBxo2bEidOnWCtunduzfPP/88N9xwAxdccAFxcXE0bNiwMAAM5d5772XKlCl89NFHrF69mjPPPJM9e/bw6aef4na7effdd0lISDjsc3PeeeeRmJhIt27daNiwIS6Xi+nTp7Nq1SouvPDCkA8vrAgDBw5k0KBBXHjhhTRq1Ij58+czY8YMmjZtyqOPPlq43jPPPMOMGTPo2bMnjRs3Jjo6miVLlvDzzz/TpEkThgwZcsi22rVrR5MmTUqdQbxv3z5Gjx4d9vWbbrqJWrVqsW/fPoYPH05CQgLjx48vrA/+/PPPM2vWLEaNGsWZZ55Z+G2HN954gxUrVvDEE0/w/fff07t3byzLYt26dfz444+kpqaW+sDTwYMH07RpU8aOHcu2bdvo2LEjq1ev5pdffqF///58//33AeufccYZXH311YwZM4a2bdsyZMgQ8vPz+fTTT+nWrRuTJ08+5Pk6HC1atOC+++7jySefpG3btlx88cU4nU6++uor2rZty4oVK4IeSFuRhg8fzvjx45k6dSodO3bknHPO4cCBA0yYMIGzzz67XMddnjE3adIkrr76aoYPH154oyM3N5dTTjmF5s2b07lzZxo0aEBWVhaTJ09m9+7d3H333YWfmf5Z6uPHj6dz587069ePPXv2MGnSJPr168eXX34Zso/t2rVj7ty5nHTSSfTp04e9e/cWfia88847hc8BAPNMi2nTpjF48GCeeuopxowZw9lnn029evXIyclh6dKl/PrrrzidTp5//vmw56W8n3nLli3j/PPPp2vXrrRu3ZpatWqxY8cOvv76a+x2e2GZlh07dtCxY0fat29Pu3btqFu3Lvv37+ebb77B5XJx9913B+z3ww8/JC8vj++++44mTZowYMAA6tevz969e/n+++/ZsWMHJ598MpMmTSp8fx6JrKws5s+fz1lnnRX07SsRERE5jlgiIiIilWTNmjXWs88+a5111llW48aNrejoaCs6Otpq2rSpNXz4cGvRokUht/vjjz+sCy+80KpevboVERFhNWzY0Lr99tutvXv3Bq3bq1cvq+Q/eWbMmGEB1qhRo8rUz1GjRlmANWHChLDrdOnSxQKsn3/+uXDZ9u3brdtvv9064YQTrKioKCsxMdFq1aqVdd111wWsZ1mW1bBhQ6thw4YBywoKCqwnnniicPsGDRpYd911l5WZmRlyfcuyrGeffdY64YQTrIiICAuwevXqVWoblmVZWVlZ1sMPP2w1b97cioyMtJKTk61zzjnHmjNnTthzMWPGjKDXxowZYwHWmDFjCpe98cYb1rnnnms1bNjQio6OtqpVq2Z17drVevPNN62CgoLC9TZt2mQB1vDhw4P2a1lW0LFYVuhrW7wPX3/9tXXSSSdZMTExVrVq1ayrrrrK2rVrV8D6U6dOta688kqrRYsWVkJCghUfH2+1bt3aeuCBB0KOp3CeeeYZC7AWLFgQsu+H+lm6dKllWZY1cOBAC7A+/vjjoP38+eefVnR0tNWkSRMrIyOjcHl6err18MMPWy1btrSioqKspKQkq0OHDtbIkSMDznG4679p0ybrvPPOsxISEqy4uDjrzDPPtH7//few19rtdltPPfWU1aRJEysyMtJq0qSJ9eSTT1rr168PeQ0PdZ1KKu39+cYbb1itWrWyIiMjrXr16ll33323tW3bNguwBg8eHLR+WR1q/FmWZWVnZ1v33nuvVbduXSsqKspq3bq19c4774Tt7/Dhwy3A2rRpU8Dy8ow5/3kq3q+CggLrmWeesc4++2yrXr16VmRkpJWSkmL17NnTGj9+vOX1egP2kZOTY/33v/+1UlJSrKioKKtdu3bWJ598Erbf/vfatm3brEsuucSqWrWqFR0dbXXv3t368ccfw56fgoIC64MPPrD69etnpaSkWBEREVZCQoLVqVMn64EHHrC2bt0asP6RfuZt27bNuu+++6xu3bpZNWvWtCIjI60GDRpY559/vjVv3rzC9Q4ePGiNHj3a6tmzp1W7dm0rMjLSqlOnjtWvXz/rhx9+CHksXq/X+vzzz60BAwYUHku1atWs3r17W++9957lcrlCbhfumpdm7NixFmB9/fXXZd5GREREjj2bZZX4fq2IiIiIyN/U2LFjC2dK++sbHwsHDhygSZMmXHTRRbz77rvHrF0xpXvOOuss7r33Xp555pnK7o5IuZx22mmkpqayevXqCnlIqYiIiBwdqokuIiIiInKEqlatyv3338+HH34Y8oGMcuT27t0b9NDctLQ07r//foAjqt0vUhl+/vln5s6dyzPPPKMAXURE5DinmugiIiIiIhXg9ttvJz8/n61btx61Wu//Zp988gnPP/88vXv3pk6dOuzatYupU6eyZ88errrqKrp3717ZXRQpl/T0dJ5//vkyPXtBREREKpdCdBERERGRChAdHc3IkSMruxv/WD169KBz58789NNPHDhwAIfDQatWrXj44Ye55ZZbKrt7IuV2/vnnV3YXREREpIyOq5ros2fP5rnnnmPx4sXs2rWLSZMmHfJrmTNnzuTOO+9k5cqV1K9fn4ceeuiY1r8UERERERERERERkX+u46omenZ2Nu3bt+f1118v0/qbNm1iwIABnHHGGSxbtowRI0Zw3XXXMW3atKPcUxERERERERERERH5NziuZqIXZ7PZDjkT/f/+7/+YMmUKK1asKFw2dOhQ0tLSmDp1asht8vPzyc/PL/y71+vlwIEDVKtWDZvNVmH9FxEREREREREREZHjl2VZZGZmUqdOHez28PPN/9Y10efNm0efPn0ClvXt25cRI0aE3eapp57ikUceOco9ExEREREREREREZG/g23btlGvXr2wr/+tQ/Tdu3eTkpISsCwlJYWMjAxyc3OJiYkJ2ub+++/nzjvvLPx7eno6DRo0YNu2bSQmJh71PouIiIiIiIiIiIhI5cvIyKB+/fokJCSUut7fOkQ/HFFRUURFRQUtT0xMVIguIiIiIiIiIiIi8i9zqDLfx9WDRcurVq1apKamBixLTU0lMTEx5Cx0EREREREREREREZHy+FuH6N27d+fnn38OWDZ9+nS6d+9eST0SERERERERERERkX+S4ypEz8rKYtmyZSxbtgyATZs2sWzZMrZu3QqYeuZXXnll4fo33XQTGzdu5N5772XNmjW88cYbfPbZZ9xxxx2V0X0RERERERERERER+Yc5rkL0RYsW0bFjRzp27AjAnXfeSceOHRk5ciQAu3btKgzUARo3bsyUKVOYPn067du354UXXuC9996jb9++ldJ/EREREREREREREflnsVmWZVV2JypTRkYGSUlJpKen68GiIiIiIiIiIiIiIv8SZc2Gj6uZ6CIiIiIiIiIiIiIixxOF6CIiIiIiIiIiIiIiYShEFxEREREREREREREJQyG6iIiIiIiIiIiIiEgYCtFFRERERERERERERMJQiC4iIiIiIiIiIiIiEoZCdBERERERERERERGRMBSii4iIiIiIiIiIiIiEoRBdRERERERERERERCQMhegiIiIiIiIiIiIiImEoRBcRERERERERERERCUMhuoiIiIiIiIiIiIhIGArRRURERERERERERETCUIguIiIiIiIiIiIiIhKGQnQRERERERERERERkTAUoouIiIiIiIiIiIiIhKEQXUREREREREREREQkDIXoIiIiIiIiIiIiIiJhKEQXEREREREREREREQlDIbqIiIiIiIiIiIiISBgK0UVEREREREREREREwlCILiIiIiIiIiIiIiIShkJ0EREREREREREREZEwFKKLiIiIiIiIiIiIiIShEF1EREREREREREREJAyF6CIiIiIiIiIiIiIiYShEFxEREREREREREREJQyG6iIiIiIiIiIiIiEgYCtFFRERERERERERERMJQiC4iIiIiIiIiIiIiEoZCdBERERERERERERGRMBSii4iIiIiIiIiIiIiEoRBdRERERERERERERCQMhegiIiIiIiIiIiIiImEoRBcRERERERERERERCUMhuoiIiIiIiIiIiIhIGArRRURERERERERERETCUIguIiIiIiIiIiIiIhKGQnQRERERERERERERkTAUoouIiIiIiIiIiIiIhKEQXUREREREREREREQkDIXoIiIiIiIiIiIiIiJhKEQXEREREREREREREQlDIbqIiIiIiIiIiIiISBgK0UVEREREREREREREwlCILiIiIiIiIiIiIiIShkJ0EREREREREREREZEwFKKLiIiIiIiIiIiIiIShEF1EREREREREREREJAyF6CIiIiIiIiIiIiIiYShEFxEREREREREREREJQyG6iIiIiIiIiIiIiEgYCtFFRERERERERERERMJQiC4iIiIiIiIiIiIiEoZCdBERERERERERERGRMBSii4iIiIiIiIiIiIiEoRBdRERERERERERERCQMhegiIiIiIiIiIiIiImEoRBcRERERERERERERCUMhuoiIiIiIiIiIiIhIGArRRURERERERERERETCUIguIiIiIiIiIiIiIhKGQnQRERERERERERERkTAUoouIiIiIiIiIiIiIhKEQXUREREREREREREQkDIXoIiIiIiIiIiIiIiJhKEQXEREREREREREREQlDIbqIiIiIiIiIiIiISBgK0UVEREREREREREREwlCILiIiIiIiIiIiIiIShkJ0EREREREREREREZEwFKKLiIiIiIiIiIiIiIShEF1EREREREREREREJAyF6CIiIiIiIiIiIiIiYShEFxEREREREREREREJQyG6iIiIiIiIiIiIiEgYCtFFRERERERERERERMJQiC4iIiIiIiIiIiIiEoZCdBERERERERERERGRMBSii4iIiIiIiIiIiIiEoRBdRERERERERERERCQMhegiIiIiIiIiIiIiImEoRBcRERERERERERERCUMhuoiIiIiIiIiIiIhIGArRRURERERERERERETCUIguIiIiIiIiIiIiIhKGQnQRERERERERERERkTAUoouIiIiIiIiIiIiIhKEQXUREREREREREREQkDIXoIiIiIiIiIiIiIiJhKEQXEREREREREREREQlDIbqIiIiIiIiIiIiISBgK0UVEREREREREREREwlCILiIiIiIiIiIiIiIShkJ0EREREREREREREZEwFKKLiIiIiIiIiIiIiIShEF1EREREREREREREJAyF6CIiIiIiIiIiIiIiYShEFxEREREREREREREJQyG6iIiIiIiIiIiIiEgYCtFFRERERERERERERMJQiC4iIiIiIiIiIiIiEoZCdBERERERERERERGRMBSii4iIiIiIiIiIiIiEoRBdRERERERERERERCQMhegiIiIiIiIiIiIiImEoRBcRERERERERERERCUMhuoiIiIiIiIiIiIhIGArRRURERERERERERETCUIguIiIiIiIiIiIiIhKGQnQRERERERERERERkTAUoouIiIiIiIiIiIiIhKEQXUREREREREREREQkDIXoIiJSZNFu6DIO3l4WuPyGaWa5/HON/tVc451Zld2ToyvUce7MMstG/1q+fe3NgVPHwwd/Hlmfuowz77Hi3l5mli/afWT7luPXd+vNNf5u/bFt97qpMPz7Y9umiIiIiMjfnEJ0ERE5NiorMDoa/i2Bs5TujaUQ7YChLSu7J6Ed7s2B49E/6fOjst3QHlbug2mbKrsnIiIiIiJ/GwrRRURE5N/jto7wxWCoGXtk+9maAVM2woUtIDaiYvomcix0rQ0tq8Lby8GyKrs3IiIiIiJ/CwrRRURE5N+jeiw0SgLnEf4TaNI68FrQv0nF9EvkWDqnibkR9LvKBYmIiIiIlIWzsjsgIiJHkcsDX66DudthUzocyIP4SOhQE65tCy2rHdn+3V6YuAambDCBjNNuZjhe1hp61i9ab/SvMHmD+fMjv5kfv0VXmt83TIMlqfDbZfDucvh+I6TlQ+Mk+E8nOLkOZBXA60thxlbIyIcWVeGurtCmenDfDuTCmBUwZzukZpvZwp1S4Mb20KxK4LqDvjS/Pz3XlOj4aQuk50PDRLiuPfRpGLjurmzz53O/KlreKQXe6Xvoc/bXQXh1CSxLBZsN2teE/3aCj1eZc/Tt+VAn3qybVQBfrIPfdpjzm5YPyVFmJukN7aFeQuC+314G7/4Bb50Nu7LMtdmcDidWL+rbhjR4dbE518XbL83MrfDpGlhzAPLdUC8RBjWFYa3AUSyM/m69ubajekCNWHhnOaw9YEqenFoP7ugCydGHPkdgjnfMn7A41dQej3FCShx0qQV3djF999uVZY573g44mA9Vo6FbHbihHdSKD9yvfywWP8/l5bVg8kZoXgUaJAa/PmMrTN8Mq/abvjvtcEIVuLQVnNkweP3ymr0NPlllrofba/owoKkpK+O/OeC/FmCO1//+AzM+utQKHC87s8w+t2dCtRhzbYe2MjOVP1kFX/0Fu7PMNbi2HQxsGtwvlwc+XQs/bIQtGWaqRvOqcMWJ0Kt+4Lr+6/DNEPMe/Xyt6UO1GDi3GVzXDuy2wHUh/OdHadLyzOfGzG2Q44KmyXB1W/P+8o/XQc2K1v/mL5i1zbxX9+dCtBNaV4Or2przVtyi3XDTj3B9OzPm3lluSqVkuYr6lp7va38rZBdrvzR/HTS19pekmu2rx0DPeuZ9X/w9tDPLfA4NbGo+019ebN4zLi+0qw4juphrUFKfhvC/RfDdBvN5IiIiIiIipVKILiLyT5ZeAC8uMqF5j7qQGAk7skwI99sOE6yeGCKALgvLgv+bZcKmBolwUQvIdZvw8M4ZJjC9rLVZ9/T6kFlg1u1V34SP4dw/G9YfNCF8vgemboQ7foH3z4En5plwqE9DOJgH07fAf38ygWh8ZNE+tmfCjdMgNQe61TbtH8iDX7bC/J3w5lnQpkZgu24v3PYTZBRA7waQ54EfN8P9syC+jwnIwAShkzfAuoPmz/G+Uh5lCWTXHYDrp5nzdEYDaJBggtbrpoYOujal+x4wWcusH+00ofi0TfDrdvh4INQO0e5HK02416u+OX67L1hdfxCunRrY/sp9Zlm4a/LaEhi7wpQ/OaOBOd5le0xYt2IfPNMreJvZ282Nm9PqQbsWJgicstFcl/fPOfR52ptjHnyY64ZT68JZDc2ft2WasPX2zuD0BaxbMsz5O5hn2muabG4UfLvehLPv9TM3QyrS+oOmvd4NQr/+2hKIsJv3XfUYs+7s7eb9cvdJJpw+XB+vgpcWQVIk9Gtsbi7M3maWLUuF5043NxiaVzXjc8Jqc22Lh9glx+qE1bDYN15OqmXeJ8//bsbb2gPwyxZzEySilnlPjP7V7KNTStE+Cjzwn59MgNu8CgxuZt5Tc7fDXTPgnq5wSYja8S/7buicVg+61zFB9zvLzfv81o5mnfJ8fpSU4zI36DamQ7saps+pOfDA7KL3dEnPLjQ3PbrWhirRsCfHtH3LdHi2F5we4rr/sdfctOuSAkOaw27fjbY8t/ksWp9WrP1s8znXLUx4PWub+dyx2czxpsTBpjT4bK35/BrbHxKjArfZmQVX/WDG/7nNzHtt1jYT8H8+2NycKC4lDlJi4fddZT+XIiIiIiL/YgrRRUT+yRIjYfIFwfWfN6TB1d+b2ZFvnHV4+56y0YQ0nVLg9T4Q4TDLr24Dl0+BVxabAKheggmd/CHY6fUDZ32WlJ4PEwdBjC+c7l7HBE63TIeTa8PjpxXNtm2+wszq/no9XN66aB8j58K+XHj1TOhet2j5tRlw5RR4fB5MPDew3b250Lo6vH120bH0a2za/WRVUeA2rLUJ0P0henlmMz+70MxEffxU6FesDMhby+C9P4LXb5wEUy+CpBKB2aLdpl/v/wEP9QjebkkqfNg/eMa9v/3HTjXlHPxeX2ICwJLm7zQBevc6Jjz0XxPLgqcXmG85/LwleHb17G3wdl8TIgN4vKa/i1Phz73QtsQNjJJ+3mLGy10nmXNcXHp+YCmWp+abkPqBbnB+86Lln6+BZxbC0/PhzbNLb6+8lu8xv1uF+SbHy2cGf0sgxwXX/GCu9XknmIC6vLZnmm8RVI2GcQOgVpxZfktHc35nbjPf4BjQ1HxLIyHSF6JXhRs7hN/vslRzQ8bf58tPhCGTTDBfNca8V6r4Zj8PbGrC2o9WBobo7/5hru917cy3PfzfFMh2wc0/mn31bmC+oVDc2gPm/V7dt/y6djDka/hsjfkmQYSjfJ8fJX24wgToQ06AB7sXLR/U1JyzUD47F+qWuH77cuAK3+daqBB9wS4Y2cME2CXbX58W3H7/JvCfn4P3k5ZnPr+So+H9foE3yaZtggfnmDF078mB2y1Jhds6wVVtipa9uRTe/9N8K+GqEDPfW1c335rYkRl8vCIiIiIiEkA10UVE/skiHaEfoNg0GTrXgqWpZrbo4ZjiK6/w385FoTOY8hnDWoPHgqmbyr/fWzoWhbVgAlqn3YRoIzoHBqh9G5vffx0oWrZmv5kVOqBpYIAOZkbyeSeYUGv9weC27+wSeCxda0PtOFi1r/zHUdKuLDODu3mVwAAdYPiJ5oZHSfGRwQE6mJnpTZJgYZh6xkNOCA7Qd2eZoO2EKoEBOpjSEgkh2v9sjfn9YLfAa2KzmRI7NkywV1K/xkUBOpiSL/7yHyvLcS6jHMHLip+P3VnmhkKTJHPMxV3QwtQ+/3130azgirInx/yuGqY0TckAHUw5oYHNTJmP8pyD4qZuMu+ry1oXBehg3uf/8ZXkKV62payGtgrsc604c/2yXHBN26IAHcw3OOrGm3Ijfl4Lvlxr9lE8QAeIizDBuMtrZriXdG27ogAdTHjcq74J37dklP9YSvphk/lWwE0dApd3rR1+JnioQLl6LPRuCFszzXu5pJZVgwN0MDc1IuzBNzG614WutYLXn7LRHPutHYO/ZdK3sWnnx80h+hwPV54YuGyw7z2xcn/w+lA0fv3jWUREREREwtJMdBGRf7q1B2DcChPg7s8LDs3T8gJDrPLsN9oZuh65v27w2gPBrx1KyVINdpsJe/LcwfWtq/tKFOzNLVq2whdQHsg1pVBK2pzu+50RGDQnRIYOz2rGwp8VEKKv84WO7WsGvxYTYWYLLwoRii/abWYTr9hnrpXHKnotIsy98FAlevztdwjRfmyEOe+LUwOXr9hnyoV8sz50O1FOcx5LCjVD238zJ8sVel/F9axvviXxzAJTbqJ7XTPruWQ4vdZ3TJ1SAoNbMOOmY01zvdcdCAydj1Ravvkd6sYDmLE3dgX8ttMErvmewNeLj9fy8L+fOocIX9vVMDcd1h3Oey5EKSH/e6tFmNdWFHtPbEk3ZZCq++rgl+Q/X/73XnGljZXMgtL7fShZBabMSZOk4HImYN6L80OUM9meCWP/NDdg9uZAQYnPzL25wQF36xDvuawCUz6rSVLR+SyuQ0rwjbAVe32/95l+lFTgMeczLS+wNnrzqkU15P0K33NhzqO/JIz/+oiIiIiISFgK0UVE/smW7zGlFMA8mLNBIsT6PvpnbTPBasmAqKyyXaaubij+wCi7DIFpSfEhgkmHzcxoLck/K734jYF0XyA0d4f5CSfPXaLdEPsHM4vaa4V+rTz856JKmNnLoWY1/7TZlLKJjTDlZOrEFZUBmbyh6AGnJYUKDLMO1X6IbdLzTWj/bohSM34lzyOEvlb+B5B6yjDe6sTDmHNMIPvrDlP7HszM8pvaQ59G5u/+cxqq73Bk47A0/mtQMhwHc86u/N7Mfm9fA7o2M2G73Wbeb7O2mQdwHo5sXxhaLcQ1tPluNh3OrOLSrle414rfzEn39WtjmvkJp8xjxRcGe47wfXfI91yIcbMtw9Tjz3aZmxU965s+2jA3mZakmiC7pFDX5HDe8/5z+fna0Nv45bohudjfS/t8DHce833XIzrENz5ERERERCSAQnQRkX+yD/40Ifl7fc2sx+JW7ANClDQpq7gI87DOUPbnFq1zrPnbDPcgw8ri79fBMOcs1Ll8Z7kp1fHRAHMDpLhQJR1KE3+o9kPMjo6PAGzw8yXla6siNKsCz55ubpCs3m8ehDtxjbmpUD3WzKj3n9NQfQfzzQuo+HGY7JvBmxFiBu83f5kA/aYOpoxJcWP/NCH64Yrz3WDanxc8E9qyzBgKdzPoaPK32buBuWbHi0O+50KMm/Grzaz6R081dcuLe3K+CdErrP0Qy/3bTBwUXJKpomX4AvtwIb+IiIiIiBRSTXQRkX+y7ZmQFBkcoOe5Yc1hlH0orkVVs58VIUqdLN5dtI6fvYJmlx5KG99DK//ce/Ta8B9LeWao+8vU+B9KWVyeO7Cuu9/2TPNw0ZIB+r4cUyaiPPztLwvRfo6rqNxLcSfWMDOrt1ZAberD5bSbB5He2AHuPgksYO5281oL3zEt2WNC5OIsy9T8h9DlSo6EP9wMVbN7u++6nF4/+LWlIc59efjfT4t3B7+2Yp+ZGd+8Et5zjZJM+Lt6/+E/Y+FQDudY4iPNtxq2ZYYOzP8I8RnhL6HSq8T1s6zQ791DtV/X1/6+EO0vCxHI+8tjHc3PL78t6eb91Sjp6LclIiIiIvI3pxBdROSfrHacmW24Ia1omccLLy0KPzuyrAb4HhT5+pLA4Gx3Nnyy2pRk6Ne4aLn/gZCpFfyQx5LaVDc/0zbBjyEeeum1QoeQ5ZHkmxFcngdW1o435T3WHQzu17iVRWUciqvlC+D2Fwvg8j3w1ILyh5W14k3t8L8Owg8bA18b82fo+tNDfTP5H/3N1GAuaV8ubEorXz/KYvX+0HWc/TN3I33lJ2rFm/r7G9OC67Z/9RdsSoeTalVsPXQwtdbtttA3kGr72ip5s2LqRlOa5kj0a2zeV+NXmVrdfi4PvLrE/Nn/AFcwD6u1cfTfc047XNjclBd6aVHosbn+YPhvDJTF4X5+9GtsHmr6dola7Yt2w7ydwevXCnP9xq4I/Bwtq/5NfO0vC1w+f2foBwOf28zckHhjWej28twVE7C7PKbGfutqReWJREREREQkLP2rWUTkn+ySVubBeddNhT4NzYMHF6eausmdU4IfJFkeA5rAjK2mPMXQ7+C0uqZO7/TNJhAe0SXwQZBtfQ8+nLDaBLb+h+KVLHlREZ44DW76ER6YY9prWc20vTvbBFAH8+C3yw9//11qw0er4Ml50LuhCaFqxxXdWAjnnq5wwzR4eC78shXqJ5hvBPy51wTcS1IDb29f0hKeWwiXTYYzG5obIAt2mdnYzauEnj1emnu7wrVTYdSvMHMbNEiAlftg5X4TDJecKd2jrrk+7/0BQ76G7nXMcabnm3B/2R64uQM0Ti5fPw7l+43w1TrTp3oJJlTcmG5KuiRFwrnFzvN9J5vx/cQ8mLPdPMRxQxrM3m7KVNzXrWL7BuaBjJ1SzPHne8zY8uvfBD5cYa7bot3mfK07aB5SeUYD8545XPUS4D+dTVA99Ds4q6F58Ovs7WZWfK/6gSVIYiPMAy+Xppox1yDB1E4f0CS4HMyRurGDGcsT15hnEXSs6avRngsbDppzMOac8PXrD+VwPz+GtzHvtS/XmXHRsSak5pjnDZxWz4yZ4g+lvaA5fLcB7p0JZzUy4f2fe03gfGrd0p+zEMqVJ5r2J/1l2u+UYm4ETN8Sen9Vos3n1//NgmHfmfdcoyRTh31XtvmMaFcDXu1Tvn6UtHSPKfVVcsa9iIiIiIiEpBBdROSf7LR68EwvM9P4h03mAXIn1YLnTjfBKEcQottsZt8TV5uHXH66BiIcpuTEZa2Dw5mkKLP+O8tNoOR/KOPRCNHrJsAnA+GTVSYs/na9mcFbPQY6pphA+kicUhf+2wm+/gs+XmVm3nZKOXSI3rIavNsPXltiAmGbDdrXhPf6wetLzTr+utcAF7cws3w/XWPaio80wdttnUzIVl7NqsD7/cys5Xk7YL6v/ff7meMIVW7kpg4meJy4xgTBmQXmWtaNh+vbQ78mwdscqb6NzPhYvscE/AUeSIk1AeeVJ5oZ6H6NkkzN+HeWm5nFc33h+aCmcEP7ig+L/S5obuqzz95mwla/lDh4py+8shgW7jLlR1pUhdf6mPD0SEJ0gMtbm5svn6wy72mXx5T7GdHFfHOgeCAMprb3i7+b85JVYG7AdKhZ8ecl0gGvnGm+ETBlgwmOXR4TmjdJgvObQ7Pkw9//4X5+xEXAu33Ne27WNvMthybJ8ERP2JFpQvTideRbVjPX6s2l5lrZbSa0fr+f2b68IXpMhBkPry0xn0VrD5j2n+pprkeo/Z1az3x+fbTSjKEFu8zNkpqxZlyfUwHvuR82QoTdzHwXEREREZFDsllWySKi/y4ZGRkkJSWRnp5OYmLioTcQERGpaB4vnDfJBIM/XlzZvZGycHvhgq/NDZs3zqrs3sjheHiOuRHx+bkV/22K41lGPgz6yjwIdtQpld0bEREREZFKVdZsWDXRRUREjhW3N3Rt8bErTKkGlVb4+3Da4daOZqZweR84KcfWvpzgZYt3w4+boWHivytAB/MtBo8FN3es7J6IiIiIiPxtqJyLiIjIsZLrhnO+gJNrmxIcbq95OOWq/abUzI3tK7uHUh5nNzZ19tPzK7snUpr//myeW9C8iimLsjHdlP6x28xzCv5tEqPgkVNMeRgRERERESkTlXNRORcRETlWXB544XdTW3xfrinfUj2m6AGeCrVEKt74VTB1E2zPhGwXJESaZwFc3Qba1Kjs3omIiIiISCUqazasEF0huoiIiIiIiIiIiMi/jmqii4iIiIiIiIiIiIgcIYXoIiIiIiIiIiIiIiJhKEQXEREREREREREREQlDIbqIiIiIiIiIiIiISBgK0UVEREREREREREREwlCILiIiIiIiIiIiIiIShkJ0EREREREREREREZEwFKKLiIiIiIiIiIiIiIShEF1EREREREREREREJAyF6CIiEtYOBrGDQWVeP4232UoX8lh0FHt1bOSxiK10IY23K7srR81hX6/bBpmfsvr8bRjaBVYepXGRtg/eGAW3DIBLu5q2sjNh5ncwtAtZax5jK13I4ruAzco8vosdr4XFLi5nD7eGX9/XLjO/C7/OIWTxXcg+l2YrXUjlhqIFb4w2/dizs2jZnp1m2Rujy9ehA3th+Kkw6YPybXeYUrmBrXQpfaVQx1ealYvM+p8fpfe02232PWIIXN7dtPX7zLDnPOh6HUp5jzdEu3ksYCtdyP3w/LK3KyIiIiIix1+I/vrrr9OoUSOio6M5+eSTWbhwYanrv/TSS7Ro0YKYmBjq16/PHXfcQV5e3jHqrYiISMUqU3hYRv+GGwEAvPkIzPkeWnWE86+FC66HiMij0lQ2U3CxhiRuOir7P259+gZERsM5Qyu7J0fNEb9fpnwMX74LVWrAwMtJfaU2W0+6u2I7eYSiOZmo7Kak9d6K9dsPld0dEREREZG/DWdld6C4Tz/9lDvvvJO33nqLk08+mZdeeom+ffuydu1aatasGbT++PHjue+++/jggw/o0aMH69at46qrrsJms/Hiiy9WwhGIiIj8fSRwCXH0xUGtyu7K4XO74I8F0KYr/OfxwNe6ngEntCW2SjRRXIGD6kfUlIWXdN4hio5E0faI9nVMXHobDL4Kqgb/G6pcdm2F2VNgyDUQHVshXftHWjLHnJ8HXwdnBLAc2GXO/wtfQGx8wOq1+QIb0ce8mwlxt7Iv7k5yZr5EXPd+YLMd8z6IiIiIiPzdHFcz0V988UWuv/56rr76alq3bs1bb71FbGwsH3wQ+qvDv/32G6eccgrDhg2jUaNGnH322Vx66aWlzl7Pz88nIyMj4EdEROTfyEEyETTCXglBXoVJ2w+W18z+LSk2Huo2wh5by3ec8cHrlEMev+FhJ3EMOKL9HDNVqkPdRuA8wjkTP08y5/i0/hXSrX+sg/sgPskXoBfjdJrrUCXwJk4EjXBWwg2sGHpgz48h66T9sOL3Y96+iIiIiMjf0XEzE72goIDFixdz//33Fy6z2+306dOHefPmhdymR48efPzxxyxcuJCuXbuyceNGvv/+e6644oqw7Tz11FM88sgjFd5/EZHKlsci9nATiVxPDN1I5x3yWYlFFg1YFPB6MjcGbOtmJzs5lzgGUo3RQfv2kkkar5DDbLxkEkEjErmSOPqF7U8WX5PJBFxsw0ESsfQhiZuwExe0bgF/kcEH5LEEL+k4qE4MPUniBhwkh+xnIsNJ43XyWYqXdOrwLU7qhO1PKjeQzxLq8yvpvEM2U/FwECd1SOBC4rkEG4eekZnHIrKZQj7L8bAXMGFYPEOIJ7jO8Fa6EEUnqvMUabxCLnOxyCOCE0jmNqKLlW7ZGubPxa9LFt+Qm/ENBfl/4KnqwE4UkZscJH5RQPS6CGhzEgz7L2m1vieDdwHI4N3CPwPUuSsK5z47aVfGkXHmPmryVkA/AHKYTWbG6xREbgK7F2eqg7jtrUho+7+AsxRwTQ6cS9rBh8irtQecELkjgSqMIKiwyp8L4Ilb4awL4dr7Chd7ySKDj8lxT8Xj3g42B46o2kTRniRuwkntYuvmkjHrInKa7cY9DuwFk4lcMpmkryGq1kC4ZbSpSf7WI2SNHsyBlt9QlVHE+2ug79kBMWlQkA+3d4f4RGjXHS66EWrUJpQsvgVsxNLbtyAdJr4Ov88kdcRB8ltZ1P/9SdIb/0LOy+Cu8RiJ7CSZGwvHX4MQ9ef359xDduwM6oyqiXPDQYiKgbNj4BLAssixzSSDD3CxAZs3iph1SSR/kINjRzokVYV23eDCG/BPtHeTShovk5c7A8vuIsLWkuTI/xDNyUFtW7jI5FOy+QE3WwA7kTQngSuIpRd4vTB7MjRqzv7aH5DNZOrwNTnMJItvcLs2EbeyKtXqfwSfvGyubX4eNGphzmXbkwM+e6L3NSTd8yoFyXvAYxG90kbytFpENDnblOIJNdN92wYY/yrezYvJ6u0m9+QY3HUdeG5MwzEUomL+RxK3E0E9s35BHnzxLmlJX5AxIJuab9bGc1pXMpouxj0ObJ6PiSWT5Jyrsd88GGrUIe35M8O/X+6Nw/n4NFyRqWTxNXksxMNuvOTipBaxa6qQ+NRy7Pm+DYZ2YevEou6Hey9vpQtRng6kfHUSLPgZUndARASeti3IGF6FnKqr8LAXO/FE05nEqgVB76X9jDbXZPqV5GZ8Q2b3dNw1wVEQT3zsQBJtBH2q2XASY/Uku+U0XB9NJKJt1+BzLiIiIiIiAY6bmej79u3D4/GQkpISsDwlJYXdu3eH3GbYsGE8+uijnHrqqURERNC0aVNOP/10HnjggbDt3H///aSnpxf+bNu2rUKPQ0SkshXwB6ncCNiIZwixnHWEe3Sxh1vIYwlx9Ceec/GQyn4eIpOJIbfI5BMO8jyRtCaRS3FQnUwmsIfbsHAHrJvDLHYznFxmE01nEriUCJqRxWekcg1egr8x5GYbu7kKLweJYyBxDAQigtYLZR/3kc1UYulNAhdgkctBnieNl8q0fQYfks9SIjmRBC4mjnPwkMYBnuQg/wu5jZcsUrkOFxuJoz8xnEEBq9nDfyhgfeF6iVyPwxcUJ3J94U8Mpxeuc5Bn8Tgzif4TEhekEP1bLvn1c9hzbwE5gxqYBxmOvIboAw185wWi6ETinHok/pBA4sJm2LudD6edY8JOgB+/KHGMH7OPO3HZNhD3m5341c2wkmJJ676CfVuGYHkKgo7R7dpCauSNePP3EL+iNtF7G5DfJJM9NR/Ds3NJ4MptukJKPfh1amEfLCz2cBsZvIfjYAHxP0P8/h5E0IIcZuNma+HmFvns4SYyeu3GFl2FxB8gZk0i+e0cpI62kXN2ldIv4l8r4L7LIC/XzBo+Zyi07Ai//gAPDYfU7UGbWFjksxgnDbGTaPr96I3w01dQs15hyZS9zgfJrrqAqJWQsONknNQtvS8H9sLSOebP9RpD/2Fwaj+IM7Pmc/iZfdyHk/okZA4gYl0O2S23kXp/Nt4hF5mweua38ICZQOAlk1Suxc024lc3IPY3cDk3s4f/ksPMEsdUwB5u8419izgGE8c5uNnFPu4ik09h23rIOAjNisrXHOA5MhhDJK1I+AEittth1LWwexuccR706Atb/oKn/mvGo08BK9hTZST2nftJWNaA6P11ye1ikTpiD+75H5obK+7Azwe2rYeR18Cy33D1PJG08z3YXDZiZmaSML8GkRshJ3oWqQzHzS4T+j93J3z7IUSayDmzLxxo9g0Rm/KJnw52VxRZTORA7P+g+9mwfSPRW5MD3y9cT+Luc0j8Auzt+kBkNDnMIJtvcVKXOAaQwAXYSSSj5XL2vFgTKyHOfPvhgutJXNkJR04iAInZQ0n8AhJ/PyHgvQzA5jWmjnpcAvQ5H0/PU0i9bCmZVX/CmRFDIpcRTRdymEHqBb+S1yL0MDqYOI70vplE5TQhfm0zyM0mPX4i6ReHXj8q2gTn+fYloVcQEREREZEAx81M9MMxc+ZMnnzySd544w1OPvlk1q9fz+23385jjz3Gww8/HHKbqKgooqKijnFPRUSOnTwWUJWRxHNuhezPwz6cNKA2H2DzBdWJXM1uLuMgrxBDb5wE1lzOZT61GEckJwAmgNzPw+QwlUwmksjlvn2nsZ+ROEgmhfcDZhpnM439PEgab1GVewP2n8/ykDPqy8LFVmrzaWFpjyRuZDfDyWQ8sfQlitalbl+V+4KCUQs3e7mdTCaSwKVBJRpcrCOei6jCPdh896+z6MIBHieLz6iKufmbzI3ksxgPu8IeW20+w7lpF7xzE7ATrrsfT1QvdnMFaUOyiE24D957iuj3foR7LyObyUTRmeQWA6Gmr9/+iafeKsD7sOAX6LQbqtfCxXbSrFexZ0Ct0VE47xkPdRqSTAF7rJvJPXE5OW2yiFsdOFs7P+JPkj+HxJibYci1AKTxJhnx75NVYzFJxVe22eDMITD+VZj/E/QaiIsNFLCCGKsXNUauBG9V6Psc4MSiIODmSwbjKGAlsZxDNc9N2CYMhp49SegylN1czf5mXxPNdaFnCrjd8MoDYFmQXB0iIuCy281ra5aZYPzDF+DewBsi7lpuvKQTTQ+z4NsPYet66D0EbngQuAFIxdOyLrVu244jG7jpbKg/MOR1LLTwZ4jxHdv1D0Lhtym+Ax4hz/YrNXiVGLrDSzfBSjdpT3Uno/E80i70UJX/wY+fwwfPAODiL2LpRzUewzb/EZi9gYR2z7C72t0c4AmieafwvKTzLvksJpHrSOLGwm9ieMlmDzdzkJeI2Xy9+cdik1bAMl8b66nFJ2acj/8e2Aen9IPbHiuqr33OpfDglfDuE9DhEYiAPOZRJe82EtpeVljyJJMvORj/FAfub0DNO/6E+dPh1HOKzs8Hz0JuNtz2GBGnnkZdPDiaJsHC1+GbMQDkvfkoe6qMJJ33qTa7Pfy5ENr3gD6tgffIa5JJrZ0vEvHk/4EbkvKGsPuCn8nhR9x9X8A581uip6yBmwcWvV+4ESb8HywAnrkEgDj6k8hlhZ+Dfum8S3q1t8k5JZm4RTFw0Y0kA/ncgIclJGcPgy8mQs8WcNLpgdc/Pw9ueAh6nwdAGo/gxkvitFiSvzwAr10PkVHkMpe9ESM4cBPUxls0u/zgPqgCBc0iqO38DEez+gB4Dv7FzuxhZPa1SBrnDZqNHun7nMuvl0X8nh1Fnw0iIiIiIhLScTMTvXr16jgcDlJTUwOWp6amUqtW6HqRDz/8MFdccQXXXXcdbdu2ZciQITz55JM89dRTeL3eY9FtEZHjTgQtKyxA90vmloDgyEkKCQwFCsjhx6D14xhQGKAD2LCRzK2Ag2y+K1yezRQssknm1oAA3eyjLxG0DLl/O9VI4prDOpYkrguojW0nniSuBSyymXzI7UPNLLbhJJ4LAA95Icp12Ighmf8UBuiAb9arg3xWlav/Ae3XbgC9h/jK3/TGzVbcvbtBrQawdC5kZxWtGyoks/v6Y3lhpel3DlPB5iFxMjjbnwd1GvqOIZJk238ByOoVvCvHHkiYXQUGXF64LJ7BABScGBO8wennmiD1l68DFtsOZJhgsOeAwlreNiKxU1Tmw1wnJ8ncFlCCJ5KWxDEQi0xyS8y6LrRkDuzdCQOvMAF6cS07QJeesPRXyMkKeMmdbP5d4aCqWTDne9P/iwNvdiTF3IGjccWVx4imqwnQ9+0216heExIbPY2NBN/7xwt9LoA6jcwGlp1kbg08L57GxNEfLwfJi1psVsMiiy9xUi8gQAewE0ci1wEucuMW+w6sauHriVwReKPI7oChtwY+oLLhCaaGesZBM/MfcNKA+LgrA2qGxzMEJw3Iq7UNTwImAC9u9RJocAKceg524nH4b8cMudrM3gaiXe2IoAl5LIQ5U8zrQ28p7E8ClxJRp2dhTXe710ksfQEvBY0tM5t//k/mmwl+GQdh8Wxo2hoaNvf1v2ZQgG6OwUz3zmuZH/RaWBlp5ndsQmGAbuEihx+xk0Si7XrTB9/5iOFUordVx10b8iNWF+1nj/nWRFL6eTii6xcudlQ5gdh9J2DFgis5cCxD0Th2VwP27yl7v0VERERE/qWOm5nokZGRdO7cmZ9//pnzzjsPAK/Xy88//8xtt90WcpucnBzs9sD7AA6HAwDLso5qf0VEjleHmkldfg4iaReinY4AFLA2xGsdgpY5qY2DFFxsxMKFjQgKMOFaPitwEVxCAwrwkoaHtIDa6JE0DxlmlYW/36GWuUIcS0lessngY3KZiZvtWOQGvO6vk16ckwYBITCY4N1BNSwyy9N93Gwnvc5H5L8M7mrbwR4Y2Hrs+3G2aA+7t0LqNmjieyE3GyZ/bMprpG6H/Fy4EPMDcND02389o1YBgwLPVSTtsFlRuBoGh4WRm8HWuDVEFn3by+H7hoK3WhyUOE8kVoGuZ8BvP8KOzUTUbUQEJ5BTbSmpoyCmjp1o1hBB84CbD16ycLMDJ41xkgLsDNhtNJ3JZhIFrCOOZsEn8K8/ze9dWyDbd+6/f7vodf+DSndtNQGqv904E6LbSTAB+54dUK+Jmc1eTBQnmjB+RfiHnAfo1BPW/g/wmFnXTXpDq06Q4t+f7xps9o3NVp2w2+KIpDn5LMbNDiLs9aFVR2AzjoJknFHBNd2j6Eg231Dg3Egs4K6ShZcMHFQnnXeC1veSBoArxjeeYxMKX4vkxMCVq9cKXUe+ZUeY8Y0p89IaomiPzbLBzG9g1mTYtgFbThZRN3pxnw6uhuA4GPz+oWWHwj/msYhMJpAfvQLvO5ngAApvGkbAlmxTU75xS2CWr78tA/sDvrGDef/1OR/ee8pcM3/58tlTwO0y3zTwsbDI5luymYyLDXjJAoombXiSPMF9D2fDSuiIGWufm/HnStqPdXY+UbtqYl/ru947N0Pn0wCI2lGdvPr7cDk3FT0KOMuUu4qs2SeoCUdsU2Ad3ihX0Gt2380IbwKQmlb2fouIiIiI/EsdNyE6wJ133snw4cPp0qULXbt25aWXXiI7O5urr74agCuvvJK6devy1FNPATBo0CBefPFFOnbsWFjO5eGHH2bQoEGFYbqIyL+NnWoVvL/kgBDTz+FrxwRJoV8LXl4VDzvxko2DZLykA5DF56X2wQTVyQH7OVyhtvUvC3Usgf1wkcqNuFhDBC2Io78vjHLgYRfZTMYiuF54qIep+lu2KPs3p1xsI5XheJOziP4TYtJaYGtxCmAjn8Xks8S075817J9Z6/WaMiWb1phZt6f1h4QkaLUM8NVEdhX4zkG26Vk6JuguxoYNu60qnthdwceYCyRWLbG+758ZEWH+m3zm+SZE/+VrbFeMoObBx0lfOJTcHk7SEj4EPsROFRK4mESuwYajqH9hxoDD93RN/3pBsn019uf+YB7cCaYmdUn5gaG/zWVmNVvkmxsSEHR+wPf+SyrH+KxZB+JOAWbDqkXw41yzfHA1uBTs/uP0t+nbt//4Lf+Y9YX5jvw4CFG1rnCM28x+/MGqi4242Bi2e1aUb1KCq+jGSdC5D3e8/uW+c+mgGox9DqZ9BtVSoHNPqFIdR62lwHK8sUBm8PvHf55z+Il93I+NWKLphnPZemybtsA5Q8mOm4WHXeYGR7XA5+sUvv8C+umbdIHXlKL5+GXzDQR/iD7jG/OQ01P6Fm5xkOfI4jMcpBBDT99YMzfzMngXqzz/qvaPw9zswvHnbQGcDY612+DXbQHnDsCRbS6s15ZTtB9fDXl7XIhvbUb5vnFjC55YYmGeRWDLB6Kig14XEREREZFAx1WIfskll7B3715GjhzJ7t276dChA1OnTi182OjWrVsDZp4/9NBD2Gw2HnroIXbs2EGNGjUYNGgQTzzxRGUdgojIccz/+Rk8W7K08NhLGhbeoCDdw37fXuODtvG/Frz8AGArDLVsvt+1mEhkqFnDYZWs8Ft2Hg4E1Sw3/Qp9LMXlMgsXa4hjMNUIfPZGNtPKVA7mSGQyHi8ZVNtxNXFPjoHTm0GLmwA4wJPk+wPxdHM8RPvKqOzcbAL0MwbDjcX7/TaFIbqP/9p4ksCZcTDgNQsLr3UAew6hZRwIvbzkwyL9TuxiypDMmQKX3opj5kyqfmphxT2M+9RW5PE7mXxKOm8DTpK4uqh/hG6raFyGuXER41t+z/+gxrPmzxO/C71uMY4sM/69ZBTto8T5AXOjofD8BzDbW7iLbi74eON8762nx8OmdFj2G2R+ZF7btwqqX1DUpm/f/uO3+cdsujluT1TomweFY9zyvfcKTB9i6E0Nng173Pz5PvBm4Yxn/1EGCHm8xZZHmXHoKdgFP/5oyrM8NqYwvPXwCLC8lHFlznM672Ajklp8RAQNYMqNsGoL9BxGTtw8s25sfMjrUmo/Y+LMw1x3fmX+vm837NhkyqxEx/r6eIAsPieCE0hhDPaiueB42EcGIW7ElMZ/PavWhInfA2DnL+BSPKf3gNNfCdrEE2tuZNitYt9q8ZU8IisDEkqUbCpxI6g4/wObHRlAtUM8iFdERERERI6fmuh+t912G1u2bCE/P58FCxZw8sknF742c+ZMxo4dW/h3p9PJqFGjWL9+Pbm5uWzdupXXX3+d5OTkY99xEZHjnJ1EIHS5kVAlWYp4KOCPoKX5LAUgkhYhXlsWtMzNLjykEkGTwlIsUbTxtf/nobpfYfz9DrUsIsSxFOcvORNDcFHwUMd8ePwzZINvdrj97We2NwvWLgevFwuLfJabZV4L1i039aBTTD1zss2Mf7qEKGZegv965rcG1gSeqwJWYNnyidgSYkO7HTauhoIQdaFzS5nhf+YQE3r+PhNmfAtxidi6nkkEjUngYmryutkFs00zxOOkLm624Sa4lnM+i33H0Tx0e83MmOOv4DFdmohdTsCOiy0mqK1Z15QpSdsXvPKaZUGL7JhyKCXffxZeCvjL/MXphBPawkU3mtnRQL7bVxamkW9srl6C18qmgHXYiDM18i0LVptr5YlMw03wNwUK369uU98n4mA8NuIoYHXAQ1uD1Pfd3NoV6qL77NsNe4PbLBw/ter7+rAcCwvadi0M0C28ZuxattDjCgrPp4vtOGlsAvS8HNiyzhyz/QBudph1G55gwuNNa8L3J5Qzzy+qzLLZt62vVjng279FNF0DAnRzXMvC7DT8e7mwVFBu0U2PCBphI4oCVuH1zRQPaKeuuVES4W5ctDDefK6zYWVwG/tCXBMfF+ZkR2y3FdXTFxERERGRsI67EF1ERI6OCBpiI45cZuPxlVEBM3M3g/dL3TaNN7AoqqvrJpVMJgKRxHJ20PrZTCkKBjEzmNN4HfAQx6DC5XGci4040niDAjYE7cdLHvkVHLCn817AzHsvWaTzPmZe/MBSt/XPYC8ZmuWxmCwmVUj/im52pAa9Vth+7HqzYNdW+GUSGYzF5T9/S+eY5R1PxR5nZqZ6kn0hXslwN0TwGUs/sBxkDLThXvoN7DRhm4WLNMvMjo2fFaLjNeqYmb5TPg5+LVSw7tdrIERE4Z78HG5rhyk1U6yuetGM68jCZeY6uUnjNRPK+pvhL7KYjI14Yjg9dHtdepka3lPGQ0GI0iFud+gQPNdOBM18obPX9NPtgs/eDlxx+fyQ9dD9dcSLP1gXIHP/i3j8AXBxOSZczau1i1zmmT6f2AW2byRjy/1YZBLHAPMNkZ+/MjOnAWxe0ng98Lw4NpHN99ipQnR+Z7OaZSeBC/Gwi4O8FDJIL2A9nlaNwGaH9SuC++jn9cDE102Y77flL/Pw1cQqcIK5ceGO3E1Wb2DdH6bEEJDFJNxsJXplFI5Qjwdo1Qm2/gVzf8BJLdxsM982mDQGsjOxIuBAwpvg77/v4aFMfCOwP1vXm/6E07gl9irmBoMnd6OZLe+/4QKFDz7O54+AEkxuUknjtZC7LHwv20PcaPHX0s/Nhu/GgWVhI4JYzsZLGhmMMQ9kzTdhei6/kddgL85dEOVqVbSfmvXM76mfBj4Y9cCewge6hlLgMTfdotIaqZyLiIiIiEgZHFflXERE5OixEUECF5PBGHZzOTH0wiKbXOYQRafCWc4lOaiORS67GEoMPbHIJYfpeEmnCnfj9D08srgYupHK1cRyNg6qkMfvFLCKSNqSUFiIGhxUoTpPsI//YzfDiKY7ETTCogA3u8hnCVG0oyavVth5iKABu7iEWHoDkMMveEglgcsO+VBWUwe5DpmMw8UGImiKmy3kMpcYTieXn4+4f9GcRC4/s5d7iaEHNiKJoDmx9CSeC8jiO/bVf5vYm8EeXZv8Kk/jctmI3lOPvLrbTTickAzD7yKC2jioQXbNldhui8WxcxzMnknC7h7Yt+6CxrPhgpLnpx7Jtv+QlvQSux/LI3bRJdj2NiK30R7cSRnErIwndkWUf5JtkcYtoWoBfPomrFluZk7v3AR3AXEJEO4BqvFJ0O1MCnK/Z99jEOlaRASP4KA6HvaQw0zMPO5hhZskciW5zCWH73FXWUf0peBpvpwcfgI8VOOh8OVcIiLhjmfg6f+aEigRkfDNC+a1fbvNbOWEJHjxy6BNYzmDdN6mgD+JGnQlLPwFfpkE2zfAranmYaDPjoCOp8LSuYGHySAyGUc671DAOpzUo4BVuOJWELXaRn4ry5w7T03YsRES5kJHiC44ib2RdxDLmThH1Cd/xzLyG/2G82A0yT87YdOdsHi2r274QSI4gXyWkcqVRHcrwNMKcqr8H+ChKg9iL1YwPYkbKWANWUwkj7lE0REHVXGzBxcbcLGOlLgxOFp3MjcWPD2DrzuYwHntMnjwSmjT1XyzYN508Hjg+gfNOQai6c7Bq+eTt+xPImb1w9Usltx627Fn2ai6sBPwW/C+r7kXRl4Lr48ioaAZB3tnsztzIDHVLbirOnn19oFjCxE0x8U66DkQfp0Ky3+Dn1bDWcB3H8EXS6BdN1gyJ/S4ACLaXYrjwBNkn+zB1igGB+8BkMBQHFQnht7k8gu7uYJouuJhv++8nRTy87PwvZz0NDEXg63uX0Qwm1h6FlspBj55xQT8J7QluUoM+WfFkJH0Pvn57xNlXYKbNHL4CZvLQdW3PNhuLTYHpoovjN+xCe4dCiedbp5vMG86XJUCbA15rHl5M7BbEF29X9jzISIiIiIiRTQTXUTkXySJm0niBsz86y/JZzlJXEcVbi9lqwhq8jrRdCKb78niWxykUI3HSWBoyC0SuIwq3E0BK8hgAh72kMCl1OS1wlIufjGcSi0+IY6BuNhAJp+Sw1Q87CKOQSRxU8WdAKA6TxNLX3L4hUy+wEY0VbibZEYccls7saTwJjH0poBVZPEZHvZSjcdI4KIK6V8855HAlb7ZqB+Szlvk8gsAkbSkJq8RmduAnJMgq+N+7HXakPJBcyIX7jY7aNHB1JtOqYcNB9V5jihbG7J7WKRfDOk9t+Jd8BUc3AtdzwjZh0QupzovEEETsnt4yWy1HltmNsnz2lC94SRsjsjgjaKi4dEPoPtZsP5PmDoBMn3feIgpvdY8PQcSuRES59aAqBhy+ZUMPiaPxUTTlRTeJ7ZYCR0bUdTkLRK5Dq8tl4z+kNN4N1F0oiZvE0uf0ttreiI8M8HUpfZ64KcvYea3pnb8SafDNfeF3CyO8wAH2fxgws9R75hyNLu3mZm/ALc/BSefGbStg2rU5C2i6Eoe88liEnYSSNn9GE6HKXfC4tkwdSLs2GJmnQOxkf2pztO42UZmwve4mscQt6Y+KU/HYp/0KWxcBacPgifGAeZ2Qwrv46QeWa23knMKRHgaUYNXiC0xO99GJDV4hao8gINq5PALGUwgn6U4qE4V7iOCZtDnAjNjen/wtyPMiUmAR96HlHrwy9fw6zQTrN//ijmfPpG0oabnVbz1apLZ4yB51bYT80cMKb8NxXnli6H3Xb8ZPPo+dOhO/LhtVPkwEnuek+wzbeS0ziRqNaQcfK7oeQZ2O9z9Igy6sugbENs3wpV3woDLQrfhPx89zqH6K06iNtjIrreedN4inbcK64dXYzQJXI6XTDL5lAJWkMAwqhP6WTyF72V7BhnnQvrJawvfy4UatYDL/gvOCJg7Fce335DydBLxS+ribpZMRtSX5LGAGE4n5ctTiA5XeWvQleb3tM9MTf0Bl0H77iFXdbOT/NgNxM2xY+t5fqnnREREREREDJtlFf+u679PRkYGSUlJpKenk5iYWNndERGRoySVG8hnCQ1YVNldOXIrF8FjN8EF15v62X93330En7xsHnp6xuDK7k2p9vEwefxKHb4LP9v9n8bthjsvgJS68OAbga8N7WJKrox6J+zmeSxiDzeRyPUkcxyP1w2rzGz60/rDrY9Wdm+OmrSC/5Fh/4Tan/UmYlgpD5UVEREREfkXKGs2rJnoIiIiUnkK8s3s2bhE6NG3sntzSMncgkU+mXxa2V05dpxOGHor/LnQPMz2n+q7j8zvsy6s3H4cRV4yyOQz4n9xENHv7srujoiIiIjI34ZqoouIiMixt2YZrF5sHsS5bxdcetvf4gGHTmpTldF42V/ZXTm2epwN+3dDVvqh1/072bfb1FDftgHmTzclUJq3q+xeHTVudpKwuTMJ1c6GqsHPsxARERERkdA0E11ERESOvT8XmAdp7tgE/YfBwMsru0dlFsdZYZ8H8I826Ero3PPQ6/2dpG6HCa/BolnQ+TS4eVRl9+ioiqQlyc1fw9H53MruisghvU0+XchkEe7D2r4LmdxAzjFrr7LcQA5dSjy8exFuupDJ2+SXa19r8NCVTKbiqsguHjXf4aILmXx3mP0dRBaDyDpm7QGkY9GLTF4m77D3ISIilUMz0UVE5F8hhfA1m/92TuwCE//mtd0vuvGfUc/9364M4zCaLsfvswj+Ce8lEZEK8j/yaYSdsxUTHDVJ2BhKJB9RwMVEUlvzGkVE/jb0X0cRERERERH5R/mCWKKxVXY3jrpHiSYP64j38ztuFuPhYaKx/wvOG8CbxFZKu5cSyYcU8D4FPMTxX8pOREQM3fYUERERERGRf5RGOKj1L/jf3VrYaYTjiPfzBS6igDP/RfPs6mGnXiWMkWRs9MDJNFxkVcANEBEROTb+Pf+FFBERERERkUKLcHMTuVxPJN1w8g75rMRDFrCIBABysRhHAT/iZhdeooG2OLiaSDqU+N/JvXj5ChfzcLMDiywsqmPjFJzcQCRVQwSWu/HyCvnMx40LaIWDm4gM2+efcfEpLjbhJRuLRGw0wc4FRHAmEYXrdSGTTjh4p8Rs4/K2B7AENx9RwB94ycGiFjbOIoJriCzzbPc1ePiAAlbi4QAWcdiog41eOLmWqIB11+PhPQpYjIcsLGoUWy+5RHs3kMMSPIXX63BkYDELN6fiJL7E/nfi5VyyGYiT4UTyOgUsxU068C1x1MGOG4uJuJiCi614cQItcXAZkfQsMUaysPiCAn7Dw1a8pGGRjI2uOLiBqJChdjoWr5PPTNxkY9EUO1eXcs0W4WYcBazDSzoWCdhogJ3+ODm/2Hb+eujfEX9E7QH85bu+S/CQ7hv3PXFyQ4hrBnAWTmbj5idcnHeIfYuIyPFBIbqIiIiIiMi/2B94GEMBXXAwhAh2+2bH5mNxEzmsxEtL7FxKJAfw8iNu5pPLE0TTp1hwvQQPH1PASThpgw0nsBYvX/iC9U+ICwhp9+HlGnLYg0V3HLTEwSa83EouXULMrv6CAp4mn+rYOB0nydjYh5eVeJmJOyBED6W87fnbfIZ8EoDTcFIVG6vw8gEFLMLN28QScYggfS0eriEHO9ALJ7Wxk4nFJrxMwhUQoi/DzW3k4sLMCq+DnT/wMAEXc3AzlliSK3j29BLcuIE2pex3GxZXkUMzHAwkgnQsIgALi/8jj1m4aYCNi4ggF5iOizvJ5Q6iuKxYSLwJL2/7xtoZOIkGNuNlGm5+xc3HxAXUCc/D4kZyWI+XdtjpRASpeLmfPLqFuGZzcXMHuSRgznV17BzEYh0evscdEKKHUt72AGbh5n5ysfnaTMHGJrx8hov5uBlLHIklxkhb375+x8N5pfZIRESOFwrRRURERERE/sUW4GEk0ZxbIoQeRwEr8XIOTh4lGpsvCLwED1eTwxPk0R0ncb7lJ+FgGvHElggMJ+NiNHl8SkFAYPwa+ezB4mYiA5Z/RQFPkh/Uz69xEQGMJzZoVntaGcpilLe9jXh4jnxOwM4bxAbMKB5LPq9RwKe4uPwQwez3uCgAniea00uc4+L99mIxmjzygFeJoXux/11/mTw+wsUrFDCygutoL8cDmFn5pa1zPZHcWGLW/GRczMJNJxy8TkzhDYWrieRycniFfHrhLJxh3hg7U4knqcQYWYSbW8gNqhP+IQWsx8sQIniw2PL+uPkPuUH9/AYXFvAWsTQvcTxlGSPlbS8Ni5HkkoyN94kNuAEwDRcPksdb5HNviWtWDzuJFJ17ERE5/v3zi8SJiIiIiIhIWC2xBwXoYAJSJ3AbUYUBulnfzEbOBGbiLlxeFXtQgA4wACdxwMJigaELi+m4qYotKIQ+jwgahJnd7QScIV4LVTKjuMNp7ytceIB7QpTkuJJIqmBjGq5S2y0uVOmX4vtdjoftWPTAERCgA1xPFEmYYNZVwXW09/j2V62Uc1gNG9eEuFkwxXf8/yUqYEZ+LewMIwIPMLXYOYrHFhSgA3TBSRPsLCw2nsDcgIgAbizRdnecdC0l9I86jDFyOO1NwUU2cCtRAQE6QF8iaImdH0sck19V7OzFwlJddBGRvwXNRBcREREREfkXax0iHMzCYgcWjbGTEmLuVWccTMLFOjwMKBbA/4KLr3CxBi+ZWAHzbPfiLfzzFrzkA12wBwWedmy0x8HWEuHj2UTwCvlcQjb9cNIZJx1wBNXxDuVw2vvT1/t5eAJuAPg5MaVIDuUsIpiAi7vJ5SycnIyTTjioWeK8rvXtq3OI6xGLjVY4mI+HLXhpVgEPE/VL94W4pZ3H5thDlq1Zi4dooE2I/nTBCRQUHpffItxMwMUKPKSVGCPFb+X4x2AT7FQPMQY74Ai6Ln1xMgM3V5NNXyLoioOOOMpUAudw2lvh+/sKPGwPMRYKMLPV0/AG9SER8ACZvj+LiMjxTSG6iIiIiIjIv1ioGcjZvmC1aphgtbpveXaxZR9TwEvkUwUb3Xwhsb/4xwQKAuZsZx1i/6EeQnoFESRh40sK+BgXH+HCAZyKkzuJom4pQenhtJfh2+YDCsLutyza4OBtYhhDAdNw850vrG+Nnf8S5Qubi/pYLcxx+M95VgXPXPbfVCjtKMOdt2wg5ZBjpKi/P+HifvKIBbrhpA62whn6k3Gxq9i6/u2qhL1mwcv7EMHzwHjfzZzPcWEDuuBgBFG0KOXmw+G0578B8fkhvpGQCySXWOYvIFSxxXlERORoUYguIiIiIiIiAfx1zg+ECWz3+5bH+f7uxuI930M/S9Yst7AYVyKijT/E/g+EmNVrw8ZgIhhMBGlYLMPNNNxMx802vEwgFkeYAPRw2jPnwGIW8YXn43B1xElHnORhsQIPc3DzBS5uJ5dPiaMe9sI+7g8zu31/GWaMHw5/aJxRSjgfrsU4yjJGirZ+hwIigY+Io0GJmwWm7EnRvvzbHQx7zUIvP50ITieCbCyW42EGbr7BxX/J5QviSAhzNIfTnn+bicSW+9sBGVjEAZEVfD1FROToUE10ERERERERCRCPjbrY2IaXPSFC3cW+Mhb+hzemYZEFtMURNKt7la+USnENfLPUV+Mlv0Q46fWFn6VJxsbpRPAUMZyEg4142VZKCHw47flLlPxZgQ9/jMZGF5zcQTRXE0k+sMA3M72F77wtDtFeLhar8BIFNKzg/41v5ttfWUrTlNQCB3kUlTUpbnGJ4wLYjpfG2IMC9H142VGi/eJjcF+Ivi07xHWJw0YPnDxINAOJYL/vBkY4h9NeG99xlHeM5GKxB4umimRERP429IktIiIiIiIiQQYSgRt4jfyAhx/+hYfJuIgHTvd9ubkqNqIwNbLziq2bgcVz5AXtOxIbfXByAIuPS8xS/xoXW0ME4otwBz2E0Y1VWFIjKmiLI2vvQiJwAM+Rz+4QoWomFmvKEJ7+gScouIeimdr+cirtcVAPG7/hKQzW/d6ngHQs+hIRsjb5kejku1mw8jBuFvjr4b9OPu5ix7gbL5/4yu30K1bpvJYvpC4+2z4fi6fID/n4zf5E4ALeLnHN5uMOWad+CW48Ic71QV97wY9GPbL2ziWCOOANCtgQ4vU8rJAB+2o8eIDOKg4gIvK3oU9sERERERERCXIlkczFzfe42UwOJ+HkAF6m48YDPER0YTkLOzYuIoKPcXEp2ZyGk2zgN9zUxkaNEMHvf4jidzy8SQHL8dACB5vw8ituuvkeolnc3eQSh422OKiNDTewAA8b8XImTmofYo5YedtrhoP7iOJp8rmAbHrgpB42coAdeFmCh4FE8MAhynh8SAGLcNMJB3WwE4l5iOhCPNTFVngjwo6N0URzG7ncTi59fMf0Bx4W46EeNv5zyBi4/E7ATl1sQcF9WQzAyQyczMLNUHI4DQe5wHRcpAMjiKJesetyCZE8Rz6XkcOZOPFgZuJbmIeXritxs+JKIvkFN5NwsQEPnXCS6huDp+Jgbolr9jz57MWig2+M2DAzyFfipS12OhziWpW3vSrYeYIY/o9chpFDdxw0wk4BsMs3Rtrh4FViA7Zb4NtPL0UyIiJ/G/rEFhERERERkSBR2HiLWD6kgB9xMZ4CojEzl68hkg4l/nfyNqJIxMZkXHyBi6rY6IuTG4jikoBHkBrVsfMBsbxMPvNxswQPrXDwOjH8jico1L6NKH7Dw0o8zMEiGhv1sHEfUZxXbLZzOOVtD2AIkTTHwScUsNTXbjw2amFjGJEMLMP/Ul9IBPHACrwswYUF1MLO1URyGREBNc474GQssbxLAfPxkIWbGti4lAiuJZLko/Blchs2zieCVylgBZ7CMjZl3fYZopmIi8m4+BQXEZgyL5cRGRQSX0wETuBTXHyNi3hsnIqT24jk/0J8YyEGG+8Qy2vkMxM3aymgCXaeIposCAq1ryKSGbhZjYd5WDiBOtj5D5FcRGTYmvmH2x6YB9t+QhwfUcBC3CzAQwxQEzuDiOCcEGNzKi6aYy/XuRYRkcplsyyrYh/t/TeTkZFBUlIS6enpJCYmVnZ3RERERERERI6pdCwGk0UfIniI6Mruzj/aAtzcSi6jfbXaRUSkcpU1G1ZNdBEREREREZF/sSRsXEUkk3Gx6zAeMCpl9y4FNMdOfxUGEBH5W9GntoiIiIiIiMi/3KVE4sI8FPRQ9eXl8KRjcRIOeuLEXsEPiBURkaNLIbqIiIiIiIjIv1wUNq4nqrK78Y+WhI0bdY5FRP6WdHtZRERERERERERERCQMhegiIiIiIiIiIiIiImEoRBcRERERERERERERCUMhuoiIiIiIiIiIiIhIGArRRURERERERERERETCUIguIiJH3Q2PQJehx669RStNe29/fuzarAiDbjM/la3LUHPNinv7c7N80cry7Wv899DtMti5p+L6VxGO9bn+bqY5f9/NPPS6O/eYdUe/cXT7VBahxkJFCXeco98wy8s7Zl74EM68HrJzK66PR9N3M8s+JirKgj9Nm+ffcezaFBERERH5J1CILiIi/xrHS0j9b5GRBe9/BeeeAXVqVnZvjk9HM6T+N9m6Cz7/Ea4YCHExld2b4/ez5uS20LSeOV8/zK3s3oiIiIiI/H04K7sDIiLyz/forZCXX9m9kLL64gWIjjry/Yz/HtKz4MqBR76vivbmQ5XdA6lZ1Yy1+Ngj39d7X4HTCRedfeT7+qe79VK48zl46WPodwrYbJXdIxERERGR459CdBEROepqVa/sHkh5NKp75Ptwe+DrGdC+BdSrdeT7q2jHY5/+bZzOihlraZnw03w48+TjYxb68a5He3OTbH8a/L4Curat7B6JiIiIiBz/FKKLiPzDudzw5U8wdwls2g4HMszMzw4t4NrzoWXj4G3y8uHtL+DHX+FgJtRLgUvPgfq14KbH4PoL4MaLitbvMhQ6tYLH/wOvTYAFf5h23nwIupxoylUsWQ2LJga3NXMRfD4N1myC3HyolgQdWsLwwdCsvlmntO1HvwGTZ8O3r4QvGbJzD5z738D++vmP5buZ8MhbMOomGHR64PaLVh7ecS9aCVPmwPK1sPeA2aZRXRjSG87vE7qv5fHzAvh0KmzaYepAJ8ZDk7pwwVkmUCxu9mL4ZIo5z243NKgNA3rB0H7gdASu6z+ud0Ydft/mLYN9B2H4oODXsnLgi+nw2zLYuhvSMiA5Ebq2gRsuCB1wp2XA6xPNeMnJMyUprj7P7KvkdfNf74E9zTh6fSIsXW1mxfvHyaDbwLLMufr6F9h70MyMPvd0cDjg1fHmvDgcZnmXE+GkE2HeH+Z6bttl2mrZJPh6+scrFI2PSb+Yvz/yFtSuYf5802Pm95LVgWPyv8PM77VbzPK3HjbtAxxIhzFfw9Rf4WAGxERDt3ZmXMZGBR735fdDgcsc56Bepu8HMyAmCiIjzJhxOuCEBnBp/+Ax42dZ5hx99TNs3w35BZCUAC0awWUDivrm9+wYmDK7qDZ5VAT07AyP/xccxQoJ+q9TlxPNcv9ngH+dzbsC39NpGfD+JJi1yFyv+Fjo3NqMlwIXnNmtaN2sHPh4snmP7Nprbup4vYANmtSDGy+Eb2fCnCVw4Vlw37VF234zw7SxfK0ZM1GR0LElXDXYtPnBJFi5wVwL/3nsciLcfLEZN8vWFu2r+HWNiQKvVTR2t/jG0LNj4cn3zM3Gs7rDNefBtt3wwddmbKRlgMcLrZuafo/7DlZvNG13b2/KsgzsaW5YvToeMrLNfmtVh+fuhFZNAq+P0wm9OsO03+DTaQrRRURERETKQiG6iMg/XHoWvPihCaZ7dITEONixx4Sqvy2Dd0bDiU2L1vd4YcSzJgBu1gD6nmJCmZc+hk6tS2/n6ochKR7O7gH5rkOXafjfRybYTYqHXl2gahKk7oeFK0zw4w/Rj1RCnAnAJ/xg/n7pOUWvdS7lmMqitOP+8FsThrU9AWqeBJk5Jlx+8j0ToN1xxeG3+8WP8PQHUL0KnH4SJMfDvnRYuR5m/h4YiH48BV76yPSx3ykmzJu92CxbtsYEbRVd0mHhCvO77QnBr23a4XtQ6YlwxklmVuzmnTDtV/h1KXz8VFHQDCY0v+FR2Lgd2jU3wXTqfnjgFejWPnwftqXCVQ+ZcTywF6RnQkSxf/mkZ5mAvW5NUwakoADe/dLceAKzvFcXE8L+NB9WbTCBadsTzCxeyzIBZ2nX0z8+/Dq3NuMjMQ6aN4J1m01o3LopeDzmGOcsCX0823fDjY9C6gETxB7MMAH4vOUwf7kpm1T8uL1eiI4053fZGujd1dzUyc41IfNZ3SE22oyF//sf3H2VualS0s698Pg75mZa31PMbO89B0zIvHBFYIh+xf2wehPYbdC4LkREwMZtMH2+Wf71y8H7X7Qy8DNg+jzzGbV8rZk1DeZYr34Ytqeac3h2D7POLwvA8u2nbTPz27LgtidhxXpoc4IJwfOyTBu5+VAl0Yydji3N+v4bHn7PfgAnNAS73bwvTu0I8/+Amx8318ofQteuYY5t9hL4Y525Nh1amjG6aoM57xedZUL5Axlm/Z6dzdj9v5d8oT7mGrZvDqs2moDeH/zbbOacWJY5J6s2wIhnoHsHOP9MWLSqqK75yg3mZmJygrkxumUn7N4H142Cb1+FasmBx9i1rQnRF68KPdZERERERCSQQnQRkX+4xDiY/LqZTVvchm0mlHp9IrzxYNHy72aaUKtHB/jfvUWzQof1NwFZOBu2mZnAD90QONs0nDm+mdHNGpiZtskJRa+5PSbwrCgJcWam7uRZ5u/FZ5MfqdKO+75rTRBbnNsDtz8NE38wYf7hlrr5eoYJhMc/bYLH4tKKnbvtu83s1KpJMO6JovZuGQq3PG4C9+/nwICeh9ePcJavM0Fq80bBrzWuC1PfMqFmcYtWmj69P8mcT78PvzHh8pAz4cHri5YP6gW3PFFKH9YGf3vAL7/ABKrNG8EHj5jA89OpJkCPcJrfbU+A/15m1s8rgM07ir654X9o5KSXS7+e/vHRoTk89o6ZMdyysTnWdZvNOm1OgPd9DxfdcwCG/V/o4xn5BuxLg1fvN7P8H3nLzIJv1xyufBBemxh43JNnwa59JjB9eoQ5rmH9zQzwW54wQfpTt5ubFNeMhLc+g/POCK6Hvy8NalSBic8Gv5aeVfTnjyeboDwmCr76H9TwfeakZ8Lg200A/t6XcN0FZvnvvhstCXHw5f+KPgP2HTQBec9ORft+ZbzZ/urBpqa339ylJlh22E047j/nK9abm0tN68GKv4rGToHLvAdX/FU0djZuN+fEP+v9sxfMt3Euucfs45k7TJ+GjDBj5uk74PQuZt1FK02IXuCCkTeZbzJA0fhwOk2APqQ3PHhDUXvTfis6hiG9i75F8eZn5mG88bEw4RkTvC9aaUJ0MDcM6qXAiCvMN0qG3mtuQG3aARf3hXuvNutl50Lfm8xxfPMLXHN+4HVr7ZudnpVjznXJzykREREREQlUhphDRET+ziIjggN0gKb1ofOJpsyF21203D+z8ZZLAkPhJvWgfylBa4QTbh9WtgAd4PPp5vfdwwMDdDAlJkrOnDxelXbcoYIpp8OUEPF4TTh2JJyO4FIsEHg+p/5qZjhfNiAw4I2MgP/4yob4by5UpD0HTDgaGRH8WnxscIAOZkZzk/qw8M/A5T/MNef5phJheNe2ppRJONWS4ZohoV/L9T3o9vrzi4LhL6ab63hx3+D1oyNDlz461PX0jw97ifExZU7Rn4uPnZpVYeg5BFmzycx2HtDTlPAormEdOK+3mX0Mwcd955VFM/DrpZjzVru6mdkMZjb6wF4mUF25Ibht/3GUPAYIvI7+b3r897KiAB1M6ZcRl5s/fzOjaLn/HJzYNPgzAIpCcZfblJZKSjAlqIo72VeKxOM1Nw+Ki4oIHjuREeZ4S46d4v2qW9OUrwFzXsF846NBbfPnnJzgvrZsXBSgF/f9HNP+jRcXLfvqJzMLvVWI8ZTg+xZLYlzgtzHAvD9aNoYffQG802ludoI5pruHF60bFwOn+l5bWuK8QOCNtz37g18XEREREZFAmokuIvIvsHYzjPvW1Ordn2ZmYhaXlmlCIoC/tpiZpKECw/YtYNLPoduoU9PUtS6rlRtMoNWpVdm3OR6VdtzZuWZ27szfzSxaf3Drt/fg4bd7dg945RMzW7bfKeaGSIcWwSV01m42v0OVrWnX3ASN67Ycfj/CSc8MffPGb9FKE7quWG/Gn6fYmCxeciUrx5QTaVIv9I2V9i1MqY1QmjcM3Fdx/pItHXwlPXLyzGze+rVMCY1PpgRvU/x67t5nZgUXr3kd6nqGGx9/lXLO/WVGilvxl/l9IN2UwvHPYp/5uzk/m3cWrVv8uBPiAm/mHEiHsd+Y2dH5BYH9D3cMVRJNG5fcA2d3N2Fu2+bmxkJx+3zb7kg1fSwux1cffX960bK/tprfh7phtnmHKZPU+cQQM+GLfeti7Rbo2Mo8d+CEBkWzvasmmeOqkhh4I8A/dhLi4LtZcMNF5obG5p3wxU/mz/e+aGaZF/f4u/D7KhPg+29itW5KEK/XfBOgST2oXuwY//RdS/+x+K8hmFIuYEq++M+h/7W8fNOXtMyi5wj4w/C6NYNvcvifLXAwI7hvxW9+pFXgt35ERERERP6pFKKLiPzDLV9ravkCnNwOGtQysxbBPDxv3ZbAkCg7F1Kqhd5XtaTQyw/1WihZOVCzSujZrX8n4Y7b5TY1ktdsMg9g7H+amUnrsJt6x5NnB4dz5XHFQBOEfTnd1Dz/aLJ5COapHc3MY39w6n+4Y6h+2mwmhNtzBGF+OFGR4Y/vp/lw/8tmHHZrB3VqFAWK/hIkfv7+Vwlzo6JkKZuyvmb5Cmn7Z0Bn+WYX16gSeruS1zMm2pSrubR/6dcz3PjIyjHbe63g10Jtk+57WOTcpebHb9Zi81Nc8f7HxxTbR5Yp+7J7n5mpnA9cO8S8B9dtMZ8HrhDHUD8FLutvgub3J5mfqAjo0x3uuLzoJoHHV+P74xA3IPz860DRtT1UOf7SxnBUZPB6Tge8+bB5jsPkWebGweX3mzF0cV8zS99hLzpPnVqac/jbUhPAX3G/OQ91a5oa5nEx5r2yeJWpn35CA1O//7uZRW3nl7hBBkVjrOTY9T/4c+ka8zvUNfR4TX3+4lasL/pzbj4kA47/Z+++w6SqzseBf2Z3ti8d6Sp2EbEgomIBu2KJNWLXWGOLSfSbGDXBGGOMyS/22LA37IrYG4iiUgTFLii99+07s/P7484uW2EpiprzeR4eljt37j333DOj+573vifdedXf6bVVT6TU7vNqZRUrfq4/MREEQRAEQRAEQUMhiB4EQfAzd8+zUXDv7sErsm6rTfoG9TJiC/Iaz1ykbhbp2mqRHx2vqmrVgfTq1xPJhuVLikrXTXti6XM0FnBak3OMGBsFXH+xN1eeU/e1V96Lgq5rIxaLjv2LvaNM0glfRIG9196PFjN99J9RoLAgHURduLRheYhUKgow1g60rittWjZdJuLOJ6OnEB78+4oSGdVeHV3339Xtb2pMLlrJmFxZcLZ6IdUly6O2Vmfwz1/c+DHr389fXJQOrB/b8H42Z7wU5jceQGfF56y6/cmqFf1w6WkcdxCPvsi/H+Av566opz1rHodf1PR1P/dWFEA/95dRyZzxn/Pr46LX7nsuusbGxGKcfFj0Z/4ixn0eBZCHj4yebLnlT9F+GRnR5/nVOxpORCxYwkHnRgHoagV5LC9esTBoU2qP4fpaFKw4b0Gtcdy6RVTe5IURUQmbEwYy9JUouzueyelHrLjPO/aIJiaeeTOaQCwtj/rwjj/XLYH097ujPrvwhKiO/aSvoxJAr78flU0665joXLX7jYZjt7qdp/+Ce5+rew8v/X+89SGPXb9iYeWxn3Lu1U3X918Ty2rVsm9qgioIgiAIgiAIghV+4vl/QRAEwarMmBtlLNcPoJeVR0HB+rbYOAoiVZcBqe3jr9Zdu3puHgX3x3++6n1bFER/z19Ud3tV1crLYtRXHWxrTMv0OeYtavjal43006rMmBv93b9Pw9cmfLH6x1uZ1i2iBRCvvZide0YLF06fE722Vffo73GfNXzfpG+iMhlbbrxu20MUACyvjIK29c2YGy0uWj+AvmBxVAqktsL8KFN9+pzGg9trOiars3Sr62jn50ZlN2bNY2QjweT697NFQdSeRLLu/SwtY/rsVZ9/i3SfxzQck9UZytVtnL+IbTePfq4uBdLY53NVqq9hQCNj8qNmjskN2kblg26+LCp98+EnK7Kaq0uWvPJuw/dVj7/aY63654VLVn7O7l2jzPfPJkffW/XlpTOpN+tWd3v12Jm7kP125dZ0sH9kOuu7euy0KmT3HXl3Ap9Pibb17VU3gJ5K1a25npsdlbU5Zv/o38kqPqhVy7964q9rh2jsLqh1jdX38r2JDa+l5j6vw+/axkxNj9GMGN27fL/nCoIgCIIgCIKfgxBED4Ig+Jnr3D4qHzB5+optyaqo1EFj2b0H7xH9/d+hdYN7381k+DpcgPLYA6K//3V/VGaitkSybmCtZ7re8LB65394ODPnNf+crQqjzOPyioav9dgkyhx99b26r0+bzWMvN/8c1aoDcPUD5uM+a7qu/OoY++mKchHVEokVZT9y0gt6HrR7VOblkeF1JyEqE9z8SPTzof3Xvj31Vde6r12Colqn9lFgsfY9Lq/g2iEN6/XDQXtE7a1fZ3vsp4xuJBDZHNWB17ueWhEEPvaA6LMx9JWG+1cHiKvv5zabRW29/fG69/OWxxrWvm/MIXtGf8cymFMrY3/eIh5LL9BZXSZl+Ei22TQKsL7yHnc/xUv1AtVVVSvqpjelcxNj8uVRvPtRw/2rVZe6qa20PKojH49HgVgYdFD0962P1f1cFpVw15PRz7Vr81cvVPzp5IbfAaz4fsqKc8Du0Wf33mfr7vPehBVlXKrv6ax50R/qjp3qSZjsrIZj56j9orr836TrtFcHs6vd91zd79DGVH/mWPFdc0C/9PkfX/HaMQdEQfbGJkIOHxBN6Nz8SOPnKytfMZGyNiamg/QbdwnlXIIgCIIgCIKgOUI5lyAIgp+54w6MFs87c3CUjZmTFQVy5y2OAlr1M5QPG8CL70TlDU78I/12iB79f3U0fbfjnXHrpo75HjtGdb0ffIGjLo4yqdu2jNo1ZhInHRqVYIDD+kcLo975ZFS7uVsHPpvC5BlRsLY52exEmaOfTeGif0SLN8bj0ft794gybA/sF5VlOPlP7LZ9FHR7e0z085sfrt717bVTlAX7wLConZt1i7I/R42PrrV6AcE1dcm/o7IQvbaIgqOJZJQJO2UG++6yonRLt05R+YkbHmTQH9h/1yjYOHI8U2dFmdUD91y7tjSmfx/+8yAffByNu9qOO5Dr7+PEy6K2JtNtT6Wi7OT6C52eejhvfsBTr0eBxR23Zu6iqIzGnjtFYzK2mmMyJzsKHn75HYMujbKzKyqjAGt1bfNJ30TBzDkLooBrm5Yr7mfbVtGky33P0aldFAh/5o3omI1dQ319ekaftWFvR8c/4je0LIzu3zabRmO6TYto8csxn3L6lVH2+jfTuP2J6MmJZcXR5/LdCVHm8qImSt5UG7gn9z8f9X310x3nXxN93vbuG5URacxXUznqt9FEU6f2UfB81PhoEuTkQ6M+g1MO5/UPoozxI34TZaoX5EUTcNUlUmovXLpzOqC+vLjud8CEdMb3yPHREytw0QmM/yyqx/7xV1GQe9b86HzV9+zDSVGZla+mRmVRem4WtaFVYTR2nnlzxbkv+kfdsdNv++hzVF2P/6HhUQZ7qxZR0PrLb6N7vmhpNEmwzWbReceks89b5Eftr31/P5sSZfi3aRmd++Ov2bN3dNzahr7ClJnR4qsz50XXUl7BCX+Ivnuqg9yvvMsjL0YLAt982crv9aq8lf7+qZ40DYIgCIIgCIJg5UIQPQiC4Gduz5247rdRBudLo6IyBDv35PrfRxmt9WVmcOMfoszNV97j0ZeiOr8XnxQF+d4ZV7f28Nr4zUn02pLHX4mCyhWVUcZvn57s0mvFfu1ac/ufo0Dw+x9HbezTk/uuZsjTzQ+in3l0FLB756MoGzdZFdUZrs6avuKcqDTKa6N54lU27szlZ9G+zeoH0fNzo8UNb3woCqSN+ywqF3L1BVEwbm2D6BcMispBfPpNdE9yc6PJhT+ewRF71933pEOixSEfHh6NgcpEVErl4pOj7OHq2s3rUpcO7Lp9dJ2Xnr4i0Eq0uGM8ztCXefYNCguiSZULjucP/2l4rII87hrMLY9Gdbs/n8KmG3LNhVHQ8Z1xa1bXvXUhR/wiCmQPfYUObTnzqCjge++zTJ+b3t6G/XeLAo6PvBjdz9LyqA+rkisCr61bctvl/PGG5p3/irOj8f7YS+lSK+lyK7vvsGJM//uSaDJi1Hi+mR5NxmzUifFfREH0cZ9FQfwde0STC9cOafp8Hdtx51+46eEocE40Fm75UxTYbSqI3qVDNCE04YsoUN+yIMpgPv/4aOKptgeuiZ5yefbN6CkOoichunXg0AHRkxH17bRNNAarvwMy0xMiO2y1Yp82Lbn/b9z9dDQGPvoiKtcyoE9Ui/xPN0YTYL86kh6bRhMv4z6LJmeKS6OJo0QyOnZJWcOxk5ERTTIMeYYDd48mNt4aE23fbkuG/HXF52feomiyI5WKAvRwxD4r6upT97tm6fJo28x5US37TTfkuov5cmr0HTxzbjQ5UpgfTVKcdGh0L9/8MCqXUz3xUFQSTSgevJaTXrPmRRNBGTGO3HftjhUEQRAEQRAE/ytiqVT9h8H/tyxbtkyrVq0sXbpUy5ZhZaUgCIKVuW0o9zwTBdl333F9tyb4sfvwE867Jpo4+L4yXq+8JQpsPvHvqM76uvDsm/ztTv74q6j0RvDjV33P7r6qbvB9ZeqPnYuvi7L6n/5PlMH+c/WfB6MJgX37ct3v1ndrgiAIgiAIgmD9am5sONRED4IgCBpYsLjhtikzoszhFgXs1POHb1Pw09O3V1QmY8jTTS/o2lyNjclxn0U17DfusmYB9AVLGtaVn7coam9mBnv0XqOmBuvBYQOiJz2qa6/X1pyxM2VGFEDfpdfPO4C+rCh68iczk9+ftr5bEwRBEARBEAQ/HaGcSxAEQdDAtUOYPT+qKdyiICo18c74qBzCledEJWGCoDl+f2pUZmPeohWLra6Ji64jN4stu0elOabMZPSEqNzGpaet2THvfy6q/b/D1lEt7jkLon8Xl3L2MWvX3uCHlZnBn89dsdBo7ZJTKxs7e/eJSlcNHxnte9bR66HxP6BZ86PyOQf0i8oXBUEQBEEQBEHQPKGcSyjnEgRB0MBLo3jqNb6dFdXhzc+NFjs86dBoobsg+KE98iIvj4omdIrLooUct9+K038RLSa5Jt6bEJW1+HpalKGbk83mG3Hs/hwUFlz82VjZ2LnpkajWe+cNOOMoDh+wvlsbBEEQBEEQBMEPqbmx4RBED0H0IAiCIAiCIAiCIAiCIAiC/zmhJnoQBEEQBEEQBEEQBEEQBEEQrKUQRA+CIAiCIAiCIAiCIAiCIAiCJoQgehAEQRAEQRAEQRAEQRAEQRA0IQTRgyAIgiAIgiAIgiAIgiAIgqAJIYgeBEEQBEEQBEEQBEEQBEEQBE0IQfQgCIIgCIIgCIIgCIIgCIIgaEIIogdBEARBEARBEARBEARBEARBE0IQPQiCIAiCIAiCIAiCIAiCIAiaEILoQRAEQRAEQRAEQRAEQRAEQdCEEEQPgiAIgiAIgiAIgiAIgiAIgiaEIHoQBEEQBEEQBEEQBEEQBEEQNCEE0YMgCIIgCIIgCIIgCIJgTY2dQ58HuGNC3e1nvxJt/yHdMSE659g5a36MWUXRMQa/u86a1UCfB6L+WRuD342OM6to3bSpKW9Pi84zcd6aHyOMke/H6vTrB7OibaNmrNGpQhA9CIIgCIIgCIIgCIIgCIKgvkQVN41jty5s32F9tyZYG7t0YYcO3DSeZNVqvz3+PTQpCIIgCIIgCIIgCIIgCIIf2nFbc+AmdCpY3y35/l2wI6dtS4f87+8cwyczbTmX7fr9neOH9nMaI9u258lf0Dqnefuf0pPfvcWr33Hwpqt1qpCJHgRBEARBEARBkDbM2/oYZJi3m/2ew1zgMBd8f436mZllnj4GGey2OtsHu00fg8yyeo/L/9v99nWWYqXrspnB92x173dT4+an5Ex/carL13czgp+71rl0b0Xu/0DebPv86Frj32N486mv6JhPn07f3zl+aD+nMZIbj66ldW7z9u/XNQq4P/XVap/qZ9BbQRAEQRAEQRAEwf+iaWZ7wqvO9UsF8tZ3c4Jgpc52jPNc4xXvOVC/9d2cYGUqk1GQbdQMvl3KojIKs6NSEGf0Yut2a37sOyZw18fcfkDDwOywb7jqPf7Sj8M2Z3YRhz/NTp2i/etLVHHgE+RmMuxoMmJNH/+5rxkxna8Xs7A0Cj5u047Teq19gLj2OWcs59HPmb6MVjns151zd6Aga9XHmbqMZ7/mw9nMKaI0EWVL770RZ2xHfr1jDH6XFybz/FF0KYy2jZ3Dua9y1nbs2Y1bPmLSfGIxdu7E73Zese+qfLOYzxZyfI/o/bWFMbJ6ypM88QXDp0T11JMp2uTQsz2/6sWWbeu2+bEv0k8BLIsmSbZuy4nbsNeGdY9b+36fs8Oq2xHPYMCGPPtNNEY3bNnsSwiZ6EEQBEEQBEEQBGvhv67wX1es72b8ZHTQ1pP+7QLHr/Wx7va0uLhjNRI4CH5W1uW4WV/66mVrm7jDE1JS67s5wcosreD/jaWiKspcPaEHO3Xk3Rmc8TKfLvhh2tG5kB07Mn4uc4sbvj5qBkvLOWiTKDi6Mv/8MAr09u3MCduwRzc+WcB5r0ULZ64LD3/Gv8ZEgdfje0SZ4o9+zgWvRYHRVXlrKs9/TddCDtmMo7eiZQ73f8r5zTxGtc8WctYrZGVw1JZRm96eHl1vebJ5xxiTXnizV/uGr4UxsnoGj+KGcdHPh2/OL7diuw34aF50r6qlUvxhBDeMje7TsVtFbf96cVSG5eHP1q4d0GuD6O8xq7ewashED4IgCIIgCIIgWAvd/Iwe8f4BxMV113Wtj7PEcq973752CVno/wPW1bhZ3w62h/940BiT9NVrfTcnaErLbF44umGt7clLOP1Fbv2I2/b/YdoycNMoQPryt5y6bd3XXpyS3mezVR/n8cPp2qLutgUlnDw8WjhzwEZr39b3Z/HAIWzRJvp3KsWVo6K2P/Y5J/Vc+fsHbhZlG2dl1t1+10TumMhr3zW/jvW7M/n7nhywyYptfx4V9dnb06Ka4KsyMV1uqkcjWeVhjDRfUQWvT4368b6DyayV052soiSx4t/Dp0TZ8L07cut+K8bC6dtyUrod/TekW712ro5t0pMiE+dFEyzNFILoQRAEQRAEQfADGetT57raWY62q+3cZqjPTZEty352dbGT5co2ynhDPONr0+TLdYi9nG+QuBW/VBYp8aTXvGeCaeZYYpnWWuprW2c7ukFg9w5PuMtTbnelBRZ7wDBTzVKowP52dYET5Mqu856EpAcN86w3zbdYB239wt72t5sj/Mah9jLYeTX7V9cFf8R1bjPUSGMtsMQVznaYAWCkcR423Be+lZCwkc4O0d8gB9Vc32zzHe4iO9nG7a5s0I8JCQf6tVxZhrlFRvoB20oJQ73iJe+YarYMMVva2MkO01+f1b5fbxvrHs+YbLo8Ofa0kwsM0k7rOvtVX/cwt9TZXqrMA4Z51WizzZcrWy9bOt0RdrBVnX1r359Z5nvYcDPM0U5rJxhokIOlpDxsuKe9YY4FOmrnDEc51F4N2r4u+qJKlee97WlvmGGOchVaaWEr3Z3oEH3UDYY8721Pec0UM8CmujnG/jX3vtos8xzuogbjZ3W94l0VKu2r4WJv67I/p5rlWW/50CfmWKBUuU7a2VtfZzhKvrp1WM92lfE+976HDPGMF4ywwBKdtXe8gY1mzS+xzK0e87axSpTZTDenO0KREle53V+cW9OPtfvvVL9wq8d85HNLFXneTbroICHpMS8bboRpZouL29omTnSIvexUc97hRvqL25zjWGc5ukG7vvCtk1zmILv7mwtrti+y1L2e9Y7x5looX57eejjHsTa3YYPjrEyVlPs971lvmmuh9lo7zACn+4V4rZDFysbNbPPd5SmjTbTYMm21sqvtnO0YndTNIK2+P+950F2e9KJRllhmE91c6AS76KVIiVs95i1jLFNkK9393qm2tXmD9q9uX+xnV//xoGFGhCD6j1l2ZuOLVW7WOiqb8f6sKCv6+6zFXW2/jbn+Q16aUjdAurwiyjLesk3UrlWpHxwlyhTfZ2OGfhGVBenczDInTTlk0xUBdKISKOfvGAW/h01edRC9qQVCf7l1FET/cHbzg+i9O9YNoBNlQL84Jcp8bk4QfV5J9HfbRiZqwxhZPSlkZzTMhs/MoEWt//8cPjn6+6Kd6k6mdCqMsuNv+yiaLDhzuzVrB7RN/3e7+v42UwiiB0EQBEEQBMEP7FPfeMDzdrW9o+xrrM886TXFSu2pt6v811766GULo3zkQcPky60T5PrWTHd4Qh897W1nuXJ8Z5ZXvOtdH3nItTrboMG5H/eK0Sbqr48+ehptose8bInldYJk8Fe3e9E7uurgWAeoUOkRL/rY101eW4WEc12tVJm99JEpQ1utwEOGu8GDWil0kN3lyTHSODd40ARfuN7vxMR0toEdbW28z8y1UEd1M8BGmWCp5Y5weE0AvUKlC11rnM9sqbtf2FtCwigf+b1/udRpjnNQs+/Rmz402kT72sUutvWJbwzztgm+cL+/aWnlv0SWq3Cuq31qsq1t4ngHW2SpV432vomucZH9Ggn+Puol43ymvz521tObPvQv98uV40vfedMH9tBblrhXvWew23Sxgd561LoH66YvbvGoBwzTTUcH2l2BPPMsMtGXPjSpThD9evcZ6uWaiZbqPrzK7b70nUuc1syeb74xPgW9GglsVlsX/fmWMZ73lp1sYyfbSEn5xNfu97zxPneXv9QJ9lb7k5t8arJ+dpApw2ved517xGU60r41+5Uoc7a/mmKG7Wyptx7mWuhPbrKr7Zu8tunmOs0VNreRQ/W31HJZ4lJS/uA/RhhrI50d6wClyr1mtN+53m+d7ESHgH309Q9DvGRUo0H04UaCgfas2TbDHOf4q7kW2dV2BuhjkWXe9KH3TfRfV9jWFk22u75/e8DHvrSfXeXLNdJ4d3jC16b6p9+t8v1TzXKmwRZbZk872Uw3k033vLe9Y7y7DbaxLg3ed5kbfWOaveykXIWXveu3/mmIq1zjLpUS9rOLxZZ5zWgXudbzblZoRdBsTfqio3Y6alczfoMfsS8X8cAkJsxjYVnDUiJLyqIA4/etMJu9uvHaVL5atKJ29OvfRaVEmpNhTFSr/L5PohIW80ui99Y2v3Ttg+g7dGy4rXMhHQuYsiSqI14/y7y2VIrnv4nqnE9eQlElVbVKH81fjaDn1m0bbuuYvl/LK5p3jCXlZMaarucexkjz27d71+jpgBNfiOrk79Qxqodef5Lhy0VRLfZtGymhU12X/ctFq9+G2lrlRH8vKV+tt4UgehAEQRAEQRD8wN4z0b9cYkA6Izgh4WR/8rJ3jTbRnQbrKfqF5xzHOtLFHvNSnczMTXT1stu1qhfMHetT5/mbIZ5xhbMbnPtDkzzoWt3TQaUyFU7wB696z2+caANt0/t94kXv2FJ397hKrugXjjMc6UR/bPLaFlpiSxu73l/rZLbPMMfNHtFWKw+4piY79DyDnOdv3jbGi95xSDoLeKA9jfe5l73rVIfXOceLjQT27vKUcT5zpqOc41gxUaZTsVK/drUbPGQffWuub1XeMd7NLrNbrSDmLR51n+fc7gn/5/SVvv8Bw3xqsoPt4a/Or2nPcQ5yuitd4y672b5BGZIJvvCQa3UTBSJOcqgjXewGD2mrlcdcr41oEaxD7eU0V3rQC3WCvuuqL57zlg208Zh/1tz/aksV1fw83ueGetkmurrX1TVBxrMd4zRXeszL9rWLHWu1cV2Y6EsdtG3wZEBt66I/B9rTiQ6RVe/X57s85Q5PeM37DrZHg3PPs8hQ19f0xyAHO86lHjK8ThD9fs+ZYoYj7etyZ9VsP0x/57lmpdd/lqOd49g6218w0ghj9dbDrS6vaffpjnCSy9zkEf310U1HeXINsLOXjDLJN3UyrZOqvOo97bS2ixUZf392mwWWNPh8nOFIp7jc39zlMf9sst31TfK1R1xXM1l2nkHOd403fegNH9jXLit9/7WGWGyZPznTUfar2f6EV13nHv8wxH8beaJlqeUe80956ScJdrO9y9zoPNfYRS9/c2HN0zFb6u5mj3jWW05KT0CsTV9sY1NvGWOmebrq0Oy+Cn5AE+fx61ejn3fpwkYtyU9/B4yYzleLGwYYv08DN4sCpC9NWREgfXFKFOA9qBkZ1dOXceqLFFdGWdJ7bRgFhmMYNzcqBVLRzDrhK9Mut/HtbXOjxSSLK2m9kiD69R/y+JdRsHuvDWmfF9U0J1oIc3X6vLHAd3UZkapmrkmQmxktgNlYRnkYI6vnuv7c8wmvfBtlkxMd//DNo6cVctN9V1wZTbo0pn3ein3WRlm6fEzuSsZiI8LCokEQBEEQBEHwA+ujZ00AnajW7752kZKyp51qAuhQIM8edrRUkblWZN4Uym8QQK8+9qY29KFPGj338Q6uCaBDrmwH6qdKyue+rdn+klHgLEfVCaC218YgB6/0+i5qpDTMy96VlHSiQ+qUV8iW5UIngBeMqNm+n13lyKppR7Xlio3ykS11t1m6VEKVKk95TTcd6wSNifrvTEerlPCmD1fa7tr66lUnKAa/cqQWCgw3UpWV/2L8ghHiMl3g+Drt2domDrWX5Yq9bUyD9w1ycE3AFzppbwdbKVLiV46sCfjCtrbQVQdfm1qzbV33RZZ4TbZ/bbXHXvV9O9sxdbJ0Wyp0djq7eVite7suVErUlO1YmbXtT6IFLesH0OGXDoQmP2sXOL5Of3TXxfa2NNUsxUprtr9klCxx59YLhvfVy66afly9ndZ+5cgG24en+/oiJ9ZpdyftnWCgpKSXa32uDklPRtX/rL1vooWWOsBuMtNj4Avf+thXDrFXg8/Hxro4wj6+Mc03pjfZ7voGObjO0yZZ4s5zHOp+JzRmjgXG+tSmutWZmICj7ae7Lsb41BwNF/g7z6CaADrsaxdxmZYrdrGT6pTPOlA/qDM21qYvqsftPAsbvBb8SNzzSRQAvW1//rMPv+3DOTtEf9qt5RoM1eUsko38d6SoieDgbl1ok8sr30UB4FlFUfZz384rAosr88jnLKvgL7tH1/T7nTl3h+h6uq/8e3S1LCxrfPuisigY21RGNywq5Ykvo3IwTx3B4N25oHfUxqO3avp936fW6e+IpY1kLIcxsnpy45y3I88dxXNHcuVubNwyWnj237X+f6ggKxovjVlYumKftbEs/SRC6yYmfZoQMtGDIAiCIAiC4Ae2pY0bbGsvqiG61Upem29xnazFsT71qJdM8o0llktakSHUWNCPKIhbX3UAa7nimm1fpYNFO9i6wf7ba/qX2RxZNtdw4akvfQd2sk2D17azpRxZNeckmiTYy05e876vTK3ps9e9r0JlnSz0qWZbplh7bdzpyQbHX2I5+M6sJttd346NXHe+XFva2DifmWmeDZtYULRIiZnm2UTXBqVoYCc9PeNNX5laK6c1siZjY5Jvav69LvviAP084VXHudQBdtNHT71s2WCCZGX3trrky1f1AtNra2n6OlpY+WPya9ufkJLyvLe9YITJpitSosqKLMb5Fjd67lV91grkKVJilvk21a3RjPrtbeV9Hzd5bdWf8z6W6y3TnfJ96Tu5crxrQ6dZ7nZ5+tTsF92PL2vdj5310l4br3rPb53scUk3Kbe7d6Dm6RCirHGiOuB3eKJBm6rH1XdmNrs2emOftV62lCmzZmw1pfr13nrUmTCCDBl21MN3ZvnK1Aa10euPjYx06aky5Q32rf0dXG1N+uI25R5T4XBRlmX15zH4EZqxnFbZDcuTlCX4Yi1LSVTXf55f2vC1pspUxDM4oHtUl3rsHD6ZH9WYbm598Bnpsda/3ucylVqxeOa6MGEuh9YrHTK7iLnFbNp65aVcZhZF19S384qs5NrHXR82bx3VYZ+6rGFgPIyRNde1RfTnwE044HFGzuDy9GtbtY3KyUxa0LCky7g5K/ZZG1OXRn9v3mbl+9WzRkH06667zkknnaRr15/+ythBEARBEARB8EOrX8IDNZmeK3stIVGz7XXvu8yN8uXa1Xa62KAmY/wFI8xuJPNyVcevnV1drFSGmNYaLjK1suzfNlo1CGZVHw/aNfLemJi2WplXLxg50J5e876XvFMT8HrROzJlOMjuNftVlxaZYkbNopaNKdP82pdNXWP19iJN12WtvtamjtE+HSytnY1cbU3GRu3Jk3XZF793qi42MMwIQzxjiGfkyLKf3fzWSVqns7irx0rtrO5qbdPjobFrXRs56UB+uZU/0r22/UlU7/1xr+ionb3spL02NcHruzylook2FDYS4K//Wavul8b6jpV/1pp6rVhpo5M3ND72os9TPw8Z7k0TDLGlgZJeNc6mutWZDFianmgb5SOjfNRk29b2s5YpQ2uFK/2c1b6ONfmsNXV/GhsX1Vnptb+D16QvTpJtqApjRVmW9cskBT8inQuYtiyqy129IGOyihvGsriJLNnm6pkODA6fzMBNV2Qdfzw/KsXRlIGbRgHSF6dEAdK8OHs3cyHfTunyGBPmRbWpq903KbrGdWX4FI7rsWJx0VSKWz+KSqIctoq63J3Tbfx4XpRJXd0vc4u5penP2Peqd8coQ3vS/Ojn2sIYab7FZVEWef2g9fKKKJu/domfQzaLgui3jufm/VaU0ZlTzMOfN788zcpMSv8/8k6N1PBfiTUKol9++eUuv/xye+21l5NPPtkxxxyjRYtGVnANgiAIgiAIguB7cacnZcvyoL/bSOc6r71q9Fofv0CeKilLLG8Q4FtkaZPvaxg+X3E8WGhpgwVPU1IWWaqwXvBqNztoo6VXvOdCJ5hjgQm+tKvtaoJjqHnfPvo2ayHC5mjqGqu3NxaAq1Z9rU0dY2F6e2PBurW1LvsiLtPJDnOyw8y3yDifG+Ztw4200BK3+BNWjJXGyqssskxKap1fawsF4jItq1Wb/fuwyFJPeNUWNnKvq+sEPRdY4i5PrdXxq/tlsWVNnr8ptT9rT8qXm95SIM+iJo7X1NgbaC8PGe5uIy21pe4mKFNe54mP2u9b3YV6V2aRpXVKTBHVY1+iqNFJt8basz4+a2vSFy3FHCHLI+n709TkSfAjcFwP3p/NmS+z38bkZEZ1oeeVRIG3cWuRGd1rA7bfIAoUnv4SvTswuziqo73Xhrw1rfH39Wwflb94+duoRvfATclrZlmLo7dk2GT+72327x4trPjJ/CireY+ujJq55tdT265doms6oDttcqJr/GwhvdpzXMOnTupon88+G/HmNE4eTt9OUXmYUTPYufOKTOkfUt/OUemQD2ZzyrZ1XwtjpPnmlUQLim7ZJgqkd8iPSuSMmB6186RaT7Idsml0fSOmM2gYe3alNMFr37G0gov70G0tY9AfzKZlNjuuXhB9jWqiT5061bXXXmvRokXOOOMMnTp1MmjQIMOHD5dMroOFCIIgCIIgCIIgWKkZ5tpE1wYB9AUWm2ntH3uuzvye6MsGr33sq9U+3la6g3E+a/DaJN8oV9mgvEJcpgP0M88iY33qJe9KSTVYxLG7rgrk+dyUOpmia+MjXzTYVqLMV6YqkLfSxQAL5euqg+nmmKfhY9fVfdBYqZG19X30BWygrYPs7maX2VAnH/pEmaim6Mru7fd5rZvZ0FSz9TFonR+72kzzpKT01atB1vCERsZIbWe7apVtK5Sviw1MN6fRQHBzP2vdZeqU/vV+K92VKTfPZHCuk5ztKqy4H8sU6WOQsT5FdH82s6EpPrKtCu97V0yszhMfRP1B03Xg10Rjn7VPfCUpWTO2mnKdIYgWt03VKrFDNDn3kc/x/Yy/6kVYP0mXdanvMBc4zAV1tt1mqKecK2WWDJkNJg+CH5E9u0ULIXYt5KVvo6Bk95bcP5DODdcjWW3/3jsKFs5YFi2kObc4qqu9V7eVv2/gplHQsfrn5tq6Hbfsx9ZtowDl899EJUOGHESPxp9cWSMnbsMlO0eZvo9+HgVPj+/BLfuvvJRLtcG7RwHV5RVRRvWk+ZywDdfsuer3fh/yszh4k6g8yoJ6T8aEMdJ8XQo5e3sKs6PyOA9/Fk2ObN2Wm/bll7UmWGKxqF8v3ol4LBoHL33LZm2iPjmpYem41TKrKCpPc8hm0cTHalijTPSuXbu69NJLXXrppSZNmuThhx/26KOPevzxx7Vv395xxx3npJNOsssuK19FOwiCIAiCIAiCNdNJe9PNsdCSmlrK5Spca4iEtU9sOcgehhnhLk/Z1fY1dbAXWOJRL63B8XZ3l6c9YriB9rCBqJ5lpYSbPQIO1b/B+wba01Ave9E7PvGNPDn2tnOdfeIyHWN/93veDR5KLwpY91edb0zXVstVLkRZ7UOfGG1inQUD7/GM5Yr90oGNLrZZ26H6u8MTbvGoq5xXU+Lma1O9YIRC+QbUu451YW374g2Vhqo0Rbki32ltC5vKcLQs+8pSqlyJMjFxf1Rmsgrz7Yy3/dUTcvW0Zzq7tkiJm9N12RfYtdH2LlLlYMV6yqippP+NKg8qM07SXFUS6CbDweJOki2e7sveetTUxD5MkaEK3Kbc6xIWpQP84yRrLeEbmZD+fMyRMlKFJ1SapUo7MbF6gdjO6drYr/vCZ4pMxxIpLSxWnh63q2N2uozLSUqUWa6lmGy7qPSCOzzhMmfW7HuPj402EVyjzCOKHSKrVoXyFWrXRD9Ef2N8aowncWHNPnMs8LDhMmXa3IYNJj22sbvJHtPKW0abpLceNbXBq6QMtcTjRohpYYTx9vGm7e3qRNk1NdfLJd3kU1Nt7ltVFkkpFLODTGfItnWtxTpnpPviXi861F41JWgqJdxmKHhHX1co9bdameQTJB2lyHwpZTLExE0xw3PecoR9avZ72hu+NVMLPWRp6y9KjZK0LH3/x0rUtLvaQikVSEgZosILKi2Q0rmRZ2y2tbmtbO5l7/nUtorsrEhKezG7i0tKNZjIOskhHvMSpsm0aSjn8mO378bRn/oG7x79qa1PJ8ae0nDfOw9s/Nitc7lqj8ZfO2zzptt0xnbRn5WpXtyyvj6dGNLIwuBbt2u4f5fCxq+nOY7YIvqzKo0dPz8ryjS+uP43dxP7r869YM2ua1APnvma575p2PdhjKz8PNVaZEdB9LO3X/W+RCVcTuoZ/VmV1e3XZ78mM2PVT0Y01qzVfkc92267rWuvvda1117rnXfeccMNN7jtttvcdtttNttsM6eccoqzzz5bhw5NZ2oEQRAEQRAEq5YwyyyHK3Codgav7+b8qMx0GOhqWM22IsMscpW2/qIw/XpzlHjbApfoaIgcq/6f/fV1X45zoOvd50SX2dcukpI+8ImUlC1t3GAhx4ToMdwKn2DVv5TsopeD7O5l7xrkUgP0USHhde/raXPvGCe2Gg+2dtPJhU5wgwcN8gf721WeHCONN9Us/fVpUDoCetrMxrp42bsSkgbaU57cBvud41hf+NZjXjbKR3bUQ1stzbPIZNN9Zap7Xd3sIPqeevutf9rXLrrYwCe+MdanuunoXMeu8v2nOMwo473oHd+ZaWfbWmSZ14yWlHSF87+XEhOseV88qcI/lKeDgFWGu06pTj61sQXaGSthlPEWWiLTAZbI1FemNrb1lv1M9brf+qM97aybDG/6wFyLFNjXRJspl5JTLxj5SnrKZ6Ask2q2VRovYUeZdpepTBQMv0WFT1W5Pt1ve+tbM6GTwAVKLMM+4ibI8BXuUmF7Cbs28qvvvSp8rsKeMu0m09sSNUHuau210cfOxhqjyF91tY2WlplmooStMS8drl+1J1UYlw7g7ipTV9kWqPKJgxQY5ymvm2y6HW3tfQt87gNx20uYqK8sM6TcoNzoVdQbP8Se3vKhEcbiKv3spbWUE/3RUkUudrLiRmqNZ9gFQ73vGVVSdT6Pt6jwgOEo1t8fjXW3Ze70vtfNt4k+cs2x0ARfWWCZ3u7UT1xLMTNVGSnhPQl3ytczHUivzpyP2dQJ/mB/u9X5TuhmJzPsZKC6pQgWSekvUwcZnkCZQikJf3OXd4y3qa4mm2GkcWihnZOcqUShmIHiXhazGBcq9aB8m2uYifgnZT6V1C9dDf21dDB8Qb1JlkP92lf+bro7tPO6TWxsqSxPWoDF1BtPLRXazfbe8IFKW5qqysZrViAgCIIfSvdW0aTAI59HAfWCZpZHCX58lpVHme3HbLlGJWHWOogOZWVlnn32WQ8//LBXXnlFZmamAw44QHZ2tquvvtp1113ngQcecOSRR66L0wVBEARBEATB9yIlYYmb5NqtWQH09emXDhQXN9TLnvWGQgX2sKMLHO8P/tNg/7hokagiT0s5VqyRwFF9g52nu66GedtQr+igreMdbGfbese4BjXMV+Ukh9hQRw8b7iWjVErYSGcXO9kgBzW6IClRNvp/05mpAzWelZUty00u85w3DfeON32gUkJbrWyqq6PsZ3PNXFxLVFP8F/Zxj2e8baxcOQ7T3/mO19KqH9POke12V7rf81412iNelCtHbz38yhF2sPoZUM21pn3xrEpZeES+lnJt6gRjTPKtr003zlIFNtbF+Y63rV11qzWGLnCmR2zqJq8a5S05YjbVzTl+aabdDFFhpIT96wVEX0yfc/9aQfRfyvZXBTJrjYeUlKuVe16lCRJ2ENdbD7mylakwX8o2Mt0hV5aYO8RrCqE8rKLRIPoUSY/J1z4dxDxTlQORRKWUrPT5/+o893rSuz70nTd00s6ZDtHLQOc7rUHgvSnPqhRDChfI0aUmCznPdwZ70GNGGOszU1TootDZfmmpe0x0lJb6KXCeUh+sokxPTMx1fus3hvnAOz40Wo64rXR3okP018cdnmjwvq+1xNaSPpcjy75WPFn+rFIZ3tHTVv5tB8v8w8OGe9tY33rHNBnaa623Hvrq64h6awZMlnS6Ercqd1v6teo7Uuo4h/rY+942xwLttXaWoz1lf+3E7FLvu2ofcYPT3z2vimkprpM/meg5n/jUKB9po6XDDDDMQb7TzrHiLpUjQ8yXMixGJR5X6U+NfBfOU2WoAoXpMTBIlWMwt14Q/UCd7eMfnvait4011SiZMrTV2iLxRjPNK2ruX6WJkiGIHgQ/BedsT9tcZhc1XBwz+OmYVcQJPdYoCx1iqVQqterdGkqlUl577TUPP/ywZ5991vLly+24445OPvlkJ5xwQk3m+ezZsx1//PGmTZtmypSVrCC7nixbtkyrVq0sXbpUy5ZhUY8gCIIgCH68QiZ60yrNAFlW1Ilck0z0Is9Z5God/FduM0tt/JTuS4mRFviddq5WoJHHdZvpWW/6mzv90a8c44B12MJgfTpJsamqDFeoZZNLxDbteW+7xasWmSkXm+nmGPvbzl6OVmxPmf4j31ifOtfVjnWUJ2yhjRdU+laREmM9hihoPswIz3vLN6arlNBaG3Nt5QRH+F26lvRRfmua2bjEIFOMMNICS3TW3vEGekA/JVLeEGWczbfIRV72tU/kW6BSqfZa292OznaMm2R7QcJj6QzlwW7zgpGedaO3jfGct8ww14H6Gew8gxRb7Csbe95npsiRpa9t/cZJ/uxW431ec02r6t83fGCol31mhjKlChTKlbLQUk/4t010NVHSGUps4RMtve4L30pIKNdRV7t7yuHp3GnuUO4uFThLbz3c6S8157rDE+7ylNtdqU/6yZSDFKms1Ve17WWUErf4jVOcbGCD1xOSHvOy4UaYZra4uK1t4kSH2MtO4LdKvC/pD8b5m9v9xbnmyHeH58TNtIFCw9wCRijzey9qa4wys6WkdNLebrZ3pqNqJrKqa46f51pXekyhccoV2VgXZzrKH/WUh1cUyhcz1SzPessHPvGV+WLKbai9vfV1hqNcrMp4SbfL00fc2a4y3ufe9YCjPW6OD2Ra5FeOcE76iZS3jXWPp002XYF8e9nJhY63nz/KwnturemnZYoc5kIJKeXynOsGZ4aSLsHPwR0TuOtjbj8gKq8RBD8hzY0Nr1Em+m9/+1tDhw41d+5cnTt3du655zrllFP07NnwsdDOnTs788wznXLKGtZSCoIgCIIgCIJVqB08XxtFnpKpo5wGVZR/HvL0k6G1Ik81K4i+wBLttKqTIT7PIkM8LVOGPfT+Ppsb/MAOkOUm5Y5T7CBxO4nbQWZNNm5tM1S5T4UxEuZLqfAo3kRr7GEPcR8b4yq3G+Q7PR1rtKQltbK23/UlnrOBbexiX3MsQFRX+zQ3+NoYMa2l7Ixccy3EWJNtTzqI3k4r08wWc4e3ZOtnB5kyvOZ917lHN0nLaz29MN4XpngFW9vLltqL+9J3nvSa0Sba21WIW14v4/gK9/jCNzJsJ2FbL2jpBcvxOW60XIb97WYDbXxokjP8RUsFze7f+zzrFo9pr422epsl36Zm+cREBfJskn6SZDsZMr3qa09opdBBdpcnx0PGmGmoP5rier9r8qmOlVkqpUMT7+vqK1/jUd0UKddHpl4y5YpJSfmD/xhhrI10tq/9faLUeB8Y53r8EvvXHKsk3bev+8D7PpZtOzFb2DWdoV2mwtWuwdeydbK/AbLFTTPH095QZlef6GqGKqVSSLrSP1BsE31sIuFVo13mRvzGRnrJT1/XW8Z43lt2so3ptpAhpaXv3O95430u7lLE6tRuh//zH4t9h54O16pmYeEXjDTYbTLlybSbxfI862PPulo0tVA35PKw4ZKq9LCdCcakJ4C6r/a9CoIfnaZqbAfBz8gaBdHvuusuRx55pFNOOcV+++0nFlv5f6D32GMP99577xo1MAiCIAiC4H9NStJyDyryrIR54joo8AsFtYIQtU3TR47eOrqzwWuN1QpfaLBiL+jiOaXesdwTEmbJ1E6hw7V0ZqO1rku8bbmhKnwhpVyWbgocpoUTmlUaBMqMtcwDKn0laakMLWTZSIGBCh1VZ99yEyx1rwqfqFImrrN8B2jpVBn1amI3dp2rq8I3KnymheMbDUD9HO5LTFyeAYo9q9J0Wasob3K/54zykR1sra2W5lhglI8UK3W2Y2oWHQx+Hk6WpZWYp1R4SKUHVcrEHuJ+J0fX9PibrsqpihVjJ5m29rU3vKm1Ljb2JxPlOEaePznWaa70mJcdbyef6u5VCZumzzfLp3Kd5j4Hyq71mTvFiyYbI0cPB/it9nLEUSTlUcVa1QrEV39WY+Lu9Vcd0otTDnKw41xqvldU1Qqi76yn/d3gZXHnKdAlfU3VwdAvvI6DGizNO8k0ea7UT0ddxNLB4yr3elBSldtcWVOiJyXlSrd42bvN7t/RnhbDrrYzVh5m+NQkcZn+7NyaY8w0V9LTaOFh19Z8Bh9yiAL/8bYxXvSOQxpdfnTlcmiyvnuWyWJiCmxkiApD0vvvJ66nD4wwVm89nOOPLkwfpY+BPvZXFZ7ySzv7SFtfqarp29EmuNmfjLaFh1Tqny7RcrOhlvhaod0850KZ6XtUKeUUCzyNrUR19F8RU2SJjjYx1yV2le8cOQ6yu/Ncg9cUWLHA3kB7OtEhssQdpgjcp9BdnnKHJ3Q3Bn0bTBzNt1h/f/WqXKenx02REn93L3IUuFw/XXWQIcsvDfdPc0wjPR6rtVToKucZbYEJxljqayGIHgRB8NOwRkH0uXPnKigoWPWOad27d9e9e/c1OVUQBEEQBMH/nEWuUex5mbpq4VgpFZZ7WLmP1+l5FrtRufHy7CnXbkq9bak7pVRq7fw6+y5xi2Xuk6mDfHvLUKjcBEvcqNwkG7hulecrNcp8v5WhhTz9ZWovabFKXyn2Yp0geonXLXC5mCz59peprVLvW+YuZUbr6A6xdfwIfJkxIFuvRl//udyXHL0Ue1a5MasMou9me1PM8K6PLFMkR7bNbeRY+zuoidrkwU9XTMwvZPmFLEukTJDwioTXJExX5VH5MsU8osIy/FWugbL81WjwB8cao9BElYgChmc72hVusdi74rp7SWWtUbyRgQbUCaB/KmmyN5HhIWfZxIrHqj+R9Khs2Y38GtvaGTUBdOiui+1tabzPUUa6RElbrcSVUq+u+CH2dL17zfQpDmpw/EwHethGNqo1kTXe5+42H9vXqXEfE3O+QelFZOsG/Jvq30wFqDTCGEXKkWd7vf3GEba1Rc0xXvIuknIdUG8SK0tXx/rK371gxBoF0duImafxaq/zLNJSgSe0Nl+VcZKGqTRcwjtGgIuc6C5JFbhbnh20cI+BbjNUGx9qV+/pl/762EUvbSQ9pNKLKu0q5hlvIM8gJ9cE0GGEhK/l+oUsV6YnUt9DEU5ykn/XGhd99dJZe7N9V+ecHbRt9Pp+6UB3eMIyn6Fvg9fPcYy3FKo9bt40RoVSufbxpE21rWlrjl0NcparGhznRIeAD70DqixutD1BEATBj88aBdF79erlhhtucPjhhzf6+gsvvOCiiy76UdZAD4IgCIIg+DErM1ax52XZUkdDZKQz81o63RwnrNNzVfhSZ4/JTAdiks40y5GWe1wrZ4ulFwCMgtf3ybWb9v5Z06aUlMX+ochTSrwh374rPV+R55DSwe2ybVnntaQlNT9XKbLQ35Cpo3tlpwNIrZxvocuVeM0yD2rlzHXTEWkVJoJsPRq89nO6L9m2AeUmNsj+r6+fHfSzwzq9vuCnobWYAbIMkGWJEmMkTZfSXcyMdGC4f/rXyS/Tgcreeri7Xg53db3t70y1m0zvSJpfE6jtbmC9X0knK8FsrXW0SbpkS7WPGuSHr5Bl4wbbOtYE1UvqbJ9tLN5ykumKFdcJdMdrfRfV1s2mdQLoUXu+S/+0RYP9O9tAR+3MMr/R4zXs333xpFw5NtXfRFvoaxvbal3nfWN8CzZp5HuqwGZyZPnK1EbPuSqbyzRdwhxVOtW71qWW1wSgN5DhIBkOEHe0YtNNlSvHtjY3Q7FW2CF9X6vv/+em+qLeAqw9bQ62lGlzGUZI+Nx8FcrQwxH1rr3+uKvWQoFp2pGevKnWQTuza5aXjaSkPO9tLxhhjmlSSvWpNXFQ2cT972lzb9XbNindz5vZulYAPRK3OSt5Qmt5enHVnHQ2fBAEQfDjt0bLQH/33XeKipr+si8qKjJ16pr9hzsIgiAIguB/WbHhoJUza4KiENdBC4PW6blaOaMmUAuZWsvXX0qxylpBmCKPg7Yur9OmmJjWLkRMsVeafd7GMsgzawVLSo2QUqTQ4TUB9Oh9GVr7DTIVr0XZlqYkzEu3pWGm4s/pvlRfX/X1BkG1sRJS9TKRE1KWprdVf3KrA6wT0kHtYqUyxDwn1+R6gdK26Zr6xUodkp4AGpXO5m2hle3rBRpbKQOxegHUyZLuU95k22t/BqqtyGJe0aaHvGCcWzHdjno50SHOcrSzHK1QvmS9DPVq8xRaWOs45VJesiz9r4YLcRJde20r798DXORsG2jjYy/jJnc434WuNzP9Wa2U8rVicFC9MiFEn/22WilS2mh7VqV3+l5MqjdZUSElLltFvSB1qerpiTJt0k8MdBazTHS/oH36Pn6u2OJ61167fwbKUo7nLAXttG0QyK8/7qply/NMvbZRff/rnvN697naHWaZL9cOChxUc/8h1cT9b1fvXkIi3c9zFCirdZ5lUv6tAk0/vT8lPc671itNFgRBEPx4rVEmOlZaB33MmDFat269pocOgiAIgiD4n1Xha5BjxwavNbZtbTSWcZ2ZXiytyvKabeUmiclLZ5I3FJMjUe+R+cYUOFCpt8x1unwHytVXjh3rBNCJMrEhx04NjhHXSVxXCdNUKZaxkiDF6qqyRBR2aXjMn9N9yUgHg6qayLgM/nddolSBmF4ydRaTwAeSpqiyr7jO6SDm0bIMU+n/lNpfXLFcVVLuttAe2hhVK8i5yDIpKQXy7CmuEK+lA5Wby2yw/kBvhWCxxc5SYlsZ5kgZKWEPcW80EeRsjoSkuz0tR2vlrvR7nWtqoqekPGBYOszfUKmYE5XYV1wSH0hYXhMAXd7oexalA8LVVt6/WU6xj1PsY4nlbjDJC9412lgnm+0wfzNKquac2zeSwZySsshShY1MKDRHf3H/Ue4DSfvV6olylCpUZrHLleokQ4mUURIWSsmWZ3F6QuE42d5X6kwl9pNleXoCYJEcO8k0rtbYqH3nDxJ3i/KaO9Cyke+nvcR1EfOACpMlbSbTIinl2LcZY2ORpZ7wqi1s5F5XOzYdeD9HoQWWuMtTTb63sXUyWqSzyRda5njF9hRXjPckdJJCMfX++0a0sOp36TGzQSPB+SAIguDHqdlB9BtvvNGNN96IKIB+8cUXu/zyyxvst3TpUkuWLHHCCev2sdYgCIIgCIL/BSlFyJDRyC/emY1kHq6NxgPQ1VmhKwIdVZYiaZm7mjxWVTqrbmXy7ae9f1nuEUWeVuQJUai3jzYulm2r9LGK0y1pvHZtpvbfSxA9JhdJKQmxev+b/HO6L6maTN+QARnUdYEc70n6VNI7UnLFdBPzRzmOqBVU3VqmW+T5rwpvSajQDVOd7Tvl2tcJoo/zGdjSxnLE7CfLs+nXtmjkwegW8mysq2lm+85sn+lgQxkulqPfWgbRl1iuSIlOephTq9Y6fGaKchVNBtF/LdsrYp5VqVDMHuL2srnfQ3qSrbbZ5ptrYZ1tze3f1loYbDd729lg11jmc4+baWNd7GYTo31knM/r1EqHElOUq7RdvXJZzdVFhl1lekOlS+XU1KrPw6Y2NMU848yzVFstxWwsw/myPKu7sT41yTf2tLnr5LpXhZdUkr7/x9rU8kYC0dU6yNBHpg91Qp55vrVMkZbpSRXIF/Nf+W5U7iNJ49KFeFqLOVbWKsfGTPOkpPTVS64ctcu/TPDFavfXFukSQr1MsdTOnlSprZgDxe3qWxc0UX7oTQkJc8Hmq1iXIgiCIPjxaHYQvUOHDnr2TNez++47Xbt21bVr1zr7xGIxBQUFdtppJ+edd966bWkQBEEQBMH/gJhCVKmyRKY2dV5L1gvI1H6XJn5Zr1Iko1YQYk1Uv7+bN9bqOJBvgHwDVClWbqISbyn2nHku0sWTMrSoCSInLWr0GNX9sC4D6ERlUypFwen6gfGf032pSmeM1n8CIAiOke2YZu7bR9yQ9K+T4+3nbO960TPusaNz0uVNipS4y5PgUP3BFXIdJM+5aNVEUHWQA13nHlt4zP9zqVzZNa+9K0eZigbvGbaSz9Pz6e+KtlrKkS3DNKNky00H8Zcpcr17ERVmebuR8iwHy3JGve+cKj101cEsH5vgi5rFRVNSbvVYnVrrrLx/x/rUTrapk/G8OzortRxPa62zAjPs5WjPecRwA+1hg/Rk42h5zvc0VvT1OXKcI0efJnumoZNkO0+pNyQcnA7sx8Ucqad/G+cSs+1Xr/58Qn9jfepWj7rZZfaVZV9Z5ljgZK+rlOk4e+omz2AMa+K+3yYf+W60nwcN8y/3+4tf11lctJUyg2XIT9/vw9LH6iNubBNlde5MZ4x3TpfJ+thXqlTVjJm5FrrFo2BLGe5s4jiD0+2vNkAfBfJ8Y6SHHGzjdA3/hITz0uW2OjRyrc+qlONbCZm2X8MJjyAIguCH1+wg+vHHH+/4448He++9tyuuuMK++6588aggCIIgCIJg9WTbQqUvlPtIvn3qvFbuo0bfk6GlRCOL1yXMkrKctQzWZuupzHsqTZNlo7U6VrUMBfL0k6cfkoo9r9wkeXaryUgvN06B/eu8L2GOhBniuq7zIHqWzZX5UKWpDYLoP6f7Ul1XPSu9qF8QrK3eejjOQYZ62XEutY++4E0fmGuRQQ7Su5EyRU05xv7G+8xr3neUi+1lJwXyzLHA+z52pXMMsPNqtzNDhmPt7yHDHe8P9tRbsVLvmaCz9jaoN0HWnOP9yVl+4x/Oc4397WYDbYwxyQJLbGEjX5vWrGNd4t8K5OllC521l5D0gU9MMcO+dtHZBqCbTi50ghs8aJA/2N+u8uQYabypZumvj4H2XO2+qdZXXD+ZhqhwoLiMdBC4vz7+40Ef+Nh+dq3znkPs6S0fGmGsQf7PnnorVe41oy1V5GIn66Zjs9twrmNN8rUXvWOSr/WzgyxZZpprtInudpWtdF/ta2uvjX309aYPnexP+trWQkuNMt7OtjUjnR3eXIXyXeo0g/3XKS53gH4K5RtlvBzZ2jcynj6UMEGxLFPsope88ERQEATBT8YaLSz61ltvhQB6EARBEATB96DAIWCpu1XVWhwuYZ7lHmv0Pdm2kTRLmXE121IqLfafddKm6oUzF/mrZCN1apMWqPTtKo9TZrxUI5nZSYtBLJ1tmqe/mELFhqkwuWa/lJQlbkZSgcPW4EpWLkdvUGFSg9d+Tvel+voaqzkfBGvqUqf5s3O109oz3vSMN7XTxp+d6xKnrdaxYmL+7jeucLaO2hlupKFe8bkp9rOrrW2yxu28wPHOc5wYnvSaD3ziQP3c4nLxeoucNscuevmvK2xrc6973zPe0NkGhrhKi9WY6LvAIFvp7lPfeNwrXjRKnhx/dIZrXFhn35Mc4t8usZluXjLKUK/IEnexk13nt43W714dv5drf3Hzai2W2UUHu9reGz5osMBoTMx1futiJ4mLG+oVLxllMxv6t0uclP7+bK4c2W51uYudJFeuZ7zpKa/5zixH20+X9ITCmhjsPCc5xHLFhnrFJF87wSEN+ri5DtXfv/zeRjobbqThRtreVm5zuaxGxlORlAN8rFKFo+y3xtcRBEEQ/PBiqVQqtaqdRo4cCfbaa686/16V6v1/zJYtW6ZVq1aWLl2qZcuWq35DEARBEATB92yhqxQbJlNX+QZIqVDiNdl6KfOOAodqV+uh8lLvm+9CMTnyHSgmV5kPZGghaTaydDWs1vEHK/aCLp4XTz9+Xm2JOyxzlw5ul1urCMASt1vmbjEt5NlNXGdJSyVMV26CVn6t1SoCZbOdIGm+HDuI64yYchNU+FS2Xjq6WywddCjxugUuF5Mt3/4ytVHmQxU+l62nju4Uk1Nz7JnpoHrt6ywyzCJXaesvCpsRdK9SYqaD5dhWB7c2eP3ncl/mOlOlKbp6qU4fBkHALFUOV+xQcYPXcIHOn4KmrnOwUi9IeF5BzaKr1T70ifNc42oXONgedV77tzIvpt9XsJZB/B/CMJWuUuYvch3WZCX8de9MJb5yrfaWe8L/q1OqJgiCIFg/mhsbblY5lwEDBojFYkpLS2VnZ9f8uympVEosFpNMNl4DMgiCIAiCIGhaW1eI21ixZyz3uLgOWjhRvv3N9k6D/fPsqr1rLXW3Yi/K0FK+/bR2vtmOWydtau1cuXa03GPKjFFluQytxHXVylkKHLTKY7R0mlJvqfC5MqMRF9dFaxcqdGxNAJ1oEdIO2lnmXiXeklImrrOWztTSqd9L8DdDvgIHK/KMpAUy0/Vzq/0c7kvCLOUmamFQCKAHQbBa+uqln+0N8bQD9ZORDgBPU+UJlc6V/ZMIoK9Pe/nKBF/bw29CAD0IguAnplmZ6CNGjAD9+/ev8+9Vqd7/xyxkogdBEARBEATVKn1ntuO0crZWzljfzVnnlrjNMg/o7ElZuq3v5gTBj87/SiZ6QsoMVQrFtK8VzF1ZJjpMNcvL3vULe+uUnmj8s1JvSnhF4U8miL6+MtHf9KHrzZDnAE8pWOvSO0EQBMHaW6eZ6LWD4alUyo477ig7O1tublgEIwiCIAiCIPj5yNJdoSMs94gWBq3zxUvXpyrLLDdUoWNCAP0n7g7l7lLhdnn6NO9Xuu/dYYrAsLVcMHdtrEmJkpX5qZUoWZm5zlZuvI2MBXExnXxknnM95DQ3ONVYLVZ5nI11cbpe5hio2F9VOtDrEvYVX2d99HOeyNjRlv7jUq+YbIzf6vsj+fwGQRAEq7ba39gVFRXatm3r73//u//7v//7PtoUBEEQBEEQBOtNK+fI0FbCbNk2X9/NWWcSZmnhBC3WUSmZIFgbCSkPqvCsSvOldBDzC1n2l+WIRgKoYyUMV2mipPnpBS+7y3CkLEelFyWubaxDZIvp5HkfpRc0PlxxzcRDstb559U7P9ECkC9L1ClRskiVe1V4R8JcKfliest0jmyb11tEsnpSYagCtyn3uoSlUjaW4UzZ9mtm9nOVlOdVelqlGaqUo5WYrWQ4UXaDSZTnVXpKhSmqwKYyHCNb33rHnaXKZUpd3axW1LXYf2TpLt8BHlepAvs2EVpYosqtKrwtoUTKZjKcLlsRjWaCP6fSK+mFS1+UMNJy28h0WiPXOlbCuUqdJduu4u5U7lNJ/+di25poI2MtlXKrcm9LKK51/pX5WtI9KoyXtFRKezF7iTtbjta1JgpqB/vPkONG5cZJqMR2Ml0sx5b1xkUbrX3gGId4xMOO1temze/4IAiCYL1a7SB6Tk6OTp06yckJNRSDIAiCIAiCn59MbbV2zvpuxjqXbWvZtl7fzQgC8Nd0lndXMcfKUoFHVPpY4+tq3a/CdFV6ydRBhuVSRkv4u3JTVfmtXB3EPClfoZjvUIXTlShNB90PFFeYDoJeo9zzKuuc/+Fa5/9alTiOTQdcZ6hyjhJzpewq0wAZFkl5U8L7Ev4r37b1AqYJXKDEMuwjrgyvqnSZMoVidm3Gr+O3qPCACt3EHChLgZh5qkyU9KFkncDy9coMVVkzIQBvSrhKmV/5k7Oad2tWqswY5cZp60oxGcak+6tXvWuHEilnKzVFle1k6C3LXFX+pMyujewP/1Rm4/Q92kSGrWQYIeE8pf4p14BGJh8+lnSvCn1kOlKWNun3l0k5R4lv6p3/spWcf4SEy5SKob+4jmK+VeVxld6XcJ8CLetl3M+ScpoSm8lwuCwzpIyQcK4STyjQrt7TD32dZLGHbex+XLXS/g6CIAh+PNbo2aHTTjvNAw884Ne//rXs7JXP4gZBEARBEARBEARBtQ8lvChhSxnukS83HZQ8Q5UTlTT6nj/K1bVeMDIh5TdKPabS8bJ1kqF7Ojj6Xfr1vjJVYbiE8+XoIsNYCc+rtKUMQ+TLS5//dFVOSJ9/tpQDa5Uo+bNSC6TcLM9utX6NPkOVUxT7mzKP1Sv/NF/KNjLdIVdW+jgHiTtPqYdVNCuI/pwKG4h5TEFNP1VbasXyZuMlDFVpExnuTU8kwNlSTlPsHu3sJs+Oqzzjyi33pJgc+fYFEyV1EGsQKCaa+JiiypGyXG5FKdjD0kHxxjye7vHDFeshw2B5FqhyshI3KW80iP6BpD/LdXj6tbkylKfP/00j5x8o4cJGzr9Eyp+Vai1miHyda13TKypdrsztyv2fumVtx0u6QLbTai3W/F/lhqgwTGWd7dBWG6PsYjdv+NrvbKFVo30RBEEQ/LisURC9V69enn32WT179nTaaafp3r27vLyGtcqOOuqotW5gEARBEARBEATB2ljd0iHVpTgeSZfiGClhgZQr0qUnPpf0vErjJM1VJYFuMhws7iTZ4vWCndNUuVe5celSJHnoKEMfmX4np2ZxwQWq3KfCuxLmSclCexl6y3SRnJrAaFOeU2mEhK8lLZSSS7NKYewp7hblJkmKYWdxv0sHnOt7W6V7VJisSkG6zMVF6SDhFj4yzW+1dJZcu1jqNhW+QIZcO2vtIlk29KIKUCrld96xq1dt7VNtLXAbptrQXL8gXXqodomS7r5ygkds4QvZFrlEgW91NM0AVc5whsnucLwO6faebk9wBpLOxLm+9JynXWuuK+Q5oubaOsjwa5/Y2YWGOtXOzgVfSBqsvzl20NvfzXazZT6QY7G/+X9y7OgbVZ7yAR6yo8/coMR8HbS2v/6Oc4BCp8r2uEoxjJY0S5UuMryl0msSPpNU4EtHethWvtDCYjfJt0gnJfaRm17seKyEB1Qo8o0D3a+niVop9l/tZNlLnrPR2hfpsiRLpfzVxdqZ6BQj9Bd38CrKyRRLuU+59yRNU2WJlC6K/NsImXaXoVCllMVStpbhAd8Z4BilBprlRJVuNsAn9pG0WC/LXaiFbUBfcbvKNM9nYl71vvFamy+uUoVuWjhYpiNUhyvay7CPuJG+Nd1QGcZLmq+9PP9Pe9Ps6FsXO1GFa61Yz+1guzs4/fNCh2pnsDJjdXWu45xqqNO8qdLdys2Rsq95HnScxQaqMtjVyrwv4SrH2QCd3K29IWYaLWmBDJdjb22xwFee8YBNTdTCMrtrJ6afyc5Apwb9O83edvCuj7xmC8es9F4EQRAEPw5rFEQ//vjja36+8sorG90nFotJJht/FC8IgiAIgiAIguCHsrqlQ6AC56ZLgewlLhNt00HsZ1R6R8KOMu0uUxnGSbpFhU9Vub5WQH6+KqcqVoo9xO0vQ6mU6ao8odJv5IiLSk+cocSsWuVCEpgp5UWVTpa9yiD6P5XZQoa+4tqky36sqhTGZ5IeSJfCOEqWL1V5W8I3koYqkFPrnC+oNFiZAgyUpRCjJJ2nJF3FurrvJlnmPnl208JxKk1W6m3lJujkXu+lM2+TONVjWppptm18or1uSrTzvs1db7FZ7vZrQ1XaIB2SPNsFkjK9r5/5OilQZEPf6epZnKFYoY+cbkuPyxDT0fFGSPhKlePtBOamM7g3bmSSYIta26pLlEyS1BdxS33jNAu08LG9tVSho0IzcaDn7ORGxQots4fxWurqS13cZ7AxnnCT0yRsLlN7MfPTkyREJVuysI8pDnOhKhnG2d1MHW2sSJ7vTPO0oU6Sg/+q0NsnLvd/MlWaaoCPdbSZT23rcXO9Z7khfiVbBnVKl+SKeUblKoPo01W5Iz0u9haXiwwfy5TwhK2coKrmCC1qjZFFZurkbItt5WW/0NEcuxphnrNlu12ObcH2MjFcV6N9ZzvL9RNTJt94hW71Ox/7t796wXLQxgI3+rUqZXLtIcv+5ii22FT9POccv7ajHJ853cZeUmCOoU6VidNky7VVo9c5QdI+srTAt+lxMUeVXytWiY3EZIvJUOESv5OrVKk9tJWlRFuwjXcd6a9iYubY00wdJE0x0DPmGaPKAzK0rHPelF4gbgwhiB4EQfCTsEZB9LfeemtdtyMIgiAIgiAIgmCdW5PSIbBQypYyXF/rPdV+Jdsf5MistT0l5ep0ne0JEnZI/6r1hoTl+L0cx9db0HCpVE3W+oeSZko5Xpbf1ysXUSLVrF/cHlfQoOTJqkphvCvp73IdUOu1Pyv1ooS3JRxYa6HN65XJwwMKagLQ50s5T6kF6YUsocxobVymhaNrti33lMWutci/LfFXMFS+LJeL66pHer9PJJ1huRtdpovHvOEw3XWShQ29Ikulka7yoN0sw24y3SnpPKUOQolCH/mVrl6ULaa1c3yk1AsSTkyXWylLB0vzG+nD6nrXcWpKlFSXTWnvW284yH9doqpWYLqbb53hZlNt6i/+7fc6ekY5+K8nbO1WG3pSHyc5R46zlZgvaYP08W+Up5sMi71huQod/cuh+vuVEs+pcopsQy00KZ3BH1PlfNfJUmYDN+tuN/9R5AEpr7rHcg+a4yYVLvEvufYS93K6rXfKt0RKSa1SMI3ZUIaXFWpVa4wv9oXl+MyWhqjwm/QTCOW1jtXVRCmnaut8Fym2owyTfOBc/2eev9nQY+nxkPKqEz3nYk9oKU/MdFVOVuQU19vPS/qbZDO9xRAzSqEiy/3Wxk4E30i4WqlTlXpRq3TJnPPNNVG5OYY6DfSQ2+Skwa/l+GX6c3lZ+lpnS6V7mqlSKqR0sMhkm/mTm20v33/lK1Ol0Cznu1au1joaYlOdEX1mL/O837vaQrfbwP/VOW+lrpZroYtJK70PQRAEwY9Hw6n3Zujfv3+z/gRBEARBEARBEKxPL6VzpM+SXScY3l6GQavIxr1IToMAOnSSUSeADjExv0wf78NGMtxzGmxRJ0BZrbHz5aezYVelfgCdFaUwpkmZXSvQXa23zDoBdNTUlv6s1nW8LaE4/VrtDO64mPPqTQ7EbaTQkXW2FTpS3EbKjNLSErBMSlzXOvtVSqmS6Qu/EJO0rY/0E/e1lM3S5x2kZU1d6oqa9zW/rnR1Hzc2hbI4HRCuvexkdV30Klleda5MmV5RYKwWxmrhHq+ISxrtYkX12hFzsqVaG+ANv9L4emLd6t23mFz5Yg6VpUiUtX2fLl5SYBsZtjZJazNNtos8u9W0MYUqZ8jQykZeE1cpV8yiegHz1s0YSwViDcZn0jzQQlsfSmghJo5ltfap1MKGzqjps6XY2O4m6i3lGxU+R/TkxgId7SWnpib9IyoUiVmYnnzZ3UfOleMcOdql90k18knKrgmgN+5DiSZfy6v1vto/nyu75v5W10Y/2O/srsA4SUXpPh3gVTmKtXa+eDqATvSZfdc+JttCsVcbnHeZlKXaaGWBqkY+l0EQBMGPzxplogdBEARBEARBEPwUfJUOUO1QJywa2b6RbdVysHkTOUeVUoaq9KpKU1UpoU6Ycn6tf+0l7lblrlNujKTdxPWW2SBw2jtd5uM+Fb6StGd6v01k1NRMX5UZ6ZrqYyTMr5VNW7tdnett27qRa+yY3ra81rav0wH1HRvps14y62zNsb1Yg8BwhhzbS5hmZ5O9ZienKnWUCnsYqrWRkmZor9TTtd7X1sKavPw29scTFrhEL/vbw/Zm2A4bNNEjjeuY7s+pqmpqp1f7TNKe6mabbZu+uqU6+1orm8qos5BmhU/ALsbKNFZHcQPTgdsqWRLiupjeZKB3Ufq+zbCHizxquku8a4CJ+mhrO/NtCDaQ4RTZRvoavGt7FSrtItNWMn2pyng5ttdDlfd1M90lNrVNusL46hor4VGVJklaIuVPFtoRnyuwLD3GN5PhW1Wq0v+OnvnIV4gu6ezyQnxuO9sbr8KXsvUwQ5W4Srt42hxvqDTVICWOr/XZybcA0VMer9nVtnK1cL0Fxsm1mwzbo62UlOdUekGlyZIuldSz1nXMXEXWfbWtat3TqarckX6aoL+UHNnutaGFkqpE6xy0FrOVz8AHJprsW8ulaqaejkOWChmWSFoiU+s6xy/SQlzSMsu1DouLBkEQ/OitcRB9zpw5hgwZYvz48ZYuXaqqqu7saSwW88Ybb6x1A4MgCIIgCIIgCNZUsZQMjWfftl3Jg7ltxJoMXv+fUu9I2kjM/rK0SWfkFkl5VKXKWkG7LjLcK9+d6QVDX0sHV7vLcK5s+6WzvgvF3Cff7cq9I+HddCiuo5jTZDu2iSzmatPTtdeLsZNMe8lQkL6CcZLGS6poJJhY0Mg1VgfEq2rtX1SrXxruH6vTv5naNdrGzHQN6V+q8BqKVdjC+Qp97WtbKHaA77RQLFNvc23hZdkqbZK+Tx/q4Wx3WOZeZV7xO8PA17a2yHnYdaV9VK168mSkhG2lajKQ56nybjqIXruntpVpGmalg6D1+6AqnYu9mfttlt52SPrvFE30RmSplFOUmCNlez295Wa9PGiAN+2bLsJSoocyv5Grj/1kaZ2eHlmijcuViVkRAL5LhZvSZ/yLhP/K9KFkTRD9FMUuamLR2NpGSbheuXzsKq6LmC7pWv9dVVqY3q93OnhfncEfS99jOEiWe1QYKamdNum+KjI2/VTDZQbbxHuqbCTf/t7XwmcyDFCqo8dlpq/zPhXG6ugyt/mHB2V4V4nXtMdNNvKOX7lbfx3TC91WTwL1lmG8KtOamem9n7ji9M8v1cpe30lKsTbuqlX5v1RKazGF6ammzT1t85UcO6WU9PiplPKlKjnp68urV74pCIIg+HFaoyD6xx9/bMCAAUpLS2211VY++eQT22yzjSVLlpg5c6bNNtvMhhtuuK7bGgRBEARBEARBsFoKxFRJWSLVIPi5aCXBtaZyvz+V9I6k3WS6QV6dsi6fSHq0zhKbkc1l+qc8CSmfq/KehMdUuEyZ9mI19dM7yTBYniopX6vyvoShKl2nXAsxB62k/MwjKizDX+UaWG+/vyszfiWLqDZHYfrvxY0E4pPp/l3x74UN9om2LwI9tHKQuKXetpmvfeIQt7nUXCmtsQQdvW0LL0thO5m6iHlAhcm2spnrfavEIpP08559PGdTl0p5jFrZvk3pLm4R5ksYpNgAcRV4TcIv0kVeGhsZ1ZnkkyRdp0wO5kg5VJ6N8LpX3SbLX+S6M53FfId8hyt2qLjBjRzzOZXmSDlXtjPlYBfsokqZp3xkrpEO8pyZfuNtD1qgi7gcx6K/pY6S5y0Jz6mUiymqfGSennhfrqnpK6me5Jisym+UurnW4reNeVSFbDyowEbpoPRC7RSjVa1nFPYW96hKc9LnyUjfYzhVtjcljJP0S4vBMNluVaqXL+zsPUvsopebxGTaTNLVSnziM3/zuCVSfqXYl6rsIdMom1jmWlugwuemGKW1oY5zlcVuNtgucsXMFVOOP8t1hBIL0sfpLS6m0mHIaOTz0EJJTRA9A/1k6p6ejEqgQDQWb05X05+lSkn65/c8aFBNZf9In3Q//UWujWp9Jj+SVIFCy5TKl9NosacgCILgx2aNaqL/8Y9/VFhY6Msvv/T6669LpVJuvPFG06dPN3ToUIsXL/aPf/xjXbc1CIIgCIIgCIJgtWyZ/pVnYiNBs4/XILA8Ix0s3F28QV30j1ZxvLiYXjKdI8clcqUwqpH3ZIjZSqZT5bgmnaU6ciV1nWu3q3+9PKmUVKPXvrq2SGdvN3aNn0jW2VpuolS9MHRKlXITEZNlS4Pl+oW54EX9ZEppJaqhDd18XPPez1T5r3z7iPtMlcdVmCLLp3bwqQs97USZyqV8UPOeKpmNBkohQ0twUDqw+7hK70k4UZZf+BZUUueJAughUyHKRcHvp1X6StJy24BF6bIuq6P6vg2od98y5HrH9u5znjedJEu574z2poQSW4JdfKyfuMvlOlSWMpwsobuvlMvxkM7aifmz3Jp68qfLVo4JqxgTc6RsIqMmgA7Z6VzrLFNrtvUWt6kM36X7Ku6rdIGjaALrLnl2lKlH+n5+bHPXyLWN2WCa3cTSY2trmW6Rp3e6H4vRQswQ+XrUKhgUE5ejl2JnGeJCGVL28X6t9QSifb9IT2i1FzNdyqMqfJteXLZdulRMbRW+rPl5MxkmqzJUpdJ0iZbDZDm3XsD763TgvG+6rEtzvKRSgVJtzTffps1+XxAEQbB+rVEQ/d1333XOOefYaKONZGREh6gu53Lsscc68cQTXXrppeuulUEQBEEQBEEQBGugOnv7LhXKagVFF6hqNGt8VTo3EZSfLOm+dPZxbZ/XWoSwturFHquLtEyWtLCR/OeF6f1WlavaKd2u+sHR+1SYvA4WLhwgrgDPp+vAV0tIua1e9fWEaYo8U2dbkWckTJNjd5O0FBezm27gb770qELxdCX1bUywabpUC9G9ayXmal97VZaXFdZkhZ8m21k1xWZWlLzZSGutLJNq5J5k64GYLb3hWVlGa+E5hU4yV8xQRGVYvqrXb3H8Mn2Ow2QZqYWnFdrXICmZ+rlB+/TEwDCFhqXz9/MVaeurmuPcKd9YLUDn9HVMkFTu45r2vqzSe+l72Sc9tfAHrVwr12X6iuumzHvK0hMHi9NtPdCDCizFAV7VxgMKahaKZcV46iDDHY1kow+Wl15MM6pnXntMxuwINksvDlrtBFk1i4tmWG6Ze2peayPDicbZ3nilNnWd3vaWpVxHkDRRaa3PRzffOsDDoKuYG+XbWqbTTfGhmD61Jhv6iLsknTs+W1ZN+aHqSZJHTAcbyfCaQu9q4Xo9lMu3s/d8oMph6b5JWmiZISBPVPP8KrlGa6GjDBuIuUSurWSYkJ7Q6iJDd4crkS/lvypMrmnby+nvlmxl8k2q2b5MypsSDvGNTFXK030aBEEQ/PitUTmXqqoqHTtG/9Fr3bq1zMxMixateGyrV69ehgwZsm5aGARBEARBEARBsIZ2EXeQuJfrle54XUJPGd6RbOaynZGeMvSU4TUJC5TYVoY5UkZK2EPcG/Uyxl9MZyzvmF5MtEDMFEnvSWpFTYDzA0k3Kre9TBvL0ErMTFVGSshhlTXRj5ZlmEr/p9T+4lqJ+USyVimMtS3nEnOpXIOVOUWxA2QpFGXS54iyfavl2s1i/1LmXVk2U2myUu/I0FqO3ztDia5idrCzQTrjAZN8ZaDuNjLdDkbLNEDKm3rKMFSV4xS7wr06GO9z29lXJ5vJ09U3inworquUATVtyNFHhc/Mc5EdbStXppS+otDrBvIdqMTL5jhZrt0kLVLqbbl2U+rN9D1J6FlvIdXqEiVPqTRZlR1lmqurKhc70w1udooy/Sy2oZQSSTPcY7wpBmL7Bv06UJb7VbheufbusaGPTLW973R0uVxxX2pvvLiu8g3wL+XmSznYZY7we3P8xicG2EgH//aZfBPEdXOns7yjSG+Zusiwjyob4AmVuoo1yHyv7zjZrlfuRCX2FZfEB7q4Uhd9jHNXrX0Pk+XR9M8VdrDck8pNSmeLz7SJN5TLMcOfbIVxEobbyu62tqO3jHaGpG3lmquTUWbZzZbertOeYi8q8rQcO4qnP0mVpqj0njItPepAryrRV6YOtre7N5znL0boawM5SvSUby8xWcY42h4eNMdJ8vSXUqzUO3L0ljBDH3G5Ys5WameZLkoH529Q6iNJrcQ8le6//XXwd1e4wFVmOcE8u5hmQwtU+Le5OpogoRduBQ+rkMR2xoHO9l7pfQiCIAh+PNYoiL7JJpv49tvoMbeMjAybbLKJ119/3S9/+Uvw3nvvad269TprZBAEQRAEQRAEwZoaLFd3FYapNFSlDmKOl2Vnce8oUbgaYfRMMTfIc7MKoyV8JmlDGS6Wo18jQfQDZSkXZa5/qlKFaLHQo2U5RXZNBvluMs2WZbykNyWUStlAzP7iTpFt03rB3PqqS2H8V4W3JGSI6jcPkW+ExFoH0eHQdOB8iArDVSpML+R4kRwn1lSTJtu2WjrDUrdZ7jFkyDNAaxeJ6eZCFZ5Q6WXZxvm3U92uh49tboLpuvvEXxygo3ne1E/cn+V6UoUHHaqfPD18oaeJ4qjSSUuna+FEcxWSbkcrZ6qyXJl3bG+CHSVVyUAf0NYVMrRW4jXLPSHLxtq6XKb2Sr2pjZiXJfyq3jMA1SVKblFhhITPJW0qw68cY4Ieij1iNx9bbpQMhVI6GeZYDHRAI33aUYY75btJuacdZhf5evjCQSZIYaYNzHWq3k6WodBpKr0lYaSexrjV0R6wjTF6KRa3gQLHa+kMhyiUqdIkVcartJ2UDUTlXE6UpVBM2Uru9S9liWOoSs+m7/UesnRxlAq32Nzn6IvoM7FLenxW6GIjl1niJss9rkyVb+3gbmfpZEvPKzFaUoZMef6fWW7T3vvyfWG+br51gR72kKoXRM93oJRy5SYq9ykqZOqo0NHaONlB2ngzvYZAFwN1Mdfm3nCkR8UllTpUvr3A284wQ6YTvaTIU+I6a+VMefZU6k2txTwq34PpxYBL0kH071QZIO7AWmGUjjKcb18P2sgWHrGNcXobI0Oecht4w0G2dIht0/u3FHOVXG28apbN7Wq7ldyFIAiC4McklkqlGj5buAqXXHKJ559/3ldfRY+k/ec///H73//ePvvsI5VKefvtt/3+97/3z3/+c503eF1btmyZVq1aWbp0qZYtW67v5gRBEARBEARB8AN5VoW/KfdHOY5ZRaZ3sGplxprnXC2dpbVzVrrvexIeVuFrVZZJyREtwHqsrJUuoPpDqR4bd8urWfh1Va5U6iUJT8i3ySomPX6qkpaa5Rfy7aedK2q2J8wyy+EKHKpdrSVUH1HhZZVmqKqpcb69TKfLtu3PtI9W5SPvaeci01xpD79Y380JgiD4n9fc2PAaZaJffvnljj/+eJWVlbKyslx88cWKi4s99dRTMjMzXXnllf70pz+tceODIAiCIAiCIAjWlQWqtBMTq5VxPk+VISpkYo81+7UoWAv9xPX7Eff7YbI8otJdKtxar50LVGlfb3mxcRJelbCxjJ9tAB0ytdLKaZa4XStniOu80v1PkO2EMEFVR7G7ldvcbg5d300JgiAIVsMa/V9LmzZt7LTTTjX/jsVirrjiCldcccVK3hUEQRAEQRAEQfDDu1+FURJ2kKmtDHNUGSWhGGfXKqkSBNUyxfxZrvckFEspqDUBc5FSudhSpjxMUZUuUcKlq1wC9qevheOlVEqYs8ogelDXYkuU62MDe8n8GU+2BEEQ/Bz9eKf+gyAIgiAIgiAI1oHdxE1R5V1Jy9ILdf6YSocEP07bymy05Mihsrys0qsqa0qU7Cn+P1OiJCZHK2et72b8JLXR2r7OW9/NCIIgCNZAs2qi/+pXv1r9A8dihgwZskaN+iGFmuhBEARBEARBEARBEARBEAT/e9ZpTfQ333xTLNb8Feux2vsHQRAEQRAEQRAEQRAEQRAEwY9Ns4Lo33333ffcjCAIgiAIgiAIgiAIgiAIgiD48Qkr6ARBEARBEARBEARBEARBEARBE0IQPQiCIAiCIAiCIAiCIAiCIAia0KxyLhkZGTIyMpSUlMjOzpaRkbHKmuexWEwikVgnjQyCIAiCIAiCIAiCIAiCIAiC9aFZQfQ///nPYrGYeDxe599BEARBEARBEARBEARBEARB8HMWS6VSqfXdiPVp2bJlWrVqZenSpVq2bLm+mxMEQRAEQRAEQRAEQRAEQRD8AJobGw410YMgCIIgCIIgCIIgCIIgCIKgCc0q59KUkSNHmjJlisWLF6uf0B6Lxfz2t79dq8YFQRAEQRAEQRAEQRAEQRAEwfq0RkH0CRMmOO6443zzzTcNgufVQhA9CIIgCIIgCIIgCIIgCIIg+KlboyD6mWeead68eW6//Xa77LKLVq1aret2BUEQBEEQBEEQBEEQBEEQBMF6t0ZB9E8//dRf//pXZ5111rpuTxAEQRAEQRAEQRAEQRAEQRD8aKzRwqJbbLGFWCy2rtsSBEEQBEHwk3K2En0sX9/NaNSPpW19LHe2kjrb7lCuj+XGSqzWsR5RYVfLzVK1Lpu4xg5T5DBF67sZjWqsbbcpt5flFv5I+i8IgiAIgiAIfirWKIg+ePBgt956q5kzZ67r9gRBEARBEARBA8ukDFHucFm6rNn/wv7PO0m2GO5Qsb6bEgRBEARBEAQ/KWtUzuWoo45SVlZmq622su++++rWrZvMzMw6+8RiMTfeeOM6aWQQBEEQBEHw0/SkfLnW/gnGR1RYilNkr32j/ke1FHOELI+pdLpsncNkRBAEQRAEQRA0yxoF0UeMGOHXv/61kpISw4YNa3SfEEQPgiAIgiAIustc9U6rkJDyrErby9QtBH7XysGyPKzSsyr9Ws76bk4QBD8CZcaa51wtnaW1c2q2z3W2cuNtZOxqHW++36s0VWdDxdbBfwN+TpKWmuVwhY7Sxm/Wd3OCIAiC1bBGv4VceOGFWrZs6ZVXXrFkyRJVVVUN/iSTyXXd1iAIgiAIgiY9r9Kpiu1puT0td6piw1Q22G+shD6Wu0O5iZLOV2KA5XXqh6ekPK/SmenXdrfckYpco8ycRupJJ6TcodxhiuxmuaMUeaKRkhnzVblDudMU2z+972GK/EOZRY0cd7BSfSw3Q5WHVDhWsd0sN1hpzT4TJJytxB6W29dylylttI2r8oZKZyuxvyL9LHeQIucp8UYjfThSwjlK9E/3zfGKPaRCQqrBvo3VRF9doyUtkLJfE/kfCSkPqXC8Yrtbrr/lzlFiZCM114ep1Mdyw1QaKeFXiu2Vvg/VKqU8rMIp6df2tNyxiv0/ZZY1co0lUv6lzEHpezpIsdcb6bepqtyozImK7Wu5fumxcrNyJY0ct7qufbmU25T7hSK7pMdutbdVOiV93Qco8rcm2lhta5k2FPNCI+0Lgp+ChFmm6WOhweu7KUEjyoxTaoRWzlqjAPoSd5imj7LVDNz/VGRqpYVBlhsqYfb6bk7wYzN9LDf0YfQddbc/cXa0/Yc0+o7onNPX4rO4dFZ0jFcGN/89xQt45S/cfQg39o3eX7b+1/gBz/+e+4+hai3ina8Mjq5p6awV29akn9aFIYdFf9bGuhgn68Lq9OvLVzLkUBLlVtcaZaJ/8803/vGPf9h///3X5O1BEARBEPyPaSrLbV25XpmhKrVXZF+jpJQYbU9X2cCXki6R2+A9H0u6V4U+Mh0py5x04LFKymXKvCGhg5gDZSkQM1uV11XaXaZO9fIQ/qTMp5L6icvEaxKuUy6OI2uVHxkv6SEVdha3rZg4vlTlSZVGS3hYgcJGSp9cr8wkSbuL21Nc2/Q+H0q4SKkM7C9uAxk+lHCGEi1Xo4TKkyr8Q7n2YgaIay1mjqkmKfOafPvavGbf2/zXPU7SCgfJkicKqt+g3ARJ18sVa3DulNlOkqmVDm5tdruqfZgOhvdqJCCTkvIHZUZI2EjMsbKU4jWVfqfUb+U4sZESMK+r9L6kPcUdI644ff/LpJyv1ERJG4k5TJZsTJPytEqHyNKyVjsSuECJZdhHXBleVekyZQrF7Frrf7ffUul5lXYSt5NMKXwi6X4Vxku4S754I/ft/5T6wkI7eNfejtA1Pf5eUGmwMgUYKEshRkk6T4lKZNU7TnUG5FZu8LrNTVVl45DZHwT/87Jtq7MnZWi91sda6naZOssXYgVNaeF4y9xvqSHauWJ9NycIflxevYqp77PVgbTeMNoW/xGU8psxjikjOPgaMsITNj9pu5zJA7/ko0fZ+bTVeusaBdF79uxp6dKla/LWIAiCIAh+ImaKMhO6arx024/FeAlDVdrIItc4RTu9ZdvSmd72G0d7TKV9xe1Y7397PpD0Z7kOrxdqfEKlNyT0len/yatTz7tMSmM5C/NUGVorAD5IleMUe0hlnSD6zjK9olB+vUBpdTD0Tjc4z55y1c02+kaVhxXUCd5XSblGmSRul2eH9PWlZLtSmZcbycJuyrMqZeER+dqmz1HkS4tcJdPVpIPoM1S53yCtLPWwLjXtOU/KeUq9LeFFCYfU69OkRSp9oa17m92m2iZKysCWjQR8h0sYIaG3TLfKk5Xu29NlO0mJm5TrL96gDMxoSTfLs0u9cXF7+gmFgeL+IldmrXtVJNWgBfOlbCPTHXJrzn2QuPOUutsI2ypRmP4sDZTlRNk1+1W7S7k7VHhNwsENQt/ROW71L9netZFBNW25Xpk8PKCgJhh+fvpeLFClc73zVGdAbuxVbG6iZAiiB0EgQ64M3df6OBUmK/eRln4lFr5bmpSptTz9lHhFGxfLULi+mxQEDe1wXBTIbtHphztnspJpH7BRXw7+2w933uYYfTstOrPlz2iC8Oj/ru8WrDt7XBAFxAs7rHrfNhuz2V6MuS8a51l5zT7NGgXR//WvfznxxBMdeOCB+vbtuyaHCIIgCILgf8i6zHKr74V0sPg492ulnQ7+A1rjbJWuUGaYRIMg+tYyGgTQ4UmVMvFHuQ0WxMwVaySnnQvk1Mkg7y7D9jKNl1QspSD9WtsmggqHiPunCh/bqdHXT5bdIPt9gqSZUvaUWRNAh5iY8+V4TcLqPGwap04WdL695eglU/uabS+rlBR3hOE61XqiIFvMhXKcocQL6Wzt2pJmybGjHL1Wo0UrzJPSIn2e+oany5JcJKdOcLqTDCfIcpsKL6t0Zr363/3FGwTQE1KeUanw/7N33+FRVVsDh3+TTHolpBJ6Cb13pIkUpaiAXqwoioKKvZd7xfapV71WVEQUFQUUC1WQItJLQHpvAQIppPc28/2xZjIzmUmlqut9njxDzpyyT5lwZu111gaeKBNAB1w+JQDwWJltd8NIBPkcpjnwZ+n08HLO/7/wZCqFbC4niD4BLxryLGbyS6etopgcYAweDoFwIwbux5PxdiV/7AVwM0G8Dkjnj1KXk1xWkMUcijiGiRzcCcRIYwIYjS9Xkc0CUnkJgBwWksPC0mXD+bS0A9KMmRzmk808ijgCFONBY/y5AX+uc9hmOlPJZBrhfEoxp8hiFkWcxJ0gfBlIEBNxw690/mJOc5pr8WM4AdxOOh9QwA6gBC/aEcwkPGnptG8mcshkJnmsoJh4wAMv2hDIeLzpUKXjY6aALH4gh0UUcxoowY1aeNGaQO7Ckxi7eYvJYrZl3hOAEU9aEMCt+NLXYb3n62mxHEunuy8Dnd4zkU0mM8llBSUkAG64Uwsv2hPERIxEldZgB0hiYumy7kQ5dOiXkEomX5LHGopJxA1fvOhEEBPwtHtyCmwJAVF8RzofkMtqTGThQUMCGYsfVzvMX93rwaqQQ2TyBflsw0QG7oTiQ1+CuBd3F/c+vgwij9Xkshx/rq/S8VXqovIJlp+LKScFzCbwC7u4261MyhGI/xO63QWGv1EHYXDdS92C88cvVH6qqsVQOPw7HFgKba6v8mI1CqK/8847BAQE0LNnT1q1akX9+vVxd3d8nMFgMDBv3ryarF4ppZRSfzPnK8vNlQOWUHFL1uBOI4f3uljKbhx0EU5u5aI0SC5mjmGiHgbqVyOLroWLdUVYgqpZdkF0gJUU8RNF7MdEFma7lnmSSm1wEfxs7WL9By0B0LKdAwBRuBGBgdMV1Ma2NxgPPqCAMeRwNUY6Y6QDfviXyY47YNlmG/Y5raMdbnjh+libKcSPYVVqiysZmAkvJ4B9gBK8gTYujlEXjEBhabvttXZxfo9jIgfohnuVy+EEQGl5FXthFJBc5vhJrf1iFlLEEUrIBoeWJZdzvlrjhhHHTLBDluPc0cV+t8W93ErE7gRTG3k8Oo1C0MFF1WUii7mk8QbuhOJLf9wIpoSzFLKHXFbhy1V4EkMAN5PFLDyIwYd+pcsbqQPI5yyFF8hlKUbq48cQwIN8NpHKKxRxjFo84mL735LPFnwZhA+9yWczWcyigN1EMM1SgMummHgSudsSmL6BYs6Qy3ISuYdwPsWLNqXzlpBBEvdQxFG8aI8/ozCRQx5/kMQEQnkTX/pXeoxSmEwuy/CgGf5cC3hQQiL5xOLN3tIguhkzZ3maPP7ASH38uREzeeSyjLM8RjCPEsit1T5HlclnMwZ88KCJw3QzZpKYRCG78aI9PvQE3CzHbDV+DMVIFH6WgHcB2/BjOO5EAeBGQOm6ijhFEhMoIRFveuBDf0pIJY+V5LORcD5xOPbWpZK4HxO5+DG09Fik8AIm0gmwPOFjrzrXQy5/cJZnMWDAh364E0ERx8jme/LZSCQzcCPQYf3WTuV8tmgQ/e+spAh2/QhH10LqMchLBU9/qNMBut8N4S1qvu4NU2HTNBj9KdQrUy99zwJY9hIMehFaj4DMM/DFtVC3M9zwqYt2FsO0IWD0hrsXSKC4vPXvmQdH/oDkQ5CbIstEtJIs4LLtqI4f7oV46URj30L5AWg5HIZMhuxk2PUTxG2AjHgozAbfUGh0BfS4F3xDHNe3dLKsY9w8OLoGdv4AmafBtza0vlZKelQ1IL7H0onXzLmDkLQ42P0LnNgMWQlQlCfZ+02vhG53g6dvDQ6GhbVe+d0ungq2Hq9HLLXIN30u2fKDJ0Or4c7zH14JC5+CruPgigfKX391j3N1pZ2ALV9KeZycZDD6QEAE1O0C/R4Dg939d+YZuQaPb4C8NNl2gx7Q/V4ILPOEROn5ng9BdSpvR6Pecu3uXXjhg+g7d+7EYDBQv359srOz2bt3r9M8BkPVvngopZRSf1X2mVs+9CCdjylkHwY88WUgwTyCG97ksZYMplPEIQz44scwgnnA6Qt5dbLG7DOlypb+sGbqhfBiaRkJ+8y5QO4mnffJZytQhCftqMUjpV++rfNanbBbvzVLzUwR2fxIHmsp4hglpOKGP150IMgSVCjvWNlnudkyxOaQzsfksZwSMvCgAUGMd5nNVlYmKbgRSBBpFJBW2l4vOhHGVAxADmYymUkOi0gmGPgvXiwilzCHY5ttCWIG8ifZpONGEJnMoIjDuBFUmglnpogs5lBISyCGNPqRQwwB3I6vJahjDWIWk0M635LLCn6iJzO4hyAy6cQpommKD/7ksIBfuIIiPEnijtL25DIZ6FdaA93xPEtbgykgnS+csvsCeZPTON5Emsgjk6/J5TeKOYMb3njSln8xjiBa8yOFzKSIbyjCHROdWc+jGGlmqW2bU7pN57J+BgyEYCCpnECwLwOcpqXxDif4gXqsJ4Np5LAYE+kYaUQtHsSb7pjIxpMC8sjhBIPxpDm1eLw0SJKDrcOikMNk8jn5bMVENsW0BN4nhyLA8VFNM6+QSBIRfOZ0TP1ZSTxTHTIfU5hMDgupwzzyWEMWP1DMG/jgTgazCGR8afmCFCZj5ipMdCCVl0ozZ6fxIL8yiggM9CaHAA7gxklM5DCHW8hmLxnsJpDbHP4+1MZQmqFZ3zLYnnUY1CImks31uBNGBp9RxAEMeBPIt4DrL24GugLgznGo4dMBSp1v2fwCeBDJd7jj+CW9hHQAPGmOGwFkMQtPYlxmTefwC7ksxY8RhPB86WfJTBFneYosZuLHEKds8Tw2EsnXeNLMMr+ZFP5NLkvIYjaB3OYwv5QtuZNgJtmtYzjJPEgqrxLF7NLpabxFEUcJ4QWHgGkJqSRwO6m8hg89MVTQqWUim1yW40lLIpjhMGinmRLMdgM457CIPP7Ai06EMwWD5QmXQMaRwG2k8wG+lkJX54uJXIo4jBdtnQYULeIIhezGh/6E8bbDe2YKMVueKPNnBMWcLg2il72/AUjhP5RwljA+tATjrdu4mwTGOh17gBLOYqQ+UXxR5ljcShof4MMAjDiWAKjq9VBCOin8B3eCiWA6RkvgHyCHpaTwPOl8SghPOaxfiowFWp5iUH9b+Rnwx/8kaN6wF3gHSmDy6Go4vh5u/AwiW1/4dgRGQXRHCbpmJUrQ0t7xtdLWLtdXHlhe+V8IayYlV3xqQU6SBNV/uh+G/xea9K9ZG1uNgLDmsH0WhMZAE0snaVhzeY3fBttmQr2uENkG3IyQfAB2zpWA7y3fgpeL0khr3pdlG/WBBj3hyCrY+Jl0cFiDyZU5uVlKftRu4vze4d9hz3zpoKjbGcxmSNgFsV/BqW1w4zRwr1HotXpaXCMdH/t/dR1E37dYXltWktRS0+NcFdnJMPsO6Who1FtK4xTlQfpJ6eTo+zAYLMcqLQ6+Hy/B88Z9IKSJPBGwZ750ivzrcynLUlPuHhDREs7slDZUUY3O5PHjx2uymFJKKfW3VMgesvgab3rgzyjyiSWbuZjIwYc+pPISPvTFi7bksZYsvsENX4K4p3QdFytrrJjTJHInHjTBn2sp5pQlE24iUfyAO7VxI4BA7iGLWYCUf7DytpQbMZFBGv/Diw740As3AikmnlxWk896wvkML6r6paCYJCZhIhMfBmAmn1x+4yzPEoY/PvSocGl/vDiDOxkEUxsf/JAbRyN1SMWMGfAinnTew0j90sxFEymc5XWHY2st15FKKLnMJZ+N+NAHL27ATA4gX/iTeJACtgKSzePHNeSxlrM8Ti2eJIAxpe1L4UVMrMZIR35gLCHkMIXP8WYVYbyBN93JwosfLbXT7bPvPGgM4DIn2trWk/xCJp87ZfellglimCkgiYkUsgcPWhDIzZSQSi6/kcRGBvEa1zGQdMxsp5hFnOB3evMsOczBjDuG0oz6dIKc2mPGTCpmh9xrsyUobcDbKQvP3lmepYjD+NAXMwXksIQkHiWS6aTwGoFMJoXa+HIluSwjmYeow3zc8McPSMVMPttJZhJmivDlKozU4Zgl8OZOLCV0cnik3uAi2B9g2b8Uys+ySeN9CtiGD31www8z+WTwGWaKCEa+jPlYsmjl3/3wIIY0vFjCSJrhxpf4kssH5LEGLzqSQUPmWI5YBh9RyB7CeMuurc5XgPU4ZxBMHqvJY63lWm1HLn+SiRcepIGL455reSrEjyNoEF1dTgwYnTqYAZflMMqTxfcY8KEWTzusy4AHQTxAHmvIYalTEN2PYaUBU5nfQDAPkMsycljgFEQ3EEAgdzlM86EnXnSjgM0Usg9PWlJCOrksw4uuThnH7oQQyO2k8Tb5bMaHPpXsnRkDnlDm6RcD7hjssrVzWARAMA+VBo0BjEQSwC1k8DE5LCGI8ZVsr+pKSAZMuFXw99NVJ4EBT8s+Va6Q/RSyEz+udQigA3jQAH+uJ4tvKeSwU1mXYO4vcywiCOAmMviUXH5zOr9VvR5yWISZHIJ5yiGALusYQibfkMtvTkF0ADdCKOYkZswu/86rvwGvQLh7oXOd5pQjMHscrJ8Coz6+OG1pOVQCpAeWQJc7HN8rDbAOrXw9Y7+HoGjHaTln4bvbYc0HNQ+itx4BGacliB4WAz3LdJLW6wr3LHXO7N67EH6bDDvmSOZ3WUkH4LbZtlIf3cfDjJGw43vJrHZ3LqPnoDAXzh6GqLauBxRtORQ63eq8no3TYONUOLRMAtwXWlA01GkPJ2PlfNiXNsnPgOPr5ImBkIYVr6emx7kqDq+Agizo9zh0vNnxvfwMCdhbrXhdAuhXPQdtR9mm7/gBfn8TVr5x7jXdw1tKmZ6EPRAUU/n81DCIrpRSSimbfNYTytulj2KbKSaB28llCflscAgoBzGB04y0ZDGNK/2Cf7GyxgrYRjCTCOTO0mnpfEIm08lmAUHciRsBBDOhtNasq0w/NwKpw0KnzK1CjpDIODKYQjhV+1JQQjKetCKCqaX77cfVJHE/WXxbaRC9JUEcoog9dGAAmQ7tXWepl92A7aXH9jQGIA9/RuPG9w7H1hcDDcnhBFEc5QQd+ABvujtsL4NpFLCVQMZbgjAmQngWEzkkcR9pvIcPA7CGOYs4gA/9MfBfcsihG34040XMPFuafXeCoRRYsgjts+88yINyBgi1DrK5izD+VSa77wwmUixBf6tMvqaQPfhyDbV5ufQLewBjSGAcKbyGNz0Jxo/+eNCFvZzlFLvoxEnMNMRAc9z4HdhNS64s057dmCgA2tkF74s5BoRhKCcj2spEBpHMxs2SLe5NT1J4lkTux4fuNCeKVZgo5hWCiSGdD8nmFwK5jea4s4USNvI1jcl3yE48RgFQSAN2kc5aavOfCtvRwFLp9jCNyXZR8xakOEwUs3EnFDeyke6MALL4niDuxYCH0pTgGQABAABJREFUpRTFSUAC6v6M4KQlU7Qb7nhjwMhdliCfO9spAvLxpBV+XEsO8ylgO1D+DX0z3IEi9tKOXnxMBFPxstRVPk4hJRRgppACdjnVoj9FMFBIXTaBlhFQlwk/BpPOB5xhDL5cjTed8aJDtQZdNJFPEYdxJ4xMvnIxh/w9LeK40zteLuqSG4mylOY4ipkihyCsZMU7/23zpoMliH4AT1pSyB6gBCgknakuWnSytE0VBdHd8MebK8hnHQncii8D8aYznrR26niwPpHiXNYEvOlCBvK37HwyWZ5Qsi+9YuVBQzxoRi5LSSQJH/rhTRc8iKnWAKQF7AYkg9/VsbSe12KOlwmiu+NJO6f5vegIuD4WVb0eCi1tKmA3RZxy0epCTKRTQrpTZ5B0LpdgJgtDBR3N6i/M6Ol6oMPaTaBeZ4jbKKVULkamcrOB8PtbkqlsH0TPz4JjayVw7SrTuqyyAXSQgG2zAbB9jpTgCIxynudclVdGpOUwWPWWlFNxFdztfrdjQNknGBr3k9IfaXEQ2tR5GXs5yVKnvbztlzeQZYd/SRD9xOaLE0QHCeif3i4dJZ3sOgYPLJPM+6q0o6bHuTqMLp668rZL0MlMgFOxENIY2ox0nK/daLnOTm6R8jnnMvCtdV+zE89vEP3EiRMA1K9f3+H3yljnV0oppf7OvOjiUMvUgBFfriKDQ5bMUFtGtht++NCbHOZTQiJG5Eb0YmWNuRNNAGMdpvlzHZlMt3zRrxoDnk4BdABPmuBNZ/LYiJlilxmFrtTiMYf99qYb7kRRiHPJuLKGY2Q+RXzPHfQoU5pjGoUA9GcpwaXbkCCKG/4uj+31xPMeMUxnMh+W+dKdTwlnWEoQdQliAvb1y93wI5DxnOUx8lgJdiVxDHgRYsnBO0AJ+ZjxtmTfZWLmLbsBI6uqA+7UoZit9GQPx0qvQDNmplDgVJlcOkWMBDPJIePNkxYcZgJN+Ig8VpXWLi/GQLYlGGK91b0aD6aRyzyGchMmwizBjyLMfEgBAMPtzmMxSUgQveIsnyDuLw2gA/hyFSkYMZNFMI/QGQ9WUcBuSujPENL5kCIOATAMD7ZQwldcx2uYSgPoCZj41jJIbH82kUscITxbYTuMGBiFB9/gxzTG8qYlA992DP2ozb0Og62CG770I4eFFBHnlP1oFWVZz05KMGEurXGeiImPLMdOclv/RQ7zyWczFQXR+2PEj2JWcg2jSaO+JeBTjJlP7DpeCtnjFETfTQnuFNOM9ZoBqS4bAdyOG0Fk8yNZzCSLbwB3fOhNLR4r/f+yIiYykeImSWQyrdz5zC7GnnCntst53QmhhNOWgU6DHaa7Ys3ENlmKLkmboIAdFZbucNWmskJ5k0y+IIelZPAxGYABP/y5liAewM0y9LW0NcLlOqx/v8xlOlrPlTXL3Gz5f9fxPSPhfEIGn5HHStJ5DwA3ahHAvwjkLqcSMK5YA/X5rCWftRXM5/h/qhvBLoP11nNuKi2Q5fye83TH68Hapmx+qLDtcn6Dy0yTv/2uhyxXfxtJB2Dr1xLczEkBU5nkiPz06g2IWFNe/tC4r2RGJx+UoDnAoeVQUli1LHSAjFOwZYYEMbOTZVl72ckXJogOUtd750+QvF+C/2a7u92cZNfLhDsP9EyA5TtMQVbl28yzlDD0cu4gBKR8y975kql99ojUEDfbjXiTXU67LoRmg2DV2/JkgX0Qff9iyaJvPqRq66nJca6KRn1h3RTJJD+xBRr2hLqdIKhMkliypWOzbifHGukg5YaiO0LacbmOzyWIbg3c56VXeZEqfbNt2LAhBoOBvLw8PD09S3+vTEmJ88BSSiml1N+Np4tAl/VLqifNy32vhOTSoMDFyhrzdJH15W4Jhrv6ElmRQg6QydcUsJ0SUiibMW0ivUyw0TUDAS6DI0bCKWBXpct3wsgYPJhDQ+7nSQZavjyvpJhEzAxnAW04WOVjex2n2Uw867mSUeTQFyN+GEjAxAYKuY9G9OYMGXxGMVcBEaUZcSZL+RD7LEcjjchlKSUkcS338wNNuZkc+mAkB1hPMVEYqG1Xz7Yq3DDwHL48Qi7P8i/6spJwgthBQ1LwohluHLIMWyn1weMx0giji8DKy1yHN71pRQ4NyKcY2EAXjuNHP5KIsgwSVxc37mA2X3AbN5HLIIz4AKspIQ4T/TAy1O720no8KguOlP0MGXDDnRDM5GMkkn6YeJcCNlHCVXafH4BhGFlGAuvoxCSa0o988oBlFJEBPIIX9Qkhn4MUEQdUXD9xIl5sZSer6MON5NALIx7AMUYQy/18So5T95HtM1T+l7FQ3BiAkZUUczu5dMVAIsfZQAht+ZNT9KaArSTwqMP+lccfAw9yiDdoyUOMZTD5+ANrKcELqG15CqPs5zoXM7sooQMH8SZHMyDVZcOAAX+uw5/rKCGdAraTy1JyWUYxJ4lkVqV/S9wsT5B40pJIvqnW9uX/MVfTU5G/Sn4upjszWaZbM+gNluUCuM3lgKbV4YY3wdxPMPdTTLylfNyPZDELM/mE8LxlPr/SdjjvT4pDu84XN2oBtk6DstwJJoSnMPMkxRwnny1kMYcMpgJGghhXhW1Im8uWTauMiXTMmJzuf6zHwtXTDlW9HqzHMZLZ5Xailt+uTEuhtKqVs1F/Qad3wI/3yb8bdIdm9cHD8gTLkT/g7EEodu54umBaDpUg+v5fbUH0/YvB4A7Nr658+fSTMOsOKMyRTPpGfcHLDzDIQJHx25yD6ufL1pmw5j2pw16/h2SAWzOa/5wFxUWul/N08bfOYPm/xFSFmKV1G+Wdp1VvSWmYgAjppPALtZV22TTtwh0PV7wDpNb44ZWQchRqN4b0U1L3u+EVVRsUtKbHuSqC6sCYL6Um/fF1ci0C1GoIPSdCjGUsrEJLJ2957bV2OhWeY2dwsSWJxVj1jswqBdG/+OILDAYDHh4eDr8rpZRSqrwvou6Vvme2CzpfrKyxskEAaaP1dqDqnd8F7CAR+VLgQ3eM1C8t2ZHHHxRx0GU2mus2lfeovjtgKuc9R0/iTSivsoyb+dnyRb4xbkzAiw68j1s1jq0BeJyXuYIoltCKRRRhBsIxMIAsmnCQIpIp4igltAIinDIezXZZcLV5FT9L9t2NTMSDm1jFUH4ggtoYGYKRe/HiRjKruLc2PfDiI/KYwlnW0A5P8mnHeh7lOz7iVSgN7uZY9tf1zegEUljNYQ7Qlk0U4Y2BOpQwgf9xI50B2+O917GYSBJYwtP8ShFFQH3ceAQvbsLDIavZml1nrmTPXF8D7qWfnzq40QN3VlDEk6XZjsWWbRh4kdV8y1nWMJY5FOEBNMedW/GkH0ZSSs9z5R1FXhh4mddZxGDWMZafLdnsoYQwmPlE4ypTyxrYq/gzNBlv6lDASoqZQwGhwHUs4RZOM4zeuBNFADdbAmKVf0m5mkTMfMvPPM0iPPDHQF+MPIQXt1ieRjCXadNKiikAruYPQDMg1eXJnWB86Y8v/UkknQK2UMxJPGiItR542Wsb5P84I40o4hgmslyWFilPAdvxx3EwtmLOUEIiHjR2eqKmkAOYyHUq6ZLPdsDWie5FK8BAATur3JaqMBKNP9H4MoR4BpPL6tIgugfNKWALBex26kCWQcVdd/KfC3fCcCPI0llZPgMGPGiEB43woS+nGU4eq0uD6LaOEuf/Nzwt+1LArmoF0aGEQnY6lWgp4E/Lep2PRVWvBy/akMfvFLKrWkF0E3mUkIRnlcePUX9Jm7+QIOqNn0N0B8f3EnbD2XNYt3UAULOLe4/Ccu53GvaU4OiBpdD7QSmbEb8dGvSoWjb8tu+gIBOGvOycub7i/ySIfiGYimHT59LGW79zDK6azZLpf6H4yvcK8l10EOamSo3u0GYSHPawu6fKOStB9HNhcANTOfeD5Z3jlkMliL5vMfSeJJ0k1umVuRjHObSpDEBbUgxJ+2SA3e2zYfGz4B8qg/BaOz5yXXcGk2vp5HTVQVId+ZanDKznuAqqFES/8847K/xdKaWUUuemulljtmwq5xvn6maU10QGXwCFhPM53mW+lBayuwrhv/PvKpYwlCQi7Eq6AJwqc2y7YCTWElgpKCcjzwAMI4ExdHWYXkgCCSTjwwDC+K9dxd1Yp/ZMtvwIW/bdPWzhJp6jmDiCeKA0cPAt8y3B+E/t1uFjtw7XuhDMlwRjxmzJ7ssji0JeZAxBPACMK+08KS9z8lqOcAUvEMCt1LJkQmfzO6kswEgnp/m7s41RldQ5BwmE/cSV+DMa7EqpTMCLCXiRyJHSQiaVuQ1P7iePFRQ7hRw88OM6PuEOIgnkDqdlbZ8hf0bgwQg8OMFv4KJGrrQ7netZzAOWjiKAFN4hh4UE2AXRF1iC/+ku1vE+20nlJeDF0mm+GHgEb+5jD4ncgTc9CeM9DLhbrqAAChhcOqjvZ1U4xt1ZxzVsxZ8RDtPncpQkJoLdAMYAv1BEfQx0Zq1mQKrLSj6xeNHZoSPOTHFpuQxruRCpI22ghESX6wlgDGm8QQqvUpvJDqWiAIqJR7qP6zhMz2ERAYwpHUzSjJl0pgAl+JX5fMn7WWTyBcFMKp2WxwYK2IwHTUoHLnUnFF8GkssyMvmaAG53KqFUwG48aFpajsWVEtIoIcUpUGsiCzOFpYMZgwyKWcAW0plCOB+WdpYXk0AW3wLu+FGFrNNqMGDAi47ksYoS0nDHFpQo5jSA0zG3/p9k/3fIOgh1sYvz60UbPGlDLkvJoS9+DHZ434yJAv4sHQTdXjofO4w5U0wiWcwGPPEtsx6o+vXgx7Vk8AXpfIwn7fC063QGa53+Q05ltQrZB5S4bKv6G8k4JSUjygbQi/Ihaf+5rdvb0knoqlxIUjlPr7oZoflgS03pWEjYBZirXrM7w1L3v0k/x+lms2TdXyh56RI0rt/VOTs5ca8to/hC8AuTc5jmooMwIx4wQ/1ujgF0kM6Jc+UdIIOamoodB90sypOnAlxp2Fvae2AJXHE/7F8iweay58yVi3mc3Y0yWGtUWwiuC0tfhKNrJYgeZunYjN8m15Z9ErfZLIOBgu1pipqyntPaVe8APa+jFxQWFlJUVISf3/l9NEwppZT6u6tu1pg1u67YRcmHovM0WJgBN4dseXvFnMKNIKcAuol8CjnHLwXn2fnMyPOgIQb8KGRftWq+w7ll353r+t3wx0g0xZykmCSnevYFpcfhHG9Gy/CgCeBWaWZiVXTDSC/cmU4hb5cJQHlYzl8+W52C6CbyKGQvBrzwsCvl4kagy89PMacxkwXVGMzQlYo6uootg8/5cIVTeQprZuSFsJlitlPCm7gBiXhoBqS6jCTzBG744UVb3IkCislnE0UcxYerMCI1dt3wxZNWFPAnZ/k3HtRHukKHYSQKf0ZTyG5yWMgZduBFN4yEUUIqRRynkN3U5lWngK4PPUhkHL4Mxp1a5LOFQvbiSVuXWc9edCSLuZb/W9pSzGlyWW4ZA+PfDvPW4hmKiCOdD8hhMV60xUAAJSRSyD6KOUE0S6DCIHoSCdyKBzF40BQj4ZSQQR5/AMUEYqt/68cw8vidPP7gDDfhQx/M5JHLMkxkEMwj5zxQuSs+9CePVeSzySFIX8hBzvIknrTGg0a4E0oJSeSyCrmjuaV0XhlY20AGUyjiKG744UZA6TkI5TUSmUgKz5HFLDxpgQEvSkiggF2UkEZ91ju0y51QzORZjkVfh2NRiydcjvFS1evBnVqE8hpneZoEbsGbnnjQEDOFFHOGArbhRTvC+dBh/flssmynCoEt9dcVEAVpJyDliG3QTlOJlMvISzu3dUdY/g/ft0iyjK2Z6ad3woFfy1+uxVAJou9bLEF0Dx9oWna4+HJY60/Hb4dGV9imb5kh+3ih+IZISZGkA9IBYQ1Y52dKOZULyWCQGtxHVkFummPWsrX2++mdUgfdeg6yEmHdR+e+7YhW0tmyfwm0sjwZYzbLuovKGUfD3Qgxg2HnDxD7NaSfgFYjqlay5EIf58R9EFxP6vPbs2acGy0dqoGRULeLDC66Zx60ud42766fIPUY1Ot6bvXQARL2SNZ9rfqQ6boUWVk1CqLPnj2bTZs28e6775ZOe+mll3jttdcwm80MHz6cb775Bn//6n/5mDJlCm+99RYJCQm0b9+eDz/8kG7dupU7f3p6Os8//zw//fQTqampNGjQgPfee4+hQ6s4KIJSSil1Gahu1pj18d8cFuHH0NKAXQE7yaGCG+dqkMeyj2CmoDQD0MpIFPmcoJAjpVlXZkpI5z1MnOOXgvPsfGbkGTASwA1k8hVpvEctHnEKpBdyGHdCcCfkvGXflac66/djOBlMJZ2PqM1LpZmQhRwim4UY8MfHboDc88GNADxoaul0cK5HW12P480Sikgl1KGKvhftMVKXfNaTzya86V76XibTMZGBH9c6lGPwpBX5bCCfraWZgGaKSONdzgc3ZLAiV+fTGgwsYAcB3FQ6vZAjZDLjvGzflWzMPIIXV7CbJM2AVJeZYCaRz3oK2IOJNRjwxkhdavEM/lzvMG9tXiaN/5HHWnLJBsx40QEjURgwUJvJeHMFOfxMPmsxkYs7IRipRzAPO/yNsArgVnzoRxbfUcQp3AkkgJsJYqLLwZGNRFOLZ0jnA7L4HjDhTWeCebA0C93KnSAi+IJsvieXZeSwBDDhRiieNCOIux0yyV0xUocg7iWfWArYTC4ZuBOMJy0I4CZ86FU6rwEDobxJFrPJYSFZzMGAB540J4Bb8b1AgVs/BpHOu+SwuMw9S0sCuYN8tpLHOkxk4U5tvOlGIGMdsrQ9aEwIL1oGl50DFFpKXY2xHIdooviWTL4lj1XkMB9wx51QvOiIL1e5aJkH4UwhnQ/JYTEmsvCgIbV4stz//6tzPfjQm0i+JZNvyGcz+WzCDR/cCcePEfjhnOWbwxI8iHE5Xov6G+kwBk5shO/HQ7OBEqA8tRWyk6BuZ/l3TUW1hTrtZYDP2eNkEMbMM3D0D6lVfuR318tFtoZaDSRT2VQsAXgPH9fzltVuNOxdAIuekkEsfYLgzC4JujbqDcfKH/D3nBjcoN2NsG0mfHszNOoj9bCPr5dAtl/YhdmuVZP+EkQ/sQla2P3N8AuFpgOkfMp3t0tGem6KZFTX72rL3K+p9v+S4738Fdm2T7B0YBRkQWiM1NR3peVQCaJv+NT2e1Vc6OO8b7EEwaM7Sva5px+kHoVj6yV7vtW1tnkHPAM/jIflr8HRNVLfPeUIHF0tJYkGPHNubUk/BZnx0O6Gai1WoyD6O++8Q8eOHUt/X79+PS+99BLDhg2jZcuWfPjhh7z22mu8/vrr1VrvnDlzeOyxx/j000/p3r077733HkOGDOHAgQOEhzv3DhcWFjJo0CDCw8OZO3cu0dHRxMXFERwcXJPdUkoppS6Z6maNedEWL9pTwBYSGYcXnSjhDLn8gQ99yaOcG+dq8KILhewliYfwoiMGjHjRCW86EcAY8tlIIuPxYyDgRQFbKSEJLzqXZjZfDs53Rl4QEyhkP9nMJp+1eNHREjBPoogjFHGQCL7EnZDzmn3nSnXWH8hYS8BpMcUcx5uulJBKLsuAEmrzgsua+efKlyvJYCqF7MKL9ue0rgaWOvcnSAbqlU434EYIk0lmEkk8jC8DMRJFATspYCtG6hLMgw7rCuBW8tlIMg/jyxAMeFsCHwFVGhC3Mp60xYAXWcyyBIyCAQhiPJ60xpPW5LKMRM7iSRtKSCCP1XjTmzxWnPP2XRlgCfykawakugwFcAMBVO3LrAcNCOf9CufxYxB+DKpWG/y53ilgXxFPmlTaDis3vAlkLIGMrVabbMsHEMS9BHFvleY3YCSQ2xwy1MvjTRfquyhLVrY8WuXb9MKfG8hkBsWcKe0wNBLhUPamMv4Md6pHbs+NQIK5j2C7kluVcSOQEJ4vrRtftXZU/XrwoCG1yzyBUJ58NlFCPEGVFmxTf3mN+8CwN2HLlzKYp4c31O0KI96CjZ+f+/pHvAOr35XgdcphCaxe+66UeCkviA4SVF3/ify7RTUSUMNbwMiPYMMnsn6DG0S1gzHTZaDUCxVEB7hiEngHwt6FsHOuZE03HwI97oVvqjNGQg3EDJLjvH+xYxAdYPBkCKwjgfTtcyQ7utMt0OVOOHSO93OhTeH6DyXz/NAK6exodAX0eQQWVRBEjmoLwfUlC90/QjpsqupCHufmQ6CkQEr/JO6R8QL8I6RzpvNYyUC3CmkIN38jg5DGbYDjayV43mqEtMX6FEBNWWvFtx1VrcUMZrPZXN1thYSE8PLLLzNpkvxHOGnSJH766SdOnDiB0WjkiSeeYP78+Rw8WE6vSDm6d+9O165d+egjeezBZDJRr149HnzwQZ55xvkC+fTTT3nrrbfYv39/6aCn1ZWZmUlQUBAZGRkEBgbWaB1KKaX+mfKJJYmJBHIPwUxweC+bBaTyEiG86FSrOJ2pZDKNcD61BE6FmeLSrLEiTlSaNVZCOum8Sx5rMZOPBzEEMYESkp22XcxpTnMtfgyntosvbSfoghedHL4wm8gljXfJZw0lpAElDvuaywoy+JJijmPAG2+6EswDZPA5OSykDvNLM6TLO1bxlvZFs8CpTYncSwHbXH6xd8XVPtTk2FZ07mzrKyGHeeSwiEIOY6YId0LwoDE+9MWPYbjhQzGJZPMD+WylmPjS7DvJynPMvpNtLySLmRRxAmv2natjY1Xd9ZvII5OvyOU3ijmDAW+8aEsgdzmV5invOFR0zly3MZnTDMefkYTgeD9X0TmuaDvlnetCDpPBNArYiols3AnDl/4EcndpENteLsvJ4HOKiMONQHwZSDAPcMbScWG/7RQmO13XVuV9pvNYSwaflT7RAZTuawlppPMh+WzARCZG6uHPaHzoxWmuc/qsujpWFV2rFf19iuc63PAjiu+cjolS/zTlfX7LU9n/p/90JnI4zUh86EftagSsL5Tq/p9V3euhJhIZj4lcIpl5zk9oKaUukvWfQOwMuPOXcw/gqkvLVAwzRknnxw2SrV/V2HCNguh+fn68//77jB8/HoCYmBj69OnD9OnTAfjiiy+YNGkSubm5VV5nYWEhvr6+zJ07l+uvv750+h133EF6ejrz5s1zWmbo0KGEhITg6+vLvHnzCAsL45ZbbuHpp5/G3d3daX6AgoICCgpsxfAzMzOpV6+eBtGVUkoppS6Qs/ybfNZRhwUXJNtdVV0+m0jiAUKYXGGmp1L/FBpEP//y2EghewnkDqdxHy62yy2IXkIGWczGl75OZX+UUpexwhyYMRIa94OBl76DUJ2D3b9ImZhbvpGnK6h6EL1G3Z6NGjVi+fLlAMTGxnL48GGuvtr2SENiYmK166GfPXuWkpISIiIiHKZHRESQkJDgcpmjR48yd+5cSkpKWLx4Mf/+97955513ePXVV8vdzuuvv05QUFDpT7169cqdVymllFJKnbtg7sdMgaW+rbqUMpiGBzH4oeMHKaUuDB96EMRdlzyAfjlyJ4hgJmgAXam/Gk8/GPKyZKGbnAeNV38hBoN0hFgC6NVatCaZ6B9++CEPP/wwbdq04dSpU/j7+3PgwAF8fGQwguHDh5OTk8Pvv1e9Huvp06eJjo5m/fr19OzZs3T6U089xR9//MGmTZuclomJiSE/P59jx46VZp7/73//46233uLMmTMut6OZ6EoppZRSF18OyzCR4jCQprq4NANSKaWUUkopR1XNRK/RwKIPPvgg3t7eLF68mM6dO/P000+XBtBTU1NJSEhg4sSJ1VpnaGgo7u7uJCYmOkxPTEwkMjLS5TJRUVF4eHg4lG5p2bIlCQkJFBYW4unp6bSMl5cXXl5e1WqbUkoppZQ6N9Ud4E+df9YMSKWUUkoppVT11CiIDnDPPfdwzz33OE0PCQkhNrZqA4DZ8/T0pHPnzqxYsaK0JrrJZGLFihWlA5iWdcUVV/Ddd99hMplwc5PKNAcPHiQqKsplAF0ppZRSSimllFJKKaWUqo7Laijoxx57jGnTpvHVV1+xb98+7rvvPnJychg3bhwAY8eO5dlnny2d/7777iM1NZWHH36YgwcPsmjRIv7v//6PBx544FLtglLqYpu6Hbp8DbGux064aO5dKu2wF5sg06Zur9669qdAt29gydHz1ryLbsFh2fcFh23TMgqg3yx4f+ula5dSSimllFJKKaVUNdU4E/1CGDNmDMnJyfznP/8hISGBDh06sGTJktLBRk+cOFGacQ5Qr149li5dyqOPPkq7du2Ijo7m4Ycf5umnn75Uu6CUUufu3VhoGAiDG13qlpxfQV5wUwv4Zg/8qzlEVW8AaqWUUkoppZRSSqlL4bIKogNMmjSp3PItq1atcprWs2dPNm7ceIFbpZRSlXj5Csg/D6N0bzkDWxPh3z3BzXDu67vc3NwSvtoD03fCC70udWuUUkoppZRSSimlKnVZlXNRSqm/rEh/aBh07uuZexC83OGqBue+rstRsDf0qgNLj0N24aVujVJKKaWUUkoppVSlLrtMdKXUJRabABN/g3vaQfco+Hi71Oh2M0DXKHioE9QLdF7ucBp8vlOyqLMLIcwX+tWDu9tK4NTeiB/ldc618PGfsDxO6mU3CITx7WGgiwByQg58sBU2noYiE7SsDRM7VH//9qfAF7tgz1lIzQc/D6jjb2lru5rv071LYVsixI6tfpusMgvgj5PQOxr8ywyOfDobrv0JhjeB21vLsdiRBCVmaBcGkzrJMSnrTDZM2wkb4iGtAEK8oUcduLedBP5d7cPG2yRTfOEROJsHUX6SQX5jC+f1ZxTAlD9h1QnIKYImwTCubcX7OaghrD4l5/36ZtU5QkoppZRSSimllFIX3XkJomdkZODv74+7u/v5WJ1S6nKw+yzM2A0968CYFnAkXQKl25Pgy2ugboBt3u2JMGkFFJVIBnUdf9iZDLP2wZpTMOMa56BzsQkmLYfMQhhQX0qh/HYcnv0D/AdKoNfqbC7c9Ssk5Up7WoTAsQx4YBl0iaz6Ph1IlfW4uUG/ulKTO6tQ1vXzIccgek326VxtS5Tj0ias/Hnis+DuX6FFbbihuQTJl8fBPUvh00GOy8ZlwvglkJYPfepKgPtIOsw/LPvw+dXScVHWc6ulk6FXNLgbYFkcvLkZjG4wMsY2X34xTFgKh9MlkN8pAhJz4NnV0COq/H1oa2njljMaRFdKKaWUUkoppdRlr8ZB9NjYWF544QVWr15NYWEhv/32GwMGDODs2bPcfffdPProo/Tv3/88NlUpdVFtOA3P9oDRdkHTHw/C6xvhnS3w7gCZZjLD5PUSUP3wKugZbZv//a0yiOQH2+A/ZepfJ+dBq1CYOhg8LB1wVzeC+5fBt3sdg+gf/SkB9Ps6OAa6fzoI/1eNMREWH4VCE7zdF/rXd3wvPd/275ru07nakSyvLUPKn+fPJLizjWSeWw2PhwdXwKsbYPa1tumvb5QA+nM9YJTdefxhvwTF39gInwx23kZSrjwlYM2Gv6kljJkPM/c6BtG/2i0B9JHN4PmetulDG0t7ylM3AAI9bfurlFJKKaWUUkopdRmrUU309evX07t3bw4dOsRtt92GyWQqfS80NJSMjAymTp163hqplLoE6gdKcNTeyGZQPwDWnpLgLEhJkVNZkrVsH2wGKQkT5AlLj0lGd1mPdbEF0AG6RUnpkL1nbdOKSmDZcSlDcltrx+Wvt7Snurxd9B/aZ5Wfyz6di6Qcea3tU/48AZ5wV5lyKT2joVukBLT3pci0hGwpzdM4yPk8jm4u9du3JEiZnLImdXIsJ9MwCNqHS2Z7TpFt+uKj4OEGEzq4bk9FQnwgORfM5ornU0oppZRSSimllLrEahREf+6552jZsiV79+7l//7v/5zev/LKK9m0adM5N04pdQm1D5M66PbcDBJMNQMHU2XaActr5wjndfh6SJ3ughIJwNoL8IRoFwHwcF/IsgvUxmXK8i1ry4CbrtpTVYMayDJPrIKX1sGSY5J1XVZN9+lcZRTIa9l66Paah0gbyupgaau17QfS5LVTBBhcnMeOluNmPY/2WrjIhI/wldcsy2Cg2YUQnw31AiDURdC/g4tjZy/QU+q5Z+ngokoppZRSSimllLq81aicy5YtW3j99dfx8vIiOzvb6f3o6GgSEhLOuXFKqUuovGzoEEvGdnaR42t584f6Os5n5e8iEAzg7iblVKyyCx23W157qqJNmJSP+XKXZJIvOCLTW9WGhzrb6qvXdJ/OlZflT3JhBRnulR0H6/GyZoyHlLcPPo7z2XMVxHe39Llaz411uVo1PC8Fln109VSAUkoppZRSSiml1GWkRtELDw8PhxIuZcXHx+Pv71/jRimlLgMpea6np1rKuFiD4NbX8ua3Ti8vaF4Za0A3Nd/1++VNL0/HCPnJL5bBU9ecgrkH4OEVUge8bsCF36fy1PKS18yC8uep7DhYj5efpW2p5e1DvuN81WVdLq2G5yWzQNbhqQNSK6WUUkoppZRS6vJWo3IuPXr0YO7cuS7fy8nJ4csvv6Rfv37n1DCl1CW2I9kxIxzk9x3JYABiLCU/mltetyY6ryOvCPamSBmWBoE1a0f9QFl+X4ote7lse2rC2yiZ5492gXFtZd2bzsh7F3qfytO0lrwer6BMzIFUyHWRPb7d0lZr25tb1rUtybnuuNkMf1rmj6lgENOK+HtCtD+czIKzLgL1210cO6u8Iimj0yS4ZttWSimllFJKKaWUuohqFER/6aWXiI2NZdiwYfz6668A7Nixg88//5zOnTuTnJzMv//97/PaUKXURXYiE34+5Djt50MyvXddWxmP9uGSvb0+Hjaddpx/+i6p8z2kkeMAotXh6Q4DG0hm88w9ju/9YmlPVe1Mdg7Egy2z3Fpz/ULvU3k6WeqI7zlb/jxZhfDFLsdpG+Jhc4IEpVvWlmmR/tJJcDQd5h12nP+nQ3AsA7pGQqRfzds7tDEUmWDqdsfpG09Le8qzL1XqobuqOa+UUkoppZRSSil1malROZfu3buzePFi7rvvPsaOHQvA448/DkCTJk1YvHgx7dq1O3+tVEpdfD3rwNubYd0pCc4eSZfSJ8Fe8HhX23xuBpjcCyatgIdXSsA7yk8C1lsTJRj9YKdza8uDnWBLAnyyHXYkSbb1sQxYFw89omDjmaqt56vdEJsgweo6/hKgP5AiAd9of+hf7+LtkyvNakk7ygbu7XUMl/Izu89C21A4nQ3L46QD4N89Hed9pjuMXwKvbZBz1zhIzuPqU9IJ8kyPc2vv2Naw8oR0rhxJl+OamAPL4qB3NKyNd72cdf/61T+37SullFJKKaWUUkpdBDXKRAcYMGAABw4cYNu2bcyZM4dZs2axefNmDh48qKVclPo7aBMKnwySwTNn75fgcf/68OU1EkS21yECZlwD/epJFvI3eyW4e3NLmV7e4JNVFeoLX1wNgxrCrrMwa79kg08ZBG3Dqr6eG2IkUH4iExYegR8PSCmScW3hq6GOA2pe6H1yxWCAUTFwIkuC5K5EB8D0ayRo/v0BCYh3joTPr5aBU+01DIJvhsHwJpLd/vUeKUUzogl8PfTcy9H4eMBnQ2BkMynrMmuflKJ5vS9c1aD85ZYcg5haco0pVRXTR8jP313GaXivCyydXL3lspPho96w+YsL0qxqWzpZ9iOjgg7Bv4u/2r6u/xim9IWclEvdEqWUUkoppf5SDGZz2WK5/yyZmZkEBQWRkZFBYOB5rm+s1F9RbAJM/A3uaQcTOlzq1vzzZBTAdT9J9vsLvWzTT2fDtT9JQHzyFZeufedq02l4YLnsw/Aml7o1qjpOxsKPE6H7PdBzwsXdtjWAfveCi7vdiy3jNHx5LbQcDkMmV325316CY2tg3Hzw9LVNf68LRHeCGz87702t0NLJsG+htCeozsXd9sX2V9vX/Ez4YgQ0HwJXPXepW6OUUkoppdQlV9XYcI3KuVjt3buXo0ePkpaWhqtYvLXUi1JKqSoK8oI728Kn2+HudhDlf6lbdH5N2ylZ6EMbX+qWKPX3kHYC9i2Cbnc5BtCVcsU7ENpcD3/Ohq7jIDDqUrdIKaWUUkqpv4QaBdGPHDnCbbfdxubNm10GzwEMBoMG0ZVSqiZubglFJZCQ8/cKomcUyGCmfetJ3Xml1Lnb/TOYTdBi6KVuifqraHENbPsWdv8Cve671K1RSimllFLqL6FGQfQJEyawa9cu3nvvPfr06UOtWrXOd7uUUuqfy8sd7ml/qVtx/gV5aYmgv6oNU2HTNPn3pmm2f4NjGYuSItgxB/b9CmlxYHCDsBjofDs0cTFeSkkR7PgeDiyF1OOAGQIioUFP6D5esmbtFeZKTedDyyE/A2o1kPmaDXScr7TExjw4ugZ2/gCZp8G3NrS+VpYxlBkWxlQM22fD3kWS3e1uhPAW0OlWaNzXcV6zCfbMh10/QfopKC4AnyAIay7z1+viOP+e+bDzR0g9Kr+HNIZ2N0Drc6zzbjbB3oVyjGvZDdRrLb0DEL9NyrpYDXrRcbtHVsH2OZC0X/YjuC60GgEdbwE3d+dtHlkFO36Q+Yvy5JhGd4Aud0Bo07INlIznyo7/ngWw7CVpm38YbPwMkg+A0Rsa9Ya+j4JPsHNbjq6WYHDSfigplmPQahh0uAncytzinoyF2K/h7EG5drwCILg+tBwKbUfZ5rOWwLn6FVjzPpzYBMX5cm57ToD63cs7GVXb1+oed/tj4xMEW2bA2cPgHWQrb1Tdz114CwiuJ9eOBtGVUkoppZSqkhoF0detW8dzzz3Hgw8+eL7bo5S61LpEQqw+RXLZqeOv50WdP8UmmL5TBnlNyIEiE7zdH2JCXNfer9sZMs9IYDq6k/xu5WUZaLi4EH55EE5thW2jYe8QeDoBMv+ABY9D/yehwxi7NuTDTw/A6R3g1gK+Hg9dC+Ca/RKcbjnMMYhuKoafJ0lN56YDZPkDv8GiZ2GkPzTo4byfa96XIHKjPhKYP7JKArQlRXDFA7b5zGZY+DQsS4IN18BN2dAxAw4ug/mPwa8PgacfLBgt86/9CLZ+DUF1ocUQ8PCDnCSI3wEnN0sQ3WyG2xeB6Qx0mwr+4dD6Oln+8EoJjCYfgP5P1Pw8nj0MeWlyPOwF1pHa9ZumQUAUtBpue+9MJNzxtYx70XotxM6QtjW9Ejz94fR2OW4Ju2HYm47rXf2uBK29gyQ46xMC2YlwYjOEt3QOoluP//Ib4ZgP3Pe96+NvdXQ1HF8r5yuqnSy7bxFknIJ/TXecd9tMWP2etKX51eDhI8uvfg/it8Pwt2SwZoBja2Heo3KtNukHfqFy3JIPwr7FjkF0gIIsePkV+L0b3Fwf2iXJtfDzQ3JMmvZ3bvua92F7HOweDGe8IMcNaiXD5E9gWQcZzHr+KPlbvvaj6h13gC2r4aO20L4d3NkBCnNkuv3nLiwG2lwnHQrH18Kzv8LRONt2wTYuxdjuYJorQfdaFQwErZRSSimllAJqGEQPDQ0lKCjofLdFKaWUUhfDzD1Sn75TBAxsCEYDNKzg/3VrZvW+hRJAdzWw6KZpEsjrPh7S2sDeo3DF/RD6APx4H6x5T4K9/mES5Jt7HyTskqxZ036o2wQiBsO190BBtnP2bk4yRLSCG6aCu4dMa341/HS/BHZdBdGTDsBtsyVoCtK2GSMl+73Hvbb17FsER/+AWldb1jsYrmoqNaNn3SaBe6O3bb175oFfmKzbw9txm/kZ8rroKOxPhSHzIKQRjPkSvCyBzB73wpw7JfO92VUQ3bH8Y1+R0zvkNaKl4/SgOhJIB3D3dDxfnwyF6/Mg43EJ5DboCcP/K0FokOD/yjdg149waIW0z2yW45ZxSgLloz+1ZYYn7oWcs7B5Oqz+H4TGSDAXbMd/61Y4lgi3zLQd/7MD4ZVN8GIvsA6RcGy1nN86HeR3U4mc31Nb4cwuiGor09NPwdoPwTcEbv5anl4A6HW/zH9kFexfLB0xIOcLM9zwqa1tVnnpzsf17CEItpyTmIEwqCl0uBlmj4UVr0HDHo7XA8CpI+AfB00KoOOz4G+GA+thxz4wt7PNF7ex6sfdXvw2oC3U6wp97Dq47D93PSbYOg4Kc2D349DrA9hfAnXGyfT2fnDzVDjWBuoZ5BrSILpSSiml/upiE2Dib5Iocrk8/Tx5nWMiRVU9/jvEZcKcEeDu4olG5ay883/vUtiW6JiQaE0qeW8A9K5brc3U6GxMnDiRmTNnUlJSUpPFlVJKKXUprTkFvkaYMhAe6Cg3Gg2DINwX5l4Hk6oZ1DWbpFxJUF3HQB5IBnf38ZJ9fHilTNv6tS2A3uFmaHUHZNqVhvPydz1IZr/HbIFvgPrdJNM6ca/rdnW/2xZABwn8Nu4nAca0ONv0fYvk9Y4bZf+vtJRGCYyU8hogpUvsuXu4LtPhHQQmM3y2AxrmQ1iCBM297G6cvQOh+73y770LXLe9KrKT5NU3pOrLeLhBmC/U/0N+v+p5WyAX5Nz1fhAwSJkdsGWDA/R7whZAL8iGeY/I8W8+WLLf29lldVd0/HNSnNvW/GpbAB2krElLSxZ94h7b9ANLJMDe6VZbAB3A6GlpO1KqpCyjl/M0V2ViDO7OQeywZlJ3Pi8Njq1zXibEcp1E+sHT3eGBHjAsUvb1ltpyXYX7SgcCVO2423NVRqayz51/hPw75YhtuncQRF8LdbdDfCPbNaSUUkopdbnr8rUERf/OtibAHyclGHw5B9AXHJbzseDwpW5J9XWvAx3C4YNtUGKq1qI1ykSPiYmhpKSE9u3bc9ddd1GvXj3c3Z3rZo4aNcrF0koppZS6pM7mSY16jzL/dxvdKs5IL09aHBRkgn+olOtI8gCMsO07iDPbsn3TjsvroRXyWrcT9HsUTmdD5k8Vb8MrAIKinacHhEuWsivhLZ2nBYTLa0GWbVqSpf52ExdjEdTtAqyWTgCrmMFS+3rmGPl3vS6SJW3NTl4fL/s00HJTaV/+xsqa3Z980HXbq8J6XK0ldew1vVJKxpQNEhsM8uRB5g4J4u6Z53rdRi85X2aTnFODuwS163ayzZO4B3JTJQO821226Wd2y2tFx7843/m9Cs9Xtm1a0gF5dXVco9qBu5fjcY0ZAod/h9njpPxOvW6S/e8qgA4SmPdx8TmI7ijHK/mAc5C9JEpePey+7Fjb7l8A0Zb1Jeyu2nEvq2wGPTh/7sqyXuN5qY7Th90D034Eg8l1Jr5SSimllLo0Pt0OUX4wqOGlbslfS5tQSVoJdpE048rY1vDY7/DbcbimcaWzW9UoiD5mjK2m6RNPuK7laTAYNFNdKaWUupxM3S5lXKy6fC2vUZZ636ezXddEB8grgR3dYbkXpH0rwcI2oTC+HYRbSpikHJWfswOBVrB9FvjbBasL8mHGbjidAKYAmNoVMndV7SbR0y6TO7sQZu6FFXFwqjfQE37/GdqHwcQOdsv4QV4RfL1HbpDOZIPRD4JHQKsssMbkC3MgIEIyKV5aLyVGRljqe5dmUptt6+3/uJRM2bNAyphsni6B25iBMgjm/MNgABocg0I38LHLst+XIu9vTYCTE8BkhHnz4ZpGMKKcgdq3JsgN9b5U8HKDblHwcBf4LAKOPgQjC2zzWs/xp4PhSEtY1hk++BZah8JnQ6CwBFLy4GhraLfRcZDYfB/Y0xlONYLcu8Bogs3vQ5PTEnz3DYetSbZHJfskW45RmLxar5+OYdDacvzLMrjD+oFw1JLZ/tJ6yxsPwcxCiLX8OuJHef3YUmrEZHdP+WUDOPEQ3FXb9X6f6Ag7GsE3dvtd8F+YsQYWmCBrHxQcB98S6FYHHuoDde06IsrL7LdOtw/oA8x8CDgMtyGP3lo/V7d6ynXw3gn4fZc8ypufIftiPe6JdWBvZzgbCUWe4PcviDkDNxaDt91tuncQkOW4XWvpoCPpMDcBEqPBYIawM9BpLeRYsvRLih2XCwiBgiYQcRxSXAweq5RSSimlLr4j6fBnEtzVFtwMlc6u7Hgbq5cM1itaAu4/HrzwQfTff/+9JosppZRS6lLqbAmqzdonrzdbMn8DPCteLqMAnj4OJ7tD4xK4MgZyiuRRwwm/wfOWLNmmA6TOc/o6OHoE7lrgWP/vzRfA606wVmoZ+glkfAKzawG3g/EQvPewlAVp0EOyaxP2QGG2lG0BKMyFV/8DPjugZxaYDZDtD0W3wuoCGGp3E/TltbZ/9ymzT3sXQO5kuH64BHtzU6EgDnr/Cse/hg+yJYAe0Ro8w8BkVwM7K0kGgWw5XMpy/PG2ZZDKRXB0DRy6Hho0gEBPSDZJCRBrAPbnQ7DmJLQNBu/d4BUMgTvh+IfwVY4U2ju8EjBDz4mw1wwPrwB3AwyKgpA1kDcDvk2DrkZoEAVnhjjXhP/5K2iyD9wDocld4FbmcVB3TwnMTrQ8FXA8Q4LjZ/Pk8cZ2YZBXDAUfS/+BdwDkpgCWRx7zxsNvlnUte0l+ABoPBOrZjv+kdRC2DK7bBh9Mgaj2UC8dQrvDsQPQdzd4HwdzAVALNuRBlztwsmmaLfDc1zLtiw/kNboTcL/8+5s9sLkddFsLjdYCiTDlNfBtBMcbQ6NOEJwPeSfhaArkrYK5/4FhsyB7q6wjYRcYJ0HbJmC2O665loxurzI1LdtuggBL2ZkgL+lgAAjZDPFA4HIYehh+mSEBdIMbdL4dTveFb3fI529gXQjxhuw3we8Y3H8F3H0Kdv0g69r3CcS0A5rYtuvpD+khsGoktN4EfX8H9wLID4ftvaGeEdgLMYOcj2dACyg+BCcTnN9TSimllLKvMd09Cj7eDvtTJLjbNQoe6gT1Ap2XS82DL3dL+cjEHPD1kHGYJrSHprWct7HoCOxIhuRcmdYwCEY2g1ExjvNNtNx4bku0JSyAY/JLeftRlW1Ydfla2vt6X/hgK6yNh/xiaFYLJnWCLpHOyxxJhw+3StsMBmgfLsenuqylUQa6GK/GWl/9l5GSSPTLITm+ob4wogmMaytPFZe1LVHuj3cmQ26RlB4c1FAC9fYJG0UlElBeewqOZUBqPvh7yveCu9tCC7vkFWtbQBJiSpNicKw97kpBCfywX8aPOp0NJWao5SWJL3e1hRi7ZJZiE8zeL+fvRKbsX4sQuLUV9K3nuN7q1sQ3ukH/evDLYTiZCVWMv9coiN6vX7+aLKaUUkqpS6lLpPxYb3qqOujOW5vhZAF0XwG39oBeXWV6ah7cvgg+PA4jAiFxn3PWq1VsAqz2hVb9oNFWCYy7eUDzG2HuGcd5z+yELV9KKZW2I2GHJZBYXADf3QuR+6EwGrpdK8Fw91QwfAJTXoGGYbDGsh7DENiRJjfs1jrnJ2Mh/k/JEP7qEAwqgvDmcHILnHoe6gI+3aB5E0g9BodXQL9AWD8GJ5mnYcFjULsJdBgDu36W8ho95kDO87Le5AMy8KM1kHlXG3i6GxxeBr+ukyz1vDQobgwHGkCDQxARCEdXQ8w18Fq81Fj/uD8cfEFKqNRvASfaQ/xpmX/jZzJ4acxAW9viMiEM6HAa7nRR9sQ/XDKZ005Arfrwn7USQH++B4y0fKEwm2Hqc+BZH0LqwfF1kHxI3jOOgPqZMiBr435SbiSrEBYVOt6ELnwKgndBXF3o1wnST0K9bRIobvqjBPOjWsLp7RJM3jQN4jaA2zWSpW8V3clWvuXH7ZBqgL4JkH7CcXDXP0/CqC/Ao1jaFD1Srsmja6HPHujfQs4VwLKXIfaE/HveGxBgrZNvkDI27TdB6vfACzI5/k95DWvueCzbb4KocXAGyWixfq42bJIgut92OFkHenSCM2sh6wzEfgVnl0LMeJhyNQRb9uGHWhB/DIK+ga1pENVEBhUtzoNuqyA3ArA8JRLSELb1g36/QK0UKWUT3QmyE8F7EZwq8+XCXogXJAG5GkRXSimlVAV2n5UnSXvWgTEtJGC86gRsT4Ivr3F8mu9UFkxYCom50CNKgpSp+bDyBGw8DZ8MgjZhtvm/2g0ns6BtKITXg6wi2BAP/7dR7mUftZQ/rOMvwdFpO+UJ2uF2SQX2QVdXqroNe9mFMH6JBJGHNoa0fFh2HB5cDt8Mc+wMOJwGdy+R5JMr60P9ANhzVqbFlPOUaXk2nwEfIzQJLn+ed7bAziQY2FDGuFp9CqbugENp8N/+jvPOPQBvbpJ77D6WhI29KfDFLvluNnWwrbxnRiH8L1aC5r2iJRkoPhtWn5RSlZ8NkUA3yHnNKpSEqn71qrefk9fCsjjplLi2qTzdnJgDsYnSNuv5NJvh6T9kG/UD4cbmcoyXHZcyLI92kWD6uWgbJkH0LQkw0EXniAs1CqIrpZRS6h8i3XLT2CEImu2BrEa290J84PbW8PYW8LoRsqbDmvfA7GIQxJ+2Q2JdePxWODYJMEsZFdKh263wp12ZmROb4MpnoP0N8vvB5fIa+zWk74djzcH/XujdT+qh56ZKpvUfr0NTuzI0yztAcgG8PhIiLKVFjq2VAHpuNzhZW74ENLlSgugmIyy4CZ64Gvo0hawE+HoM+GdCC0uWcnEhJFky+eO3wRWToOudsi8HlkK6F/ing+c2yVTfMx82ToMGPSWDOdJfyoFstGRV56VBk/7Q7Fm4bZGU9OgcDlc9B9vi4cxB6FsXipZIAL3FNTDkZflyct1PsL89DJsDK16Dhj1t+97JMqhkfpkSIFaRrYG5Ekhu8rzctHaKsAXQc87KgKH5GdCwFzQfIkH07XOAHuBxHTQ5aQmi94FGfSDDC9J+goZ228xJhiMPQmwWfDQWNkyVZXJ/ArMbRL8MLXMliN79XjixAQ4ug/q14Hhv23rqdoaeE+Tf0+bD8WPQbovUg+/3BHxvyRLvu0wC6I37wYi3JRvo1Da44gH4eZJcn00HgH8Y5KaBjyUjqSgObpsN066WazOzDxiXQMZSKHkaUo/D/sXS6dGoTKmjypx5FNZkw5OjoFUf+OUhSG4FYXuhd74tgA5gstTeD8yFrRPgKU+5zprdCXungtfvwJMyT1I+hMZLAL12Y7jhM3C33No3Ggy/PmrZt1znNhXFQ4EXeJyq3r4opZRS6p9lw2l4tgeMtsva/vEgvL5RArrvDrBNtyZlfHgV9LQby+juTBi7CF7dALPtnhR9pjtElxnbp9gkT2HO3gc3t5B75zr+kqQwbSdE+Vc9Eag627B3ME2Ctk92s5VV6RIp7f/+ADxn96TifzfLE7qv9HYsCzJlm2TkV1VuERxOl2B/RQOK7j4L342wfbe5vyM8sFw6KlbEwVWWLPaj6ZII1awWfDzI8X5zxi746E+Ysx9uay3TAj1h4WgI93XYHEfSYdximPKnrAegf31bEL1/vYqfBLCXXQjL46BlbZhxjeN+lpgg1y4Za9FRWX+nCJgy0BbsH9dGvjN9sFUC+HXLnNvqaGXpFNiRdH6D6FdeeSVubm4sXboUo9HIgAEDKl3GYDCwYsWKKjVCKaWUUpepPSnymJ3ZE/ZdCbtSYeWHtpIWRQ3l1fsKCNsN22fDkTygAWyZAV6JcPYIxHYCwqFjBBxDgp9hMbBvMeScAfpAahz4AxhkoM6y9i0ENyOkD4V1cZC0BILrgPdJ6HsF7PkFjqySeQs94UweNAqy3WRu+9YWAG8wEjgjN8mRlsBlcgjkBEoQd+VceS3KgYwwiLQsV1wAi56Wf3v4QH4m/P6mZDrnpoD/jcAPYDwpg3B2GCOB55ljJHhbBMw7BQe7gVsPGDIblp+GlxbJOnMtbTV6wlHL4JsdwmHf+7LvV0ySwHCkn/zEh8uAnwVZln23fGGJ9pfM6Px0mP+4ZMUb3MBkuTkNrgftxsOmz2HNW0APiIyD5a9Ktnj8dmg5TOb1DYFGvaUEyaKVMu3oaog8Kv9e876U2Ym0+1Jk1WMC/JGPUz1vcz4cbgsxDQDLsTUYoPfDUs4mapdjEN2eVzFcOR8wS8b4n9/BiVqAN9Q6JAO8Dn9L1gew6m0J5hc0lSD1Q6/D7nZg6gg9z0rZm11dbfXvQ5tBfCLkN5b3Fj8rHTumEinfY/R23a5y2dUdb9gLuo+H15Jh4F6I/QnWZMp1lZ8BYcflM3C4H5woACyllrxrQ3IURMRLh42nn1y7jfaDyU3GIvj6Bhn81DcEspMgLRJqJUBehmNzCnMhYzvk+0JAhmT6WI+VUkoppZS9+oFS+sTeyGbw7R4p/ZGWD7W8pdTLzmTJLrYPoAM0CITrm8G3eyVz25rJXTa4DVJmY3QMbDoj2cnD/Z3nqY6abMPHCA92cqxLPryJdBzsPWublpAt5VKa1XKuqz2uLcw9KMHmqkjOk6dPQ3wqnu+mFrbvNiDB5fs7wPil8rSxNYj+00H5DvdkN8cAOsDYNvDtPlh63BZE93R3DqCDZMV3jpQnCYpNrkvGVIcZ8HRzrvnu7uZYYnSR5cnphzrbAuggHR63tIKP/4Qlx2R8rpoKsRyXJBcJJ+WoUhDdbDZjMplKfzeZTBgqudk2m80Vvq+UUkqpv4BMy6CVO5IBF4FtTspLgRlu/wD2zIPtlnp+exdAuAeENAZjBLiZ7UZMN8DIKbDje1j/h0zKtpSWCG0KgXUcN2M2QcYZKVvy/mj4bIdkXPzZGGgMJ45CRyDxgMxfZLkJs94cHV0twV7fEMlcD7G8n1MICZYskchQGWwz8zjsTgO/2lC/O2zbBp55kJcudai73CHlOEwmGTzVKxBqNZBs59MxsPMHMOXIOvs/KeU/ds6Vci8rhsDJjhDpBj0aAGuh0UFoaIJtkWAsBLPlBjbbEtwPNsPReNn3gAjbMQnxlscsrYHx5IOUBtH9LfsX0RrO7IBja+QYutvVWuk5UYKuH1rGuklfB0cTICgaetwjHR17kVeAPg9DajNYfhZSjsHxDZZ2NIIG3cFufNNSka2BrS7eQAbCLCswUrZvOiH1vcsqLoR634JvBnS4SfZ5/6+Q0B4CG4O7Sa4d+wFTg+tCohsczofmQOgJ6BgEkQ2hdpCUeU+ye7TYKwC63QVLLOs4tg4iWkKPe51rz1eF73YYtBV++VI6ZcwmsFbeySyGld6ANxAEgwJlMN6jQVBUpjRSruULXkGWBNEzMiAgEwxRMGCc1OQ/vBJKiuQ6zwuXILp/qON6Dq+E/BIo8IagNFmft4uapkoppZRS7cOcA55ulrrfJ7LgYCp0ryMZ0iDlHqdud17PcUun/vFMWxA9pwhm7oFVJ6UUTF6Ze5/kqgc3y1WTbdQPlFru9oxuUNvHMSh+ME1eO4Q7r8PXQ8qcbE2sWjszLPe9lY1V1THCeVrbMBk/6UCqbdouy/nYcFrKxJRlNNjOidWBVPh6t5TqScmXoLm99HypwV5T/p5wRTSsi4dbF0pJms4RUiambHD+QKrUbG8T6rwea116+/2tiSDL99J0V19iXKtSEH3VqlUV/q6UUkqpvyk/yw3kba3gERc1A8tqOwoaroPdR+COH20Di/64EJJSHW9SjJ7Q+TZgIHz1mwSs2SLlTbztskbuXgBZiTB9mAQHg73hqe6SWXE8Q+rYLbHcRO05BQ/8D64ohJ9nSx3GpAPw6/NSiuOmryRQu/QYEAd+nlBguYE07wRrMoMJKeeSlWDJjgeK8sAnGNqOliB6zCAYMtlx//OT5LXY7ga99bXys+cszFgsNSXfGyAZF3ltpab5vuXQ2dL5EFdLyr349ZLfUy036NbBSa1SLZnqvqGQe9ZSHqeMdjdA6xG23z8ZCuTZfq/fHboGwe+bof3jcLddNsfhVZZ9sTtn9ToDS6HTWOg3QAYUbTNS6sIftJyD6A5Smzt+G/jaDUIEUpIlO0k6W/ItN+GtRzi20TdUarUbCqBeF3gk1vbe8lfANw52dYFHnrBNn7odTi+xHJejsOmo43bdkQA6wMC2MPhF+ffSY5IIX1TmC4t3oAxaCzDyQ2mHK0Mmy491IKiy+5qfIR1FOf5Q5woIjQJ3D/j5INT5AzrXhv/aDcD0w1qIj4cN99imtR4hAy+ZfpTfrYktPpZOlhJ/+dy1HeW4/adfBnbK2AP2dv8C3o3BmCK/VzuzXimllFL/GLXLyYy2JqpYkz6sQeC18fJTnnzLPXJRidRP358KzUOk9niQlwSDz+RIVnVhybm1vabb8PNwngaynMkuYdi677XKuZeqLKvcnpcl27qyfQ5xsS13N0lUyrYL8FsTob7YVbXt70iC+yyDt3avY+lIsISM/zgpHQaFpvKXr6o3+0mblh6TbHKQ431tU3igo22w05wix4x7e6E+tnnOhfVa9HaveD47WhNdKaWUUuVrFSo1xHcmn9t6mtWSG9g/XWRj/JlU+fKelpuoXLuMA4MBGgXLT4ODsAGIt9wM+XtKSZPkM/Dzp5L9e+3/JIAOtqyQmFpgtqy77lvwxkl4sZdjbb8RluDlI1GVt7NJMKxCRp4v65SlpMkV0bYagD7BcOVTcOIamLsCBuZDrS2wcSo0zAOCYXeODHhqv++JOZBgCZo3uwp2zJEyHTVhHSRo0xnHILpvsLzmZ9qmBVqCza6ydlxlg7h6ctF6Lr1z5THTsnItwd1ks+Njoxs/k6zzUzGwo6fzctZAeNMBMPy/ju/1mgmNg2HmcMfpBeUMhHs+5KbKoLgldWD+dTBujK1T6Y/fgD9sX75qonkd2I2U7HHadhFknIWyl+yJzVJ/vt7LkPkW4C2dWUoppZRSrqTkuZ5uTebwtwScrYHnJ7vJAKSV+eOkfDe4rin8u5fje0uPSYD7XF3obVj3PS3f9fup5Rw7V6yB+MxKsqJT86FhkOO0EpMkKtl3eFjPxx83l98pYO+LXRIk/3wIdCiT7b77LJBW+Tqqwtsoddzv7wjxWTLA6Y8HYdY+CWo/39PW/tRyjqv1mqzKflUk09LpULbcTQVqVMzmxIkTrF271mHajh07GDt2LGPGjOGXX36pyWqVUkopdbkJ9ZFH7XYmy+N9rsq17U629eSXZ1gTef18p+M6knJlUJ/KePlLmY/0k3D4mPP7Jy3ZykV2ZWCG1YU+8yRLe/BLltIiyOj1Cw/LjW//+hDZRqYXHKy8HZWxPoKZU+SYqQIyEBJIpoe9I+nw1R7IDIHCPjBqikzP3yZ1z1efBe9I2fdsy7KfbrcFoK2DUfq5eNyxKlqHQqvaUtPxZ7tjENJE6qgn2WV1NwiUG9bVJyHPLgCckgfTq5jpEm5JCY+Il84Ae1kJkHEKTKGQb5RahwD7l0gQ3dQQ1gxEenbKyAgBd19I3AclZa7HSH84meX4RbCgBHadY+dQRTLiATMUxUBJmZv8XpZOiJOZUk+zrKxCqS1akXoRUFgLvFJgwTbH977cBUEnnZcpzIY+j0BKKPhmg3/DKu6MUkoppf6RdiQ739OazDLdAMRYnpRsYymNV9V7K2tySb96zu9tLyfBxs3g3JbzvY3qiKlV/rpyi2zlXqoizEey5OMyK57PVULSrmT5XtDc7qlVaxmU6pyPIE/nAHp+sXRElGUt8eMqIaaqogPgumbw2RDJel9tN+B98xDZtrVMkL2tCbZ5zkWc5Wlka3mhKqhRJvpDDz1EdnY2y5cvByAxMZErr7ySwsJCAgICmDt3Lj/88AOjRo2qZE1KKaWUuuw9011uMj7YBouPSt29AE8JgO5LkXqIS260PX7nSpdIGNEEFhyBtnny2Nybm2DZcVnfmlPlL2vVcrhkaH/wb8i8WTLQQ30g5TD4LYUST7jGcu9hNkH4bMhNhj97wp8F0HWrZDQsi5Mbvhd6SkC41bWw+QtImQNBI5y361YE/tW80TaZ5aa1vV2NxNa1JWC9LA7OLoHWBhlEaFUO9K4LK+JkPmvGudELnu0Bj62E2EbQJgGmvww7hkJSnty4Jx+CvQulVnvPCbD/UPXaafVqH3nc9bWNtnNcWALFEXBqjxxPg5sM7POvFhKk/WwftALmHYKVudApwvZlpSKN+0l7m+6FhWskYBzsLZ0rdb+XATxbDAMPN3hlPWxdB4EfQ2EQxF4n2f6uvpSY3SBqKJyaC2vek2Cxu+WaHNMC3toME76E7s2hxE8y75sXQTlPip6zQEsauPE4DuMJZCXCkRny74ISGD0PekVD3QAozpTSM0O+h+FN4bky5XDKaj0MDs2EpR/A2nFQP0DKBiVvhStcBNGbDpDXrz6BxmZo1v3c9lEppZRSf28nMuHnQzIQp9XPh2R6n7q2DOo2ofKz9Bj0rQuDGzmux2SWAHBny1OhkZbkku1J0NcuyL01QdbvSqBntQaBrNE2qiPSX+5/tyXCr0cdBxf9clfVBxUFeXqzY7jUbrcO1urK7P0yyKm11ElRCXy8Xf49vIltvhuayz6+tRmmDLQdC6usQskEb2G514zyk3N6JF3utUEy3N+LdZ1pb60nXjYhpiJp+ZLQUjZonVUoWfDBdmVVhjWRkp1TtsGHA21PpibkyKCo7ga4usw1Vl3WAH1nF3Xmy1GjIPrmzZt5+OGHS3//+uuvycvLY/fu3TRq1Iirr76at99+W4PoSiml1N9BkBd8cQ18v18CwEuOyY1wqI+Uabm7nd2AoRV4oadkMp/5SrIzNsfDra1gUMOqBdG7jIVDq4F9kDsVztSDlCxocEgGLW3/BAyw3OAfWgHHV4N3LegSCkeXw45CuQG7yk8GAOpqyRr3rQXXvAbzn4Jh38GZvbC6NZQUQuYZ6LMJMqKBh6p33H496hhEd3eTWugfboMN8ZC+F3otgFuaQHQzSDkLvhvgx70SsO54CzSJhimDYGqwDOZZeyO0jIcxfeCPvdBpt5yLIS/YyqTURP1AKXUyY7dkmc/aJxkhXVpA1O9wZhfUaS/z3tdBAtybLXXAT2bB+HbyRWrlicq35eUPA1+Axc9B/1lwIhb2e0PUSchJksFQB98L4Wnw0TbgPTAUg6Eh3JcJK3aBdzZssGSVB9YBLF+M6t8Kbidh+2w4tlYGTvUNgaAkGLcXiuJgxU1Q2AB6R0OHaDiy09Y2a/11VzXOq8svVILWh1fC0NnyBMKuLDi6Fup3lYz7FiFgqCdfKtecgkEFUBu4pZXjF6HyDJ4ACWuh6W5IeQd214U6RdB8FxS2Ao+9zsuczoYcyz43v/Lc91MppZRSf18968Dbm2HdKQmuHkmXe5ZgL3i8q+O8r/WBib/Bc2vkXrJFban1nZAjySVp+bD+Npm3b10pc/f1HlvgNi4T1p6SJ0WtySX2ukbKd5HHf5csZDeDZJk3KyeTuCbbqK6nusHdS+DFdRIAtyY07EmRoHhVylZa9a8v69h0Gq5u7HqeNqFwywL5/uRjyd6Oy4Qr68NVDWzzNa0liVBvbHJM2MgtkuD5tkTHhI0xLWHjGRi/BAY2kPO2NVE6LTpHOA+Q2jZM5pm1z5YQA/KdoDxJuTKgaEwtaV+4r9TS/+OklHC8rZVt3mGN4fcT8t5NC6BPtAwKu+w4ZBTKWF11A8rdVJVsOiMdMx0joKBqnQE1CqKnpqYSHm77Urhw4UL69etHkyZysz9q1Ciee+65mqxaKaWUUhfagtGup9fxh9ixrt/zNsLYNvJTmclXyE9Z7m5wZ1uYbhlQcp5dZ3vsWCnJ8mMF6zV6wU2fyaCeB3+DgG0yKGJUV+h6lwxoaVVkyZjITwMWQIMy64oDMvtCkKX8S6PecPt3sPUbqRu9YzcYfSAgHLqMghbXVL7f9kK84dfj8GBnx3p9tbzhP5aajFmJsKM2nNoKSZuhfZYMxBnRDTqPhShL9nKXSOgyAooG2vb9wA8Q7AY5jWD807Z9n9BBfvYsAFcJNp7uUlbm7g7O79X2kS9D9l+Isq+CL1ZLLXJrEN3NAPe2hytOwLLFMKkTtG4p71mvnx++sq3jsyHO24oZCH61YcuX4LsLivMlcztmPHS5Q851l0iYMRSmfwJZgOcO2LkDwpCfTZtlXdGdYMJnst8AXT6QgUv3LZIAdkmRBNLrNIYmN8MDw8DDUjNyqWUApfllEj9GNIXQ9rZtVGZEU3gP58G3Bk+WIP/hlXD4ZwiIhE63QJc7paPH1wP+r69t/h9WQ/xJOab26vhLUH1fmdJHHj5w63RY+xEcWQXhO6B2Y+j2OhRky8CvZes8/nIIGh2A4Ka2UkZKKaWUUq60CYW720q28+z9ch/Yvz481Mk5iBkdAN8Oh2/3SjB4/mHJGA71kUClfZDX1wM+GQTvb5VA89ZEaBwEr/SWATldBbgf7yavWxIkkG8yQ4Rv+UH0mmyjuprWgulX25JkNhokiWb61TBzb/WC6IMawrtbYPGx8oPoj3eF5XHyJGhCjhzbe9vDOBf3dCNjpNzOt3ttCRv+HlIusmzCRp+6Mujnl7vg12Py1HDXSHirv5TjpEwQPchL5v9sh2S8W8eDqiiIXsdf2hqbAJvPSAA92EuSSm5qKYF+K4NB1j97n9Sun7NfnohtHiJJWK5K9FTH6WxJcLmppXQGVFKKvrRZZrOr4qYVq1evHnfffTeTJ08mPT2diIgI3njjDR599FEAPvroI5577jkyMyup5XMZyMzMJCgoiIyMDAIDAy91c5RSSin1d3AmG26YJ1n6d7WtfP7y5BWBCcdAfIkJ3twMPx2UUezHncP6q2LJv+HYOrh7wbllu6tLL7MA7noXes+VAH+r4ZUuopRSSql/oNgEySq/p50tUUFdeJ/8KU+G/jLSNp4SwOR1EkyeP8o2UL2quY//lCcU5l4HdQOqHBuuUSb6wIED+eCDDwgMDGTVqlWYTCauv/760vf37t1LvXrn2CuglFJKKfVXFeUv2fj2A1nWxIkseayyRx2o6w85xbA9EY5mQONguKnFeWluhXrdD4dWwvY50O2uC789deGczoa+OyC4GbQceqlbo5RSSiml7I1tI5ndX+yC53te6tb8PWUWSGb7DTHVLglToyD6G2+8wcGDB3niiSfw9PTk7bffplEjKeheUFDA999/zy233FKTVSullFJK/T0Manju6wj3lbqE2xJhw2nJQo/0g9tbwV3twMej8nWcq8AoGDIZclMu/LbUhdXQCF37Q+O+UndfKaWUUkpdPvw84OXesDdF7vvd9X7tvDudDbe0hDHVT0aqURA9IiKCdevWkZGRgY+PD56enqXvmUwmVqxYoZnoSimllFLnqpY3vOiivvzFFjPoUrdAnQ/eQdBzwqVuhVJKKaWUKk+POvKjLowWteWnBmpUE/3vRGuiK6WUUkoppZRSSiml1D9PVWPDNX4uIDMzk5deeolu3boRERFBREQE3bp14+WXX/5LDCiqlFJKKaWUUkoppZRSSlWmRpnop0+fpk+fPhw7dowWLVrQooXUkTlw4AD79u2jcePGrFmzhqioqPPe4PNNM9GVUkoppZRSSimllFLqn6eqseEa1UR/+umnSUhIYOHChQwdOtThvV9//ZUbb7yRZ555hq+++qomq1dKKaWUUkoppZRSSimlLgs1KueyZMkSHnnkEacAOsA111zDQw89xOLFi8+5cUoppZRSSimllFJKKaXUpVSjIHpOTg4RERHlvh8ZGUlOTk6NG6WUUkoppZRSSimllFJKXQ5qFERv1aoVs2bNorCw0Om9oqIiZs2aRatWrc65cUoppZRSSimllFJKKaXUpVTjmuhjxoyhW7du3H///cTExAAysOinn37Kzp07mTNnznltqFJKKaWUUkoppZRSSil1sdUoiH7jjTeSk5PDM888w8SJEzEYDACYzWbCw8P54osvuOGGG85rQ5VSSimllFJKKaWUUkqpi81gNpvNNV24uLiY2NhY4uLiAGjQoAFdunTBaKxRbP6SyMzMJCgoiIyMDAIDAy91c5RSSimllFJKKaWUUkpdBFWNDZ9TtNtoNNKjRw969OhxLqtRSimllFJKKaWUUkoppS5LNRpYdNasWdx5553lvj9u3Di+//77mrZJKaWUUkoppZRSSimllLos1CiI/u677+Ll5VXu+z4+Prz77rs1bpRSSin1T7RgFXS5SV7/SSZ/LPt9Osk27XSSTJv8cfXWlZwKve+AL34+v228HNT0mChl9fEc6HsnpKRf6pYopZRSSin111KjIPqBAwfo2LFjue+3b9+e/fv317hRSimllFI18fEc8PaEm6651C1R/1SXc2fHbcPAYICpcy91S5RSSimllPprqVEQ3Ww2k56eXu77aWlpFBUV1bRNSimllPoHmXQzzH0HwkPObT0nzsCi1XDDIPD1Pj9tU+rvJNAfrh8A81bCmeRL3RqllFJKKaX+OmoURO/YsSOzZs2isLDQ6b2CggK+++67CjPVlVJKKaWsQmtBw2gwntNw5/DzCjCZYWif89Mupf6OrukNJSb4ZeWlbolSSimllFJ/HTX6uvrMM88wfPhwrrzySp555hlat24NwO7du3n99dfZs2cP8+fPP68NVUoppcoTuwcmvgL3jIYe7aSkx76j4OkBA3vAI7dLiY+122D6z3DohGQqD+sLD9wERnfnda6KhTm/wv7jUFAIdSNgRD+4ZRi423VBZ+fC3GWwfjucSID0TAgOhG5t4N7RUDfSed0Z2TBlNqzaAjl50KQujLu+4n1cvRW+XQT7j0FxMdSPgmH94Karbe03mWDQvVA7GL5/23F7A+8BsxmmPA/d29rem/wxLFwNCz6EqLCK23DiDHz5C2zdC8lp4OMFEbWhS2t4bKyUibA6kwzTfoQNOyAtE0KC5NzcewNEhjqu19qG+R9AnfCK21Aek0nWEdNQjk1ZXW6CTi3h1Qfh/ZmwcRcUFUHHlvDknXJ+j8XDR7Pgz31QXCLtffouOZ5lHYqDL36BbfsgI0s6Avp2lv0LDnCcd97v8EesLJOSIddiqyZw53Vy7MoqMcE3CyTImZQqGfrXXQmDepa//4dPwuc/yrnJzoWwWtCvC9w9yrE9T7wjbfltKtQKtE2/5Wk4GAd3jYT7x9imL1gFL30Kk++D4f3K375VUTHMWQq/roG4M+BmgJgGcPsIaY+r+b9fCkvXwfHTco1GhkLP9jB+lGROV3cfoWrX6t0vwu5DsGiKnL+y/jMFFq+BL16GdjEybcUmmLNErpWcPGlf42gYPQiu6m47XiDX48LVtvV9+m/b+TabYf4quTaOnJTrrXFdeYriuisd2zH1B/ksffpvOJ0sfwdOJch1ectQKV1kNsv0n1ZAwlnZ17tHwfC+zvvVohHUi4SFf8B9Y5zfV0oppZRSSjmrURD9mmuuYfr06Tz88MNcf/31pdPNZjMBAQFMmzaNYcOGna82KqWUUlWy5zB8PR96tIdRV0HsXglw5+RBn07w0ifQtwu0bQZr/5RApa+3BN/tfTQLZsyT4OWVXcHfF7bvh/e/hd2H4c1HbfMei5cgV5fWMq+3lwQDl66DdX/CzNcdg9P5BTDhZTh8Ato1g06tIDEFnn1fgrauzFwE730DQf5w9RUSEFy9VaZt3w9vPSZBQTc3CRT/vgVSMyRwDbBtrwTZQDoc7IPosXshOrzyAHpyKtzxAuTlQ+9OEtDNK4CTCfDDb/DwbbZgftxpGD9Zgud9OksnwZGTEjRcsw0+nwwN6lRyMqvp8EnZ3oBu5c+TlQPjX5Tg4/C+Emhdsw2Ox8M7T8I9k6FlI7i2P+w7Bis3Q2aOBC/t/REr58tgkCBuRG04dkqCwRt3wIxXHYO///0CmjWAbm0lcJ2UKuu4/1X47+PQv0xw+bXP5FhFh8ONg6GwSAKkOw+63q/t+2HS6xKQvqo71AmTeWf9Kvs34xXp2AHo0ko6b7bulQ4mgPQs6VgCuT7sxe61LOci2F9WYRE8+LqsO6ahBIOLi+Wz9vjb0lkx5mrb/PmF8MBrsOMA1I+EEf3B0yidUT+tkE4u63Gszj5W9VoddZVse/4q6Tywl5UjAfPGdW0B9Lm/wRtfSMC9f1cI9oezGfJ3Z9UWaVdMQ7j5GmlXTAPHjoM6ls+Y2QwvfAhL18t+D7kCPIywaSe8MlWupUdudz6+s36VY9uvC3RtLdfn21/J35wDx2HlJtlfDyP8tl46p+qEyd+Esto2kw6CuNPn/7OolFJKKaXU31GNH5y+8847GTVqFMuWLePIkSMANGnShMGDBxMQEFDJ0koppdT5t34HvP2ELShZXAy3PwdL1klG9GeToXUTeW/CjTDyEZj9K4y7zlZKZONOCaD3bA//fRR8LLW1zWZ4Yzr8uFyCa1d1l+mNomHJpxLgthe7R4Kk03+GF+61Tf9qvgTQRw6A5+2mD+0jAciyTiXAh99JQPzr12xZ3PffJOtftUWCYcMsGaedW0sQfeteW+Zy7F4JvDetD1vtgqSnEiVr9dr+lR/bFZslsPj4WLh5qON7GdmO2fyvT5eA9nPjYdRA2/QffoM3v5Dj+EmZwPS52nFAXls2Ln+eQyckc/exsbZpb0yXjpZ7JsuTA9Z9M5vhkf9KR8j+Y5K9CxJw/s8UyXye/pJj58PS9fD8B/DpD/DUONv079+RgLi9s2lybX4w0zGIHrtHgroxDWT91utv3PWSLV6WyQSTP5HOmQ+flevW6v1vpaPog+/gPxNlmjUYHrvHFkTftk/2t1sb+Xdevm27sXuk7WWfHnBlmiVLfPwo+XxZn0zIyYP7XoH3ZkonR5il9v2nc+S8De0DL97n/ISHm1vN9rGq1+rAHvC/ryUbfNz1jk9S/LpWnkAZOcA27ZffJUD93Ru2Diqr9Cx5bd4QAnxtQfQJNzofp19WyrUyoj88P972t6eoGJ56VzrNhlzhfC1v3y+dcnUj5PfbhsvfsPdmSntmv2V7umB4X7jz3/DNQtdB9FaN5e/GjoMaRFdKKaWUUqoqalQT3SowMJDRo0fz1FNP8dRTTzF69GgNoCullLpkurR2DEgajRLsNpslI9oaQAfw84HeHSWolphqm/79Unl9/h5bIBEkwPbgLfK6dJ1tur+vcwDd2pbG9WDzLsfpi9dIIG7Cvxyn92wvQcyylqyDkhK4dZhjINPTQ9oDUpbBfrsAW+yC5bF7oEMLyXTfcxRy823TATq3ct5uebw8nafZ73/CWVlv47ow8irH+UYPhIZ1pG0JZ6u+zapISpHXssFNe77ejqVKAIb0ktcgfymLYWUwwGBLJ8TBONv0RaslKPzATc7Z+0N6SbD9t/WO08sG0EGymQd0l6xr+wEeF62R1/GjHa+/8BDH9lntOCCdIb06OAaXQZ6wCPKX67WoWKY1qScdAGWvD19vGDtCyor8uV+mn0qQpySqcn2YTPDjMgnw2gfQQT5r40dLG1ZulmnFJfDzSvn8PHGHYwAdZLp1cNjq7qNVZdeql6d0PsUnwZbdjvPN+10+Y0PLlEMxursu/1S2nExFvl8qnVpP3+U4DoCHER6wXJ/2f2OsbrrGFkAH+XvQobl0ONw10rE8T5tmct0dinNeD9g+J9bPjVJKKaWUUqpi5ziEl1JKKXX5iGngPM1a67h5Be8lp9kCnbsPS4Br3u+ut+HlKeVa7MXukczT3YclI7WkxPaeh93/tNm5ErBrXBdCg53X3aEFbC4TzDtwXF5dBTLbxYCXh2OQt0ldCaZZA+RpmXD0lGT7tm4i2cJ/7oMrOkrWMFStVEffTjBlFrz5pQQce3aQDFf7oJ59ezu1dAykgmQWd2wpx+9gXNWym6sqPVteA3zLn6depJS+sGe9BprVd26v/fVhtfuQ5fWwBHbLKiySa8BaGx9kvhnz5Lglp8k89pLTbAF5a9CzYwvndbuaVtH14est2cwbd0rZjqaWfezcSp6mOJsm+2jtZOnYUgLHsXskYF2dUi5xZ6T0TWgt+Gyu8/vWTG3rZ+f4aemM6NbWsfSNK9Xdx6peqyAlXb5bLAH9bpYyR/uOyjavvsIx6D64F3zwLYx5Ut7r3FqC2P4VXHNl5RdI6aGwWvDVPOf3iy1/O8r+jYGa/X3bfdh1O6zH3HpelFJKKaWUUhXTILpSSqm/DT8f52nWDNeK3iu2y2DNyJYg+LQfy99OfoHt38s3Sn1sX2/J9K4TZgvULvwDzthlXOfkyat9xqg9V1nU1mVqu3jPYJBlktIcp3VuJe1KTpVyDWaz1FBuWl+C7rF7bUH0epFS07sydcLhy1fhsx9g3XZYtlGmN6wDE/9lKw1ibW95GeHWzgPrfOeLtyXruKCo/HnOy/WRI68//FZxe/IKIBipw33H87K/nVvL4KN+PnKetu6V8in2QfXsXBmM01Vms6trILuC6wNsxzvb7nh3aS1B9Ng90L2ddLKM6CcdRG2b2YLn1o6YqgTRMyydGEdPyU95rJ+d7Fx5DXcxoGdZ1d3Hql6rAA2jJcD+R6wElIMDpNwKwPV2pVwAbh8uQfUfl0nJlW8Wgru7PNHy2FjXTxyUlZkjn8ek1Ir/xuQVOE+ryfVr36Fnr6BQXst2KimllFJKKaVc0yC6UkopZcffBzDAimlVm/+zuZK9+83/Qf0ox/d+2+D4uzXQlZbpel2pGc7TrMukZDiXDzGbZRn/MgG0LpYgeuxeGXzR3xeaN5KgWtsYqYt+4owE8kaWCRRWpGk9+O9jElTedwzWb4fZS6QTIbSWZOVa2+tqX6z7Yb9f54s16zsz+/yutyxru2e/JcejMt8tlsDpyw/I0wD2/u9zCaLb8/cFk1kCumU7W1JcHFN/n/Lfs59uf42U1kXfaysnYp3WpTV8/qMEubfulYEvw0Mq3kf79Q/oJtdIZaxPDNh3AFW27ursY1WuVavRg+Q8LFotJYesA36W7TwwGGSw1OuulPOzfb+UXVm2UTpLZv3XuSxNWdbrp2Vj+ZtxqVg/J8HldOgppZRSSimlHJ1TTXSllFLq76Z1U8jIkiBzVZxKlMFFywbQz6ZBfJlyH/6+kq16MgHOpjuva/t+52nNG8qrtfSKvd2HJfO6bJmH0rrouyWbuFNLW3CvS2spVfH7Fvm9OvXQrYxGyViecKPUszabYe02x/ZaB6u0ZzZLKRlwXZriXFgD2nFVPG811aapvO46WLX5rSVf+nVxnG422wZDtdfMclz+dHEtuJpW0fWRlw97j0qGuf3gkY2ioXaw7foI9LOtp2trKDFJNnZyWtWvj4bREiDed9Qxc788DerI/HuPVN7xUZN9tKroWrUa0E06LOb9Lp1P2blwXSWdS8EB0L8rvP6IHLOjp+RzDbYBUUtMzsv5+cjxPxYvg59eKtbPSVU6gpRSSimllFIaRFdKKaUc3HS1vL78qet6wWfTJQBmFRkqwbOUdNu0gkJ4fbqtvrG9oX1kAMSp3ztO37jDuR46SO1ld3f4bpGUZ7EqKoYPv5N/D+/nuExDS5B0zTZpa1e7jNouliDpzIW236ti31FbCQ571oxzTw95jQyVdR495VxX/qcVtvacz3roIPXC3Qzl14A+X67tL4HQj+fAkZPO7+cXwK5Dtt+t+1m2g2TGPNfLD7Nkq3/+owSIrZJSYfavzvO3by61vtdvh01lBrGd/rN0CA3p5VibHyQ4Hp8kZV06tbIFfls3lRIfX823zFfF68PoDjcMkvJF7810HUg/fNJ2vRjdYdRAuabe/so54JydaxsAt7r7WNVr1crDKJ+ho6dgymxp24h+zsvH7nHuGCoutpX48bKsN9BfstYTyxm0c8zVcp28+pnjObaKT4LTSa6XPV92H5a/K+1jLux2lFJKKaWU+rvQci5KKaWUnV4dYPwo+PwnGPkI9GwPUaFS8/lkggRD7xsj2aQAY4bAWzPg1mfhqu5Sg3jTLgm2xTRwHPQTYOwIWLlZBjI8ckqyxBNTYNkGqa289k/H+etGwoO3wHvfwE1Pw6AeMvDp6m0ykGK/Ls5lQkBKuixdb/m3XSC0TRNZPi1TMndDq1CTGmDxGvhpuQw+WTdCAslH42H9n1In+tr+tnmfuRvGvwivTZNAfuNo2dfVWyXj95m7q7bN6gj0l2Dw9v3SieHlef63AdL+1x6Ep9+DW56W66NhHSgshjPJkoHfLgY+fFbmHz0QFqyCp96VcxcUIEH2A8dcn+8urWFEf1nmpqck27mwSK6Pts3keNpzc4PJ98Gk1+HhN6Ted1Qo7Dwkmdt1I+T6KatLK/htvVwHXeyyzT2MEli1Bqu7VONJhQk3wv5jUjZl7Z9yrYQESgfAkZPyWfjyFVu9/Ik3ykCti9fIa68O4OEhT3Bs2AGfvyRZ6NXdx+pcq1ajr5KOpeQ0yUx3VdP/iXdkXW2byfaLLZ/1o6fks28tt+TrDa0ay5MD//5InlIxGKSDJCpMrondh2DhahmzoFsbGWg0NUMGFN19GF59UGq7Xwi5+XINdm8LPt4XZhtKKaWUUkr93VQpiN6oUSMMBkO1VmwwGDhy5EiNGqWUUkpdShP/JQG42Uuk5EVWjgQ/o8PgnhskO9zqX0OkZMScJfDLCvD3k+DopJvh6Xed1+3jDZ+9CB/NglVbJJjauB68/rBkz5YNqgLcNgzqRcC3i+DXtZKFXj8KHrldMudd/RfdpbUE0YMDZEBRK6NRMns37qxeKZchvaR0zI4DsOeIBHYjQqSe9NgRjpnlDetIvefPfpRg6No/Jfg8oj/cO9q5tvv5Mnqg1LxevRUG9bww2wDo3Qm+fQO+WQCbd0kg1ccLwmtLBvM1dp0aLRrBR8/BJ99LCR03NwmyT39ZBrN0db5fuBcaRMHPK+D7pVKT/NZhEoQvG0QH6NACZrwiA1Vu3CnXUVgtuPkauHuk67rX9h0rXdo4v7dpV/U6WUAyvD94FuathEVrYOUmuVZDgqQjZdRAx/IhXp4w5XnZx8VrpWPJ3U2updEDZZDemuxjda5Vq7qR0nmw/QCMvMr1/k26CdbvgD2HYc1W8PaGuuHSKXT9lY7zvvwA/O8bOb/Z66RTrUNzufYNBph8vwzu+/NKKS+Tmy/HqV4kPHwbdG/jug3nw8pN0tE0auCF24ZSSimllFJ/NwazueyDqc7uvPPOagfRAb788ssaNepiyszMJCgoiIyMDAIDdXQlpZRS6q+quBhGPwbREfDx85e6NeqvpKAQhj4Avl4w7wNbeZu/o/EvStb7D/+rfCBUpZRSSiml/u6qGhuuUib6jBkzzle7lFJKKaUuCKMRHrgJnvtAspDbN7/ULVJ/FQtWSW3124b9vQPom3dJtv1bj2kAXSmllFJKqerQmuhKKaWU+tsY3AsSUqSGvVKVmTFP6sL/tFzKqdw4+FK36MLKzoNHboMru13qliillFJKKfXXUuMgemZmJh9//DG///47SUlJTJ06lW7dupGamsqMGTO49tpradq06flsq1JKKaVUpcaOuNQtUH8VH80Co7sMAvzkOPD3vdQturAGaPBcKaWUUkqpGqlREP3UqVP069ePkydP0qxZM/bv3092tqR8hYSEMHXqVOLi4nj//ffPa2OVUkoppZQ6X2JnX+oWKKWUUkoppf4KahREf/LJJ8nKymL79u2Eh4cTHh7u8P7111/PwoULz0sDlVJKKaWUUkoppZRSSqlLpUZDCv3222889NBDtGrVCoPB4PR+48aNOXny5Dk3TimllFJKKaWUUkoppZS6lGoURM/LyyMsLKzc97OysmrcIKWUUkoppZRSSimllFLqclGjIHqrVq1YvXp1ue//8ssvdOzYscaNUkoppZRSSimllFJKKaUuBzUKoj/yyCPMnj2bN998k4yMDABMJhOHDx/m9ttvZ8OGDTz66KPntaFKKaWUUkoppZRSSiml1MVmMJvN5pos+NprrzF58mTMZjMmkwk3NzfMZjNubm68+uqrPP300+e7rRdEZmYmQUFBZGRkEBgYeKmbo5RSSimllFJKKaWUUuoiqGpsuMZBdIATJ07w448/cvjwYUwmE02aNGHUqFE0bty4pqu86DSIrpRSSimllFJKKaWUUv88FyWI/negQXSllFJKKaWUUkoppZT656lqbNh4LhvZvXs3ixcv5vjx4wA0atSIq6++mrZt257LapVSSimllFJKKaWUUkqpy0KNMtELCgqYMGEC33zzTWkddJDBRQ0GA7feeiuff/45np6e573B55tmoiullFJKKaWUUkoppdQ/T1Vjw241WfnTTz/N119/zX333ce+ffvIz8+noKCAffv2MXHiRGbOnMlTTz1V48YrpZRSSimllFJKKaWUUpeDGgXRZ86cye23385HH31E8+bNMRqNuLu707x5c6ZMmcKtt97KzJkzz3dblVJKKaWUUkoppdT5ticWbuoCP0y91C25fL10rxwje3+14/brbHjiXzD2Cmn34u8udYuqJum0tPfjyZe6JRfWV+/APVdBXo5t2g9TZd/3xF66dl3ubuoin097ro5bdgaM6wffvl+jzdQoiF5UVESPHj3Kfb9Xr14UFxfXqEFKKaWUUkoppZRSSqnzaP1S+OptMHrANTfD6HugmY5peNk4cwJ++wGG3w4+fpe6NX9P/kFw9U2wZA4kn6n24jUaWHTIkCEsXbqU++67z+X7S5YsYfDgwTVZtVJKKaWUUkoppZRSl5cHXoaC/EvdiprbtlZen3oPQsIuaVOUCz99DkYjDL7xUrfkr+edueDlXbV5h94M87+Cn6fDvS9UazNVykRPTU11+HnllVc4duwYo0aNYsWKFcTFxREXF8fy5csZOXIkcXFxvPLKK9VqiFJKKaWUUkoppZRSl6XQSIhueKlbUXNpyfKqAfTLT1Y6bFwOXa/ULPSaiG4on8+qCAiGDr1g3VLIza7WZqqUiR4aGorBYHCYZjab2bVrF/PmzXOaDtC6dWst6aKUUkoppZRSSin1V7J/O8z5GI7tBzc3aNMVbnkIIus5zrcnFtYsggM7INUSoI1uCANGwsBRzuu9qQu07AQPvgqzPoKdmyAzFV74BFpbao3v2wYLvoFDOyEvVwJjPQfB9XdVPdP02H74+Qs4sgcyUiUoGVYHuvaDkXc7znvyMPz4OezdKgG1WmHQpR+MuluCbfZeulfaN/scalPnZsPCmbBpBZxNkOMbWAuat4cbJ0JYlMz38WRYvRA+mA/hdRzX8cNU+HEa/PtT23HbEwuvTJQSLe16wNzPZP9zs2Hii/DpS7bl7eu6W/fl93kQ+wfEHYKMFPD0hiat4Lo7bdsoa982WPQtHNoFOVkQGCLLDLsVWnSwzWc2w6r5so2TR6CkGOo2hkE3wJXX1fxYAhzdJ+veuxVSEqG4GCLrQu9rYNhtktkNYDLBQ9dCfh588it4eDqva/I9cHAnfDgfakfYpseugl/nwPH9UFgAEXWh3wgYdgu4udvmW7VAjvPEFyEgCObNgBOHpYTIRwsq3o91S6GoEHpcVfF8K3+BX2dBwklZb4+B8K+JzoH36pzPiq4d6/Vxvs7hphVSSiX+mNR99w+E6MYwaDR0L7PvW1f/P3v3HR5Vmfdh/J50agBpgiKKiogoTbECKopiF10sq67dVde2uuray7vqumvXtYsd7AUQLBTFglIVEFQ6SC8JCaTP+8dJhkxmBpIQCOr9uS4vwinPeU6ZqN/zzO8Jnq85M4L7un0b6HVMUI4luUKcXfa75banK9ePA44I2v/mUzjsxEp3v1Ih+q233hoTokuSJEmSJOl35JepQfi3zwHQdwAsnAXfjQ6C9bteCALEMh+8GIR5u3WCfZvDurUw+Wt49l+weB6cdXVs+zlZcMu5QQB44JFQmA916wfrPn4LXrgP6jaAbocEoezs6UEgPm083PpUUM97Y+bOhFvPC8Lpbr2CUDp3bRDaffZudIg+YzLcczkUFQYBXrNWQYj60esw8Qu4ayA0bLQ5VzNaOAz/ujy4xu33Ca5xKAlWLA4CvUP6bQjRq+un7+G9F4Kg9PCTgqC+7e5BQDpmSHCs/hfG7vf8v2Gn3aDTfkGov2pZEMLefSn8/d/QvXf09sNeh5cfgLT0YPT0di1h9bLgmo77bEOIHg7DozcH9dhbtoGD+gb38Ptx8NRdsHAOnHVV9c935Lsw4Qvo0AW6HBSU25k+IXhJM2saXHN/sF1SEhx6Irz5JIwbCQcfFd3Or3NhxiTocnB0gP76Y8HnoUnz4Dzr1g/O8dWHg/t49X2xfRr3KXz/DXQ9JAiZy08Smsi074I/d91Ijfphr8LU74IAuMvBMPXb4Fn9ZSrc9syGFwZQ9fsJ8Z8dqLl7+PFb8Py90Lgp7Nsb6jeCrBXwy7Tgd0z5EH3oK/DyQ8HviYOOgvQ6wWfk5YeC63/N/bA5OXXZXABTv6v5EP3222+vRo8kSZIkSZL0mzHla7jgRujTf8OyT9+GZ++BF/8L/3hww/Lzb4DmraP3Ly6Ce6+EjwYFk1dWLLGwYBb0Pi6oRVx+FO/C2fDi/dBmN7j5iehR4O8PDMLM4YPh2D9vvP9fDAtG9F77n9igcO2aDT+XlMD/bg9C1xsfDQLtMq8+HIyGf+0RuOTWjR+vKhbMCgLPfXvD3/8Tva6wILh2m+uHcUGfex8fvbxt+yBcXrEYTr04dr//vhF7L1evgH+eBa88En0t5/0ELz8IjZrCHc9Fj5QPh4P9yox8Lwhfex8HF9y0IegtKoQH/xGEpQf1hV06VO98TzwPzrs++lkKh4Nwd/QHMHMytO8cLD/0BHjnmSB4rxiijyytsnH4iRuWff/NhhdKV/8bMupsaP+5e4PPxbjPYkdQT/4a/vkodOpR+fOYOSUI6httl3ibKd/A/70UhONl/XjsFvhyOAwfFP3ZqMr9LJPo2ampezjqvSB8v/c1yGwSva78Z3PJQnjt0WCb/3tpw++Q0y4NXgJ8Nzr4nPc8ZuPH25gWO0C9hvDTlCrtVqma6JIkSZIkSfqd275NUI6lvMNOCkagThoL2as3LK8Y0kFQZuGI/lBSHIweryglFc64Mjr0BPj0HSguhr9cF1tG5bizg9G0X42o/Hmkxin9Ur7dmVNg6cKgNnL5AB2Ckdr1M4MSG0WFlT9mpfuWHmdZGmTU3fy2d94jNgStjHj3snFT6HEYLJkPyxdvWP7pOxAugQF/jS01EwpF11wf8UYwivi866NHSqekwoDLgp+/rMJ9rahpy9hnKRSCvn8Kfv7h2w3LmzSDrj2DMjRLFmxYXlQUlCVq3DQY4V2+7wAX3rQhQC9r/4y/BX/G63v3XlUL0IsKg89VxWC5op7HbAjQy/px2mXB+Y+pUC6mKvezTKJnpybvYXJKbCkWiP5sfjk8+F1wzJnRL+FS04LrDsG3KjZXZpNgnoDSsuSVUamR6Il8+eWXTJw4kaysLEpKSqLWhUIhbrnlls1pXpIkSZIkSVtL+32C0hflJSUFy5fMD0YhlwWE63OD+t7fjQ4C6fz10fuVTWRZXvNW8Uuk/PxD8Of3XwdlKipKToFFczfd//2PCEqNPHBtUPaiU4+gVnKT5tHbzZ0Z/Llnt9g2MuoGo2q//wZ+nQdtdt30cSujddtgpP1XI4LyGvv2gj27w067x17z6mq3Z/X2W7owGHU99bvgvhUWRK9fvXxDqZlZ04I/995/423m5wU15xs3g/dfjF1fNvL+17nV6zMEAfSIwfDVx8G9ylsXHYpWfAb7nAzfjQpGV5cFshPGBLXzTzw3OuD9ZWoQHo+KngsyIi09ft937Vi1c1ibFfxZt8HGtytfZ75Ms+2D8jMLZwfXoqzcUVXuZ5l4z05N3sMDj4RXH4HrBgQlWjp2C74lUFbOqczGPpu77x28hJr306aPtyn1G8KvxUG5p0qqVoi+atUqjjnmGL799lvC4TChUCgyoWjZz4bokiRJkiRJvyGZCcpJlI2SXZcT/FlUCHdeHEz617Z9UM+7QWYwKnb54mBSzIrB3cbaz80O/nz3+c3r/257BbXT33shGB07unSEbrs9g8lRyyZVXJ+z8f40ahq9XU1IToFb/hdM3PjtyKC+MwSj7Pv+CU46L3ZUdVUlOp+NWbIAbjoneCnSsRt06xlMVBkKBSVgfpwYfS/X5QTryq5RIrnZQaC9alkwEWoiFV++VMWD/whqom/fJnhp0rBxcJ3X5QT1wgsrfJNg7/2DUdqfDwlG0ienBKVcQqHYCTJzsoIR0Rvte17ssk2NKK8orfSbCYX5G99uY5/N5b8G969Bo6rfz421X5P38Nizgm94fPJ2UAJmyMuQnByM/j/7mg2j58tqyMfrTyhUOoJ82aaPtykFpdc7PQPWx7mPcVQrRL/uuuv4/vvvee211+jRowe77LILI0aMYOedd+bBBx/k66+/5qOPPqpO05IkSZIkSaoNWSsTLF8V/Fk2anT8mCBAP/QEuLjCAMqvRgQhZVXUqRf8+cKYDT9XV4cuwT8FefDz1GCS0I/fgvuuhPsHB/WQ65SeR8LzLV1ep3789dXVoBGc+4+gbM2vc4ORwiMGw5tPBYHuiecG2yWVTppYUhzbxroaDPYBhr0WhKWX3Rm8DCnv2X8FoWt5dRsEweqaFbEj/Msru4+7dIB/vVyzfYZgRPyEL4JyPNc/FP0C4ucfghC9olAomDTz9ceCfcu+cbDXvtGT5kJw70PAM59VsWNVnPCyXoPg3udkb3y7jX02Q6EN17uq93NjavIelr2oOPSEoAb6jMnBi65vPgmC/3+/HtzDsmNmrYwdLR8OB+dbE5/LnOzgWKlplQ7Rq/V9kWHDhnHxxRczYMAAGjQIvm6QlJTErrvuyuOPP07btm256qqrqtO0JEmSJEmSasPMKcGkm+WVlAQT8IVCQekRCMpFQFD/uaIZk6t+3F33Cv4sK+tSE9IygpHnZ10dhNMF+cHkiRCMnodgZG5Feeth9vRghHCrnWquP+WFQtB652AE+j8fD5ZN+HzD+noNgz9XxRlxW1buoqYkupfhcPA8VFRWruT7bzbebp16wTkumlOlkhmVVtbvLgfFjuCfMSnxfr2OC0LrUe8Fk4+GS2LnAYDgPNdmweL5NdblhHZsF4wm31gN/nifq+WLYeVS2GGX6FIuUPn7uTFb6h42aBRMsHvVPdBx36AcTVmd+o19Nn+ZGozYL/s9VF1564PP1o7tqrRbtUL0NWvW0LFj8KGpXz9I/3NyNrwJO/LIIxkxYjMmBpAkSZIkSdLWtXg+jHw3etnId4PlXQ4OymXAhgn/KgZ70yfAZxX2r4wjTwlKOwy8H1YsiV2fuzYY+b4pP32/oUxDeWWjeMsm9Wy/TzDyePJXG4L1Mu8+F4SnB/bdEEzWhGW/Bv/E9K10lH9q2oZlZfWpK06g+M2nVRtJXBmJ7uX7A2HBrNjt+/QPQuvB/4udoDIchlXl6pAfNSAoefL03UFwWdGyRfGvSaX6XTpKeUaFYHjBLHhvYOL9Gm0XBLiTvw5Ki5QFuhUddVrw55N3BiOnK1qzIgiXa0KHrkGJlY3V+v58KMz7ecPfw2EY9HjwbYVex21YXtX7uSk1dQ+njY+dxLOoCHJLa8KXfTYPOir4XTD0tehnqagQXns0+LnXsVU/j/Lm/Bhctw5x6q5vRLXKubRq1YolS4Jfaunp6TRv3pwpU6ZwwglB/aBFixYRClXx6wuSJEmSJEmqPfscAAP/A5O+hB3awcJZQTmUBo3gnL9v2K5bT2jWCj58Kdhmh3aweB5MHBsEkuOqWAJjx13hvBvguXvh6v7Q5cAg5F6/LgjpfpwYBGcX/HPj7XzwYhDWdegaTGKamgZzZgaTlTZvvSEsTUqCv94O91wO914J+/cJQtmfvw9eBLTYYcPEkzVl3k/wwHXQriPssDNkNg1qO383GkJJ0O+MDdt27xX0YcyHwUjjtu2DwHbad8HI60lf1ly/+vQPasc/+I9gYtYGmcE3AubMDF6cTBobvX2bXYMa1i/+B679U3BNm7aENSuDEeBdDt7wrPTpH5TU+XxI8G2GvfYLJqnMWhWUs/llKvzt7uBeVdWuHYNr+c0ncPuKoB7+iiXBiP4uB2/8GezTP3ghkbUSjvlz/JclnQ+Eky+Ad56Fq04KPhtNtw9qpS9ZEITUA/4ajNTeXPsdGpSf+X5ccE7x7LM/3HouHHBk8DJr6nfBNyZ26xQE3eXPrSr3c1Nq6h7+99pgZPtunYLrWFwUvMBaOBt6HL6hdEvL0s/eyw/B9acF55BeByZ+Hkwe271XbJmaqvq+9MXZvnG+SbMR1QrRe/bsySeffMJNN90EwIABA/j3v/9NcnIyJSUlPPTQQ/Tt27c6TUuSJEmSJKk27LoXnHQ+DH4Chg8KwubuveHMK6JrRmfUDSbJfOXhIDidPiEoKXH5XcHEf1UN0SGoVd12dxj6Kvw4KahZXbd+END2OwN6VmL06RGnBPv8MjUI3sPhYP8Tz4V+Z26o6Q6wR2e4a2AwYeL33wS1xhs3g6NPD65Bw0ZVP4eN2aUDHH9OcK0mfRmMrm+0HXTaD447OwgXy6RlwE1PwMsPBGHpzz8E6297JnipUZMh+s57wD8fgzf+B9+NCu757nvDnc8Fte/jha5HDQhKYQx9NRjNn7cOGjYJgu39+2zYLhSCS28Pgv+R7wYvWfLWBc9Iyx3hz1fCXj2q1++k5KAW+muPwpSvYdZ02H5H+PNVQQC+sWewY/fguVixBA47MfF2f7okqK8/fFBwH3LXBqF0s9ZwyoXBqOma0KFr8Pn5cngwwWw8/c6Ebr2CmudLF0L9hsGz+qdLol8CVOd+bkxN3cPTLocpX8EvpbXsMzKg+Q5w/g1w6InR2x7zZ2ixY/B8jf0oGIW+fRs466rgGwKbO3D7y+HB75qyMlKVFAqHK46l37QffviBTz75hMsuu4z09HRWr17NqaeeysiRI4EgZH/99dfZfvvtN9FS7cvOziYzM5OsrCwaNmxY292RJEmSJEmStKWsXgGXHwO77Q23P1PbvQmMfC8omXLHs9C+c2335vfrh3Hwf5cFLwZKX8xVNhuu1kj0Tp060anThjdkjRs35tNPP2XNmjUkJydHJhuVJEmSJEmSpG3GsNeguBiO6F/bPdmg93FBv956Bm56vLZ78/v11jPBKPSDq14SploheiKNGjWqyeYkSZIkSZIkafOsy4FP3gomQx31XlA+5YAjartXGyQlwyW3BuVx1ucG9cNVs3KyYK99gzkdkpKqvHulQvSXXnqpyg0DnH322dXaT5IkSZIkSZJqRE42vP4YpKYH5VIuuDEIrrclu+5V5TrdqoL6mXDqxdXevVI10ZOqkc6HQiGKi4ur1amtyZrokiRJkiRJkvTHU6M10efMmVNjHZMkSZIkSZIk6beiUiH6TjvttKX7IUmSJEmSJEnSNqfqdVokSZIkSZIkSfqDMESXJEmSJEmSJCkBQ3RJkiRJkiRJkhIwRJckSZIkSZIkKQFDdElSlY1nGt05jad4M2r5RdxBd07bqn15ijfpzmmMZ1q12/iVZXTnNG7niRrsmba0eM9bomdzU2Ywh/04neGMrckuStuUJxhMT/7CStbUdlckSZKk35RqhejnnXce48aNS7j+22+/5bzzzqt2pyRJkramB3mZtrTmSA6s7a7oN25bfin3Z44hRIineKu2uyJJkiT9plQrRB84cCCzZs1KuH7OnDm8+OKL1e6UJEmVNYC+vMV/2Ytda7sr2sru5DLe4r+b3c53TGUC0zmTY0jyS3r6HWtIfU7kMN5nJItZXtvdkSRJkn4ztsj/Kf7666/UqVNnSzQtSVKURjSkLa3JIL22u6KtrCVNaUvrzW7nLT4hnTQOp0cN9Erath3NwRRTwnuMrO2uSJIkSb8ZKZXd8P333+f999+P/P3pp5/m008/jdluzZo1fPrpp+y7774100NJ0hZXSBFv8yljmcgcFrKKbOpTl86053xOZg92rnbbT/Emz/A2T3IL3ekYte5DRnMHT3Ibl3AcvVnMco7nCrqxJ09yS0xbRRTRl7+SQSof8hhJJCVs/31GMYbx/Mw8VpJFBmnsSTv+wgkx/aiqfAp4k48Zyuf8ynKKKaExDejIrpzHSezOTvzEPM7gek7lSK5nQ4mz0XzHtfyXVFIYxXNR4f9xXE6IEB/wKAA5rOMtPuErJjOfJawhm0Y0ZD/24iL6swMtE17rX1nOqwxlIUvYjkacQT9O42jChHmVobzDZyxhBS3YjvM5mWPpGdXW7TzBED7nPR7mM8bxHiNZykqa0ojj6M25nEBKJf8zYgZzeJ53mcYsVpFFPerQimb0Yl/O56SobX9hAc/yNhOYTg7raEZjetGd8zmZRjSI2vYi7mAiPzKeQZXqRzzZ5DCG8RxMV+pTN2b9eKbxEh/wE/PJYi0NqEcbWtKPQziZPgCcwQ0sYikjeY7k0vEJJZTQhwvJJpebuYgTOSzSZtl9eopb6caeAIziWz7hG6Yzi+WsJoVkdqMNp9MvJtz/lWUczxUcS0/O4QQe5hUmM5MQIQ5gH/7BX2hEQ77nJ/7HYKYzmySSOIz9uJZzqENG1Pldwl1cSH960IknGMwM5pBEEvuyF1dwBjtWeM42ppAiBjOCj/iCeSwmiRC7sxNncRy96B53+zcYwQi+ZC6/EiZMS5pyAPtwASfTkPqRbavybMxnMS/wHhOYznJWU4d0WrAd3enINZxNiBDncxtT+ZmhPE5TGsf07VYeZxhf8Dx3sje7A/AZ4xjMcOawiFzW05D67EJr+nMEh9Mj8jsNYAifM4TPI+2V/x0VJswHjOZ9RjGLBRRRzC7swCkcwQkcGtWPmvxcA+zBzuxIS4Ywhr8yoLK3VpIkSfpDq3SIPn36dN58M5ikKxQKMW7cOCZMmBC1TSgUol69evTs2ZMHHnigZnsqSdpissjhAV6kM3twIF1oSD0WsYzPmcBXTOZpbqcj7bZ4P7anGV3Yg4lMZykracF2UevHMpks1nIix2+y7Ma/eZ7d2In96ERjGrKMVYxhPJdyN//m7/SOE+hV1u08wSd8w2604Xh6k0oKS1nJeKYznVnszk7sRhsyacAEpkftWzYBaiFFTGYm+7M3AItYxmJWcBy9I9vOYVHpxKkdOZR9ySCdufzKCL7kSybxCvewPc1i+vc6HzGB6fSiO/vSkZF8y394kQzSmclcRjKOg+lKKil8zFfczhO0ohld6RDT1n95ie+ZSR/2py4ZfM5EnuJNfmYe/+aaTV6rmczlPG4liSR60Y3tacZacpnDIt7ls6gQfTIzuJx7KKSIw+lBK5rxPT/xOh/xBRMZyF00omGl7lFlTWQGRRTHLQc0lolczf00oC696E5TGrGatfzEPIbxRSRE786e/MRcZjAn8jn5iXlkkwsE97x8iD6B6aSTSid2iyx7jEGkkkJn2tOUxqwmm8+ZwPU8yLX8hdM4KqZ/v7Kc87iVDuzCiRzKdGbzMV+xlJX8jdO5jH/Rg06cxGFM4EfeZxQlhLmNS2LamsovDOR9DmAfBtCXWSxkNN8xmRm8wF3sQItNXssCCvkb9zCB6exOW07gUIooYiyT+Dv/4Tr+woBy55FHAZfxf0xhJm1oyXH0Jo0U5rOEd/iMY+gZCdGr8mwsZxXncDPryeNgunIEB7CefBawhDf5mCv5MykkczKHM4WZfMBozqvwMmctuXzGOHZhh0iA/hYfcy/P05TG9GZfGlGfFWQxjV8YzXccTg92py2nczSv8xG7s1PUi4NWpZ/VMGFu5lFG8BVtaElfDiKVFMbxPXfxFHNYyFWcFXN9a/Jz3YndGMYXzONXdqLVJu+tJEmS9EdX6RD9xhtv5MYbbwQgKSmJ5557jjPOOGOLdUyStPU0pB5DeJzmNIlaPosFnMstPM4gnuCmrdKXfhzCRH5kOF9yDsdHrRtWOqqzH4dssp03+C+taR61bAWrOYt/8givVDtEz2EdnzKODuzCQO6OjDwGKKaEdawHIESIrnRgFN+ykjVsRyMAxjOdLuzBVH5hAtMiIXpZuN69dGQywM60ZjhPklluNG7ZtpdyN8/xLjdzUUwfJzODV7gnEnz+mWM5iat4iFdoQiaDuJ/GpYHjsfTkL9zCywyJG7ZN5Wde477IC41LOY3L+D9G8i2fMW6TJVCG8QUFFPIfro255mtYG/m5hBJu53/kkc+j3MgB7BNZ9zCv8jIf8givcWucAHhzTGEmAB3YJWbd+4wmTJgnuZXd2Slh37vTkdcYxnimRUL08aUvT/Zjr8jPEATHP/AznWlPGqmR5Q9zfUxQvY48zuNWnuQNTuTQmJJFE/mRv3M2p9MPCMLZq/g3XzKJq7mf/+OKyDUvooiz+CfD+ILLOS3yPJb5mincyAX0L30xAPA2n3IPz/JfXuRB/rGRqxh4pnSU+AWczMWcSogQALms56/cxUO8wmHsR7PS3zNPMpgpzKQfh3Abf436LOWwLvKirKrPxmd8y1pyo65NmSxySCEZgD7szwO8xPuM4lxOjPQX4CPGkk8BJ5V7+fEeo0glhde4lyZkRrVb9jy0py0NqBsJ0S/m1Jjr9B4jGcFXHEdvbuKCyDc6CiniHzzIKwylLwfFPJM1+bnek10YxhdM4SdDdEmSJKkSqlUTvaSkxABdkn5H0kiNCdAB2rEj3ejIJH6kiKKt0pc+7E86qXzE2Kjla8llLJPYnba0Y8dNtlMxQAdoSmMOowfzWbJZk+qFCZNGKknlQjeAZJJoQL3I38sC8bIQdQ3ZzGIBB9GFTuzGd6XBebBN8HO3ciF6ferGBOhBux3ZhR35lh/i9u80jo4KZFvSlM60J4d1nMdJkaANYC92ozXN+Zl5Cdsq/42AVFK4tLQExBDGxN0nnoxygXGZ8iU4pjCThSzlQDpHhaQAF9KfTOozgi8prOHncBkrAdiuQihaXvom+t6VDiSTFLmHABOYxk604igOZgWrmcsiAL5nJoUURd1nIO5I77pkcCy9yGEd04id0H0HWnAaR0f+HiLEkRwABGFu+ZcWKaRwOD0oppg5pX0prw3bRwXGACdxGG1oyVgmsZrsmH3KK6GEt/mEHWgRFaAD1KMOF9CfQooYybcAFFHMu4ykPnW5lnOiAnQInv26pWVnqvtspJMW08/yn6d00jiGnixiGd8xNWq79xlFGqn0q1AOJYXkSAhfXsVyMhvzBiOoQzrXc15USaRUUris9LM1gi9j9qvJz3XZS4Cy51+SJEnSxlV6JHp5EydO5JtvvuHSSy+Nu/6JJ57gwAMPpHPnzpvTN0nSVjSTubzEB0xmJitZQxHFUevXsDZu3eCaVp+69KQbn/ANPzEvMgL4U76hgMJKjUIHWMhSBvI+3zGV5aymgMKo9ctZHbcUSmX6dxBd+JJJnMmN9KEH3diTjrSLqRFeVv94PNPoy4GMZzphwnSnI/kU8Dzvkct66lGHCUxnB1rQkqZRbYxnGq/zEVP5hTWspbjcfUlN8K/xiqOmgci9a59g3VR+idtWF/aIWdaJ3UkmmZnMjbtPeUewP68zjGt5gCM4gB50oisdYl7alLVVMVyGIEzuwC58w/fM41d2pc0mj1tZWeQAxK2H3pcDGcW3nMst9OUg9mMvurBHTEmZ+tSlPW2ZzAyKKCJEEhP5kaM5uNyLlGm0pXXkhUrFuvyryGIg7/MVk1nMCvIpiFq/nNUx/duNNlFhNWy4zxt7BuK1tQ/tY0okJZHEPrRnPkv4iXn0oFPMfmXmsZhscmlKY57mrZj1ZSO15/Jr5M9c1rMfnaLqnsdT1WejJ115nNe5jxf4jqkcQGe60iHui4qTOZzXGMa7jGS/0vP7kdnMZC5HcVBU6H4kB/IIrzKA6ziKg+hGRzrTPu6zk0ge+fzCAprRmBd5P2Z92e/dsutUXk1+rsuueflvVEiSJElKrFoh+k033USdOnUShugjR45k2LBhDBkyZLM6J0naOqYwk79yNwA92Js2tIyMAh3DeH5iXkwIvSX14xA+4Rs+4otIcDSML0gmiaM4aJP7L2AJ53ATuaynGx3pSTfqUYcQISYwnYn8uFnncx9X8TzvMYIveYLBQDDa9nh6cxmnRcputGNHmpDJhNIRyhOYTj3q0IFdyKeAZ3ibScygDS1ZxqqoutkQvDi4kYepSwb7szetaBZpewhjWMyKuP2rR52YZWUjfROtK67w0qRMxbIVZds3oj45rIu7T3l7sRtPcSsvlF6vDxkNwJ604wrOiITJOaVlcBKNCG9aWn6kbLuaUjZaOd7z0If9+Q/X8hpDeYdPeZOPCRGiO3tyFWfRnraRbbvRkenMZhqzSCGFXNbTnY60ojmtaMZ4pnMKRzKeaWSQTsdyNdizyOFsbmIJK9iH9uxHJxpQlySS+Il5jGE8hXH6V537DMT9Vkmi6152/zd1r8teRsxmIbNZmHC7PPKj2mteiRdzVX02WtGcF7ibp3mTL5nMJ3wDQFtacQl/og/7R/ZtS2u60oExjGcNa2lEA95jJEDM5/EsjiWT+rzNJ7zCUF5mCMkkczBduIaz4377paJscgkTZhmreIa3E263vvQ6lVeTn+uylzQVSwRJkiRJiq9aIfqECRMi9dHjOeSQQ7jnnnuq3SlJ0tb1PO9RQCHPcjudK4w8DkYyxi8JUBllo1uLKYlZlyiYO4DONKYhI/iKv3EGS1gRmYSzaYVazvG8xjCyyeVOLosZuf4vnmUiP1b9RMrJIJ1LGcClDGARyxjPNN7mU17nI/Io4CYujGzbjQ58wjcsYxUTmB4p/dGJ3UgnjQlMYzmrgOh66ABP8xZppPIy/6IN20et+5ivN+scKmsVWbStUDO5mBLWkLPREijldaEDXehAHgVM5We+YCJv8TFXch+DuZ8daEH90hBwJVlx2yhbXj9OWLg5ykpgZJeGwBX1pju96U4u65nCTEbxLe8ziiu4h7d4IFK+pzt78jIfMp7ppJISCdshCNjHMpF15DGdWXRjz6hvEbzPKJawgkv4ExdwctTxB/I+Yxhfo+ccT6Lrvipy3Tc+2rrsvhzGfpWacLZBaXvL4oyKT9R2VZ6NXdmRf3MNRRTxI3P4iskMYjg38jBNaUxn2ke27c8RTORHhvI5/ekTmfCz4rcFQoQ4gUM5gUNZw1omM4MRfMknfMMClvA6/44pS1NRWdjdgV14mX9t8ty3lLLnvaYn6pUkSZJ+r6pVE33t2rWkpCTO35OSksjKiv8/OpKkbc9ClpJJ/ZgAPY98ZjBns9ouCxnLguLyEpUDSSGZIzmQZaxiPNP4iC8JE+ZoDq7UMReyFIBeFSayDBOOTCRZU1rTnBM4lKe5jbpk8DkTotZ3Kw3iRvAls1kYCebSSGUfduc7psWth152HjvTOiZAX8FqFpWe45Y2iRkxy37gJ4opjhqJXRkZpNGdjlzNWZzLieRTwLjSuu5lbU0oNwlnmfXkMZ3ZpJNW45Mg7lpaX38uize6XT3qcCCduYmLOJZerCQrqlRGFzqQTDLjmcp4prErO0YCyn3pyGqyeYdPKaI47n0G4k52G+/6bwlTmElJhRddJZQwhZ8IEYpbSqS8trSmHnX4kdmVmj9hJ1pRjzpMZ1bCFxhlNufZSCGFTuzGxZzKtZxDmDBjmRi1zWHsR2Ma8j6j+JRvyGEdJ1QYhV5RIxrQm325h6vYl47MZiELWAJs/MVhPeqwM62ZwyLWkrvRY2xJ80qf910rMb+EJEmSpGqG6Lvtthsff/xxwvXDhw9nl112qXanJElb1/Y0JZtcZrEgsqyYEh7ilU1OKLgpHWkHwFA+jwrpvucnPoozeV6ZshHkw/iCYXxBHdI5lH0rdcyyuuKTKwSQA3k/6hyrYzXZ/BKnjbXkUEBhzCSUZaH5S3wIwL7sFVnXjY78xFy+4QfasD3NKtQJb0lTFrCElayJLMungHt4LqZm/ZYyiI9YWm7ywUKKIiVsjqXXJvf/np9i6nvDhtHDZddrH9qzAy34ismRYL3Mc7xLFmvpy4EJ68BXV9fSQHtanNrRE/kxbhBa9plIK3ev65LBnuzC9/zEZGZEjWIu+/lFPoj6e5ntEzyvwxnLl0yq8jlVx3wW825pGZMy7zKS+SzmYLpETVoZTwrJnMIRLGYFD/FK3CD9FxZERrankMzJ9CGHdfyHF2Oucw7rWEceUPVn40dmx/2WS9mx0yp8RlNJ4Vh6MZuFPM4gUkjmuDjP9nimESYctayIIrJKw/CyZ7kh9QkRivrclDeAo8gjn7t5mvWl51jeIpbxK8vi7ltTpvILySSzD7tv0eNIkiRJvxfV+j/R888/n6uvvpprrrmGW2+9lUaNGgGwZs0a7rjjDoYPH879999fk/2UJG1BA+jLN3zPBdxOH/YnnVQmMJ1lrKYbe8YdAVpZndiNfWjPd0zjXG6hKx1YzArGMJ6edGUU38XdryPt2IlWDOdLiiimH4dQp7RO+6b0pw8fMpp/8CBHsD+ZNOAHfmYmcziYLozdjGByGas4kxvYnZ3YlTY0pwlZrGUMEyiimD9zbNT2bWlFUxqzgtVk0oDdyk2K2Z09+R9hsljL4fSIOdYA+nI/AzmTGzmcHhRTzDh+IEyY3dmJnzajzE5l7cVunMH1HMEB1CGdz5nIPH7lUPaL2+eKXuQDxjONrnSgFc1JI5WZzOFbptKa5vQufTGSRBK381cu5x6u5F76sD/b05Tv+Tky6erfOKPGz2832tCa5ozj+5h1/2Egy1lNZ9qzPc0IEWIyM5jGLDqxW8w3N7qzJz/wM1AYFZQ3pwltaMl8lpSG7e2i9uvHIbzIB9zPQMYzne1pyk/M4zumcij7MYpva/y8KzqAffgPA/mSSbRjB2axkC+YSCMa8HfOqVQbF3MqM5jDIIYzlkl0oQNNaMgyVjGLBfzEPF7grkid9Us4lan8zDC+YCo/cyCdSSWVRSzla6bwLHfQnrZVfjaG8QXv8CldSicTrUcdZrOIr5hEJvU5nt4xfe/P4bzCEJazmsPYL+5cANfyX+pRh07sxvY0paj08zibhRxOj8hExWUvVCYxg1t4jDZsT4gQx3AI29OM/vRhKj8zhM+Zwk/sx140ozGryGIuvzKVX7ibv9GqEjXWq2MdefzAz/SgU6V/p0qSJEl/dNUK0a+44gomT57MQw89xCOPPEKrVsHXZ3/99VdKSko466yzuPrqq2u0o5KkLecQunEfV/MC7/ERY8kgjX3pyP38nWc3MvldZf2Xa3mQlxnLRH5hAbuzEw9yHctZnTBEhyBc/F/pqOd+lSzlArAHO/MY/+R/vMEoviOJJPZmd57jTsYwfrNC9FY04yJOYTzT+JapZJVORrgHbTmNozmQzjH7dGdPhvMl3ehAiFBkeUfaUZcM1pEXU+ID4E/0JYUUBjOc9/iM+tTjYLpwOadzPQ9W+xyq4u+czad8E6nb3ZRGXMQpnMuJldr/FI6gPnWZyi9M5EfChGlJU87lRM6kX1St7c7swUDu4hne5hu+J4d1NKMxp3M053PSFqnfHCLEyfThUV5jKr+wV7kJP//CCYziW35kDl/zPSkk04pm/I0zOJUjY+pfd6MjL/A+ySTF3M9udGQ+S9iH9qSQHLWuBdvxNLfxCK/yLT9QTAntactj/JOlrNwqIfpe7Mr5nMQTDGYQw0kiid505wrOZAdaVKqNNFJ5hBt5n5EM5QtGMo5CimhCJrvQmpPpE1U+JJ00Hucm3mAEwxjLu4wkmSRa0pT+9KFVaSgNVXs2+nIg+RQyhZlMYxYFFNKCJvTnCM7muMg3VcrbgZbsw+5MZiYncXjc87uc0/iKKUzjF75gAhlksAPNuYHzOZFDo7a9k8t4gJcZyyRySstRlX8ZczuXchBdeJeRkXr5TchkR1pyJX+mR7lvrNS0kYwjnwJOps8WO4YkSZL0exMKh8PhTW8W36hRo3j77beZPXs2AO3ataN///707t27pvq3xWVnZ5OZmUlWVhYNGzq5kiRJALfzBEP4nA94ZIuNiN1WZJHDCVxBH/bnZi6q7e5sVeOZxiXcxYX052JOre3u1Jp8CujHZdQlnfd5JFLX/PfoAm5jFVm8yQObnAhVkiRJ+r2rbDa8WYVFDz30UA499NBNbyhJkrSNyqQ+f+EEnuQNzuekSFkO/XF8yGiyWMufOeZ3HaB/yw9MZib3c40B+m9YEUU8x7sM50uWsIJCivgPf4+Ux1LVJHqZeBF3MJEfGc+gKrX3d/7DPH5lMP+J+pzNZzGP8Bo/8DOryKIedRjN8zV2Hr8n3TmNrnTgaW6r7a7UqCKK6M81dGAX7uWq2u6OJKmKNitEX7RoEZ9//jnLli2jf//+7LDDDhQXF5OVlUVmZibJycmbbkSSJKmWnc7RFFLEElYYov+BDOR9VpPNO3xKEzI5lSNru0tbVA7ruYo/cyj71XZXtBleYSjP8DZd6UAf9ieFZNrSqra7VWkfMpo7eJLbuITj4sxR8Fs2gemMYTz/xxVRAXoxJVzLf1nAEvpxCM1pQjpptdjTqqvuSwVtkEIK53Iid/M0P/AzndittrskSaqCaoXo4XCYv//97zz22GMUFRURCoXo1KkTO+ywAzk5ObRt25Y777yTq666qoa7K0mSVPPSSeNC+td2N7SVPcbrpJDM7uzEdZwbVaP/9+gww/PfhS+YSF0yeJybSN28MVEimBPiLf5LIxpsdltP8gbb05Qj2D9q+a8sYzYLOYnDuOkPVjZM0Y6lF08wmP/xBk9wU213R5JUBdX6Huf999/Pww8/zLXXXssnn3xC+bLqmZmZnHzyybz99uZPRCdJkmrH7VzKeAb97uuh/9F1pyPjGfSHrYc+nkF8w6u8xL8cEajfjBWsJpP6Bug1JIN02tJ6syevnsUCJjGDozkkpizUclYD0JTGm3UM/falkMyRHMB3TGUBS2q7O5KkKqjWf3k988wznH322fzrX/9i5cqVMev33ntvPvroo83unCRJkiQJnuJNnmHDQKXunAbA9jTlQx6LLP+A0bzNJ8xmIQC7sAOncERM6ZTytcD3Z2+e5i2mMYsc1kVKdoQJ8wGjeZ9RzGIBRRRH2juB6Lmx8ingTT5mKJ/zK8sppoTGNKAju3IeJ7E7O0UmrQa4gye5gyfL9WfjZUIq036ZIooZxHCGMob5LCaFFPZgZ87kGHrSLeF12JwXih8yGoA+FUahH8flLGYFAM/wduQelj/eGrJ5jncZw3iWs5r61KUbe3IB/dmVHaPaK7uG7/Ewo/mO9xnFQpbSlwO5nUsBWEUWL/AeXzCRpaykLnXoSgcu5tSY9uazmBd4jwlMZzmrqUM6LdiO7nTkGs4mRCjyrAFRPx9Lz8gxAX5mHs/zHhP5kSzW0pTG9KQbF3FK3JH+7zGS1xjGQpbSmAYcyUFcUsV7sJxVvMNnfM0UFrGMHNbRlEYcRBcu4hSakLlFr994pjGUL5jCTJazCoC2tOYkDuNk+sTtcx8OYBDDGcIY/sqAKp2vJKn2VCtEX7BgAQceeGDC9fXq1SM7O7vanZIkSZIkbdCNPQF4nWCw0ukcDUAD6kW2uZ+BDGY4zWkSCblH8i138CQzmcu1/CWm3e/5iRd4j+505CQOZ0lp4BsmzM08ygi+og0t6ctBpJLCOL7nLp5iDgu5irMi7dzOE3zCN+xGG46nN6mksJSVjGc605nF7uxEb/ZlLesYw3h60T0q+N6UyrRf1u/reZAxjKcN23MqR7KefD7ha67hfq7mLM7kmCpc+cr5lmnUIZ12FULW0+nHT8xlCJ/TlQ6R+1j252qyOZdbWMhSurEnR3Igi1jGSMYxlkk8xo10Zo+Y493PQKbyMwfRhUPoGgmLF7KEi7mTpaxif/amN91ZRTYj+ZZvmML/uJm9Sr95s5xVnMPNrCePg+nKERzAevJZwBLe5GOu5M+kkMyF9GcIY1jMiqjSZ+1pG/l5DOO5kYcJEaIX3WnBdsxhIW8wgm+YwkDupiH1I9s/y9s8yZtsRyYnchgpJPMJXzOXRVW67hOZwSsMYV/2Yi92JYVkZjKXt/iEr5nCq9wbt1RXTVw/gBf5gAUsoRO70bz0+f6ayfyLZ5nHYq4u9xkp04GdSSGZ75hqiC5JvyHVCtGbN2/OggULEq6fMGECbdq0qXanJEmSJEkbdKcj3enIEMYAxIyansiPDGY4O9OaF7grEhxexCn8hVsYxHAOpwdd6BC13zh+4FYu4fgKI9XfYyQj+Irj6M1NXEBK6f86FlLEP3iQVxhKXw6iA7uQwzo+ZRwd2IWB3B0zqeY61gOUhui5jGE8vele6YlFK9s+wFC+YAzj6UqHqLrx53Iif+ZGHuE1etGdHWhRqWNXxjry+IV5dGL3qL4BnEE/xjONIXxON/aMuW+P8BoLWcq5nMBlnB5ZPpZJXMV93MGTvM0DMSVifmEer3IvLWkatfxWnmAFa3iUGzmAfSLLz+ckzuYm7uYZBvFvAD7jW9aSy985m9PpF9VOFjmkkAwEz9oEprOYFXFH669hLbfyOI1owHPcETVB9wi+4iYe4Une5B+cC8AClvAM79CcJrzCPZEA+yJO4Rxu3siVjrUvHRnBU9QlI2r5ED7ndp5gMCM4n5Ni9quJ6wdwA+fTukLpuyKKuZJ7GcRHnM7RMcdIJ4127Mh0ZlNAIWmkVumcJUm1o1o10U8++WSefPJJZs+eHVkWCoUA+Pjjjxk4cCCnnvrHrK0pSZIkSVtbWbh+EadEjbxtSH0uKh09/GHpNuXtwc4xATrAG4ygDulcz3mRAB0glRQuKx09O4IvI8vDhEkjlSRCUe0kkxQ1Wr66Ktv+0NJzvIIzo+rGt6QpZ9CPYooZztjN7k95y1lFCeGY0iGbUkgRH/MlmTTgfE6OWncwXehBJxawhCnMjNn3LI6LCWdnMIfv+Ylj6BkVAAPsRCtO5DB+YT6/ED0gLp20mPYzy40a35ShfE4u67mM06ICdIC+HMge7MzHfBVZNpwvKaaYMzgm6prVp27cwHtjmpAZE6ADHMMh1KMO3/JD3P1q6vpVDNAhqHvenyMopoTxTIt7/O3IpIhiVpG1yXOUJG0bqjUS/Y477mDUqFF07tyZQw45hFAoxH333cctt9zC119/TZcuXfjnP/9Z032VJEmSJMUxk7nAhjIh5XWnIwA/MS9m3Z60i1mWRz6/sIBmNOZF3o9ZX0QxAHP5FQjCz4PowpdM4kxupA896MaedKRdVABfXVVpfyZzySCdvdg1pp2y6zAzznXYHFnkANAgTtmQjZnLIvIppBsdySA9Zn13OjKOH5jJvJhvEHSMc35T+RkIano/xZtxjvdr5Li7siM96crjvM59vMB3TOUAOtOVDlUepV923Kn8wkKWxqwvoJA1rGUN2TSiYeQ57BKnTE28ZZsykm95h0+ZwRzWkksxJZF1ZZO6VlQT1w8gl/W8whBG8x0LWcp68qP2SXT8stI2a1gbE+ZLkrZN1fovmszMTL755hv++9//8tZbb5GRkcGYMWNo164dt912G9dddx116tSp6b5KkiRJkuLIZT1JhGhMw5h1TcgkRIjccmVPymwXZ/R0NrmECbOMVVGTmVZUPjC8j6t4nvcYwZc8wWAA6lGH4+nNZZwWNySuisq2n8t6WrBd3Daa0iiyTU0qG8ldQGGV9ivrR7x7ABvvb7xR71nkAkEpmLFMSnjcvNL71ormvMDdPM2bfMlkPuEbANrSikv4U8wkqYmUHfdNPt7oduvJpxGQy7rSc4j/rFbFKwzhIV6hMQ3Zn71pTpPI/XidjyhMcE9q4voVUsTF3MkM5tCetvTjEDJpQDJJLGY5Q/g84TORTwHAZn8uJElbT7WHBdSpU4ebb76Zm2+uWs0ySZIkSVLNqkcdSgizmuyYgHAV2YQJU4/KDXQq264Du/Ay/6rUPhmkcykDuJQBLGIZ45nG23zK63xEHgXcxIVVO6Fqtl+POqwiO24bK0tLZ1T2OlRW2YuL7NIR6ZVV1o+VCUp6bKy/oZglG7a7jr8wgKMq1Ydd2ZF/cw1FFPEjc/iKyQxiODfyME1pTGfaV/o8BnF/ZIT2xrcPRuyvIjum/EtVypsUUcyzvENTGvMa90Y992HCvMSHCfeties3hvHMYA4ncCi3cHHUuhF8xRA+T7hv2bcX4r30kiRtm6pVE12SJEmStO1oT1sAJjA9Zl3Zst3ZqVJt1aMOO9OaOSxibeno3KpoTXNO4FCe5jbqksHnTIisK5sgs3zJjZpsvz1tySOfqfwSs1/ZdWhfyetQWc1oTCYNmMfiKu3Xltakk8p0ZkVGN5dX1f6WlbD5obQsSVWkkEInduNiTuVaziFMmLFMjKxP3sh923Dcnyp1rLLncBIzYtbFW5bIGtaSwzo6sVvMi6PpzI6M9q6sql6/stI1veges27yJs5jHotpTpMq1Z6XJNWuSo1EP++88wiFQjz99NMkJydz3nnnVa7xlBSaNm3K4YcfzuGHH75ZHZUkSZIkxXcsvfiA0TzD2xzAPpHJRXNYxzO8FdmmsgZwFPfyHHfzNLfzV+pUmLxxEcsIEZQEWU02K8mKGYW8lhwKKKQRDSLLykLDpaysdF+q0v4x9OI7pvE4r/MoN0Zqpi9hBa8ylGSSOYqDK33syggRogt7MJrvWE12pUcXp5LCkRzEh4zmBd7jr6UTtgJ8xWS+Zgo70pJ9KjEaHIIQeC92ZQRf0ZNuHMmBUetLKGESMyJ1839kNjvSMmoiWtgwGjyN1MiyhpH7toJWFSbTPJ7ePM+7PMFg9mZ32lW4T3nk8zPz6cRuABzFQTzL27zGUPpxcCQAz2Edz/Fupc4VgnIw6aQxkznkkR8pjZJNDvfzQqXbKVPV61dWy3wyM+hJt8h2E5jOu3yW8DhLWMFK1tC3QvuSpG1bpUL0kSNHkpSURElJCcnJyYwcOZJQKN4XoKIVFxezcuVK7rvvPv71r39x/fXXb3aHJUmSJEnRutKBARzFYIYzgOs4jP0AGMk4lrKK0ziKrhUmp9yY/vRhKj8zhM+Zwk/sx140ozGryGIuvzKVX7ibv9GK5ixjFWdyA7uzE7vShuY0IYu1jGECRRTzZ46NtNuJ3Uknjdf5iLXk0qg0cL6AkxP2pSrtH8MhjOJbxjCe0/gHh9CV9eTzCV+TRQ5XcVaVJ86sjN7sy2i+YxzfVymkv4IzmMh0nuNdvucn9mJXfmU5nzKODNK5jUsio/cr4/+4gku4k3/yCK/zEXuwM+mksoSV/MBPrGYtX/EyAMP4gnf4lC6lk4nWow6zWcRXTCKT+hxP70i7+9KRzxjHP3iQA+lMGqnszk70pBuNacj/8Teu5yHO4HoOYB/a0ooCiljMcibyI3uzO49yIwA70pIL6M9TvMnp/IM+HEAySYzkW3ajDfNKJ/DclCSSOJUjeIWhnM71HEJXclnPV0xme5rSjMaVvm7VuX496UYrmvESHzKLhbRjB+axmLFMpDf78hnj4h7jG74HgmdGkvTbUakQfe7cuRv9+8YUFRVx4YUX8sQTTxiiS5IkSdIWch1/oT1teYtPeJeRAOzCDlzMn6IC0coIEeJ2LuUguvAuIxnLRNaRRxMy2ZGWXMmf6cFeALSiGRdxCuOZxrdMJYu1NKIBe9CW0ziaA+kcaTeT+tzH1TzNW7zLyEjJjY2F6FVpP0SI+7iaQXzEED5nMCNIJYX2tOVMjolbeqMmHMH+PMhLDGNslUL0xjTkRe7mWd5hDOOZxAzqU5fedOdCTqlUjfHyWtOcV7mXVxnKaMbzAaNJJommNKILHTicHpFt+3Ig+RQyhZlMYxYFFNKCJvTnCM7muMhIa4ATOZxfWc7HfM2LfEAxxRxLz8gI7IPpyqvcy8t8yLf8wDh+oA7pNGc7jqMXR3NIVD8vpD/NaMxrDOMdPqUJDTmSA7mYP3EwZ1f6fC/ndBpSnyGM4S0+oQmZ9OVALuJUBnBtla5dVa9fXTL4H7fwMK8wiRlMYDq7sAN3cTlNyEwYon/EWJqQyaGG6JL0mxIKh8PhLX2Qjz/+mHvvvZeRI0du6UNVWXZ2NpmZmWRlZdGwoZN6SJIkSZKq7n8MZiAf8B4PxUyYKQHMZzH9uYaLOIUL6V/b3ZEkUflseLNC9KlTpzJs2LDIyPS2bdty9NFH06lTp+o2udUZokuSJEmSNlcu6zmJq+hFN27iotrujrZBt/AY45nGOzwYM8+AJKl2VDYbrlQ5l4ry8/O5+OKLefnllwmHwyQlBTXaSkpKuPHGGznzzDN59tlnSUtLq17vJUmSJEn6DalHHe7kUqYzm2JKSK5CLXP9/hVRxE604jh6GaBL0m9Qtf6tfv311/PSSy/x17/+lR9//JG8vDzy8/P58ccfueSSS3jllVf4xz/+UdN9lSRJkiRpm7U/+3AeJxmgK0YKKVzAyezHb+eb+5KkDapVzqVp06Ycc8wxvPjii3HXn3XWWXz00UesWLFiszu4pVnORZIkSZIkSZL+eCqbDVfr9XhhYSH7779/wvUHHnggRUVF1WlakiRJkiRJkqRtRrVC9L59+zJixIiE64cPH86RRx5Z7U5JkiRJkiRJkrQtqFSIvmrVqqh/7rrrLubMmcPJJ5/MZ599xrx585g3bx6ffvopJ510EvPmzeOuu+6qdqcef/xx2rZtS0ZGBj169ODbb7+t1H6DBg0iFApx4oknVvvYkiRtq54in+6sZTzbzre9jiOH48ip1T78SgndWcvtrI9afjvr6c5afqWkSu39lzwOJ4dcqlzxLuJDCunOWj6ksNpt/J5U5TkZTxHdWctT5G/hXlVeomcphzD/IY/jyaEHa+nOWmZSXEu9rJxbWM+x5JC/Gc+3JEmS9EeTUpmNmjZtSigUiloWDof54YcfeP/992OWA3Ts2LFaJV0GDx7MNddcw5NPPkmPHj146KGH6Nu3LzNnzqR58+YJ95s7dy7XXnsthxxySJWPKUmSBDCfEt6kkEtIox6hTe/wG3Y76xlCER9Qj1ZOgFctj5DPOxRyCMkcXTqN4Hbb+HNzAen8iVxep4C/kF7b3ZEkSZJ+EyoVot96660xIfqW8sADD3DhhRdy7rnnAvDkk08ydOhQnn/+eW644Ya4+xQXF3PmmWdyxx138MUXX7BmzZqt0ldJklT7mhPiLepSvwbCy2fJJwU4lbTN75h+98ZSRBtCPEjd2u5Kpe1EEj1JYSAFDCCNOtt46C9JkiRtCyoVot9+++1buBuBgoICJkyYwI033hhZlpSURJ8+ffj6668T7nfnnXfSvHlzzj//fL744ouNHiM/P5/8/A1fD87Ozt78jkuSpFqTQoi2JG92O2sI8ylFHE7K734UumrGcsJ0qYFnb2vrRwqjKGIEhZzoCyNJkiRpkyoVom/K+vVBDdI6depsVjsrVqyguLiYFi1aRC1v0aIFM2bMiLvP2LFjee6555g8eXKljnHPPfdwxx13bFY/JUmq6EMKuYM8biOD40iNWjeeIi5hPReSxsXlyid0Zy1dSeYuMniYfMZRTB5h2pPExaTTo5L/mn6fQsZQxM8Us5IwGcCeJPMX0uheoY3yfTmEFB4jn6kUEwL2JYVrSI9b2mM0hTxPAbMooR4hepLCFVUsBVFCmA8o5B0KWUgJ+UAmIdqTxJlx+voBhbxNAbNL61DvQhKnkBZzfX+lhOPJ5VhSuJ3q/7fICAopAA5PcN3DhPmAIt4vvQ5F5fp0QoU+bcwiSnieAr6hiFWEaUiIA0jmYtLZvvTa5xHmSHJoTIj3qR+3ndPIZQEljKA+9QmxnBLeoZCvKWIRYXII05QQB5HCRaTRpNx9PY4cFpfWxD6e3MjyriTzdLlR1ZXpa3k18ZwkMp4ihlLIFIpZXtr3tiRxEqmcHCcILvt83UMGj5DP2NLP124kcTnpMc8bwCyKeZR8JpZ+JvYhOW7/y0rhAEykmO6sBaKvXxFhBlHIUAqZTwkpwB4kcyZp9Kxw7PK/PzIJMZB8fqGETEJ8SP3I8d6jHqMo4l0KWEqYViRxAWn0JZVCwjxNAcMpZCVh2pDE30jnoDjneTApZABDKDJElyRJkiqh2gUw58+fz7nnnkuLFi2oX78+9evXp0WLFpx33nnMmzevJvuY0Nq1aznrrLN45plnaNq0aaX2ufHGG8nKyor8s2DBgi3cS0mSEltLmPNZxwJKOJFU+pLKz5RwBesZXclJKf9NHqsoYT9SOIM0DiaFHyjm0o20MZ1iLmQdqcDJpLInyYymiEtZFzPh4BAKuZY85lFCP1I5hhSmUMylrKvStJmPUcDd5JNNmL6kcjppdCeZ2ZTwbYXJGO8njzvJYzlhTiCVE0hlOWHuII//kFeFo1bed6V96BRnZHGYMDeTx13ksaa0/yeSynrgLvJ4qJJ9mkoxZ5LLEArpQDKnkUoXkvmIIs5hHQtLXxhkEOIwUlhEmClxJqr8iWJ+oYSepETK2EykmFcooAlJ9CWFAaSyA0m8RSHnso6ccvf1dNLYvfQ/A08nlQtJ48IKLygq29cyNfWcJPIiBUyimI4k8yfSOJpU1hDmX+TzYILrn0OYC1jHbEroRwqHksKPlPA31vNLhev6C8Wcxzq+opgDSOFPpFEEnM86FlX4TPQmhQtLw+ftCcVcvzBhriePh8gnnzCnkspRpPIzxVzDel6lIG5/P6WQ61hPk9KXMwdWCMAfJJ9XKKAbKRxLKiso4Wby+JoirmM9H1PIwaRwFKksoIS/sz7mPgGkEqIDyfxAMeudYFSSJEnapGqNRJ8xYwYHH3wwa9as4YgjjqBDhw6R5S+99BIffvghY8eOpX379lVqt2nTpiQnJ7N06dKo5UuXLqVly5Yx28+aNYu5c+dy3HHHRZaVlAT/o5CSksLMmTNp165d1D7p6emkpzuJkiRp2/AzJRxFCneRQag0DD2dVM5mHf9HPvuTQsYmSou8QT1aV3gvvoISzmIdj5BP7zijpL+kmH+RwZHl1t3KeoZRxGiK6Fu6PIcw95NHHeAl6rFT6XEuI8ylrGcFJWxfydIn71NAM0IMol7MOWWVC/ImUsRgCtmZJF4oV+v8IsL8hVwGUcjhpNClZr5QFzGFYpoTYrs4Ywzeo5ARFHEcKdxEBimlfSokzD9YzysU0pdUOmyktEcRYf5ZGlm+SF32KLftZIq4mPX8l7xIfe1+pDKEIj6ikH0qtDusNJY+ptz925dkRlCfuhWu7RAKuZ08BlPA+aWjqs8gjZ8o5idKOJ20mG8fVLWvNfmcJHIDGTHPeRFhrmQ9gyjkdNJoWWH9T5RwKqlcRzpJpcfvXvoy5w0K+We58/o3+eQCd5HB0eWu6+Pk80KF0Ls3qfQGnqGA7Uu/OVLeUIoYQxFdSeZx6pBaeuxzSePPpZ/LXqSwQ4X+fk0xj1In4bdQ5lDMIOrSuHS/40jlL6zjn6ynHckMol6kxvkBJHMjebxOAdeREdNWB5KYRDHTKI47Kl+SJEnSBtUaiX7DDTeQlJTEpEmT+Oijj3jggQd44IEHGDZsGJMnTyYpKSnhJKAbk5aWRrdu3fjss88iy0pKSvjss8844IADYrbfY489+OGHH5g8eXLkn+OPP55DDz2UyZMns+OOO1bn9CRJ2mqSgctIjwToALuRTD9SWU2YL0tLRmxMxWARoClJHEYK8wmzOM5I1K4kRwXoAMeX/n16uRG6oykit3TdTuWOk0KIS6tRBiKV+P/xkVnu/MvKZFxEWtRkoQ0JcVFpWPlhJa5LVRQSZjVhmiQIet+gkDrA9eUCdAhG9F5W2qcRmxhv/QVF/EqYs0iLCqUBOpNCT1L4kuLIiPHuJNOcEJ9QRFG5lwwlhBlOEY0JsX+5dpqQFBOgAxxDCvUgZrR/Tfa1pp+TeOI95ymE6E8qxcD4OOdXB/hbuQAd4FhSSSb6OV9CCRMpZjeSogJ0CILvBlXs69DSZ+EK0iMBOkBLkjijtL/D4zwvvUjZaBmn80iPBOgAe5FMa0KsBS6tMEnoYaSQQvCiLp6yZ32pI9ElSZKkTarWsJMxY8bw97//nU6dOsWs22uvvbj88st54IEHqtWha665hnPOOYfu3buz33778dBDD5Gbm8u5554LwNlnn03r1q255557yMjIYK+99orav1GjRpF+SJK0rWtJKG5t6S4k8z6FzKSEwzfRxkJKGEgB31HEcsIxhSKWE2b7Csv2iHPMFqXL1pZb9nNp0Bhv8sROJFdpSsUjSeVNChlALkeSSneS6URyzKj0maXH7Ban9e6ly36qQiBcGWUj4RvECaHzCPMLJTQjxItxynCUxflzE4SVZX4oXT+PEp4iP2b9SkooAeZTwp4kk0SIo0jlJQoYS1HkGwXfUswKwgwgNSrQBxhZWnN+BiWsJRx1lZZvon+b09eafE4SySXMKxQwmiIWUsL6CuvjnV+bOC8WUgixHSHWlguPfyrdt3OcntYlxO4kM6EKz9xMiskgCLkrCkZ9FzAzTn87bmJ8S/sEL8wWUczuFY6VTIgmpbXy4yl7cbXGEF2SJEnapGqF6IWFhRudRLRu3boUFlav+uWAAQNYvnw5t956K0uWLKFz584MHz48Mtno/PnzSUqqdil3SZK2KYlGPpctz9lEwLWAEs4hl1yC0LknSdQrHdc+gWImUkxBnDbqxTluWQRXUm77nNI/G8fdPkSjKpTo+HvppKUfUshzFPAckA70IYWrSadRaUCYS5ikBMdsUnpuuTUc/KWXHqtiPXiAbMKEgWWEeSZBLWsgJtSN1w7AR5sYRV++RnU/UniJAj4qF6KXlXLpV2HE9CsU8BD5kRHqzUmKFBl5nYIq1SWval9r8jmJp5AwF7OOGZTQniT6kUomIZKBxZQwhKK4dybecx70iahouexzFq//kPhzmkgu0CLBPk1Ll8d7hptsIkTf2Oe2foJ1ie5g2auR2EIvkiRJkiqqVojepUsXnn32WS644AIyMzOj1mVnZ/Pcc8/RtWvXanfq8ssv5/LLL4+7bvTo0Rvdd+DAgdU+riRJ1VUWXxXHCcY2FoSvSrCubHm8YKy81yggG7iTjJhQ9V/kMXEzR2zXL/1zdZx+FhNmDWGaVzJgTCHEWaRxFmksp4QJFPMhhQyliJWEeay0vnY9QpQkKK+yqjTQThSOVlcDQqQA2XHWlR2rA0m8TL1qH6NszwepwyGV/E+wXUlmd5IYSxE5hEkhKJ2yE0l0LDfyuIgwz5JPU0K8Rt2oMDZMmJc2Ev7XRF9r8jmJZwxFzKCEE0jllgqx7wgKIyWAqqvscxav/5D4c5pIvY3ss7J0ebxnuGaf6o3L2sSLA0mSJEkbVGtI9x133MGsWbPYY489+Oc//8nAgQMZOHAgN954I3vssQezZs3ijjvuqOm+SpK0zWpYGkQtixOcxSvbUGZJgprlk0rD73jlG8pbWLpvrwpBZ5gwU2qg5MlupUHtpDht/UBxtY/QjCSOIpVHqcOOhPiWYvJKr1370mPGK59Rtqxi6Yqa0I4kfqWEwgr3sB4hdiaJOaUlUqqrrLTH91W8av1IJR/4lEJGUcQ64OgK93sNYXIISqdUHM08nZI4BVmI1AmP93RWta9b6jkpk+g5B5hcA8/57qXXLF5b6whXuXxQe5LJA6bGfYaLSrep3W9Wziu9prtugc+SJEmS9HtTrf96P+ywwxg2bBgtW7bk3nvv5bzzzuO8887jvvvuo2XLlgwbNoxDDz20pvsqSdI2q0NpJPkxRVElQeZTwqCNjAIuBh4nv3R8deBnihlGIY0JcdAmRgG3TBD+DaSAWVWogZ1I79JJKT+gMBK6QTDy+YkqjG4uSBDqrwfWEXw1ruw/So4tPednKIgaxZ9TrpzKsdX7Mt1GdSWZAjbUxy5vAKnkAXeTF1VupcwiSvh1E9e7Fym0JMRrFDAxzsjpIsJMjrP8KFJIBoZRxDAKCRFbyqUJIdIJanHnletfNmHuJy9uf8q+S7gkTr+r2teaek4SSfScT6CId6tUqCZx+11J5mdK+KhCey9QEDVPQGUcU3p/Hic/alLYJZTwKoUkA0dVuIdb2zSKaUqINrUc5kuSJEm/BdX+P9A+ffowadIklixZwrx58wDYaaedaNmyZY11TpKk34pmJNGXFIZTxFms4wCSWUWY0RRxACmMTFBuYjeSmEwxZ7OO/UhhNWE+oZBi4CbSYybdrKg/qXxIIf9gPUeQQiYhfqCYmZRwMMmM3exyLiGuI4PbyePs0glB6wNjKSadDfWdNyUfOJ91tCFEB5JpSRLrCDO2tJTLWaSSVtpWV1IYQCqDSychPaz0P1dGUsRSwpxGKl23QIh+KCm8TiHjKIoqlQLBdZ5KMUMoYgq57EcyzUhiFSXMpYSplHA3GbTaSCCZRoj7qMMVrOci1rMvyexauv0SwkyimExCvF3h3JqSxH4k8w3FJBFMflnxOEmEOJVUXqGQ08nlEFLIBb6iiO0J0SzOfepOCi9TyL/I4zBSyQC2J4ljSu9FVfpaU89JIj1JoRUhXqKAWRTTjmTmUVI64WoKn21mOReAf5DO+azjNvIYTRFtSGIaxUyjmC4kxx1ln8gxpDCKFMZQxGms4xCSWQ98QiFZwFWks0MthtcLKWERYU6p5SBfkiRJ+q2o9P+BHnvssRx77LH069ePNm3aRJa3bNnS4FySJOBmMmhEPp9QxJsUshNJ3EQGTQklDNEbEOIh6vAQ+bxHAXkEZR4uIp39K/Gv6T1I5jHq8D8KGEURScDeJPMcdRlD0WaH6ADHlgaiz1HAUAqpT4iepHAF6ZxJbqXaqAP8jTS+o5jJFLOKIhoSYieSuIxU+lY41+vIoD3JvEVBZKTxLiRxMekcv4WCv66ksAtJDKeI8yJTcgZChLidOhxEIe9SyNjSsipNCLEjSVxJOj0qURajI8m8Tl1epoAvKWIKxaQCzUmiNykx16FMP1L5urQsSsVSLmUuJ52GhBhCIW9RSBNC9CWFi0hnQJz7dFDpPXyPAl6hgCKC0fhlo6ir2teaeE4SqUuI/1GXh8lnEsVMoJhdSOIuMmhCqEZC9F1LPzePks/XFPENsE/pslcoYFIV2goR4j4yGEQhQyhkMIWkEpR5OZO0uGVptqayyWlPNkSXJEmSKiUUDocrVdyzf//+fPrpp+Tk5LDnnnvSr18/jjnmGA4++GCSkn67XwPNzs4mMzOTrKwsGjZsWNvdkST9gXRnLV1J5unSCTVV+96jgLvJ51nq0LmWg05pSygizMnk0ooknvR3jyRJkv7gKpsNVzr9fvvtt1m5ciWffPIJffv25cMPP6R37940bdqU0047jZdffpnly5fXSOclSZJqw3GksgtJkdrr0u/NEApZTJirKnzbQpIkSVJilR6JHs/cuXMZMmQIw4YNY/To0RQUFNC9e3eOOeYY+vXrR7du3Wqyr1uEI9ElSbXFkejbpqkU8xVFnEka9Tazlre0rXmfQsKEOZG02u6KJEmSVOsqmw1vVohe3vr16/nss8/46KOPGDZsGPPmzaNly5Y8+OCDDBgwoCYOsUUYokuSaoshuiRJkiRJtaey2XCNFfusU6dOZPJRgOnTpzN06FCSkzc9yZYkSX9E42lQ212QJEmSJEmbUK0QfZddduGhhx7i+OOPj7t+yJAhXHHFFcyePXuzOidJkiRJkiRJUm2q9MSi5c2dO5ecnJyE63Nycpg3b161OyVJkiRJkiRJ0ragWiE6QCiUeKKt7777jkaNGlW3aUmSJEmSJEmStgmVLufy8MMP8/DDDwNBgH7VVVdx0003xWyXlZXFmjVrOOOMM2qul5IkSZIkSZIk1YJKh+jNmzenY8eOQFDOpXXr1rRu3Tpqm1AoRL169ejWrRuXXnppzfZUkiRJkiRJkqStLBQOh8NV3enQQw/l5ptv5vDDD98SfdqqsrOzyczMJCsri4YNG9Z2dyRJkiRJkiRJW0Fls+FKj0Qvb9SoUdXumCRJkiRJkiRJvxXVmlh00KBB/OUvf0m4/txzz+WNN96obp8kSZIkSZIkSdomVCtEf+CBB0hPT0+4vk6dOjz44IPV7pQkSZIkSZIkSduCaoXoM2fOpEuXLgnX77PPPsyYMaPanZIkSZIkSZIkaVtQrRA9HA6zZs2ahOtXr15NYWFhdfskSZIkSZIkSdI2oVohepcuXXj99dcpKCiIWZefn89rr7220ZHqkiRJkiRJkiT9FlQrRL/hhhuYOnUqhx56KB9++CGzZ89m9uzZfPDBB/Tu3Ztp06Zxww031HRfJUmSJEmSJEnaqlKqs9PRRx/Nc889x5VXXsmJJ54YWR4Oh2nQoAHPPPMMxxxzTE31UZIkSZIkSZKkWhEKh8Ph6u6cnZ3Nxx9/zOzZswFo164dRx55JA0aNKixDm5p2dnZZGZmkpWVRcOGDWu7O5IkSZIkSZKkraCy2XC1RqKXadiwIaeccsrmNCFJkiRJkiRJ0jarWjXRAYqLixk0aBAXX3wxJ510Ej/88AMAWVlZvPPOOyxdurTGOilJkiRJkiRJUm2oVoi+Zs0aDjroIM444wxef/11PvjgA5YvXw5A/fr1ueKKK3j44YdrtKOSJEmSJEmSJG1t1QrRb7jhBqZNm8aIESOYPXs25cuqJycnc8oppzBs2LAa66QkSZIkSZIkSbWhWiH6e++9x9/+9jeOOOIIQqFQzPrdd9+duXPnbm7fJEmSJEmSJEmqVdUK0bOysth5550Tri8sLKSoqKjanZIkSZIkSZIkaVtQrRC9Xbt2TJw4MeH6jz/+mD333LPanZIkSZIkSZIkaVtQrRD9ggsu4Pnnn2fw4MGReuihUIj8/Hxuuukmhg8fzsUXX1yjHZUkSZIkSZIkaWtLqc5OV155JdOmTeP000+nUaNGAJxxxhmsXLmSoqIiLr74Ys4///ya7KckSZIkSZIkSVtdKFw2lLwaxo4dy1tvvcXPP/9MSUkJ7dq1409/+hM9e/asyT5uUdnZ2WRmZpKVlUXDhg1ruzuSJEmSJEmSpK2gstnwZoXovweG6JIkSZIkSZL0x1PZbLhaNdElSZIkSZIkSfojqFRN9J133pmkpCRmzJhBamoqO++8M6FQaNONp6TQtGlT+vTpww033EDdunU3u8OSJEmSJEmSJG0tlQrRe/XqRSgUIikpKervm1JcXMzixYu57777WLBgAS+88MLm9VaSJEmSJEmSpK1oq9REv/POO3n00UdZvnz5lj5UlVkTXZIkSZIkSZL+eCqbDVdqJPrmOumkk/iDz18qSZIkSZIkSfoNqnaInp+fzzPPPMOwYcOYO3cuAG3btqVfv35ccMEFZGRkRLbt1KkTnTp12uzOSpIkSZIkSZK0NSVVZ6eFCxfSuXNnrrjiCqZMmUKzZs1o1qwZU6ZM4YorrqBz584sXLiwpvsqSZIkSZIkSdJWVa0Q/bLLLmPevHm88cYbLFq0iDFjxjBmzBgWLVrE4MGDmT9/PpdddllN91WSJEmSJEmSpK2qWuVcPvvsM66++mpOOeWUmHWnnnoqEydO5NFHH93szkmSJEmSJEmSVJuqNRK9QYMGNG/ePOH6li1b0qBBg2p3SpIkSZIkSZKkbUG1QvRzzz2XgQMHsm7duph1OTk5vPDCC5x//vmb3TlJkiRJkiRJkmpTpcq5vPPOO1F/79KlC0OHDmWPPfbgnHPOYddddwXg559/5qWXXqJJkybsvffeNd9bSZIkSZIkSZK2olA4HA5vaqOkpCRCoRBlm5b/OWHDoRDFxcU108stKDs7m8zMTLKysmjYsGFtd0eSJEmSJEmStBVUNhuu1Ej0UaNG1VjHJEmSJEmSJEn6rahUiN6rV68t3Q9JkiRJkiRJkrY51ZpYVJIkSZIkSZKkP4JKjUSv6LDDDtvkNqFQiM8++6w6zUuSJEmSJEmStE2oVoheUlJCKBSKWlZcXMy8efNYsGABu+66K61bt66RDkqSJEmSJEmSVFuqFaKPHj064bohQ4Zw0UUX8cADD1S3T5IkSZIkSZIkbRNqvCb6sccey5///Geuuuqqmm5akiRJkiRJkqStaotMLNquXTu+++67LdG0JEmSJEmSJElbTY2H6EVFRbzxxhs0bdq0ppuWJEmSJEmSJGmrqlZN9PPOOy/u8jVr1vDNN9+wZMkSa6JLkiRJkiRJkn7zqhWijxw5klAoFLUsFArRuHFjDj74YC644AKOPPLIGumgJEmSJEmSJEm1pVoh+ty5c2u4G5IkSZIkSZIkbXu2yMSikiRJkiRJkiT9HlQrRJ88eTKvv/561LIRI0bQs2dPevTowcMPP1wjnZMkSZIkSZIkqTZVK0T/xz/+weDBgyN/nzNnDieddBJz5swB4JprruHpp5+umR5KkiRJkiRJklRLqhWiT5kyhYMPPjjy95deeonk5GQmTZrEuHHjOOWUU3jyySdrrJOSJEmSJEmSJNWGaoXoWVlZbLfddpG/Dxs2jCOOOIKmTZsCcMQRR/DLL7/UTA8lSZIkSZIkSaol1QrRt99+e3788UcAFi9ezIQJEzjyyCMj63NyckhKcs5SSZIkSZIkSdJvW0p1djrhhBN49NFHycvLY9y4caSnp3PSSSdF1k+ZMoVddtmlxjopSZIkSZIkSVJtqFaIfvfdd7N8+XJefvllGjVqxMCBA2nRogUA2dnZvPXWW1x22WU12lFJkiRJkiRJkra2UDgcDtdkgyUlJaxdu5a6deuSmppak01vEdnZ2WRmZpKVlUXDhg1ruzuSJEmSJEmSpK2gstlwtUaib0xSUhKZmZk13awkSZIkSZIkSVuds39KkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLFeQxnvl0Zw1P1XZXtllLuYj5dI9aVt3rVsAM5rMfuQyvyS7+YSziOBZxXG13o9KWcgFLOKe2uyFJkiRJklRphuiSatVqHiSVttTlyMiyIn5lPt1Zye211zFtEZlcRAHTyGVEbXdFkiRJkiSpUgzRJVXZdtzJ9ry12e3k8R35TKABZxLy19EfQgb7kcoeZPEUYcK13R1JkiRJkqRNMrWSVGUptCSVtpvdzlreIkQ6dTl88zul34x6HE0R88nnu9ruiiRJkiRJ0ial1HYHpG1ZHpPJ4gkKmAEkkcG+NOIKUtmxwnbjyWUo+UyhmOUApNKW+pxEfU6OaXc+3UmnK9txN2t4jDzGUcIqmvM/MkprjecxkWxepoDvKWEdKbSkLkfQkPNIIqNS/S9gBlk8TwHTKGYVSdQjhVbUoReZnF9h21/I5lnymEAJOSTTjLr0oiHnk0yjqG2XchH5TKQN4yt5JWOVkM16xlCHg0mifmR5Dh+yijsAyGUIuQyJrGvOk2SU1l3P5hma8yRFLGYtgyhiLml0pAVPA1DEYrJ4hjy+ppjVJNOEDPYnk4tIoWXc89mRL8niaXIZTjGrSaEVDTiF+gwgRChqnzBFrGUQuQyliPlACmnsQQPOpC49K2xbQi4fkMM7FLGQMPkkkUkq7WnImeXu+XiWcQkNuZAMelTq2dtwPdexhidYz6cUk0UqO5HJBdSlT8y2YQpZy2By+Ygi5gFJpLE7DTiLuvSK2nYlt5PLEFrxHusYTQ7vU8RC6tGX7UrL7RSzimxeYD1fUMRSkqhLOl3J5GLS2DXm+HXpwxoeJIcPyWC/uOcjSZIkSZK0rTBElxIoYCrZDKQOB9CAARQyi/WMJp/JtOQFUtghsm02L1LEAtLoRArNKWEt6/maVfyLQubRmKtj2i8hi6WcSxKZ1OPI0mA1CJPX8haruY8kGlCHQ0iiCQVMJ5vnyWM8LXiKEKmb6P9MlnAeIZKoQy9S2J4S1lLIHHJ4NypEz2Myy7mcMIXU5XBSaEU+37OW11nPF7RgYEyQvrnymAgUkc5eUcuDMPd01vI6qexOnXKhbgqtorbN5mXyGU8delGH/Sn7ck0h81jKBZSwmjocQirtKGAWuXxQej7PkspOMX1awQ0U8BN1OQyAdYxkNf+hiMVR9zBMmBVcz3rGkEIb6nMqYdazjk9YwTU04moacmZk+zU8xlpeIoUdqEtfkqhHEcvIZwp5fBsJ0ctU5dkLFLGMyykhmzocRpg81vExK7iRZtQvvTZlfS9gGX8jnwmksjv1OAEoYj1jWcHfacx1NGBAzLVZxf0UMJUMDqIOh5BMk9JrvZBlXEwxS8lgf+rQm2JWsZ6R5PENzflfzD1OoQXJtHAkuiRJkiRJ+k0wRJcSyONrGnMjDegfWbaWt1nNPazivzTnwcjyJtxACq2j9g9TxHKuZC2DaMDpMaOfC5lFPY6jCTcTIrnc8tms5n5S2Y3mPBEVXmcxkCweYy2DacifN9r/XIYBBWzHf6hL76h1xawp188SVnE7YfJoxqPU4YDIutU8zFpeZg2PsB23bvR4VZXPFADS6BC1PI32JNGAtbxOGrvTiIs30sZEWvBizGjnVdxDCatpwj+jvgmwljdZzX2s4l5a8L+Y9gqZz/YMjrzMyORilnAOa3mNuvQlnT0ByGUo6xlDOl1pzuORFxoNOZcl/Jk1PEJdekXC7lzeJ5lmtGRQzLcIismK6UdVnr2gjeWksWfUy5V6HMUyLmUtr0aF6Fk8Qz4TaMgFZHJxZIR9Cbks46+s5iHqcBgpNKtwbX6hJa/GPMcruZViVsQ8O4WczxLOZhV3sz2DYs4xjT1ZzyiKWBTz2ZEkSZIkSdqWWBNdSiAYYXxS1LL6nEQKbchjLMWsLrdtbAgYIoX69AeKyYtb9iSVRlwZFaADrOUdoJjGXBcz+rshZ5NEY9YxotLnEYpT+qV8u/lMoYiFZHBgVAgKkMmFJJHJOkYQprDSx6yMYpYBkMR21W6jPifFBOhFLCGf8aSyC/Vi7l9/UmhLPt9RxJKY9jK5IKq0TBL1S0fsh6PKyuQyFIBGXBH1jYAUWtKAM4BichleofXUuJOnJpMZs6wqz16ZxlwT1ZcM9iOZ7SlgemRZmBJyeJsUdogK0INzrUdDLgAKWc/ImPYbclZMgF7ADAr4nnocE/PspLIT9TmRQn6hgF/inHcwkr2o9DmQJEmSJEnaVjkSXUognX1iQs8QSaSzD0XMp5CfSKYHEIzizeYV1jO6tOb1+qj9yuqkl5dCq7glUgr4AQhGI+fxbcz6ECkUMneT/a/LEazldVZwLXU5ggx6kE5XUmgetV0hMwHIoFtMG0nUJY0O5PENhcyLW9+6ukpKR2CXD62rKo2OMcsKSs8nna4xdcxDJJFBF3KYSwE/xYTC6XSJaa9sWdl1Kvs5REZMmRKADLqTVa4fAHU5khzeZDEDqMuRZNCdNDolrG1flWcvWNcg7oucFJqTX/o8ARQxjxKySaYpWaW148srKf2GQrznK961zmcqENREX8NTMevL2gnq1Uc/O0k0jDqmJEmSJEnStsoQXUogOcEI6bIRtCXkAMEkjUu5mEJmkEp76tGPJDKBZIpZTC5DCFNQ6fZLyAYgm+c3q//p7EVzniKbF8hlBLl8CARlNBpxRaQOd9l5JBoRnkzT0vPM2az+VBQivbTd2GtTWfGuYZjc0nVN4u6TFDmf3Djtxe5T8X4HP+eSTIsEfYptvzF/J4VW5PIh2TxHNs8RIp269KERV8e8TKnss7fhnBK9iEgGSsr1O3hxUchsCpmdYB8Ik5fw2OWVtZfHWPIYm7C9kjjthckH4n9TQpIkSZIkaVtiiC4lUMzKBMtXARuCy/WMoZAZ1OMEtuOWqG2D8HpITBsbE6IeADswhqTSn6srgy5k0IUS8ihgKuv5ghzeYjlXsj2DSWGHyHmUJDzflaX9qv6I8XiSaFx63Owabbfs+pXdp4pKIucTe22LWRUzOr3i/Q5+rkdJgvaL47QfIoWGnEVDzqKI5eQzgVw+JJehFLOS5jwWt414/avYl6oou4d1OIxm/LvKe1dU9nwmmox0Y8rue3LpcyBJkiRJkrStsia6lEA+UwiXG8ULQU3pYELMEKnsDkAhCwGoQ684bUyu8nHLSoSUL8OxuZLIIIPuNOZqGnIuYfJZzzgAUmkPQB4TYvYrYT0FTCdEOqnsVGP9ASLlPeKXpgl+NYUprka7wfnkM5Ew4ah1YcLkMal0u91j9s0vXRdvWdl1Kvs5TF6knEl5Zdcxrdz25aXQjHocRTMeJYUdyePbmJHalX32qiqVtoSoRwE/EqaoWm2Ul7YZz2oh84AUUmi72f2QJEmSJEnakgzRpQSKmE8O70Yty+FdiphPBgdHRtCWjVyuGJjnMSFm/8qozylAMqu5P+7klyWspYAZm2wnn+8jJTPK2zBSOiinks4+pLADeXxFXmmwXiab5yghi7r0jZq0siak0xWAAqbFrAvqZYcoZmmV202hJel0p5DZ5PJ+1Loc3qGIOaSzb8yIc4Asnq1QtiWHLJ4jGFd+bGR5PY4BYA2PR4XRRSxhLa8CydTjKCAoVxOE39HCrKeEdUBKTP3zyj57VRUihQacQjGLWc1DcYP0An5JOIq/onT2Io29WMcIcvk4Zn2YkrgvZ8IUUsBM0tgzYV14SZIkSZKkbYXlXKQEMjiA1fyHPL4klXYUMov1fEESjWjC3yPb1aEnybRiLS9RyCxSaUcR81jPWOrQm/V8VqXjprErTbiBVdzLYvqTwYGksANh1lHEIvKYSH2OpQn/3Gg72bxIHuNLJxNtRYg0CphJPt+SQmvq0hsIJqxswu0s53KWcSV16UMK25PP9+QzgRR2oBF/q/L125RUdiOF1jHBPZRNaLon+UxiBbeQShuCIPsYUth+k2034QaWcgGr+D/W8wWp7FJ6/z4nicY04YYEfWpTOvnnYQCsYyTFLKUBZ5LOnpHt6nEM6xnFesawmNOowyGEWc86PqGELBpxFSnsAAS1v5dyPim0IY0OpNCSEtaxnrGUsJIGnEWItKh+VPbZq45MLqaAGeQwiDzGkk4XkmlCEcsoZBaF/EQLXkhYU76ipvwfS7mElfyTtbxOGnsQIp1ilpDPDxSzmjZ8FbVPMLq/gLpxvr0hSZIkSZK0rTFElxJIYy8acj5ZPMFaBgFJ1KE3jbgiEpBCEPi24H+s5mHymUQ+E0hlF7bjLpJpUuUQHaA+J5HK7qzlVfKZVBqg1ieZljTkjKhR0YnbOIUk6pPPVPKZCIRJoSUNOZcGnBlVVzuDzrRgIFk8Qx7fUEIOyTSjAafTkPNjJr6sCSFC1Odk1vAo+UyNlLEpsx13spoHWM9Y1pEDhEmnc6VC9FTa0pKXyeJp8via9YwlmcbU4zgyuShhG025lzU8xTpGlNZHb0VjrqV+hXrfIUI05T7WMohchrCWwYRIJY32NODMqHA4RB0a8Tfy+I58JrOOVSTRkFR2ohGXUZe+Mf2o7LNXHSHSaMYj5PI+uQxlHSMJU0gyTUhlF+pzMqmlpXYqI4XWbM+rZPMq6xlNLh8AySTTlHS6UJfDY/bJ5SMglXocv1nnIkmSJEmStDWEwuFweNOb/X5lZ2eTmZlJVlYWDRs2rO3uSH8oxWTxKydQlz5sx8211o+lXEQ+E2nD+FrrA0Ae41nGJTTkQhpxca32ZUspIZtFHEddDmM7bqvt7kiSJEmSpD+wymbD1kSXVGuSySSTv5DLEIpYXNvd0VaQzatAMZn8tba7IkmSJEmSVCmWc5FUqxpwOmEKKWJJpUq16LctiYZsxx2k0Ly2uyJJkiRJklQphuiSalWIdDK5sLa7oa2kIWfWdhckSZIkSZKqZJss5/L444/Ttm1bMjIy6NGjB99++23CbZ955hkOOeQQGjduTOPGjenTp89Gt5ekilrwdK3XQwfIoDttGP+7rYcuSZIkSZL0W7TNheiDBw/mmmuu4bbbbmPixInss88+9O3bl2XLlsXdfvTo0Zx++umMGjWKr7/+mh133JEjjzySRYsWbeWeS5IkSZIkSZJ+b0LhcDhc250or0ePHuy777489thjAJSUlLDjjjvyt7/9jRtuuGGT+xcXF9O4cWMee+wxzj777Jj1+fn55OfnR/6enZ3NjjvuuMkZWCVJkiRJkiRJvx/Z2dlkZmZuMhvepkaiFxQUMGHCBPr06RNZlpSURJ8+ffj6668r1ca6desoLCykSZMmcdffc889ZGZmRv7Zcccda6TvkiRJkiRJkqTfn20qRF+xYgXFxcW0aNEianmLFi1YsmRJpdq4/vrradWqVVQQX96NN95IVlZW5J8FCxZsdr8lSZIkSZIkSb9PKbXdgZp07733MmjQIEaPHk1GRkbcbdLT00lPT9/KPZMkSZIkSZIk/RZtUyF606ZNSU5OZunSpVHLly5dSsuWLTe673/+8x/uvfdePv30U/bee+8t2U1JkiRJkiRJ0h/ENlXOJS0tjW7duvHZZ59FlpWUlPDZZ59xwAEHJNzv3//+N3fddRfDhw+ne/fuW6OrkiRJkiRJkqQ/gG1qJDrANddcwznnnEP37t3Zb7/9eOihh8jNzeXcc88F4Oyzz6Z169bcc889ANx3333ceuutvPbaa7Rt2zZSO71+/frUr1+/1s5DkiRJkiRJkvTbt82F6AMGDGD58uXceuutLFmyhM6dOzN8+PDIZKPz588nKWnDAPr//e9/FBQUcMopp0S1c9ttt3H77bdvza5LkiRJkiRJkn5nQuFwOFzbnahN2dnZZGZmkpWVRcOGDWu7O5IkSZIkSZKkraCy2fA2VRNdkiRJkiRJkqRtiSG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiRJCRiiS5IkSZIkSZKUgCG6JEmSJEmSJEkJGKJLkiRJkiRJkpSAIbokSZIkSZIkSQkYokuSJEmSJEmSlIAhuiRJkiRJkiR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}, "metadata": {}, "output_type": "display_data" @@ -1171,8 +1202,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:57.459746Z", - "start_time": "2024-11-05T02:00:57.457333Z" + "end_time": "2024-11-05T17:00:02.512375Z", + "start_time": "2024-11-05T17:00:02.510286Z" } }, "cell_type": "code", @@ -1184,8 +1215,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:00:57.482280Z", - "start_time": "2024-11-05T02:00:57.480097Z" + "end_time": "2024-11-05T17:00:02.527176Z", + "start_time": "2024-11-05T17:00:02.524838Z" } }, "cell_type": "code", diff --git a/notebooks/discover_excludable_soils.tsv b/notebooks/discover_excludable_soils.tsv index 8125d287..47f7f84a 100644 --- a/notebooks/discover_excludable_soils.tsv +++ b/notebooks/discover_excludable_soils.tsv @@ -208,7 +208,7 @@ ENVO:01001616 True False bare soil rdfs:subClassOf rdfs:subClassOf False ENVO:0 ENVO:01001638 True False frost-susceptible soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.42640143271122083 frost-susceptible soil ENVO:01001841 True False volcanic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002232 True False andosol 0.628970902033151 ENVO:02000059 True False surface soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 surface soil -ENVO:02000138 True False mangrove biome soil RO:0001025 located in located in True ENVO:01000181 False False mangrove biome 0.8583950752789522 mangrove biome soil +ENVO:02000138 True False mangrove biome soil RO:0001025 located in located in True ENVO:01000181 False True mangrove biome 0.8583950752789522 mangrove biome mangrove biome soil ENVO:02000138 True False mangrove biome soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4588314677411235 mangrove biome soil ENVO:03600036 True False pathogen-suppressive soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4 pathogen-suppressive soil ENVO:06105205 True False compacted soil RO:0000086 has quality has quality False PATO:0001485 False False condensed 0.44543540318737396 compacted soil diff --git a/notebooks/discover_excludable_soils_curated.tsv b/notebooks/discover_excludable_soils_curated.tsv new file mode 100644 index 00000000..aed41dda --- /dev/null +++ b/notebooks/discover_excludable_soils_curated.tsv @@ -0,0 +1,404 @@ +s s_is_soil s_is_reasonable_other slab p plab p_lab_or_id relation_is_reasonable o o_is_soil o_is_reasonable_other olab slab_olab_cosine sole_reasonable_other sole_soil override +ENVO:00001998 False False soil BFO:0000050 part of part of True ENVO:01000820 False True pedosphere 0.31622776601683794 pedosphere +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:00002982 False False clay 0.25 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000016 False False silt 0.75 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000017 False False sand 0.25 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000155 False False organic material 0.375 +ENVO:00001998 False False soil BFO:0000051 has part has part True ENVO:01000256 False False mineral material 0.25 +ENVO:00001998 False False soil RO:0000086 has quality has quality False PATO:0000984 False False porous 0.4082482904638631 +ENVO:00001998 False False soil RO:0000091 has disposition has disposition False ENVO:06105304 False False water-holding capacity of soil 0.3651483716701107 +ENVO:00001998 False False soil rdfs:subClassOf rdfs:subClassOf False ENVO:00010483 False False environmental material 0.31980107453341566 +ENVO:00001998 False False soil rdfs:subClassOf rdfs:subClassOf False ENVO:01000813 False True astronomical body part 0.42640143271122083 astronomical body part +ENVO:00002116 True False contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6726727939963124 +ENVO:00002117 True False creosote contaminated soil ENVO:02000200 has increased levels of has increased levels of False ENVO:2000001 False True creosote 0.5547001962252291 creosote creosote contaminated soil +ENVO:00002117 True False creosote contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8086075400626399 +ENVO:00002145 True False chromate contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:35404 False True chromate(2-) 0.45291081365783825 chromate(2-) chromate contaminated soil +ENVO:00002145 True False chromate contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003081 True False metal contaminated soil 0.8996469021204838 +ENVO:00002146 True False xylene contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:27338 False True xylene 0.5 xylene xylene contaminated soil +ENVO:00002146 True False xylene contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8416254115301732 +ENVO:00002229 True False arenosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 arenosol +ENVO:00002230 True False anthrosol RO:0002353 output of output of False ENVO:01000952 False False anthropisation 0.7126966450997984 anthrosol +ENVO:00002230 True False anthrosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 anthrosol +ENVO:00002230 True False anthrosol rdfs:subClassOf rdfs:subClassOf False ENVO:0010001 False False anthropogenic environmental material 0.4444444444444444 anthrosol +ENVO:00002231 True False alisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.8164965809277261 alisol +ENVO:00002232 True False andosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 andosol +ENVO:00002233 True False albeluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 albeluvisol +ENVO:00002234 True False acrisol rdfs:subClassOf rdfs:subClassOf False ENVO:01001397 True False ultisol 0.5714285714285714 +ENVO:00002235 True False cambisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 cambisol +ENVO:00002236 True False cryosol BFO:0000050 part of part of True ENVO:00000134 False False permafrost 0.35856858280031806 cryosol +ENVO:00002236 True False cryosol rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.5698028822981898 +ENVO:00002237 True False chernozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.16666666666666666 chernozem +ENVO:00002238 True False durisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 durisol +ENVO:00002239 True False calcisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 calcisol +ENVO:00002240 True False kastanozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.31622776601683794 kastanozem +ENVO:00002241 True False leptosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 leptosol +ENVO:00002242 True False lixisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 lixisol +ENVO:00002243 True False histosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 histosol +ENVO:00002244 True False gleysol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 gleysol +ENVO:00002245 True False gypsisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 gypsisol +ENVO:00002246 True False ferralsol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 ferralsol +ENVO:00002247 True False nitisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 nitisol +ENVO:00002248 True False luvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 luvisol +ENVO:00002249 True False phaeozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.17677669529663687 phaeozem +ENVO:00002250 True False plinthosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 plinthosol +ENVO:00002251 True False planosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 planosol +ENVO:00002252 True False solonchak rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 solonchak +ENVO:00002253 True False umbrisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 umbrisol +ENVO:00002254 True False vertisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 vertisol +ENVO:00002255 True False solonetz rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 solonetz +ENVO:00002256 True False regosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 regosol +ENVO:00002257 True False podzol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4082482904638631 podzol +ENVO:00002258 True False loam RO:0000053 has characteristic has characteristic False ENVO:06105271 False False soil texture 0.2886751345948129 loam +ENVO:00002258 True False loam rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 loam +ENVO:00002259 True False agricultural soil BFO:0000050 part of part of True ENVO:00000077 False True agricultural ecosystem 0.7756315349925288 agricultural ecosystem agricultural soil +ENVO:00002259 True False agricultural soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 agricultural soil +ENVO:00002260 True False dune soil BFO:0000050 part of part of True ENVO:00000170 False True dune 0.6666666666666666 dune dune soil +ENVO:00002260 True False dune soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.8040302522073697 +ENVO:00002261 True False forest soil RO:0001025 located in located in True ENVO:00000111 False True forested area 0.5853694070049635 forested area forest soil +ENVO:00002261 True False forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 forest soil +ENVO:00002262 True False clay soil RO:0002473 composed primarily of composed primarily of True ENVO:00002982 False False clay 0.6666666666666666 clay soil +ENVO:00002262 True False clay soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 clay soil +ENVO:00002263 True False garden soil BFO:0000050 part of part of True ENVO:00000011 False True garden 0.7385489458759964 garden garden soil +ENVO:00002263 True False garden soil RO:0001025 located in located in True ENVO:00000011 False True garden 0.7385489458759964 garden garden soil +ENVO:00002263 True False garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 garden soil +ENVO:00002273 True False fluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 fluvisol +ENVO:00002274 True False stagnosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 stagnosol +ENVO:00002275 True False technosol BFO:0000050 part of part of True ENVO:01000983 False True technosphere 0.6735753140545634 technosphere technosol +ENVO:00002275 True False technosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 technosol +ENVO:00002871 True False alluvial soil RO:0002353 output of output of False ENVO:01001346 False False erosion 0.3144854510165755 alluvial soil +ENVO:00002871 True False alluvial soil RO:0002354 formed as result of formed as result of False ENVO:01000982 False False water flow process 0.3268602252303067 alluvial soil +ENVO:00002871 True False alluvial soil RO:0002354 formed as result of formed as result of False ENVO:01001346 False False erosion 0.3144854510165755 alluvial soil +ENVO:00002871 True False alluvial soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 alluvial soil +ENVO:00002875 True False oil contaminated soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00002985 False False oil 0.3779644730092272 oil contaminated soil +ENVO:00002875 True False oil contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8997354108424374 +ENVO:00003081 True False metal contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:33521 False True metal atom 0.659380473395787 metal atom metal contaminated soil +ENVO:00003081 True False metal contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8597269536210951 +ENVO:00003082 True False enriched soil ENVO:02000200 has increased levels of has increased levels of False BFO:0000040 False True material entity 0.5728918992315464 material entity enriched soil +ENVO:00003082 True False enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 enriched soil +ENVO:00003083 True False sarcosine enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:15611 False True sarcosine 0.6255432421712243 sarcosine sarcosine enriched soil +ENVO:00003083 True False sarcosine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003084 True False trimethylamine enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:18139 False True trimethylamine 0.7071067811865476 trimethylamine trimethylamine enriched soil +ENVO:00003084 True False trimethylamine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003085 True False skatole enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:9171 False True skatole 0.5773502691896257 skatole skatole enriched soil +ENVO:00003085 True False skatole enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003086 True False ethanol enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:16236 False True ethanol 0.5773502691896257 ethanol ethanol enriched soil +ENVO:00003086 True False ethanol enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003087 True False acetamide enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:27856 False True acetamide 0.6255432421712243 acetamide acetamide enriched soil +ENVO:00003087 True False acetamide enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003088 True False pantothenate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:16454 False True pantothenate 0.6793662204867574 pantothenate pantothenate enriched soil +ENVO:00003088 True False pantothenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003089 True False testosterone enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:17347 False True testosterone 0.6793662204867574 testosterone testosterone enriched soil +ENVO:00003089 True False testosterone enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003090 True False kynurenate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:58454 False True kynurenate 0.6454972243679028 kynurenate kynurenate enriched soil +ENVO:00003090 True False kynurenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003091 True False threonine enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:26986 False True threonine 0.6255432421712243 threonine threonine enriched soil +ENVO:00003091 True False threonine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003092 True False salicylate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:30762 False True salicylate 0.6454972243679028 salicylate salicylate enriched soil +ENVO:00003092 True False salicylate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003093 True False poly-beta-hydroxybutyrate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:53388 False True poly(hydroxybutyrate) 0.6639137299238815 poly(hydroxybutyrate) poly-beta-hydroxybutyrate enriched soil +ENVO:00003093 True False poly-beta-hydroxybutyrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5773502691896258 +ENVO:00003094 True False L-(+)-tartrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003095 True False quinate enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:26490 False True quinate 0.5773502691896257 quinate quinate enriched soil +ENVO:00003095 True False quinate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003914 True False chalk soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00002054 False False chalk 0.7071067811865475 chalk soil +ENVO:00003914 True False chalk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6139406135149205 +ENVO:00005740 True False paddy field soil BFO:0000050 part of part of True ENVO:00000297 False True paddy field 0.82915619758885 paddy field paddy field soil +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.48507125007266594 +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005755 True False field soil 0.7905694150420948 +ENVO:00005741 True False alpine soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 alpine soil +ENVO:00005742 True False arable soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 arable soil +ENVO:00005743 True False roadside soil RO:0001025 located in located in True ENVO:01000447 False True roadside 0.7844645405527362 roadside roadside soil +ENVO:00005743 True False roadside soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 roadside soil +ENVO:00005744 True False allotment garden soil BFO:0000050 part of part of True ENVO:00005745 False True allotment garden 0.8728715609439696 allotment garden allotment garden soil +ENVO:00005744 True False allotment garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005746 True False savanna soil RO:0001025 located in located in True ENVO:00000261 False True savanna 0.7637626158259734 savanna savanna soil +ENVO:00005746 True False savanna soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.6943650748294136 +ENVO:00005747 True False compost soil RO:0001000 derives from derives from False ENVO:00002170 False False compost 0.7637626158259734 compost soil +ENVO:00005747 True False compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 compost soil +ENVO:00005748 True False dry soil RO:0000086 has quality has quality False PATO:0001824 False False dry 0.6123724356957946 dry soil +ENVO:00005748 True False dry soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 dry soil +ENVO:00005749 True False farm soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 farm soil +ENVO:00005750 True False grassland soil RO:0001025 located in located in True ENVO:00000106 False True grassland area 0.7142857142857143 grassland area grassland soil +ENVO:00005750 True False grassland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 grassland soil +ENVO:00005751 True False jungle soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 jungle soil +ENVO:00005752 True False sawah soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 sawah soil +ENVO:00005753 True False urea enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:16199 False True urea 0.47140452079103173 urea urea enriched soil +ENVO:00005753 True False urea enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.8498365855987974 +ENVO:00005754 True False fertilized soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 fertilized soil +ENVO:00005755 True False field soil BFO:0000050 part of part of True ENVO:00000114 False True agricultural field 0.5962847939999439 agricultural field field soil +ENVO:00005755 True False field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 field soil +ENVO:00005756 True False lawn soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 lawn soil +ENVO:00005757 True False bacteria enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7687061147858074 +ENVO:00005758 True False alluvial swamp soil BFO:0000050 part of part of True ENVO:00000233 False True swamp ecosystem 0.47387910220727386 swamp ecosystem alluvial swamp soil +ENVO:00005758 True False alluvial swamp soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.827170191868511 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.7211102550927979 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8 +ENVO:00005760 True False burned soil RO:0002353 output of output of False ENVO:01000839 False False combustion process 0.6396021490668313 burned soil +ENVO:00005760 True False burned soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 burned soil +ENVO:00005761 True False meadow soil BFO:0000050 part of part of True ENVO:00000108 False True meadow ecosystem 0.6784005252999682 meadow ecosystem meadow soil +ENVO:00005761 True False meadow soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 meadow soil +ENVO:00005762 True False chloropicrin enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:39285 False True chloropicrin 0.6793662204867574 chloropicrin chloropicrin enriched soil +ENVO:00005762 True False chloropicrin enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00005763 True False humus-rich acidic ash soil ENVO:02000200 has increased levels of has increased levels of False ENVO:01000000 False False humus 0.43852900965351466 humus-rich acidic ash soil +ENVO:00005763 True False humus-rich acidic ash soil ENVO:02000200 has increased levels of has increased levels of False ENVO:02000090 False False ash 0.3396831102433787 humus-rich acidic ash soil +ENVO:00005763 True False humus-rich acidic ash soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5439282932204212 +ENVO:00005764 True False pond soil RO:0002220 adjacent to adjacent to True ENVO:00000033 False True pond 0.6666666666666666 pond pond soil +ENVO:00005764 True False pond soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 pond soil +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005747 True False compost soil 0.7947194142390263 +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:00005766 True False limed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 limed soil +ENVO:00005767 True False manured soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 manured soil +ENVO:00005768 True False orchid soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 orchid soil +ENVO:00005769 True False mountain forest soil BFO:0000050 part of part of True ENVO:00000081 False True mountain 0.6324555320336759 mountain mountain forest soil keep soil +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7416198487095663 +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.5393598899705937 +ENVO:00005770 True False beech forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.8043996665398437 +ENVO:00005771 True False muddy soil RO:0002473 composed primarily of composed primarily of True ENVO:01000001 False False mud 0.5477225575051661 muddy soil +ENVO:00005771 True False muddy soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 muddy soil +ENVO:00005772 True False orchard soil BFO:0000050 part of part of True ENVO:00000115 False True orchard 0.7637626158259734 orchard orchard soil exclude soil +ENVO:00005772 True False orchard soil RO:0001025 located in located in True ENVO:00000115 False True orchard 0.7637626158259734 orchard orchard soil +ENVO:00005772 True False orchard soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.6735753140545634 +ENVO:00005773 True False pasture soil RO:0001025 located in located in True ENVO:00000266 False True pasture 0.7637626158259734 pasture pasture soil +ENVO:00005773 True False pasture soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 pasture soil +ENVO:00005774 True False peat soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002243 True False histosol 0.5892556509887896 +ENVO:00005775 True False salt contaminated soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:26710 False True sodium chloride 0.6055300708194984 sodium chloride salt contaminated soil +ENVO:00005775 True False salt contaminated soil RO:0000086 has quality has quality False PATO:0001657 False False increased osmolarity 0.7627700713964739 salt contaminated soil +ENVO:00005775 True False salt contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8790490729915326 +ENVO:00005776 True False peaty paddy field soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00005774 True False peat soil 0.6396021490668313 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5321811563901744 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8528028654224417 +ENVO:00005777 True False steppe soil RO:0001025 located in located in True ENVO:00000262 False True steppe 0.7385489458759964 steppe steppe soil +ENVO:00005777 True False steppe soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.48349377841522817 +ENVO:00005778 True False tropical soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 tropical soil +ENVO:00005779 True False vegetable garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005780 True False greenhouse soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 greenhouse soil +ENVO:00005781 True False heat stressed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.47140452079103173 heat stressed soil +ENVO:00005782 True False ornithogenic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 ornithogenic soil +ENVO:00005783 True False leafy wood soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.6227991553292184 +ENVO:00005784 True False spruce forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7817359599705717 +ENVO:00005786 True False upland soil BFO:0000050 part of part of True ENVO:00000176 False True elevated landform 0.5118906968889915 elevated landform upland soil +ENVO:00005786 True False upland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 upland soil +ENVO:00005787 True False eucalyptus forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7071067811865476 +ENVO:00005788 True False rubber plantation soil BFO:0000050 part of part of True ENVO:00000164 False True rubber plantation 0.8790490729915326 rubber plantation rubber plantation soil +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6722139969935249 +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.49746833816309105 +ENVO:00005789 True False bluegrass field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6507913734559685 +ENVO:00005790 True False red soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 red soil +ENVO:00005802 True False bulk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bulk soil +ENVO:01000427 True False carbon nanotube enriched soil ENVO:02000200 has increased levels of has increased levels of False CHEBI:50594 False True carbon nanotube 0.7191949522280763 carbon nanotube carbon nanotube enriched soil +ENVO:01000427 True False carbon nanotube enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6695340634119862 +ENVO:01001185 True False acidic soil RO:0000086 has quality has quality False PATO:0001429 False False acidic 0.7385489458759964 acidic soil +ENVO:01001185 True False acidic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 acidic soil +ENVO:01001397 True False ultisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 ultisol +ENVO:01001525 True False hard-frozen soil BFO:0000051 has part has part True ENVO:01000277 False False water ice 0.4166666666666667 hard-frozen soil +ENVO:01001525 True False hard-frozen soil RO:0000086 has quality has quality False PATO:0000386 False False hard 0.5 hard-frozen soil +ENVO:01001525 True False hard-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01000814 False False solid environmental material 0.5669467095138409 hard-frozen soil +ENVO:01001525 True False hard-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.82915619758885 +ENVO:01001526 True False frozen soil BFO:0000050 part of part of True ENVO:01001524 False True frozen land 0.7272727272727273 frozen land frozen soil +ENVO:01001526 True False frozen soil RO:0000086 has quality has quality False PATO:0001985 False False frozen 0.7385489458759964 frozen soil +ENVO:01001526 True False frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 frozen soil +ENVO:01001527 True False plastic-frozen soil BFO:0000051 has part has part True ENVO:00002006 False False liquid water 0.5298129428260175 plastic-frozen soil +ENVO:01001527 True False plastic-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001528 True False friable-frozen soil BFO:0000051 has part has part True ENVO:01000277 False False water ice 0.45883146774112354 friable-frozen soil +ENVO:01001528 True False friable-frozen soil RO:0000086 has quality has quality False PATO:0000386 False False hard 0.22941573387056174 friable-frozen soil +ENVO:01001528 True False friable-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01000814 False False solid environmental material 0.6069769786668839 friable-frozen soil +ENVO:01001528 True False friable-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001616 True False bare soil RO:0002220 adjacent to adjacent to True ENVO:01000540 False True troposphere 0.40201512610368484 troposphere bare soil +ENVO:01001616 True False bare soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bare soil +ENVO:01001638 True False frost-susceptible soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.42640143271122083 frost-susceptible soil +ENVO:01001841 True False volcanic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002232 True False andosol 0.628970902033151 +ENVO:02000059 True False surface soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 surface soil +ENVO:02000138 True False mangrove biome soil RO:0001025 located in located in True ENVO:01000181 False False mangrove biome 0.8583950752789522 mangrove biome mangrove biome soil exclude soil +ENVO:02000138 True False mangrove biome soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4588314677411235 mangrove biome soil +ENVO:03600036 True False pathogen-suppressive soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4 pathogen-suppressive soil +ENVO:06105205 True False compacted soil RO:0000086 has quality has quality False PATO:0001485 False False condensed 0.44543540318737396 compacted soil +ENVO:06105205 True False compacted soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 compacted soil +ENVO:06105274 True False sandy loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000017 False False sand 0.6324555320336759 sandy loam +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5262348115842176 +ENVO:06105275 True False silty loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000016 False False silt 0.6324555320336759 silty loam +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.43852900965351466 +ENVO:06105276 True False sandy clay loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000017 False False sand 0.5163977794943222 sandy clay loam +ENVO:06105276 True False sandy clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:06105277 True False clay loam ENVO:02000200 has increased levels of has increased levels of False ENVO:00002982 False False clay 0.6666666666666666 clay loam +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6666666666666666 +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.3698001308168194 +ENVO:06105278 True False silty clay loam ENVO:02000200 has increased levels of has increased levels of False ENVO:01000016 False False silt 0.5163977794943222 silty clay loam +ENVO:06105278 True False silty clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:00000044 False True peatland RO:0002473 composed primarily of composed primarily of True ENVO:00005774 True False peat soil 0.5892556509887896 peatland peat soil +ENVO:00000258 False True alluvial plain RO:0002473 composed primarily of composed primarily of True ENVO:00002871 True False alluvial soil 0.8153742483272113 alluvial plain alluvial soil +ENVO:00000314 False True alluvial fan RO:0002473 composed primarily of composed primarily of True ENVO:00002871 True False alluvial soil 0.7205766921228921 alluvial fan alluvial soil +ENVO:00000413 False True pingo ENVO:01001307 partially_surrounded_by partially_surrounded_by False ENVO:00001998 False False soil 0.4472135954999579 pingo +ENVO:00002116 True False contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6726727939963124 +ENVO:00002117 True False creosote contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8086075400626399 +ENVO:00002145 True False chromate contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003081 True False metal contaminated soil 0.8996469021204838 +ENVO:00002146 True False xylene contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8416254115301732 +ENVO:00002229 True False arenosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 arenosol +ENVO:00002230 True False anthrosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 anthrosol +ENVO:00002231 True False alisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.8164965809277261 alisol +ENVO:00002232 True False andosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 andosol +ENVO:00002233 True False albeluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 albeluvisol +ENVO:00002234 True False acrisol rdfs:subClassOf rdfs:subClassOf False ENVO:01001397 True False ultisol 0.5714285714285714 +ENVO:00002235 True False cambisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 cambisol +ENVO:00002236 True False cryosol rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.5698028822981898 +ENVO:00002237 True False chernozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.16666666666666666 chernozem +ENVO:00002238 True False durisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 durisol +ENVO:00002239 True False calcisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 calcisol +ENVO:00002240 True False kastanozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.31622776601683794 kastanozem +ENVO:00002241 True False leptosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 leptosol +ENVO:00002242 True False lixisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 lixisol +ENVO:00002243 True False histosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 histosol +ENVO:00002244 True False gleysol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 gleysol +ENVO:00002245 True False gypsisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 gypsisol +ENVO:00002246 True False ferralsol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 ferralsol +ENVO:00002247 True False nitisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 nitisol +ENVO:00002248 True False luvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 luvisol +ENVO:00002249 True False phaeozem rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.17677669529663687 phaeozem +ENVO:00002250 True False plinthosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 plinthosol +ENVO:00002251 True False planosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 planosol +ENVO:00002252 True False solonchak rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 solonchak +ENVO:00002253 True False umbrisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 umbrisol +ENVO:00002254 True False vertisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 vertisol +ENVO:00002255 True False solonetz rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5303300858899106 solonetz +ENVO:00002256 True False regosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5669467095138409 regosol +ENVO:00002257 True False podzol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4082482904638631 podzol +ENVO:00002258 True False loam rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 loam +ENVO:00002259 True False agricultural soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 agricultural soil +ENVO:00002260 True False dune soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.8040302522073697 +ENVO:00002261 True False forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 forest soil +ENVO:00002262 True False clay soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 clay soil +ENVO:00002263 True False garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 garden soil +ENVO:00002273 True False fluvisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 fluvisol +ENVO:00002274 True False stagnosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 stagnosol +ENVO:00002275 True False technosol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5 technosol +ENVO:00002871 True False alluvial soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 alluvial soil +ENVO:00002875 True False oil contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8997354108424374 +ENVO:00003081 True False metal contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8597269536210951 +ENVO:00003082 True False enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 enriched soil +ENVO:00003083 True False sarcosine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003084 True False trimethylamine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003085 True False skatole enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003086 True False ethanol enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003087 True False acetamide enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003088 True False pantothenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003089 True False testosterone enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00003090 True False kynurenate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003091 True False threonine enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7518094115561123 +ENVO:00003092 True False salicylate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7359800721939872 +ENVO:00003093 True False poly-beta-hydroxybutyrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5773502691896258 +ENVO:00003094 True False L-(+)-tartrate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6813851438692469 +ENVO:00003095 True False quinate enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7867957924694432 +ENVO:00003914 True False chalk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6139406135149205 +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.48507125007266594 +ENVO:00005740 True False paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005755 True False field soil 0.7905694150420948 +ENVO:00005741 True False alpine soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 alpine soil +ENVO:00005742 True False arable soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 arable soil +ENVO:00005743 True False roadside soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 roadside soil +ENVO:00005744 True False allotment garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005746 True False savanna soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.6943650748294136 +ENVO:00005747 True False compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 compost soil +ENVO:00005748 True False dry soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 dry soil +ENVO:00005749 True False farm soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 farm soil +ENVO:00005750 True False grassland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 grassland soil +ENVO:00005751 True False jungle soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 jungle soil +ENVO:00005752 True False sawah soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 sawah soil +ENVO:00005753 True False urea enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.8498365855987974 +ENVO:00005754 True False fertilized soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 fertilized soil +ENVO:00005755 True False field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 field soil +ENVO:00005756 True False lawn soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 lawn soil +ENVO:00005757 True False bacteria enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7687061147858074 +ENVO:00005758 True False alluvial swamp soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.827170191868511 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002871 True False alluvial soil 0.7211102550927979 +ENVO:00005759 True False alluvial paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8 +ENVO:00005760 True False burned soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 burned soil +ENVO:00005761 True False meadow soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 meadow soil +ENVO:00005762 True False chloropicrin enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.7071067811865476 +ENVO:00005763 True False humus-rich acidic ash soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5439282932204212 +ENVO:00005764 True False pond soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 pond soil +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005747 True False compost soil 0.7947194142390263 +ENVO:00005765 True False frozen compost soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:00005766 True False limed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 limed soil +ENVO:00005767 True False manured soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 manured soil +ENVO:00005768 True False orchid soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 orchid soil +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7416198487095663 +ENVO:00005769 True False mountain forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005786 True False upland soil 0.5393598899705937 +ENVO:00005770 True False beech forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.8043996665398437 +ENVO:00005771 True False muddy soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6324555320336759 muddy soil +ENVO:00005772 True False orchard soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.6735753140545634 +ENVO:00005773 True False pasture soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 pasture soil +ENVO:00005774 True False peat soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002243 True False histosol 0.5892556509887896 +ENVO:00005775 True False salt contaminated soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002116 True False contaminated soil 0.8790490729915326 +ENVO:00005776 True False peaty paddy field soil ENVO:02000200 has increased levels of has increased levels of False ENVO:00005774 True False peat soil 0.6396021490668313 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5321811563901744 +ENVO:00005776 True False peaty paddy field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005740 True False paddy field soil 0.8528028654224417 +ENVO:00005777 True False steppe soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005750 True False grassland soil 0.48349377841522817 +ENVO:00005778 True False tropical soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5547001962252291 tropical soil +ENVO:00005779 True False vegetable garden soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002263 True False garden soil 0.7237468644557459 +ENVO:00005780 True False greenhouse soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5163977794943222 greenhouse soil +ENVO:00005781 True False heat stressed soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.47140452079103173 heat stressed soil +ENVO:00005782 True False ornithogenic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.48507125007266594 ornithogenic soil +ENVO:00005783 True False leafy wood soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.6227991553292184 +ENVO:00005784 True False spruce forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7817359599705717 +ENVO:00005786 True False upland soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 upland soil +ENVO:00005787 True False eucalyptus forest soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002261 True False forest soil 0.7071067811865476 +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6722139969935249 +ENVO:00005788 True False rubber plantation soil rdfs:subClassOf rdfs:subClassOf False ENVO:00005749 True False farm soil 0.49746833816309105 +ENVO:00005789 True False bluegrass field soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002259 True False agricultural soil 0.6507913734559685 +ENVO:00005790 True False red soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7071067811865475 red soil +ENVO:00005801 False True rhizosphere BFO:0000050 part of part of True ENVO:00001998 False False soil 0.45226701686664544 rhizosphere +ENVO:00005802 True False bulk soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bulk soil +ENVO:01000001 False False mud BFO:0000051 has part has part True ENVO:00001998 False False soil 0.0 +ENVO:01000427 True False carbon nanotube enriched soil rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.6695340634119862 +ENVO:01000698 False False debris flow RO:0000057 has participant has participant False ENVO:00001998 False False soil 0.6030226891555273 +ENVO:01000706 False False soil erosion RO:0000057 has participant has participant False ENVO:00001998 False False soil 0.5773502691896258 +ENVO:01000820 False True pedosphere RO:0002473 composed primarily of composed primarily of True ENVO:00001998 False False soil 0.31622776601683794 pedosphere +ENVO:01001044 False True soil environment RO:0002507 determined by determined by False ENVO:00001998 False False soil 0.5 soil environment +ENVO:01001185 True False acidic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 acidic soil +ENVO:01001397 True False ultisol rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.7559289460184544 ultisol +ENVO:01001525 True False hard-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.82915619758885 +ENVO:01001526 True False frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6030226891555273 frozen soil +ENVO:01001527 True False plastic-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001528 True False friable-frozen soil rdfs:subClassOf rdfs:subClassOf False ENVO:01001526 True False frozen soil 0.760885910252682 +ENVO:01001616 True False bare soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.6666666666666666 bare soil +ENVO:01001638 True False frost-susceptible soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.42640143271122083 frost-susceptible soil +ENVO:01001664 False False cryoturbation of soil RO:0000057 has participant has participant False ENVO:00001998 False False soil 0.4364357804719848 +ENVO:01001841 True False volcanic soil rdfs:subClassOf rdfs:subClassOf False ENVO:00002232 True False andosol 0.628970902033151 +ENVO:02000059 True False surface soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5773502691896258 surface soil +ENVO:02000122 False False peat drainage BFO:0000066 occurs in occurs in False ENVO:00005774 True False peat soil 0.554700196225229 peat soil +ENVO:02000138 True False mangrove biome soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4588314677411235 mangrove biome soil +ENVO:02500038 False False soil pollution BFO:0000066 occurs in occurs in False ENVO:00001998 False False soil 0.5345224838248488 +ENVO:02500038 False False soil pollution RO:0002234 has output has output False ENVO:00002116 True False contaminated soil 0.583383351196948 contaminated soil +ENVO:03000008 False False compaction process RO:0002234 has output has output False ENVO:06105205 True False compacted soil 0.7559289460184544 compacted soil +ENVO:03600036 True False pathogen-suppressive soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.4 pathogen-suppressive soil +ENVO:04000008 False False soil organic matter BFO:0000050 part of part of True ENVO:00001998 False False soil 0.4588314677411235 +ENVO:04000011 False True bare soil surface layer RO:0002473 composed primarily of composed primarily of True ENVO:01001616 True False bare soil 0.6255432421712243 bare soil surface layer bare soil +ENVO:06105205 True False compacted soil rdfs:subClassOf rdfs:subClassOf False ENVO:00001998 False False soil 0.5345224838248488 compacted soil +ENVO:06105232 False False soil albedo RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.6030226891555273 +ENVO:06105241 False False soil drainage BFO:0000066 occurs in occurs in False ENVO:00001998 False False soil 0.5547001962252291 +ENVO:06105266 False True soil layer RO:0002473 composed primarily of composed primarily of True ENVO:00001998 False False soil 0.6324555320336759 soil layer +ENVO:06105271 False False soil texture RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5773502691896258 +ENVO:06105272 False False loamy sand BFO:0000051 has part has part True ENVO:00002258 True False loam 0.6324555320336759 loam +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105274 True False sandy loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.5262348115842176 +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6324555320336759 +ENVO:06105275 True False silty loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.43852900965351466 +ENVO:06105276 True False sandy clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00002258 True False loam 0.6666666666666666 +ENVO:06105277 True False clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:00003082 True False enriched soil 0.3698001308168194 +ENVO:06105278 True False silty clay loam rdfs:subClassOf rdfs:subClassOf False ENVO:06105277 True False clay loam 0.7745966692414834 +ENVO:06105304 False False water-holding capacity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.3651483716701107 +ENVO:09000028 False False evaporation of liquid water in soil BFO:0000066 occurs in occurs in False ENVO:00001998 False False soil 0.3380617018914066 +ENVO:09200005 False False mass density of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.4472135954999579 +ENVO:09200009 False False structure of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.48507125007266594 +ENVO:09200010 False False acidity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5163977794943222 +ENVO:09200012 False False temperature of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.4588314677411235 +ENVO:09200013 False False wetness of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5163977794943222 +ENVO:09200015 False False humidity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5 +ENVO:09200016 False False conductivity of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.4472135954999579 +ENVO:09200021 False False color of soil RO:0000052 characteristic of characteristic of False ENVO:00001998 False False soil 0.5547001962252291 +ENVO:09200029 False False thickness of topsoil RO:0000052 characteristic of characteristic of False ENVO:02000059 True False surface soil 0.5809475019311126 surface soil +ENVO:2000008 False False lignite RO:0001000 derives from derives from False ENVO:00005774 True False peat soil 0.5039526306789696 peat soil + farm farm soil exclude soil + greenhouse greenhouse soil exclude soil + volcano volcanic soil exclude soil \ No newline at end of file diff --git a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb index 64112185..8848ba5e 100644 --- a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_broad_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.098971Z", - "start_time": "2024-11-05T02:01:31.308935Z" + "end_time": "2024-11-05T17:00:36.775170Z", + "start_time": "2024-11-05T17:00:33.969104Z" } }, "source": [ @@ -21,8 +21,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.106377Z", - "start_time": "2024-11-05T02:01:34.103333Z" + "end_time": "2024-11-05T17:00:36.782798Z", + "start_time": "2024-11-05T17:00:36.779742Z" } }, "cell_type": "code", @@ -34,8 +34,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.168783Z", - "start_time": "2024-11-05T02:01:34.165952Z" + "end_time": "2024-11-05T17:00:36.845462Z", + "start_time": "2024-11-05T17:00:36.842127Z" } }, "cell_type": "code", @@ -47,8 +47,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.212100Z", - "start_time": "2024-11-05T02:01:34.209141Z" + "end_time": "2024-11-05T17:00:36.890942Z", + "start_time": "2024-11-05T17:00:36.887895Z" } }, "cell_type": "code", @@ -60,8 +60,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.259043Z", - "start_time": "2024-11-05T02:01:34.255575Z" + "end_time": "2024-11-05T17:00:36.938906Z", + "start_time": "2024-11-05T17:00:36.935921Z" } }, "cell_type": "code", @@ -73,8 +73,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.332337Z", - "start_time": "2024-11-05T02:01:34.302036Z" + "end_time": "2024-11-05T17:00:37.022779Z", + "start_time": "2024-11-05T17:00:36.983231Z" } }, "cell_type": "code", @@ -86,8 +86,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.350948Z", - "start_time": "2024-11-05T02:01:34.348148Z" + "end_time": "2024-11-05T17:00:37.036765Z", + "start_time": "2024-11-05T17:00:37.033402Z" } }, "cell_type": "code", @@ -99,8 +99,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.475801Z", - "start_time": "2024-11-05T02:01:34.399941Z" + "end_time": "2024-11-05T17:00:37.164758Z", + "start_time": "2024-11-05T17:00:37.079884Z" } }, "cell_type": "code", @@ -130,8 +130,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.489796Z", - "start_time": "2024-11-05T02:01:34.485912Z" + "end_time": "2024-11-05T17:00:37.240860Z", + "start_time": "2024-11-05T17:00:37.235982Z" } }, "cell_type": "code", @@ -161,8 +161,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.552921Z", - "start_time": "2024-11-05T02:01:34.530386Z" + "end_time": "2024-11-05T17:00:37.309909Z", + "start_time": "2024-11-05T17:00:37.285430Z" } }, "cell_type": "code", @@ -183,8 +183,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.582406Z", - "start_time": "2024-11-05T02:01:34.578901Z" + "end_time": "2024-11-05T17:00:37.336696Z", + "start_time": "2024-11-05T17:00:37.333143Z" } }, "cell_type": "code", @@ -196,8 +196,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.631808Z", - "start_time": "2024-11-05T02:01:34.625952Z" + "end_time": "2024-11-05T17:00:37.386813Z", + "start_time": "2024-11-05T17:00:37.381808Z" } }, "cell_type": "code", @@ -209,8 +209,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:01:34.676208Z", - "start_time": "2024-11-05T02:01:34.673753Z" + "end_time": "2024-11-05T17:00:37.440169Z", + "start_time": "2024-11-05T17:00:37.432955Z" } }, "cell_type": "code", diff --git a/notebooks/post_google_sheets_soil_env_broad_scale.tsv b/notebooks/post_google_sheets_soil_env_broad_scale.tsv index 06775e99..146d35e6 100644 --- a/notebooks/post_google_sheets_soil_env_broad_scale.tsv +++ b/notebooks/post_google_sheets_soil_env_broad_scale.tsv @@ -1,53 +1,53 @@ id label -ENVO:01000215 temperate shrubland biome -ENVO:01000175 woodland biome -ENVO:01000211 temperate coniferous forest biome -ENVO:01001505 alpine tundra biome -ENVO:01000217 mediterranean shrubland biome -ENVO:01000196 coniferous forest biome -ENVO:01000227 tropical dry broadleaf forest biome +ENVO:01000209 subtropical coniferous forest biome +ENVO:01000178 savanna biome +ENVO:01001369 tidal mangrove shrubland +ENVO:01000177 grassland biome +ENVO:01000218 xeric shrubland biome +ENVO:01000222 subtropical woodland biome ENVO:00000446 terrestrial biome -ENVO:01000190 flooded savanna biome -ENVO:01000226 subtropical moist broadleaf forest biome -ENVO:01000250 subpolar coniferous forest biome ENVO:01000180 tundra biome +ENVO:01000215 temperate shrubland biome +ENVO:01000201 subtropical broadleaf forest biome +ENVO:01000228 tropical moist broadleaf forest biome ENVO:01000174 forest biome +ENVO:01000190 flooded savanna biome +ENVO:01000189 temperate savanna biome +ENVO:01000192 tropical grassland biome +ENVO:01000226 subtropical moist broadleaf forest biome ENVO:01000223 montane savanna biome -ENVO:01000229 mediterranean savanna biome +ENVO:01000217 mediterranean shrubland biome +ENVO:01000193 temperate grassland biome ENVO:01000197 broadleaf forest biome -ENVO:01000218 xeric shrubland biome +ENVO:01000200 tropical broadleaf forest biome +ENVO:01000227 tropical dry broadleaf forest biome +ENVO:01000225 subtropical dry broadleaf forest biome +ENVO:01000181 mangrove biome +ENVO:01000175 woodland biome +ENVO:01000219 anthropogenic terrestrial biome +ENVO:01000176 shrubland biome +ENVO:01000191 subtropical grassland biome +ENVO:01000198 mixed forest biome +ENVO:01000212 temperate mixed forest biome +ENVO:01000211 temperate coniferous forest biome +ENVO:01000247 rangeland biome +ENVO:01000214 tropical shrubland biome ENVO:01000195 flooded grassland biome -ENVO:01000228 tropical moist broadleaf forest biome -ENVO:01000199 mediterranean forest biome +ENVO:01000229 mediterranean savanna biome ENVO:01000245 cropland biome -ENVO:01000202 temperate broadleaf forest biome -ENVO:01000187 subtropical savanna biome ENVO:01000224 mediterranean grassland biome -ENVO:01000200 tropical broadleaf forest biome ENVO:01001798 tropical mixed forest biome ENVO:01000221 temperate woodland biome -ENVO:01000247 rangeland biome -ENVO:01000178 savanna biome +ENVO:01000187 subtropical savanna biome ENVO:01000213 subtropical shrubland biome -ENVO:01000192 tropical grassland biome -ENVO:01000222 subtropical woodland biome -ENVO:01000191 subtropical grassland biome -ENVO:01000220 tropical woodland biome +ENVO:01000210 tropical coniferous forest biome +ENVO:01000202 temperate broadleaf forest biome +ENVO:01000196 coniferous forest biome +ENVO:01000216 montane shrubland biome ENVO:01000194 montane grassland biome ENVO:01000188 tropical savanna biome -ENVO:01000209 subtropical coniferous forest biome -ENVO:01000216 montane shrubland biome -ENVO:01000212 temperate mixed forest biome -ENVO:01000177 grassland biome -ENVO:01000193 temperate grassland biome -ENVO:01000198 mixed forest biome -ENVO:01000181 mangrove biome -ENVO:01000214 tropical shrubland biome -ENVO:01000189 temperate savanna biome -ENVO:01000219 anthropogenic terrestrial biome -ENVO:01000225 subtropical dry broadleaf forest biome -ENVO:01000201 subtropical broadleaf forest biome -ENVO:01001369 tidal mangrove shrubland -ENVO:01000176 shrubland biome -ENVO:01000210 tropical coniferous forest biome ENVO:01000208 mediterranean woodland biome +ENVO:01001505 alpine tundra biome +ENVO:01000250 subpolar coniferous forest biome +ENVO:01000220 tropical woodland biome +ENVO:01000199 mediterranean forest biome diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/post_google_sheets_soil_env_local_scale.ipynb index 68cbc906..10a42e22 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.ipynb +++ b/notebooks/post_google_sheets_soil_env_local_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-05T02:02:01.723302Z", - "start_time": "2024-11-05T02:01:58.979872Z" + "end_time": "2024-11-05T18:45:57.961750Z", + "start_time": "2024-11-05T18:45:57.958489Z" } }, "source": [ @@ -18,153 +18,170 @@ "import pandas as pd" ], "outputs": [], - "execution_count": 1 + "execution_count": 28 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:01.729932Z", - "start_time": "2024-11-05T02:02:01.727132Z" + "end_time": "2024-11-05T18:45:58.007164Z", + "start_time": "2024-11-05T18:45:58.004340Z" } }, "cell_type": "code", - "source": "adapter_string = \"sqlite:obo:envo\"", + "source": "adapter_string = 'sqlite:obo:envo'", "id": "2148e2b371b9d3c1", "outputs": [], - "execution_count": 2 + "execution_count": 29 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:01.791797Z", - "start_time": "2024-11-05T02:02:01.789189Z" + "end_time": "2024-11-05T18:45:58.053329Z", + "start_time": "2024-11-05T18:45:58.050328Z" } }, "cell_type": "code", "source": [ "acceptable_prefixes = {\n", - " \"ENVO\"\n", + " 'ENVO'\n", "}" ], "id": "477f6f26578a06e0", "outputs": [], - "execution_count": 3 + "execution_count": 30 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:01.835113Z", - "start_time": "2024-11-05T02:02:01.832275Z" + "end_time": "2024-11-05T18:45:58.104260Z", + "start_time": "2024-11-05T18:45:58.101406Z" } }, "cell_type": "code", "source": [ "target_labels = [\n", - " \"material entity\",\n", + " 'material entity',\n", "]\n" ], "id": "2b9221b70ebed187", "outputs": [], - "execution_count": 4 + "execution_count": 31 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:01.881065Z", - "start_time": "2024-11-05T02:02:01.878186Z" + "end_time": "2024-11-05T18:45:58.152087Z", + "start_time": "2024-11-05T18:45:58.149198Z" } }, "cell_type": "code", "source": [ - "is_a_only_exclusion_labels = [\n", - " \"astronomical body\"\n", + "exclusions_by_label_over_is_a = [\n", + " 'astronomical body'\n", "]" ], "id": "516cd149ddc657d6", "outputs": [], - "execution_count": 5 + "execution_count": 32 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:01.930098Z", - "start_time": "2024-11-05T02:02:01.926352Z" + "end_time": "2024-11-05T18:45:58.199924Z", + "start_time": "2024-11-05T18:45:58.195847Z" } }, "cell_type": "code", "source": [ - "is_a_label_fragment_exclusion = [\n", - " \"UNEP-WCMC\",\n", - " \"agricult\",\n", - " \"anthropogenic\",\n", - " \"astronomical\",\n", - " \"biosphere\",\n", - " \"coast\",\n", - " \"construct\",\n", - " \"facility\",\n", - " \"feature\",\n", - " \"from\",\n", - " \"geographic\",\n", - " \"geologic\",\n", - " \"landform\",\n", - " \"marine\",\n", - " \"ocean\",\n", - " \"raised\",\n", - " \"sea\",\n", - " \"system\",\n", - " \"volcanic\",\n", + "exclude_by_superstring_over_is_a = [\n", + " 'UNEP-WCMC',\n", + " 'agricult',\n", + " 'anthropogenic',\n", + " 'astronomical',\n", + " 'biosphere',\n", + " 'coast',\n", + " 'construct',\n", + " 'facility',\n", + " 'feature',\n", + " 'from',\n", + " 'geographic',\n", + " 'geologic',\n", + " 'landform',\n", + " 'marine',\n", + " 'ocean',\n", + " 'pingo',\n", + " 'raised',\n", + " 'salt',\n", + " 'sea',\n", + " 'system',\n", + " 'volcanic',\n", "]" ], "id": "3f2188382ffdff63", "outputs": [], - "execution_count": 6 + "execution_count": 33 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:01.977871Z", - "start_time": "2024-11-05T02:02:01.973278Z" + "end_time": "2024-11-05T18:45:58.249359Z", + "start_time": "2024-11-05T18:45:58.244099Z" } }, "cell_type": "code", "source": [ - "is_a_part_of_exclusion_labels = [\n", - " \"anatomical entity environment\",\n", - " \"anatomical entity\",\n", - " \"animal habitation\",\n", - " \"archipelago\",\n", - " \"biome\",\n", - " \"body of liquid\",\n", - " \"building\",\n", - " \"channel of a watercourse\",\n", - " \"chemical entity\",\n", - " \"container of an intermittent water body\",\n", - " \"cryoform\",\n", - " \"educational facility\",\n", - " \"environmental material\",\n", - " \"environmental system\", # includes ecosystems\n", - " \"environmental zone\",\n", - " \"fiat part of an astronomical object\",\n", - " \"fluid astronomical body part\", # todo gets rid of plume but also lakes, stream etc.\n", - " \"healthcare facility\",\n", - " \"high-elevation mountain\",\n", - " \"hospital unit facility\",\n", - " \"layer\",\n", - " \"manufactured product\",\n", - " \"marine environmental zone\",\n", - " \"marine layer\",\n", - " \"mass of compounded environmental materials\", # todo eliminates glacier\n", - " \"mass of environmental material\",\n", - " \"mass of fluid\",\n", - " \"meteor\", # includes clouds!\n", - " \"mid-elevation mountain\",\n", - " \"mineral deposit\",\n", - " \"object aggregate\", # esp for rain\n", - " \"organ\",\n", - " \"particle\",\n", - " \"piece of plastic\",\n", - " \"political entity\",\n", - " \"star\", # todo for photosphere, which should have been removed by mass of environmental material\n", + "exclude_by_label_over_is_a_and_parts = [\n", + " 'anatomical entity environment',\n", + " 'anatomical entity',\n", + " 'animal habitation',\n", + " 'archipelago',\n", + " 'biome',\n", + " 'body of liquid',\n", + " 'building',\n", + " 'channel of a watercourse',\n", + " 'chemical entity',\n", + " 'container of an intermittent water body',\n", + " 'cryoform',\n", + " 'educational facility',\n", + " 'environmental material',\n", + " 'environmental system', # includes ecosystems\n", + " 'environmental zone',\n", + " 'fiat part of an astronomical object',\n", + " 'fluid astronomical body part', # todo gets rid of plume but also lakes, stream etc.\n", + " 'hatchery',\n", + " 'healthcare facility',\n", + " 'high-elevation mountain',\n", + " 'hospital unit facility',\n", + " 'intrusion',\n", + " 'karst',\n", + " 'layer',\n", + " 'manufactured product',\n", + " 'marine environmental zone',\n", + " 'marine layer',\n", + " 'mass of compounded environmental materials', # todo eliminates glacier\n", + " 'mass of environmental material',\n", + " 'mass of fluid',\n", + " 'meteor', # includes clouds!\n", + " 'mid-elevation mountain',\n", + " 'mineral deposit',\n", + " 'object aggregate', # esp for rain\n", + " 'organ',\n", + " 'particle',\n", + " 'pedosphere',\n", + " 'penplain',\n", + " 'piece of plastic',\n", + " 'polder',\n", + " 'pole',\n", + " 'political entity',\n", + " 'protoplanetary disk',\n", + " 'salt mass',\n", + " 'sandur',\n", + " 'seamount',\n", + " 'see cliff',\n", + " 'star', # todo for photosphere, which should have been removed by mass of environmental material\n", + " 'thermokarst',\n", + " 'volcanic feature',\n", + " 'whole plant',\n", "]\n", "\n", "# todo lost rhizosphere (an environmental system) ... steppe (part of part of a biome) ...\n", @@ -173,13 +190,13 @@ ], "id": "dc91a47fb8762a09", "outputs": [], - "execution_count": 7 + "execution_count": 34 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.026667Z", - "start_time": "2024-11-05T02:02:02.021705Z" + "end_time": "2024-11-05T18:45:58.297232Z", + "start_time": "2024-11-05T18:45:58.292504Z" } }, "cell_type": "code", @@ -204,7 +221,6 @@ " 'flood',\n", " 'garden',\n", " 'hill',\n", - " 'karst',\n", " 'landfill',\n", " 'market',\n", " 'mine',\n", @@ -235,6 +251,7 @@ " 'site',\n", " 'slope',\n", " 'tailings',\n", + " 'terrace',\n", " 'transport',\n", " 'tunnel',\n", " 'valley',\n", @@ -245,46 +262,48 @@ ], "id": "aa150cf6ca815771", "outputs": [], - "execution_count": 8 + "execution_count": 35 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.073317Z", - "start_time": "2024-11-05T02:02:02.069253Z" + "end_time": "2024-11-05T18:45:58.347474Z", + "start_time": "2024-11-05T18:45:58.341266Z" } }, "cell_type": "code", "source": [ "force_back_in = [\n", - " 'agricultural ecosystem',\n", - " 'agricultural field',\n", " # 'allotment garden',\n", - " 'alluvial plain',\n", - " 'alluvial fan',\n", + " # 'alluvial fan',\n", + " # 'alluvial plain',\n", " # 'bare soil surface layer',\n", - " 'dune',\n", " # 'elevated landform',\n", + " # 'paddy field',\n", + " # 'rubber plantation',\n", + " # 'swamp ecosystem',\n", + " # 'technosphere',\n", + " # 'troposhere',\n", + " 'agricultural ecosystem',\n", + " 'agricultural field',\n", + " 'dune',\n", + " 'farm',\n", " 'forested area',\n", " 'frozen land',\n", " 'garden',\n", " 'grassland area',\n", " 'meadow ecosystem',\n", " 'mountain',\n", - " # 'paddy field',\n", + " 'orchard',\n", " 'pasture',\n", " 'peatland',\n", " 'pond',\n", " 'roadside',\n", - " # 'rubber plantation',\n", " 'savanna',\n", " 'steppe',\n", - " 'swamp ecosystem',\n", - " # 'technosphere',\n", - " # 'troposhere',\n", "]\n", "\n", - "# for the sake of \"soils whose differentia can be expressed in the broad or local scale slots\n", + "# for the sake of 'soils whose differentia can be expressed in the broad or local scale slots\n", "\n", "# run this after discover_excludable_soils.ipynb\n", "# and before post_google_sheets_soil_env_medium.ipynb\n", @@ -294,13 +313,13 @@ ], "id": "63cbec0253b11d10", "outputs": [], - "execution_count": 9 + "execution_count": 36 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.119585Z", - "start_time": "2024-11-05T02:02:02.116320Z" + "end_time": "2024-11-05T18:45:58.394922Z", + "start_time": "2024-11-05T18:45:58.391609Z" } }, "cell_type": "code", @@ -324,13 +343,13 @@ ], "id": "c92f84a59fa1b709", "outputs": [], - "execution_count": 10 + "execution_count": 37 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.168462Z", - "start_time": "2024-11-05T02:02:02.164685Z" + "end_time": "2024-11-05T18:45:58.460396Z", + "start_time": "2024-11-05T18:45:58.444583Z" } }, "cell_type": "code", @@ -354,13 +373,13 @@ ], "id": "101ce9770c85fab4", "outputs": [], - "execution_count": 11 + "execution_count": 38 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.215443Z", - "start_time": "2024-11-05T02:02:02.212218Z" + "end_time": "2024-11-05T18:45:58.505469Z", + "start_time": "2024-11-05T18:45:58.502168Z" } }, "cell_type": "code", @@ -380,13 +399,13 @@ ], "id": "1a7e79eab8215a9c", "outputs": [], - "execution_count": 12 + "execution_count": 39 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.264152Z", - "start_time": "2024-11-05T02:02:02.258814Z" + "end_time": "2024-11-05T18:45:58.554092Z", + "start_time": "2024-11-05T18:45:58.548956Z" } }, "cell_type": "code", @@ -397,98 +416,125 @@ " 'biota',\n", " 'bowling alley',\n", " 'clinic',\n", + " 'endorheic basin',\n", + " 'esker'\n", " 'fairground',\n", - " 'fish hatchery',\n", + " 'fomoite',\n", " 'footbridge',\n", " 'fossil worm burrow',\n", + " 'fountain',\n", " 'galaxy',\n", " 'globular star cluster',\n", " 'handrail',\n", " 'hangar',\n", " 'human nursery',\n", + " 'interfluve',\n", + " 'kame',\n", + " 'kipuka',\n", " 'limestone pavement',\n", + " 'maar',\n", + " 'machair',\n", " 'manufactured plastisphere',\n", + " 'microfracture',\n", + " 'midden',\n", " 'military training area',\n", + " 'moatan',\n", + " 'mofetta',\n", " 'nebula',\n", + " 'nunatak',\n", + " 'outwash fan',\n", + " 'overflow structure',\n", " 'patio',\n", " 'paved parking lot',\n", " 'petting zoo',\n", " 'place of worship',\n", " 'plastisphere',\n", - " 'poultry hatchery',\n", + " 'polder',\n", " 'processing line',\n", - " 'protoplanetary disk',\n", + " 'pseudocrater',\n", " 'railway',\n", + " 'ria',\n", + " 'rill',\n", + " 'sandy beach',\n", + " 'shear fracture',\n", + " 'shingle beach',\n", " 'shipwreck',\n", + " 'solfatara',\n", + " 'spur',\n", + " 'spur',\n", + " 'strand crack',\n", + " 'stratovolcano',\n", + " 'structural basin',\n", " 'technosphere',\n", + " 'track',\n", + " 'tube well',\n", + " 'tuya',\n", " 'unexploded-ordnance dump',\n", - " 'young plant',\n", - "\n", "])\n", "\n", "# MAM judgement" ], "id": "95875c9016c5b9a9", "outputs": [], - "execution_count": 13 + "execution_count": 40 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.309883Z", - "start_time": "2024-11-05T02:02:02.307062Z" + "end_time": "2024-11-05T18:45:58.603473Z", + "start_time": "2024-11-05T18:45:58.600609Z" } }, "cell_type": "code", - "source": "# model_with_local_scale_file = \"post_google_sheets_soil_env_medium_relations_no_subclasses_useful_classes_curated.tsv\"", + "source": "# model_with_local_scale_file = 'post_google_sheets_soil_env_medium_relations_no_subclasses_useful_classes_curated.tsv'", "id": "ba10b9b104295ac9", "outputs": [], - "execution_count": 14 + "execution_count": 41 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.356331Z", - "start_time": "2024-11-05T02:02:02.353326Z" + "end_time": "2024-11-05T18:45:58.650220Z", + "start_time": "2024-11-05T18:45:58.647111Z" } }, "cell_type": "code", - "source": "output_file = \"post_google_sheets_soil_env_local_scale.tsv\"", + "source": "output_file = 'post_google_sheets_soil_env_local_scale.tsv'", "id": "1d2b4fc51e047786", "outputs": [], - "execution_count": 15 + "execution_count": 42 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.429171Z", - "start_time": "2024-11-05T02:02:02.400035Z" + "end_time": "2024-11-05T18:45:58.696888Z", + "start_time": "2024-11-05T18:45:58.693101Z" } }, "cell_type": "code", "source": "adapter = get_adapter(adapter_string)", "id": "7709e378f4d117eb", "outputs": [], - "execution_count": 16 + "execution_count": 43 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.449814Z", - "start_time": "2024-11-05T02:02:02.446972Z" + "end_time": "2024-11-05T18:45:58.744287Z", + "start_time": "2024-11-05T18:45:58.741223Z" } }, "cell_type": "code", "source": "targets = set()", "id": "1bbc3b1ad9958a37", "outputs": [], - "execution_count": 17 + "execution_count": 44 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:02.727384Z", - "start_time": "2024-11-05T02:02:02.493820Z" + "end_time": "2024-11-05T18:45:58.998959Z", + "start_time": "2024-11-05T18:45:58.789457Z" } }, "cell_type": "code", @@ -513,32 +559,32 @@ ] } ], - "execution_count": 18 + "execution_count": 45 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:04.284409Z", - "start_time": "2024-11-05T02:02:02.742281Z" + "end_time": "2024-11-05T18:46:00.611561Z", + "start_time": "2024-11-05T18:45:59.024985Z" } }, "cell_type": "code", "source": [ - "# write the targets and their labels to a tsv file \"sels_targets.txt\"\n", + "# write the targets\n", "#\n", - "with open(\"sels_targets.tsv\", \"w\") as f:\n", + "with open('post_google_sheets_soil_env_local_scale_initial.tsv', 'w') as f:\n", " for t in targets:\n", - " f.write(t + \"\\t\" + adapter.label(t) + \"\\n\")" + " f.write(t + '\\t' + adapter.label(t) + '\\n')" ], "id": "81f451e5546cbeb2", "outputs": [], - "execution_count": 19 + "execution_count": 46 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:07.149241Z", - "start_time": "2024-11-05T02:02:04.295653Z" + "end_time": "2024-11-05T18:46:03.956615Z", + "start_time": "2024-11-05T18:46:00.616611Z" } }, "cell_type": "code", @@ -548,28 +594,28 @@ "\n", "depletion_log = []\n", "\n", - "for current_label in is_a_part_of_exclusion_labels:\n", + "for current_label in exclude_by_label_over_is_a_and_parts:\n", " for class_id in adapter.basic_search(current_label):\n", " descendant = adapter.descendants(class_id,\n", " predicates=[IS_A, PART_OF]) # todo be careful with part of assumptions!\n", " for d in descendant:\n", " if d in targets:\n", " depletion_line = {\n", - " \"removed\": adapter.label(d),\n", - " \"reason\": current_label\n", + " 'removed': adapter.label(d),\n", + " 'reason': current_label\n", " }\n", " # print(log_line)\n", " depletion_log.append(depletion_line)\n", " targets.remove(d)\n", "\n", - "for current_label in is_a_only_exclusion_labels:\n", + "for current_label in exclusions_by_label_over_is_a:\n", " for class_id in adapter.basic_search(current_label):\n", " descendant = adapter.descendants(class_id, predicates=[IS_A]) # todo be careful with part of assumptions!\n", " for d in descendant:\n", " if d in targets:\n", " depletion_line = {\n", - " \"removed\": adapter.label(d),\n", - " \"reason\": current_label\n", + " 'removed': adapter.label(d),\n", + " 'reason': current_label\n", " }\n", " # print(log_line)\n", " depletion_log.append(depletion_line)\n", @@ -579,12 +625,12 @@ "targets_dupe = targets.copy()\n", "for t in targets_dupe:\n", " label = adapter.label(t)\n", - " label_words = label.split(\" \")\n", + " label_words = label.split(' ')\n", " for kbo in keep_base_only:\n", " if kbo in label_words and len(label_words) > 1:\n", " depletion_line = {\n", - " \"removed\": label,\n", - " \"reason\": f\"{t}'s label {label} contains but is not limited to {kbo}\"\n", + " 'removed': label,\n", + " 'reason': f\"{t}'s label {label} contains but is not limited to {kbo}\"\n", " }\n", " depletion_log.append(depletion_line)\n", " if t in targets:\n", @@ -598,45 +644,45 @@ "name": "stdout", "output_type": "stream", "text": [ - "553\n" + "505\n" ] } ], - "execution_count": 20 + "execution_count": 47 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:07.162862Z", - "start_time": "2024-11-05T02:02:07.160273Z" + "end_time": "2024-11-05T18:46:03.972717Z", + "start_time": "2024-11-05T18:46:03.970107Z" } }, "cell_type": "code", "source": [ - "# # write the lines in log to a TSV file \"sels_depletion.tsv\"\" with csv's dictwriter\n", + "# # write the lines in log to a TSV file 'sels_depletion.tsv'' with csv's dictwriter\n", "# #\n", - "# with open(\"sels_depletion.tsv\", \"w\") as f:\n", - "# writer = csv.DictWriter(f, fieldnames=[\"removed\", \"reason\"])\n", + "# with open('sels_depletion.tsv', 'w') as f:\n", + "# writer = csv.DictWriter(f, fieldnames=['removed', 'reason'])\n", "# writer.writeheader()\n", "# for line in depletion_log:\n", "# writer.writerow(line)\n" ], "id": "62b7006a08a898a8", "outputs": [], - "execution_count": 21 + "execution_count": 48 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:07.204727Z", - "start_time": "2024-11-05T02:02:07.200625Z" + "end_time": "2024-11-05T18:46:04.018879Z", + "start_time": "2024-11-05T18:46:04.014871Z" } }, "cell_type": "code", "source": [ "# remove curies from the targets if their prefix, when splitting on colon, isn't in the acceptable prefixes\n", "for t in list(targets):\n", - " if t.split(\":\")[0] not in acceptable_prefixes:\n", + " if t.split(':')[0] not in acceptable_prefixes:\n", " targets.remove(t)\n", "print(len(targets))" ], @@ -646,24 +692,24 @@ "name": "stdout", "output_type": "stream", "text": [ - "270\n" + "229\n" ] } ], - "execution_count": 22 + "execution_count": 49 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:08.868537Z", - "start_time": "2024-11-05T02:02:07.253491Z" + "end_time": "2024-11-05T18:46:05.490494Z", + "start_time": "2024-11-05T18:46:04.069524Z" } }, "cell_type": "code", "source": [ "# remove curies from the targets if their label contains any of the exclusion fragments\n", "for t in list(targets):\n", - " for fragment in is_a_label_fragment_exclusion:\n", + " for fragment in exclude_by_superstring_over_is_a:\n", " if fragment in adapter.label(t):\n", " if t in targets:\n", " targets.remove(t)\n", @@ -675,17 +721,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "208\n" + "169\n" ] } ], - "execution_count": 23 + "execution_count": 50 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:09.109428Z", - "start_time": "2024-11-05T02:02:08.881595Z" + "end_time": "2024-11-05T18:46:05.727050Z", + "start_time": "2024-11-05T18:46:05.502980Z" } }, "cell_type": "code", @@ -696,9 +742,10 @@ " for class_id in adapter.basic_search(fbi):\n", " fbi_count += 1\n", " if class_id not in targets:\n", + " print(f\"Adding {fbi} to targets\")\n", " targets.add(class_id)\n", " else:\n", - " print(f\"{fbi} already in targets\")\n", + " print(f'{fbi} already in targets')\n", " if fbi_count == 0:\n", " print(f\"Can't find {fbi} in adapter\")" ], @@ -708,22 +755,57 @@ "name": "stdout", "output_type": "stream", "text": [ + "Adding agricultural ecosystem to targets\n", + "Adding agricultural field to targets\n", "dune already in targets\n", + "Adding farm to targets\n", + "Adding forested area to targets\n", + "Adding frozen land to targets\n", "garden already in targets\n", + "Adding grassland area to targets\n", + "Adding meadow ecosystem to targets\n", "mountain already in targets\n", + "Adding orchard to targets\n", + "Adding pasture to targets\n", + "Adding peatland to targets\n", + "Adding pond to targets\n", + "Adding roadside to targets\n", + "Adding savanna to targets\n", + "Adding steppe to targets\n", + "Adding active permafrost layer to targets\n", + "Adding fen to targets\n", + "Adding fjord to targets\n", + "Adding glacier to targets\n", + "Adding marsh to targets\n", "peatland already in targets\n", + "Adding prairie to targets\n", + "Adding rhizosphere to targets\n", + "Adding river to targets\n", + "Adding spring to targets\n", + "Adding stream to targets\n", + "Adding woodland area to targets\n", + "Adding arable land to targets\n", + "Adding biochar to targets\n", + "Adding flood plain to targets\n", + "Adding forest ecosystem to targets\n", "meadow ecosystem already in targets\n", - "pasture already in targets\n" + "Adding mine drainage to targets\n", + "Adding oil spill to targets\n", + "pasture already in targets\n", + "Adding permafrost to targets\n", + "Adding ranch to targets\n", + "Adding thermokarst to targets\n", + "Adding wetland ecosystem to targets\n" ] } ], - "execution_count": 24 + "execution_count": 51 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:09.321939Z", - "start_time": "2024-11-05T02:02:09.122242Z" + "end_time": "2024-11-05T18:46:06.086508Z", + "start_time": "2024-11-05T18:46:05.743202Z" } }, "cell_type": "code", @@ -731,21 +813,93 @@ "for fo in force_out:\n", " for class_id in adapter.basic_search(fo):\n", " if class_id in targets:\n", + " print(f\"Removing {fo} from targets\")\n", " targets.remove(class_id)\n", " else:\n", - " print(f\"{fo} not in targets\")\n", + " print(f'{fo} not in targets')\n", " \n", "# these won't show up in the previously closed sels_depletion.tsv" ], "id": "9c2be4ce4f8521a0", - "outputs": [], - "execution_count": 25 + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Removing cut from targets\n", + "Removing field from targets\n", + "Removing flattened elevation from targets\n", + "Removing market from targets\n", + "Removing mount from targets\n", + "Removing peak from targets\n", + "Removing trough from targets\n", + "Removing yard from targets\n", + "Removing airport from targets\n", + "Removing bike path from targets\n", + "Removing biota from targets\n", + "Removing bowling alley from targets\n", + "Removing clinic from targets\n", + "Removing endorheic basin from targets\n", + "Removing footbridge from targets\n", + "Removing fossil worm burrow from targets\n", + "Removing fountain from targets\n", + "Removing galaxy from targets\n", + "Removing globular star cluster from targets\n", + "handrail not in targets\n", + "Removing hangar from targets\n", + "Removing human nursery from targets\n", + "Removing interfluve from targets\n", + "Removing kame from targets\n", + "Removing kipuka from targets\n", + "limestone pavement not in targets\n", + "Removing maar from targets\n", + "Removing machair from targets\n", + "Removing manufactured plastisphere from targets\n", + "Removing microfracture from targets\n", + "Removing midden from targets\n", + "Removing military training area from targets\n", + "Removing moatan from targets\n", + "Removing mofetta from targets\n", + "Removing nebula from targets\n", + "Removing nunatak from targets\n", + "Removing outwash fan from targets\n", + "Removing overflow structure from targets\n", + "Removing patio from targets\n", + "Removing paved parking lot from targets\n", + "Removing petting zoo from targets\n", + "Removing place of worship from targets\n", + "Removing plastisphere from targets\n", + "polder not in targets\n", + "Removing processing line from targets\n", + "Removing pseudocrater from targets\n", + "Removing railway from targets\n", + "Removing ria from targets\n", + "Removing rill from targets\n", + "Removing sandy beach from targets\n", + "Removing shear fracture from targets\n", + "Removing shingle beach from targets\n", + "Removing shipwreck from targets\n", + "Removing solfatara from targets\n", + "Removing spur from targets\n", + "spur not in targets\n", + "Removing strand crack from targets\n", + "Removing stratovolcano from targets\n", + "Removing structural basin from targets\n", + "Removing technosphere from targets\n", + "Removing track from targets\n", + "Removing tube well from targets\n", + "Removing tuya from targets\n", + "Removing unexploded-ordnance dump from targets\n" + ] + } + ], + "execution_count": 52 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:09.400796Z", - "start_time": "2024-11-05T02:02:09.332662Z" + "end_time": "2024-11-05T18:46:06.161081Z", + "start_time": "2024-11-05T18:46:06.098851Z" } }, "cell_type": "code", @@ -754,37 +908,37 @@ "for t in targets:\n", " labelled_targets.append(\n", " {\n", - " \"id\": t,\n", - " \"label\": adapter.label(t)\n", + " 'id': t,\n", + " 'label': adapter.label(t)\n", " }\n", " )" ], "id": "67e8e7d3100e7c36", "outputs": [], - "execution_count": 26 + "execution_count": 53 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:09.418094Z", - "start_time": "2024-11-05T02:02:09.412157Z" + "end_time": "2024-11-05T18:46:06.180800Z", + "start_time": "2024-11-05T18:46:06.176303Z" } }, "cell_type": "code", "source": [ "export_frame = pd.DataFrame(labelled_targets)\n", "\n", - "export_frame.to_csv(output_file, sep=\"\\t\", index=False)" + "export_frame.to_csv(output_file, sep='\\t', index=False)" ], "id": "2c72d0bcd67213c2", "outputs": [], - "execution_count": 27 + "execution_count": 54 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:09.439026Z", - "start_time": "2024-11-05T02:02:09.436868Z" + "end_time": "2024-11-05T18:46:06.229588Z", + "start_time": "2024-11-05T18:46:06.222985Z" } }, "cell_type": "code", diff --git a/notebooks/post_google_sheets_soil_env_local_scale.tsv b/notebooks/post_google_sheets_soil_env_local_scale.tsv index 34678b08..7bb424cc 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.tsv +++ b/notebooks/post_google_sheets_soil_env_local_scale.tsv @@ -1,206 +1,145 @@ id label -ENVO:00000418 ria -ENVO:00000563 pier -ENVO:00000284 quarry +ENVO:00000083 hill +ENVO:00000381 massif ENVO:00000535 weir -ENVO:00000181 nunatak -ENVO:00000419 stack -ENVO:01000443 salt mass -ENVO:00000182 plateau -ENVO:01000468 fence -ENVO:00000289 horst -ENVO:00000022 river -ENVO:03501248 overpass -ENVO:03600033 residential backyard -ENVO:00009726 strand crack -ENVO:00000134 permafrost +ENVO:00000325 polje +ENVO:00000091 beach +ENVO:00000232 fen +ENVO:00000524 abandoned watercourse ENVO:00000109 woodland area -ENVO:2000007 biochar -ENVO:01000670 vein -ENVO:03600066 halite -ENVO:00000291 drainage basin -ENVO:00000413 pingo -ENVO:01001489 spur -ENVO:00002199 sandy beach -ENVO:01000302 outcrop -ENVO:00000421 wave-cut platform -ENVO:00000516 hummock -ENVO:00000195 sinkhole -ENVO:01001207 ranch -ENVO:01001524 frozen land -ENVO:03000132 firebreak -ENVO:00000258 alluvial plain -ENVO:00000551 endorheic basin -ENVO:03600068 ice wedge -ENVO:00000158 causeway -ENVO:00000562 park -ENVO:00000520 landslide +ENVO:00000313 blowout ENVO:00000463 harbour -ENVO:00000508 terrace -ENVO:00000256 floodway +ENVO:00000022 river +ENVO:00000439 dell +ENVO:00000262 steppe +ENVO:01000649 trench +ENVO:00000026 well +ENVO:00000039 fjord +ENVO:03501309 booth +ENVO:00002061 oil spill +ENVO:00000106 grassland area +ENVO:01001243 forest ecosystem +ENVO:00002000 slope +ENVO:01000670 vein +ENVO:00000064 road ENVO:01001357 desert -ENVO:00000312 sandur +ENVO:03000132 firebreak +ENVO:03600087 greenhouse +ENVO:00000304 shore +ENVO:00000169 canyon +ENVO:00000031 wadi +ENVO:00000100 valley +ENVO:03600033 residential backyard ENVO:00000114 agricultural field -ENVO:00000216 fumarole -ENVO:01000526 sedimentary intrusion +ENVO:00000044 peatland +ENVO:00000081 mountain +ENVO:00000182 plateau ENVO:01000429 burrow -ENVO:01000498 pole +ENVO:00000256 floodway +ENVO:00000115 orchard +ENVO:00000283 ridge +ENVO:00000180 mound +ENVO:01001870 gas well +ENVO:01001209 wetland ecosystem +ENVO:00000134 permafrost +ENVO:00000533 landfill +ENVO:03000143 cryosphere ENVO:00000111 forested area -ENVO:01000820 pedosphere +ENVO:00000280 escarpment +ENVO:00000195 sinkhole +ENVO:00000320 crevasse +ENVO:00000293 continental divide +ENVO:01000935 campground +ENVO:00000074 dam +ENVO:00000438 alas +ENVO:00000543 swale ENVO:00000068 tunnel -ENVO:00000276 drumlin -ENVO:00000260 prairie ENVO:00000075 bridge -ENVO:00000106 grassland area -ENVO:01001209 wetland ecosystem -ENVO:00000179 mesa -ENVO:00000262 steppe -ENVO:00000039 fjord -ENVO:00000170 dune ENVO:00000481 pinnacle -ENVO:00000567 calanque -ENVO:00000096 caldera -ENVO:00000438 alas -ENVO:00000461 pseudocrater -ENVO:01000518 diapir -ENVO:00000081 mountain -ENVO:01000446 ravine -ENVO:00000304 shore -ENVO:00000313 blowout -ENVO:00000404 stratovolcano +ENVO:00000216 fumarole +ENVO:00000529 beach ridge +ENVO:03501238 hillock +ENVO:00000421 wave-cut platform +ENVO:00000076 mine +ENVO:00000247 volcano +ENVO:00000266 pasture +ENVO:00000521 rockfall +ENVO:00000357 lock +ENVO:01001568 frost heave +ENVO:00000155 cirque +ENVO:01001665 soil cryoturbate +ENVO:01001871 pit +ENVO:00000562 park +ENVO:00000429 arete +ENVO:00000261 savanna ENVO:00000290 graben -ENVO:01001538 frost-formed hummock -ENVO:00000545 shingle beach +ENVO:00000287 butte +ENVO:00000441 terracette +ENVO:00000419 stack +ENVO:03501248 overpass ENVO:00000444 woodland clearing -ENVO:00000177 moraine -ENVO:00000169 canyon -ENVO:00010442 midden -ENVO:00000357 lock -ENVO:00005801 rhizosphere -ENVO:00000460 penplain +ENVO:00000291 drainage basin +ENVO:01000468 fence +ENVO:00000514 crater +ENVO:01000446 ravine ENVO:00000133 glacier +ENVO:00000078 farm +ENVO:00000567 calanque +ENVO:00000096 caldera +ENVO:03500001 playground +ENVO:00000086 plain +ENVO:00010358 fomite +ENVO:03000085 thermokarst +ENVO:01000447 roadside +ENVO:00000127 badland +ENVO:00000067 cave ENVO:00000282 esker -ENVO:01000659 igneous intrusion -ENVO:00000286 polder -ENVO:00000277 dry lake -ENVO:00002061 oil spill +ENVO:01000333 hillside ENVO:00002226 borehole -ENVO:00000266 pasture -ENVO:00000180 mound -ENVO:00000529 beach ridge -ENVO:03000143 cryosphere -ENVO:00000233 swamp ecosystem -ENVO:01000732 clastic dike -ENVO:00000530 apron -ENVO:00000031 wadi -ENVO:01001243 forest ecosystem -ENVO:01000294 crevice -ENVO:00000410 kipuka -ENVO:01000275 structural basin -ENVO:00000311 kettle -ENVO:00000083 hill -ENVO:01000674 microfracture -ENVO:00000217 solfatara -ENVO:00000417 machair -ENVO:00000067 cave -ENVO:01000466 boundary wall -ENVO:01000632 chonolith ENVO:01001177 arable land -ENVO:00000044 peatland -ENVO:00001996 mine drainage -ENVO:00000536 moatan -ENVO:01000673 shear fracture -ENVO:00000441 terracette -ENVO:00000122 track -ENVO:00000434 outwash fan -ENVO:00000370 tuya -ENVO:00000527 interfluve -ENVO:01000278 pingo scar -ENVO:00000100 valley -ENVO:00000023 stream -ENVO:03600087 greenhouse -ENVO:00000174 isthmus -ENVO:00000543 swale -ENVO:00000381 massif -ENVO:00000255 flood plain -ENVO:01000333 hillside -ENVO:01000521 batholith -ENVO:01000735 lopolith -ENVO:01000733 stock -ENVO:01001665 soil cryoturbate +ENVO:00000177 moraine +ENVO:00000516 hummock +ENVO:00000284 quarry +ENVO:00000011 garden +ENVO:01000294 crevice +ENVO:01000302 outcrop +ENVO:00000289 horst +ENVO:00000027 spring +ENVO:01000985 fairground ENVO:00000411 ford +ENVO:03501245 drawbridge +ENVO:00000170 dune +ENVO:00000277 dry lake ENVO:02000141 refinery -ENVO:00000325 polje -ENVO:00002000 slope -ENVO:03000085 thermokarst -ENVO:00000521 rockfall -ENVO:00000332 doline -ENVO:00000035 marsh +ENVO:00005801 rhizosphere ENVO:04000009 active permafrost layer -ENVO:00000320 crevasse -ENVO:00000033 pond ENVO:03000117 channel -ENVO:00000280 escarpment -ENVO:01000734 laccolith -ENVO:00000077 agricultural ecosystem -ENVO:01001490 intrusion -ENVO:00000433 kame terrace -ENVO:00000533 landfill -ENVO:01000447 roadside -ENVO:00000027 spring -ENVO:03501245 drawbridge -ENVO:00000542 kame -ENVO:01001871 pit -ENVO:01000413 old plant -ENVO:03600083 mofetta -ENVO:03501239 riverfront -ENVO:03500001 playground -ENVO:01000863 overflow structure -ENVO:00000175 karst -ENVO:01001873 hatchery -ENVO:01000649 trench -ENVO:01000935 campground -ENVO:00000432 monadnock -ENVO:00000076 mine -ENVO:00000292 watershed +ENVO:00000023 stream ENVO:00000108 meadow ecosystem -ENVO:00000011 garden -ENVO:00000026 well -ENVO:00000265 guyot -ENVO:00000087 cliff -ENVO:01001568 frost heave -ENVO:01000671 dike -ENVO:00000232 fen -ENVO:00000514 crater -ENVO:00000261 savanna -ENVO:00000046 hedge -ENVO:00000283 ridge -ENVO:01001151 proplyd +ENVO:00000158 causeway +ENVO:00000255 flood plain +ENVO:00000260 prairie +ENVO:03501239 riverfront ENVO:01001280 driveway -ENVO:03600063 tube well -ENVO:00010358 fomite -ENVO:01000505 salt dome -ENVO:00000429 arete -ENVO:03600062 fountain -ENVO:00000439 dell -ENVO:01000736 phacolith -ENVO:00000496 rill -ENVO:03501309 booth -ENVO:00000293 continental divide -ENVO:00000247 volcano -ENVO:00000091 beach -ENVO:01000450 salt glacier -ENVO:00000524 abandoned watercourse -ENVO:00000064 road -ENVO:01000737 sill -ENVO:00000155 cirque -ENVO:00000074 dam -ENVO:00000245 maar -ENVO:00000314 alluvial fan +ENVO:00000046 hedge +ENVO:01001207 ranch +ENVO:2000007 biochar +ENVO:00000035 marsh +ENVO:00000276 drumlin +ENVO:01000466 boundary wall +ENVO:00000077 agricultural ecosystem +ENVO:00001996 mine drainage +ENVO:00000563 pier +ENVO:00000174 isthmus +ENVO:00000508 terrace +ENVO:00000033 pond +ENVO:03600068 ice wedge +ENVO:01001538 frost-formed hummock +ENVO:01001524 frozen land +ENVO:00000520 landslide +ENVO:00000292 watershed +ENVO:00000530 apron +ENVO:00000179 mesa ENVO:01001279 sidewalk -ENVO:00000086 plain -ENVO:00000127 badland -ENVO:03501238 hillock -ENVO:00000287 butte -ENVO:01001870 gas well -ENVO:01000731 igneous extrusion +ENVO:00000432 monadnock +ENVO:00000087 cliff diff --git a/notebooks/sels_targets.tsv b/notebooks/post_google_sheets_soil_env_local_scale_initial.tsv similarity index 100% rename from notebooks/sels_targets.tsv rename to notebooks/post_google_sheets_soil_env_local_scale_initial.tsv index 60734fdb..81ef0794 100644 --- a/notebooks/sels_targets.tsv +++ b/notebooks/post_google_sheets_soil_env_local_scale_initial.tsv @@ -1,5132 +1,5132 @@ -ENVO:00002240 kastanozem -ENVO:01001834 subpolar biome -NCBITaxon:1198 Phormidium -CHEBI:33976 magnesium coordination entity -ENVO:01000770 carbon dioxide emission -ENVO:00000281 fault escarpment -ENVO:04000012 particulate organic matter -PO:0020144 apical meristem -ENVO:01000138 plant matter fall -ENVO:00000172 sandy desert -ENVO:06105278 silty clay loam -FOODON:00001635 bean food product -ENVO:03501234 town hall -NCBITaxon:1890440 Schizotrichaceae -FOODON:00001036 pont ieveque cheese food product -ENVO:03501217 tissue paper -CHEBI:35352 organonitrogen compound -UBERON:0009503 mesenchyme of hindgut -ENVO:03500017 soldering fumes -CHEBI:23906 monoatomic cation -NCBITaxon:44822 Microcystis viridis -ENVO:01000479 lime plaster -UBERON:0000912 mucus -ENVO:01000660 tephra -ENVO:00002169 coal mine -NCBITaxon:9443 Primates -ENVO:03501369 seam surface -ENVO:03501211 door handle -ENVO:01001495 dioxygen dissolved in marine water -PO:0025157 phyllome epidermis -ENVO:01000095 marginal ice zone front -ENVO:01000129 marine hydrothermal vent chimney -ENVO:00000418 ria -ENVO:01000496 straw exterior wall -ENVO:03501207 shopping mall -CHEBI:33692 hydrides +ENVO:01000930 ecological corridor +ENVO:03000002 firn +ENVO:03501290 supermarket ENVO:00000501 submerged bed -ENVO:00000539 geographic sill -ENVO:01000614 bicycle -UBERON:0000060 anatomical wall -ENVO:03501313 food production environmental monitoring zone -ENVO:00002167 platinum mine -ENVO:00000537 boulder field -ENVO:01000233 intermediate lava -NCBITaxon:1783272 Terrabacteria group -ENVO:00000563 pier -ENVO:01001897 neutral spring -ENVO:00002215 geothermal power plant -CHEBI:35175 sulfate salt -FOODON:03400852 miscellaneous food product (eurofir) -ENVO:03510005 motor oil -CHEBI:17245 carbon monoxide -CHEBI:18310 alkane -ENVO:01000461 refined asphalt -UBERON:0005281 ventricular system of central nervous system -ENVO:06105236 exchangeable ion -UBERON:0010252 1st arch mandibular mesenchyme from neural crest -UBERON:0004122 genitourinary system -UBERON:0011158 primary subdivision of skull -ENVO:06105276 sandy clay loam -ENVO:01000937 impromptu campground -ENVO:03501128 conference room -FOODON:00001611 apple food product -ENVO:01000484 container glass -CHEBI:35350 hydroxy steroid -ENVO:00000378 canal head reservoir -ENVO:01000609 motor boat -UBERON:0002390 hematopoietic system -ENVO:03501183 medical clinic -ENVO:06105268 treated wastewater -ENVO:00005753 urea enriched soil -ENVO:02000046 calcareous ooze -ENVO:01000130 marine hydrothermal plume -ENVO:00010505 aerosol -ENVO:01000527 flush toilet fixture -ENVO:00000391 land bridge -ENVO:00002213 anaerobic sludge blanket reactor -FOODON:00001286 turkey meat food product -UBERON:0003133 reproductive organ -ENVO:00000565 sports facility -UBERON:0003504 respiratory system blood vessel -ENVO:01001389 neritic mussel bed -ENVO:01000332 gravelly slope -CHEBI:36895 monoatomic fluorine -CHEBI:16240 hydrogen peroxide -NCBITaxon:7711 Chordata -ENVO:00000284 quarry -ENVO:03501150 gynaecology unit facility -NCBITaxon:33340 Neoptera -CHEBI:33345 titanium group element atom -ENVO:01001567 protected area -ENVO:00000535 weir -ENVO:01000541 thermosphere -CHEBI:26816 carbohydrate phosphate -ENVO:00010623 dolomite -ENVO:03500018 solder -UBERON:0003064 intermediate mesoderm -FOODON:03400865 soup (eurofir) -ENVO:01000944 microplastic particle -CHEBI:2706 Anatoxin a -ENVO:01000472 building roof -FOODON:00004242 animal food product -UBERON:0003258 endoderm of foregut -ENVO:00000468 hydroelectric dam -FOODON:00001055 sea water fish food product -ENVO:01000200 tropical broadleaf forest biome -ENVO:00000181 nunatak -ENVO:02000099 coal dust -UBERON:0008814 pharyngeal arch system -FOODON:00001200 cowpea (pulse) food product -ENVO:00000419 stack -CHEBI:33664 monocyclic hydrocarbon -FOODON:03420228 extract, concentrate or isolate of plant or animal -ENVO:00002209 saline lake sediment -FOODON:03400289 USA agency food product type -ENVO:2000045 hydrocarbon-based environmental material -UBERON:0034944 zone of organ -ENVO:00005745 allotment garden -ENVO:01001351 ice decumulation zone -ENVO:01001845 hoar -CHEBI:37349 phosphorus oxide -ENVO:03501121 building corridor -CHEBI:63732 1,1-diol -UBERON:0004808 gastrointestinal system epithelium -ENVO:00003967 creamery -ENVO:03501228 trattoria -NCBITaxon:7624 Echinozoa -PO:0006035 shoot system epidermis -ENVO:00000317 tidal pool -ENVO:01001028 sediment permeated by freshwater -FOODON:00002175 prepared hen egg product -ENVO:00000236 dambo -ENVO:01000125 marine littoral zone -UBERON:0007109 meconium -ENVO:01000192 tropical grassland biome -CHEBI:26820 sulfates -ENVO:01001679 fluid front -ENVO:00002057 raw primary sludge -ENVO:00000094 volcanic feature -ENVO:03501345 temporary residence -FOODON:03400147 milk or milk product analog (us cfr) -ENVO:00005747 compost soil -ENVO:01000443 salt mass -FOODON:00001020 beer wort food product -ENVO:00000161 banana plantation -ENVO:00002117 creosote contaminated soil -CHEBI:35427 ortho-fused polycyclic hydrocarbon -UBERON:0000923 germ layer -UBERON:0005423 developing anatomical structure -ENVO:00000182 plateau -UBERON:0007688 anlage -CHEBI:60272 aluminium ion -UBERON:0000328 gut wall -ENVO:00000183 stony desert -UBERON:0003350 epithelium of mucosa -ENVO:00000269 land-tied island -FOODON:00001037 vacherin mont dor cheese food product -ENVO:01001043 hypersaline water environment -UBERON:0010000 multicellular anatomical structure -ENVO:03000139 ice fog -ENVO:03600007 formation fluid -ENVO:01001354 volcanic crater glacier -CHEBI:33238 monoatomic entity -ENVO:03501347 hotel -FOODON:00001158 pomaceous fruit food product -CHEBI:33350 chromium group element atom -UBERON:0002443 choroidal blood vessel -FOODON:00002029 melon food product -FOODON:00001156 citrus fruit juice -NCBITaxon:71275 rosids -ENVO:04000013 particulate organic carbon -ENVO:03600084 lichen material -ENVO:01001712 free atmosphere -ENVO:01001345 floating ice mass -ENVO:01000187 subtropical savanna biome -ENVO:01001232 sapropelic kerogen -ENVO:00000234 bayou -NCBITaxon:6548 Mytilus -CHEBI:30563 silicon dioxide -ENVO:00000295 fish hatchery -ENVO:03501194 long-term care facility -PO:0006016 leaf epidermis -ENVO:00003861 industrial building -ENVO:00003064 drinking water -PO:0000112 shoot axis epidermis -UBERON:0003929 digestive tract epithelium -CHEBI:25367 molecule -ENVO:01000468 fence -CHEBI:37602 allenes -NCBITaxon:33208 Metazoa -CHEBI:63734 ketone hydrate +ENVO:01000437 lava field +ENVO:03501163 nutrition and dietetics unit facility +ENVO:01001132 hot Neptune +UBERON:0036661 wall of ventricular system of brain +CHEBI:33623 aluminium oxides ENVO:06105102 megaplastic particle -ENVO:00002256 regosol -ENVO:00000285 quicksand bed -ENVO:01000270 claystone -ENVO:00000209 marine photic zone -ENVO:01000984 grocery store -PO:0025385 cutin -ENVO:2100006 feather environment -CHEBI:36908 argon molecular entity -UBERON:0007914 bone of craniocervical region -ENVO:1000750 depositional island -ENVO:03501120 dairy farm -ENVO:01000061 marine wind mixed layer -ENVO:01000905 shrimp pond -ENVO:01000201 subtropical broadleaf forest biome +ENVO:01000668 geological fault +UBERON:0003068 axial mesoderm +CHEBI:35552 heterocyclic organic fundamental parent +ENVO:02000142 petroleum oil refinery +ENVO:03501118 public transport hub ENVO:03000033 marine sediment -ENVO:03501181 tertiary referral hospital -ENVO:01000386 temperate deciduous needleleaf forest -ENVO:03501370 stagnant water -UBERON:3000977 body external integument structure -CHEBI:23016 carbonates -ENVO:00000289 horst -CHEBI:46681 anthophyllite -CHEBI:33253 nucleon -CHEBI:39478 buta-1,3-diene -CHEBI:36340 fermion -ENVO:01001404 ecological province -ENVO:00000213 marine mesopelagic zone -UBERON:0005157 epithelial fold -ENVO:00000392 ice tongue -FOODON:03400840 beverage (non-milk) (eurofir) -ENVO:03501265 public toilet -CHEBI:35604 carbon oxoanion -CHEBI:46664 chrysotile -ENVO:01000487 brick building floor -CHEBI:25362 elemental molecule -ENVO:01000407 littoral zone -ENVO:01001049 non-saline sediment environment -CHEBI:80770 Brevetoxin B -ENVO:00002926 warm seep -ENVO:03510019 cleaning agent -ENVO:00000152 anabranch -FOODON:03400969 50221200 - processed cereal products (gs1 gpc) -NCBITaxon:1205 Trichodesmium -CHEBI:46718 sulfide salt -CHEBI:27560 boron atom -ENVO:01001709 katafront -ENVO:00000561 military training area -ENVO:03510001 brake fluid -ENVO:01001800 tropical moist broadleaf forest -ENVO:01001428 water-based cloud -ENVO:02000036 saliva material -CHEBI:24373 glycine derivative -NCBITaxon:1117 Cyanobacteria -ENVO:01000763 rural settlement -FOODON:00001250 fish egg food product +ENVO:01000568 tubular paraffin lantern +FOODON:03315173 fish product (unspecified species) +ENVO:00005771 muddy soil +ENVO:00000184 hanging valley +ENVO:01000480 glass +FOODON:00002454 food product by quality +ENVO:01001461 UNEP-WCMC class 1 mountain +ENVO:00000387 container of an intermittent lake +ENVO:03501288 facility CHEBI:36342 subatomic particle -ENVO:03501137 hospital unit facility -ENVO:00000206 marine neritic zone -ENVO:00000178 levee -UBERON:0000463 organism substance -ENVO:01000860 temperate marine upwelling biome -ENVO:03501127 conference venue -ENVO:00000022 river -ENVO:03600061 shipwreck -ENVO:03501279 tenement -ENVO:00003044 brine -ENVO:00002270 chemocline -ENVO:02000124 lead paint -ENVO:01001281 paved parking lot -ENVO:01000844 fog -ENVO:01001009 photometeor -ENVO:01000075 marine thermocline -FOODON:00002664 lipid food product -ENVO:00002239 calcisol -CHEBI:190295 inorganic calcium salt -ENVO:03501248 overpass -UBERON:0004237 blood vessel smooth muscle -ENVO:01000227 tropical dry broadleaf forest biome -ENVO:01001819 cell culturing unit -CHEBI:139292 chlorophyllide(2-) -CHEBI:15996 GTP -ENVO:06105201 water table -ENVO:00000190 abyssal feature -ENVO:01000085 plume front -ENVO:01000608 boat -ENVO:01000276 ecoregion -CHEBI:50816 iron oxide -ENVO:03600033 residential backyard -ENVO:03500028 pneumatic drill -FOODON:00001023 mammalian milk butter -ENVO:01001629 polymetallic nodule ecosystem -ENVO:00002059 biosolids -ENVO:03510002 automatic transmission fluid -CHEBI:36928 carbon-13 atom -ENVO:00005768 orchid soil -ENVO:01001101 transform plate boundary -ENVO:01001704 subpolar environment -ENVO:00000558 diversionary dam -ENVO:00005740 paddy field soil -UBERON:0003077 paraxial mesoderm -ENVO:01001786 inland sea -ENVO:00000156 desert oasis -ENVO:01001794 temperate broadleaf forest -ENVO:02000008 cell culture -ENVO:00009726 strand crack -UBERON:0007811 craniocervical region -ENVO:00000134 permafrost -ENVO:01000583 refrigerator -ENVO:01000148 marine coral reef buttress zone -ENVO:01000752 area of barren land -CHEBI:35605 carbon oxoacid -CHEBI:37622 carboxamide -ENVO:00000073 building -ENVO:00000109 woodland area -ENVO:01000647 asthenosphere -ENVO:01000169 indeterminate root nodule active meristem -ENVO:00005749 farm soil -ENVO:03600037 eutrophic pond -ENVO:01000921 closed animal house -ENVO:01001535 floeberg -ENVO:01000470 building envelope -ENVO:01001517 drift ice mass -FOODON:00001298 unpasteurized camel milk beverage -ENVO:00000394 strait -CHEBI:36785 carbobicyclic compound -CHEBI:84055 pentose phosphate -CHEBI:36352 neutrino -ENVO:03501226 greasy spoon -ENVO:01000424 patio -ENVO:03600074 aquaculture farm -NCBITaxon:1162 Nostocaceae -ENVO:01001531 sea ice field -ENVO:03510056 methyl cellulose paste -ENVO:01000601 motor vehicle -ENVO:01001698 polar front -ENVO:00002124 anaerobic bioreactor -ENVO:02000126 wood ash -FOODON:03400650 02 vegetables (ccpr) -ENVO:00000457 plateau glacier -CHEBI:13392 NAD(P)H -CHEBI:16042 halide anion -ENVO:00002133 anaerobic mud -ENVO:01001423 cirrostratus fibratus cloud -ENVO:2000007 biochar -ENVO:01000575 wax -ENVO:06105275 silty loam -ENVO:03501216 stainless steel -ENVO:01000810 planetary atmosphere -FOODON:00001080 tape kefan food product -UBERON:0006003 integumentary adnexa -ENVO:03501297 meat processing plant -FOODON:00001217 mammalian milk beverage -CHEBI:25388 monohydroxybenzoate -ENVO:01001113 forage material -ENVO:01000670 vein -ENVO:00002872 bagasse -ENVO:00000437 Nye channel -ENVO:01000154 carbon dioxide-reducing sediment -UBERON:0001988 feces -UBERON:0004296 respiratory system lymphatic vessel smooth muscle -ENVO:01000185 montane desert biome -ENVO:03000005 erosionally enriched glacial ice -ENVO:01001355 crater zone -NCBITaxon:117558 Bathymodiolinae -ENVO:01000087 tidal mixing front -ENVO:03000025 erosionally enriched ice -ENVO:01001380 neritic mussel reef -ENVO:01000975 animal trap -FOODON:03400842 non alcoholic beverage (eurofir) -UBERON:0004529 anatomical projection -CHEBI:33595 cyclic compound -ENVO:01000430 broadleaf forest -CHEBI:38222 hydrocarbyl anion -UBERON:0003834 thoracic segment blood vessel -CHEBI:18422 sulfur dioxide -ENVO:01000162 organ -ENVO:03600066 halite -ENVO:00002191 animal litter -FOODON:00001163 solanaceous fruit food product -UBERON:0010336 mandibular process mesenchyme from neural crest -ENVO:00000291 drainage basin -ENVO:00000470 irrigation dam -UBERON:0003037 septum -CHEBI:33746 vanadium group molecular entity -UBERON:0008998 vasculature of brain -ENVO:00000413 pingo -ENVO:00005793 muddy water -CHEBI:35780 phosphate ion -ENVO:03510014 India ink -CHEBI:33485 chalcogen oxoanion -CHEBI:33241 oxoacid derivative -ENVO:01001480 domestic building -FOODON:03317170 meat (whole or parts) -ENVO:01001142 iron planet -ENVO:01000610 motor -ENVO:03000050 atmosphere-exposed melt pond -ENVO:01001120 animal manure product -ENVO:03501112 public bus -ENVO:01000007 organic object formed through microbial activity -UBERON:0006238 future brain -ENVO:00002231 alisol -ENVO:01000152 iron-reducing sediment -ENVO:01001022 natural lake -UBERON:0002297 cerumen +ENVO:01000572 electric lamp CHEBI:61120 nucleobase-containing molecular entity -CHEBI:61293 adenyl nucleotide -ENVO:00002252 solonchak -ENVO:01001489 spur -ENVO:00003963 warehouse -ENVO:00002199 sandy beach -UBERON:3000961 external integument structure -ENVO:00002186 contaminated water -ENVO:03605000 periphytic biofilm -ENVO:00002044 sludge -ENVO:00000249 lateral moraine -CHEBI:36388 saturated organic heterocyclic parent -ENVO:03605007 freshwater stream -CHEBI:27338 xylene -ENVO:01001019 hypereutrophic lake -CHEBI:61452 poly(ethylene terephthalate) polymer -ENVO:02000030 chyle material -ENVO:03501343 first nations reserve -ENVO:00002034 biofilm -ENVO:03600093 artificial satellite -CHEBI:88184 metal allergen -ENVO:01000449 wet meadow ecosystem -CHEBI:35293 fused compound -ENVO:01000995 dry river -ENVO:00000154 flood meadow ecosystem -NCBITaxon:301959 Mytilinae -ENVO:00003045 bacon curing brine -ENVO:01000339 polar biome -UBERON:0000913 interstitial fluid -ENVO:01001040 saline environment -ENVO:01001188 holothurian digestive tract contents -ENVO:01000459 asphalt concrete -ENVO:01000595 cupboard -UBERON:0001798 vitreous body -NCBITaxon:1177 Nostoc -ENVO:03600045 plant pot -ENVO:03520007 snow crystal -CHEBI:36878 inorganic radical ion -UBERON:0005629 vascular plexus -NCBITaxon:403651 Pfiesteriaceae -ENVO:01000302 outcrop -ENVO:03000116 snowpack -ENVO:01000782 utility line -ENVO:01001309 liquid air-water interface layer -ENVO:00002984 petroleum -UBERON:0005744 bone foramen -ENVO:00000043 wetland area -ENVO:01001056 environment determined by a biofilm on a saline surface -ENVO:01000283 lake layer -ENVO:00000421 wave-cut platform -ENVO:02000093 uranium mine -ENVO:01001809 subtropical grassland -ENVO:00000516 hummock -ENVO:01001141 carbon monoxide ice -ENVO:01000650 stream channel -ENVO:00000230 coastal wetland ecosystem -ENVO:01001887 letter paper -ENVO:01000765 informal settlement -ENVO:00000493 obsequent stream -CHEBI:23116 chlorine atom -ENVO:00010625 zoological garden -UBERON:0005388 photoreceptor array -ENVO:01001053 saline aerosol environment -UBERON:0000485 simple columnar epithelium -FOODON:00001202 winged bean food product -UBERON:0004362 pharyngeal arch 1 -ENVO:03501326 bottle -ENVO:00000195 sinkhole -CHEBI:33653 aliphatic compound -ENVO:01000635 planetary landmass -FOODON:00001124 caprine cheese food product -CHEBI:26178 polyester macromolecule -UBERON:0010360 pharyngeal arch mesenchyme from head mesenchyme -FOODON:00001169 cruciferous food product -ENVO:01001207 ranch -NCBITaxon:1892265 Gloeotrichiaceae -CHEBI:33661 monocyclic compound -ENVO:00000342 ice cap dome -ENVO:03501175 psychiatric unit facility -CHEBI:36874 radical cation -UBERON:0004732 segmental subdivision of nervous system -UBERON:0001778 ciliary epithelium -UBERON:0002049 vasculature -ENVO:01001163 IUCN wilderness area -CHEBI:83811 proteinogenic amino acid derivative -UBERON:0006222 future diencephalon -ENVO:00005788 rubber plantation soil -ENVO:01000983 technosphere -FOODON:00001008 liver paste -ENVO:01001284 barium dust -CHEBI:24833 oxoacid -ENVO:00002130 hypolimnion -CHEBI:33304 chalcogen molecular entity -CHEBI:35681 secondary alcohol -ENVO:00005776 peaty paddy field soil -ENVO:01000797 gaseous environmental material -ENVO:01000133 hyperthermophilic sediment -ENVO:03600065 spring water -ENVO:2000000 chemical product -ENVO:01001230 tropical marginal sea biome -NCBITaxon:1955150 Acrididea -ENVO:03501360 equipment leg -ENVO:01001088 aerosolised liquids -ENVO:01001320 fresh water body -FOODON:00001076 sake food product -CHEBI:23043 epoxycarotenoid -CHEBI:27376 methanesulfonic acid -ENVO:01001883 hoar crystal -NCBITaxon:1437183 Mesangiospermae -ENVO:00000092 sea beach -ENVO:01001792 tropical broadleaf forest -CHEBI:37175 organic hydride -ENVO:00000048 navigation canal -ENVO:01001524 frozen land -ENVO:02000157 municipal landfill -ENVO:01000266 water vapour -UBERON:0005291 embryonic tissue -CHEBI:33319 lanthanoid atom -UBERON:0007237 1st arch mandibular component -CHEBI:33261 organosulfur compound -ENVO:03501287 livestock house -ENVO:00005754 fertilized soil -ENVO:01000847 hair ice -ENVO:01001537 sea ice hummock -ENVO:01000941 planetary subsurface zone -CHEBI:131621 C19-steroid -UBERON:0004140 primary heart field -FOODON:03315173 fish product (unspecified species) -CHEBI:143901 manganese dihydroxide -ENVO:00002243 histosol -CHEBI:63367 monosaccharide derivative -CHEBI:33575 carboxylic acid -ENVO:03501193 pharmacy -ENVO:01000326 deep chlorophyll maximum layer -ENVO:01000842 smog -FOODON:00001994 leguminous vegetable food product -FOODON:03400209 fruit jelly (us cfr) -ENVO:03500005 anthropogenic litter -FOODON:00001111 equine dairy food product -ENVO:00000163 coffee plantation -UBERON:0001421 pectoral girdle region -ENVO:00000415 raised beach -ENVO:03501165 oncology unit facility -CHEBI:37164 homopolysaccharide -ENVO:03501270 chapter house -ENVO:01001328 estuarine tidal riverine open water pycnocline -NCBITaxon:240294 Schizothrix -CHEBI:38263 2-amino-3-hydroxybutanoic acid -ENVO:00000385 stream mouth -ENVO:01001379 mussel bed -CHEBI:62967 amorphous cellulose -ENVO:01000436 waterborne particulate matter -NCBITaxon:1121 Aphanothece -ENVO:01001825 active anaerobic enrichment culturing unit -ENVO:01000408 environmental zone -ENVO:00003043 sewage plant -NCBITaxon:91827 Gunneridae +CHEBI:33832 organic cyclic compound +ENVO:01000612 taxicab +ENVO:01000073 marine oligotrophic desert +ENVO:00000083 hill +CHEBI:24651 hydroxides +ENVO:03000112 snow drift +ENVO:01001783 liquid surface of an astronomical body +ENVO:00002135 treated wood +CHEBI:63409 pentose derivative +UBERON:0000177 pus +ENVO:01001032 environment determined by a biofilm on a plant surface +ENVO:03501348 veterinary facility +ENVO:00000183 stony desert +ENVO:01000967 public swimming pool +ENVO:00000380 ice shelf +CHEBI:38077 polypyrrole +NCBITaxon:7010 Schistocerca gregaria +ENVO:01000196 coniferous forest biome +ENVO:01000153 sulphate-reducing sediment +UBERON:0004232 lymphatic vessel smooth muscle +NCBITaxon:41191 Glossata +CHEBI:37826 sulfuric acid derivative +ENVO:03000067 pancake ice +UBERON:0004921 subdivision of digestive tract +ENVO:01000828 humid air +ENVO:00003088 pantothenate enriched soil +FOODON:03430109 food (liquid, low viscosity) +UBERON:0005867 mandibular prominence +ENVO:01000845 crystal +ENVO:01001396 abyssal clay +ENVO:03501113 public ferry +ENVO:01000949 lichen woodland +UBERON:0018674 heart vasculature +UBERON:0003511 iris blood vessel +CHEBI:60160 polyester polymer +UBERON:3010200 vasculature of respiratory integument ENVO:03501327 utensil -CHEBI:24840 inorganic sulfate salt -ENVO:06105110 manufactured plastisphere -ENVO:01000382 cold desert -UBERON:0005598 trunk somite -UBERON:0017650 developing mesenchymal structure -ENVO:00000518 ditch mouth -FOODON:00001009 hot dog -ENVO:02000019 bodily fluid material -ENVO:00000197 endorheic lake -ENVO:01000799 astronomical body -CHEBI:17087 ketone -ENVO:03501296 cheese processing plant -CHEBI:50594 carbon nanotube -ENVO:01000317 aquatic environment -CHEBI:26935 tetraterpenoid -CHEBI:35107 azane -UBERON:0013702 body proper -ENVO:03000132 firebreak -UBERON:0000019 camera-type eye -CHEBI:3992 cyclic ketone -CHEBI:24913 isoprenoid -ENVO:01000490 sandy building floor -ENVO:00003031 animal manure -ENVO:01001683 gaseous surface layer -CHEBI:32628 leucinium -CHEBI:24632 hydrocarbon -ENVO:00000406 mid-ocean ridge -ENVO:03510000 wood dust -CHEBI:39479 butadiene -CHEBI:33585 lead molecular entity -CHEBI:61250 brevetoxin A -ENVO:01001033 digestive tract environment -CHEBI:60737 polyurethane polymer -ENVO:00000116 vineyard -CHEBI:18230 chlorophyll a -UBERON:0000475 organism subdivision -ENVO:00005743 roadside soil -ENVO:03501257 barn -FOODON:00001242 spice or herb -ENVO:02000022 excreta material -ENVO:03501282 hangar -ENVO:2000003 agricultural wastewater treatment plant -ENVO:00000258 alluvial plain -ENVO:00000551 endorheic basin -ENVO:01000076 marine chemocline -ENVO:03000041 brine channel -ENVO:01001849 glaze -ENVO:03600068 ice wedge +ENVO:03501323 residential environment +FOODON:00001234 mayonnaise food product +FOODON:00001184 algal food product +UBERON:0010719 girdle skeleton +ENVO:00000526 cliff cleft +ENVO:03500018 solder +ENVO:00000464 artificial harbor +CHEBI:73113 divinyl chlorophyll a +CHEBI:32234 titanium dioxide +FOODON:03400845 coffee, tea, cocoa or infusion (eurofir) +CHEBI:22718 benzoates +CHEBI:25362 elemental molecule +ENVO:00005786 upland soil +UBERON:0002546 cranial placode +FOODON:03401095 50192900 - pasta/noodles (gs1 gpc) +FOODON:00001232 vinaigrette dressing food product +ENVO:01000061 marine wind mixed layer +CHEBI:53225 poly(alkylene) macromolecule +UBERON:0012180 head or neck skin +ENVO:01000445 disturbed ecosystem +ENVO:03510031 oil-based paint +NCBITaxon:3699 Brassicales +NCBITaxon:6545 Pteriomorphia +ENVO:03501217 tissue paper +ENVO:00002224 eutrophic water +FOODON:00001665 broad bean food product +NCBITaxon:1437201 Pentapetalae +ENVO:03501263 hand tool +UBERON:0007376 outer epithelium +CHEBI:33653 aliphatic compound +FOODON:00001245 tea beverage (liquid) +ENVO:01000182 temperate desert biome +ENVO:00000239 pocasin +ENVO:01000543 atmospheric layer +CHEBI:36683 organochlorine compound ENVO:02000045 red clay -ENVO:00002222 food shop -ENVO:01000036 oceanic mesopelagic zone biome -ENVO:00000158 causeway -ENVO:00002178 iron-reducing zone of petroleum contaminated sediment -ENVO:01000936 dedicated campground -ENVO:01001649 heavy fraction material -ENVO:01000779 public infrastructure -ENVO:02000043 biological product -PCO:0000031 organismal entity -ENVO:00005739 sea foam -ENVO:01001147 helium planet -NCBITaxon:2836 Bacillariophyta -UBERON:0018674 heart vasculature -ENVO:01001650 light fraction material -CHEBI:33358 cobalt group element atom -ENVO:06105118 lost fishing gear -ENVO:01001687 mass of solid material -ENVO:03501366 screw conveyor -CHEBI:17632 nitrate -ENVO:01000773 village -ENVO:01000300 atmospheric Taylor column -ENVO:01000368 anchialine pool -ENVO:00000222 oceanic island -ENVO:01001776 subsurface zone of an astronomical body -CHEBI:51143 nitrogen molecular entity -UBERON:0006965 vascular cord -ENVO:00002141 leachate -ENVO:03000074 grease ice layer -ENVO:00000350 somma volcano -UBERON:0001630 muscle organ -ENVO:00003093 poly-beta-hydroxybutyrate enriched soil -UBERON:0011821 irregular connective tissue -ENVO:01000338 litter layer -NCBITaxon:33213 Bilateria -ENVO:01001098 tectonic plate boundary -CHEBI:26082 phosphorus molecular entity -UBERON:0004141 heart tube -ENVO:01001128 mini-Neptune -ENVO:00000037 ditch -FOODON:03315302 cocoa food product -UBERON:0001003 skin epidermis -ENVO:01000126 marine sub-littoral zone -ENVO:01000254 environmental system -ENVO:00000488 glacial lake -ENVO:01001846 depth hoar -ENVO:2100000 anatomical entity environment -ENVO:01001383 area of attached Modiolus assemblages -ENVO:00000562 park -ENVO:02000027 blood plasma material -CHEBI:33671 heteropolycyclic compound -ENVO:01000980 channel of an intermittent stream -CHEBI:29075 mononucleotide -ENVO:00005756 lawn soil -FOODON:03400861 prepared food product (eurofir) -UBERON:0001796 aqueous humor of eyeball -CHEBI:24433 group -ENVO:00000416 coastal dune -ENVO:01000243 boulder -ENVO:02000024 aqueous humour material -UBERON:0011823 dense connective tissue -ENVO:01001129 super-Jupiter -ENVO:00000554 saddle dam -ENVO:03501133 homeless shelter -CHEBI:16474 NADPH -CHEBI:30222 neutron -ENVO:01000060 particulate environmental material -UBERON:0000172 vomit -ENVO:00000228 inverse estuary -ENVO:03600071 cyanobacterial bloom -UBERON:0000307 blastula -ENVO:03000082 thermokarst lake -UBERON:0007798 vascular system -NCBITaxon:28073 Lyngbya -ENVO:03520005 cloud top -ENVO:00000367 IUCN national park -ENVO:01001684 interface layer -ENVO:01000399 tropical needleleaf forest -ENVO:03600030 soil horizon -ENVO:00005746 savanna soil -ENVO:00003032 fresh animal manure -FOODON:00001129 goat milk cheese food product -ENVO:01001030 environment determined by a metazoan secretion -ENVO:00000473 gravel pit -CHEBI:36389 saturated organic heteromonocyclic parent -ENVO:01000197 broadleaf forest biome -ENVO:00005766 limed soil -CHEBI:26607 saturated fatty acid -ENVO:01000858 marine upwelling biome -ENVO:01001614 ice-bearing permafrost -CHEBI:27363 zinc atom -ENVO:01001275 solid layer +CHEBI:25940 peroxides +NCBITaxon:41378 Avicennia germinans +CHEBI:36892 elemental fluorine +CHEBI:33677 f-block molecular entity +ENVO:01000515 tiled building roof +NCBITaxon:1890450 Aphanothecaceae +FOODON:03316271 sugar product +ENVO:01001470 observatory system +FOODON:00001160 pomaceous fruit extract +ENVO:01000592 bed base +UBERON:0004119 endoderm-derived structure +FOODON:00001046 animal seafood product +UBERON:0003439 nerve of trunk region +CHEBI:26216 potassium atom +ENVO:01001345 floating ice mass +ENVO:00000267 submarine canyon +ENVO:01000564 mantle lamp +CHEBI:43098 heptane +ENVO:00002201 cis-dichloroethane contaminated sediment +UBERON:0003585 dermis connective tissue +ENVO:01001200 anthropised terrestrial environmental zone +CHEBI:36915 inorganic cation +ENVO:00002450 ocean basin +UBERON:0005389 transparent eye structure +CHEBI:28838 lutein +ENVO:02000109 dust from plant parts +ENVO:00000446 terrestrial biome +PO:0020148 shoot apical meristem +ENVO:03500005 anthropogenic litter +ENVO:00000069 distributary +FOODON:00001058 fruit extract food product +ENVO:01001169 area protected according to IUCN guidelines +CHEBI:33408 pnictogen oxoacid +ENVO:01001166 IUCN habitat/species management area +ENVO:06105279 sandy clay +ENVO:03520001 middle atmospheric level +ENVO:03501231 hospice +ENVO:01001623 glacial summer surface +ENVO:00005758 alluvial swamp soil +ENVO:01000228 tropical moist broadleaf forest biome NCBITaxon:1892263 Hapalosiphonaceae -ENVO:03501116 rapid transit system -ENVO:00000520 landslide -ENVO:03000084 thermokarst depression -ENVO:01001187 holothurian digestive tract -ENVO:01000336 shrub layer -ENVO:01001462 UNEP-WCMC class 2 mountain -ENVO:01003003 particle of clay -ENVO:00000053 freshwater marsh -ENVO:03501275 corn exchange -ENVO:01000648 magma -UBERON:0003104 mesenchyme -ENVO:01001781 part of a landmass -ENVO:01000821 photosphere -CHEBI:35426 ortho-fused bicyclic arene -ENVO:03501197 institutional building -ENVO:00000198 ice-covered lake -ENVO:03600072 ophiolites -CHEBI:33415 elemental carbon -NCBITaxon:6101 Anthozoa -CHEBI:166975 soybean oil -FOODON:03301977 beverage food product -ENVO:01000483 flat glass -ENVO:01001268 urban stormwater -ENVO:00000463 harbour -CHEBI:28694 copper atom -NCBITaxon:169697 Arecoideae -FOODON:00001007 sausage food product -ENVO:06105238 residual water in soil -ENVO:01001714 occluded front -UBERON:0004111 anatomical conduit -CHEBI:62764 reactive nitrogen species -ENVO:01001804 subtropical forest -CHEBI:36963 organooxygen compound -ENVO:00005804 nest of ant -ENVO:01000165 trophosome -UBERON:0000481 multi-tissue structure -CHEBI:36962 organochalcogen compound -ENVO:00009725 ice piedmont -CHEBI:24839 inorganic salt -ENVO:01001402 haze -ENVO:01000998 environmental system determined by a material -ENVO:01000183 tropical desert biome -CHEBI:33434 elemental halogen -ENVO:01001847 hoarfrost -CHEBI:26708 sodium atom +CHEBI:25608 nucleoside phosphate +ENVO:00000525 canalized stream +ENVO:01001341 marine tidal flow zone +ENVO:01000472 building roof +ENVO:01000646 lithosphere +FOODON:00001243 animal lipid food product +CHEBI:38669 pyrazolopyrimidine +ENVO:01000766 legal settlement +ENVO:01000166 mycetome +UBERON:0005638 anterior chamber epithelium +UBERON:0000021 cutaneous appendage +ENVO:00000116 vineyard +ENVO:03600022 vinasse +ENVO:01000272 mudstone +ENVO:01001323 estuarine open water pycnocline +ENVO:01000211 temperate coniferous forest biome +ENVO:00000458 valley glacier +FOODON:00001049 pork chop food product +UBERON:0004768 bone of lower jaw +ENVO:00000112 area of tundra +ENVO:00000381 massif +ENVO:00000535 weir +ENVO:00000236 dambo +CHEBI:33261 organosulfur compound +ENVO:00000325 polje +UBERON:0002390 hematopoietic system +ENVO:01001414 cumulus cloud +ENVO:00010504 surface layer +ENVO:00002192 poultry litter +ENVO:00000091 beach +ENVO:00000552 talik +FOODON:00002153 plant seed vegetable food product +NCBITaxon:51953 Elaeis guineensis +ENVO:04000014 particulate organic nitrogen +UBERON:0006876 vasculature of organ +ENVO:03500008 safe environment for human presence +ENVO:06105103 macroplastic particle +ENVO:01000535 pour-flush pit latrine +ENVO:00000121 artificial channel +ENVO:03501224 carvery +UBERON:0003504 respiratory system blood vessel +ENVO:01000091 topographic upwelling front +ENVO:00000346 grain of acid dune sand +ENVO:01000491 glass building floor +CHEBI:16240 hydrogen peroxide +CHEBI:143907 manganese hydroxide +UBERON:0007823 appendage girdle region 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mangrove shrubland +ENVO:01001052 aerosol environment +ENVO:01001406 laboratory facility +FOODON:00001103 fermented agave beverage +ENVO:06105105 nanoplastic particle +ENVO:01001514 congelation ice in a fresh water body +ENVO:01001404 ecological province +PCO:0000029 multi-species collection of organisms +ENVO:00000232 fen +ENVO:01000366 talus cave +ENVO:01000834 water raindrop +ENVO:00002273 fluvisol +ENVO:01000959 primary atmosphere +ENVO:01001147 helium planet +ENVO:00002200 sea ice ENVO:00005775 salt contaminated soil +ENVO:00000050 geyser +FOODON:00001136 distilled fermented beverage +ENVO:01001097 tectonic plate +ENVO:03520006 supercooled water droplet +ENVO:03600048 shower curtain +ENVO:01000180 tundra biome +ENVO:03501296 cheese processing plant +CHEBI:33679 helium molecular entity +FOODON:00001771 cow milk based food product +ENVO:01000654 undersea trough +CHEBI:25701 organic oxide +UBERON:0004296 respiratory system lymphatic vessel smooth muscle +ENVO:00000058 underground 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facility +ENVO:03510001 brake fluid +ENVO:01001137 ice planet +ENVO:01000329 cypress dome +ENVO:00002221 shop +PO:0025127 primordium +UBERON:0001988 feces +CHEBI:39285 chloropicrin +ENVO:01000639 planetary structural layer +FOODON:00002012 lupine bean food product +ENVO:01001898 acidic spring +CHEBI:36352 neutrino +UBERON:0035965 wall of blood vessel +ENVO:01001188 holothurian digestive tract contents +ENVO:0010162 dry stream valley +ENVO:01000243 boulder +ENVO:01000885 area of developed space with medium usage intensity +ENVO:01001347 glacial equlibrium line +ENVO:03501335 day care facility +UBERON:0003129 skull +ENVO:00005781 heat stressed soil +FOODON:00002157 plant sweetener +ENVO:00000391 land bridge +NCBITaxon:70910 Acridomorpha +ENVO:01000040 oceanic benthopelagic zone biome +ENVO:01001258 vog +ENVO:03501342 dormitory +FOODON:00002071 orange food product +ENVO:03600030 soil horizon +ENVO:01000582 landline telephone +CHEBI:51958 organic polycyclic compound +UBERON:0000075 subdivision of skeletal system +ENVO:00002056 shale +CHEBI:36916 cation +NCBITaxon:301957 Modiolinae +UBERON:0000926 mesoderm +ENVO:00000323 live cave +ENVO:01001800 tropical moist broadleaf forest +ENVO:01000948 polar tree-line ecotone +UBERON:0003089 sclerotome +ENVO:01001693 isobaric surface +ENVO:00000022 river +ENVO:00000363 area designated as a nature reserve +ENVO:01000714 storm surge +UBERON:0013701 main body axis +ENVO:00002268 sphagnum bog +ENVO:00000366 area designated as a national nature reserve +ENVO:01001141 carbon monoxide ice +ENVO:01001812 subpolar grassland +FOODON:00001209 pulse food product +UBERON:0004905 articulation +UBERON:0001894 diencephalon +CHEBI:26675 silicic acid +FOODON:00001142 maize (corn) food product +ENVO:03400016 area of ice cover +ENVO:01001397 ultisol +ENVO:01000160 marine pockmark +ENVO:03501279 tenement +ENVO:01000319 rocky slope +ENVO:00003083 sarcosine enriched soil +ENVO:00000270 beaver pond +ENVO:02000118 paraffin wax +ENVO:00002872 bagasse +FOODON:00004242 animal food product +FOODON:00001176 invertebrate animal food product +ENVO:01001181 rhizoplane +ENVO:00000436 tunnel valley +ENVO:03501138 anaesthetics unit facility +ENVO:00000000 geographic feature +NCBITaxon:1783272 Terrabacteria group +ENVO:01001811 temperate grassland +ENVO:01000161 marine sponge reef +FOODON:03400874 GS1 Global Product Classification (GPC) +ENVO:01001325 estuarine tidal riverine coastal lower water column ENVO:01000979 channel of an intermittent river -ENVO:00000318 high tide zone -CHEBI:25696 organic anion -ENVO:00000191 solid astronomical body part -ENVO:01001074 lake with a hypoxic hypolimnion -CHEBI:59999 chemical substance +NCBITaxon:1301283 Oscillatoriophycideae +ENVO:00000427 meander +FOODON:00001214 candy food product +ENVO:00002119 alkaline hot spring +ENVO:03400001 area of alpine tundra +CHEBI:27363 zinc atom +CHEBI:32594 barium atom +ENVO:00002126 aerobic bioreactor +UBERON:0004756 dermal skeletal element +ENVO:03501230 field hospital +CHEBI:24834 inorganic anion +ENVO:00005741 alpine soil +UBERON:0001473 lymphatic vessel +ENVO:01001530 water ice core +ENVO:01000048 ocean biome +ENVO:03501318 hygienic food production area +ENVO:01000496 straw exterior wall +NCBITaxon:2864 Dinophyceae +ENVO:02000139 desert spring +ENVO:00002123 bioreactor +CHEBI:37164 homopolysaccharide +ENVO:00005746 savanna soil +UBERON:0001866 sebum +ENVO:01000473 thatch +CHEBI:33575 carboxylic acid +UBERON:0007811 craniocervical region +OBI:0000967 container +ENVO:01001847 hoarfrost +NCBITaxon:1 root +ENVO:00003064 drinking water +ENVO:01001299 atmospheric zone +ENVO:02000119 oil shale +UBERON:0009920 optic neural crest +CHEBI:38251 magnesium tetrapyrrole +ENVO:00000254 till plain +ENVO:03501208 air vent +NCBITaxon:190523 Laguncularia +ENVO:01000322 brackish water environment +ENVO:01000613 watercraft +ENVO:00000101 delta +CHEBI:35170 vanadium(0) +UBERON:0000047 simple eye +ENVO:02000153 marine salt marsh sediment +ENVO:00000439 dell +CHEBI:75896 iron sulfides +CHEBI:33597 homocyclic compound +ENVO:00000146 snow field +ENVO:03501254 water tank +ENVO:02000101 fibrous dust +NCBITaxon:7705 Holothuroidea +ENVO:00000208 marine pelagic zone +ENVO:00003964 tobacco warehouse +CHEBI:33662 annulene +ENVO:01001012 lithometeor +ENVO:01001053 saline aerosol environment +ENVO:00000262 steppe +ENVO:03501363 conveyor belt component +FOODON:00001183 bread food product +FOODON:00001838 fermented cereal beverage +UBERON:0010312 immature eye +NCBITaxon:1583079 Erebinae +UBERON:0004734 gastrula +CHEBI:33620 aluminium molecular entity +ENVO:02000092 iron mine +FOODON:00001166 plant inflorescence food product +UBERON:0007798 vascular system +ENVO:01001192 sediment surface +FOODON:00001182 pickled cruciferous food product +ENVO:00005783 leafy wood soil +UBERON:0000165 mouth +ENVO:00005750 grassland soil +CHEBI:36389 saturated organic heteromonocyclic parent +ENVO:03600003 drinking water pipeline network +ENVO:01000047 mediterranean sea biome +ENVO:01000477 gypsum plaster +ENVO:01000396 tropical sclerophyllous dry forest +CHEBI:27889 lead(0) +FOODON:00001173 plant seed food product +ENVO:01001133 mega-Earth +ENVO:00002113 deep marine sediment +CHEBI:33558 alpha-amino-acid anion +CHEBI:33252 atomic nucleus +ENVO:03600014 pipeline network +CHEBI:83821 amino acid derivative +ENVO:00002252 solonchak +ENVO:02000144 natural gas processing plant ENVO:00000062 populated place -ENVO:03000145 snow-covered land -ENVO:03000075 shuga -NCBITaxon:2910 Peridiniales -CHEBI:38252 phorbines -UBERON:0002100 trunk -ENVO:01000426 room -ENVO:00002128 mesophilic sulfur spring -ENVO:00000276 drumlin -ENVO:00000507 wadi mouth -ENVO:01000113 suspended sediment -ENVO:01000094 subtropical convergence front -UBERON:0004456 entire sense organ system -ENVO:01000249 urban biome -ENVO:01000512 wooden building roof -NCBITaxon:37567 Ditrysia -ENVO:03000120 subglacial lake -ENVO:01000331 cypress swamp -ENVO:00002251 planosol -ENVO:00000028 sand pit quarry -ENVO:01000024 marine benthic biome -NCBITaxon:2157 Archaea -FOODON:00001230 mustard seed food product -ENVO:01000214 tropical shrubland biome -NCBITaxon:33392 Endopterygota -ENVO:01001021 humic lake -ENVO:03600000 cleanroom -UBERON:0012112 ingested food -UBERON:0010188 protuberance -ENVO:01001017 halo -ENVO:03600011 mineral horizon -CHEBI:47885 dinucleotide -CHEBI:30512 silver atom -ENVO:02000058 cloth -ENVO:01001785 land -ENVO:06105016 foamed plastic -PO:0025029 shoot axis -ENVO:01000501 burnt brick -FOODON:00001006 mammalian meat food product -ENVO:01001337 riverine anchor ice -ENVO:03501365 bucket conveyor -CHEBI:35881 pnictogen hydride -ENVO:01000057 marine algal bloom -ENVO:01000828 humid air -NCBITaxon:198592 Umezakia -ENVO:00002211 thermophilic anaerobic methanogenic reactor -CHEBI:32876 tertiary amine -ENVO:2000043 tidal power plant -ENVO:03510030 vitreous enamel -ENVO:00001997 acid mine drainage -ENVO:01001378 marine bed -ENVO:01001546 iceberg -FOODON:03400187 natural cheese (us cfr) -ENVO:01000063 planktonic material -ENVO:01000476 plaster -ENVO:02000136 research nuclear reactor -ENVO:01001418 cirrus fibratus cloud -CHEBI:49470 aluminium(3+) -CHEBI:33400 platinum(0) -ENVO:01000292 warm polymictic lake -UBERON:0001708 jaw skeleton -ENVO:01001227 aquatic natural environment -ENVO:00000302 rift valley -ENVO:00000164 rubber plantation -ENVO:02000091 coal -ENVO:01000972 take-out restaurant -CHEBI:33331 yttrium atom -CHEBI:32234 titanium dioxide -NCBITaxon:4434 Bataceae -FOODON:00002787 vetch food product -CHEBI:26421 pyridines -ENVO:01000046 marginal sea biome -ENVO:01000546 exosphere -CHEBI:63062 aluminium cation -CHEBI:18140 hydrogen halide -ENVO:01001165 IUCN natural monument or feature -ENVO:02000052 umbrella -ENVO:00000260 prairie -ENVO:01000357 alkaline water -UBERON:0007794 secretion of serous gland -ENVO:00000075 bridge -ENVO:00000106 grassland area -UBERON:0011863 bone collagen fibril -UBERON:0001262 wall of intestine -CHEBI:16234 hydroxide -ENVO:01001226 terrestrial natural environment -ENVO:01001209 wetland ecosystem -ENVO:01001352 glacial ice accumulation zone -ENVO:00000179 mesa -FOODON:00002196 refined or partially-refined food product -CHEBI:24651 hydroxides -FOODON:00001052 amasake food product -ENVO:01000376 tropical marine semi-evergreen forest -CHEBI:33317 boron group element atom -ENVO:01000471 ceiling -ENVO:01001369 tidal mangrove shrubland -CHEBI:38460 methylindole -CHEBI:36125 cyclitol carboxylic acid anion -NCBITaxon:9606 Homo sapiens -ENVO:00000324 outflow cave -ENVO:03600040 fermentation starter -FOODON:03315904 sausage (whole) -CHEBI:38295 azabicycloalkane -FOODON:00001048 meshanger cheese food product -ENVO:01001122 gas planet -ENVO:00002058 secondary sludge -ENVO:03600079 shredder -ENVO:02000112 fume -ENVO:01001806 tropical grassland -ENVO:00000424 lake island -ENVO:00000252 terminal moraine -ENVO:01000139 animal carcass fall -UBERON:0036302 vasculature of central nervous system plus retina -UBERON:0002329 somite -ENVO:01000800 planet -ENVO:01000395 temperate sclerophyllous dry forest -CHEBI:33645 acyclic olefin -ENVO:01001479 fluid astronomical body part -UBERON:0000970 eye -FOODON:00002139 plant fat or oil refined food product -FOODON:00001181 food (cooked) -UBERON:8450002 excretory system -NCBITaxon:7705 Holothuroidea -ENVO:03501304 cellophane -UBERON:0010740 bone of appendage girdle complex -ENVO:01000166 mycetome -CHEBI:36244 dicarboxylic acid monoester -CHEBI:33551 organosulfonic acid -UBERON:0007651 anatomical junction -ENVO:01001273 liquid layer -ENVO:00003088 pantothenate enriched soil -UBERON:0004734 gastrula -ENVO:00000223 continental shelf -CHEBI:28073 chromium atom -UBERON:0014371 future telencephalon -ENVO:01000948 polar tree-line ecotone -CHEBI:24533 heterodetic cyclic peptide -UBERON:0005061 neural groove -ENVO:01001513 permafrost congelation ice -ENVO:01000910 soil biocrust -NCBITaxon:1329799 Archelosauria -ENVO:00005782 ornithogenic soil -UBERON:0004177 hemopoietic organ -CHEBI:16842 formaldehyde -FOODON:03411013 plant used for producing extract or concentrate -ENVO:00000409 whirlpool -ENVO:03600031 earth-filled dam -CHEBI:27594 carbon atom -ENVO:01000433 needleleaf forest -ENVO:03501348 veterinary facility -CHEBI:35776 arsenic oxoanion -ENVO:01001869 fracking liquid -ENVO:01001894 alkaline spring -UBERON:0001425 pectoral lymphatic vessel -UBERON:0006264 mouth-foregut junction -FOODON:00001056 flour food product -FOODON:00003395 multi-component wheat food product -ENVO:03600070 river plume -ENVO:01001364 climate system -ENVO:03501253 gypsum -FOODON:00001235 soy sauce food product -ENVO:03501329 spoon -ENVO:01001541 tributary glacier -CHEBI:33673 zinc group molecular entity -UBERON:0019042 reproductive system mucosa -ENVO:01000279 ice lens -CHEBI:24834 inorganic anion -ENVO:00002112 gold mine drainage -ENVO:01000537 atmospheric ozone -FOODON:00001103 fermented agave beverage -ENVO:03501191 physiotherapy clinic -NCBITaxon:6546 Mytilida -ENVO:01001625 polar tundra ecosystem -ENVO:01001715 cold occluded front -FOODON:00001184 algal food product -UBERON:0004756 dermal skeletal element -CHEBI:26191 polyol -UBERON:0001473 lymphatic vessel -ENVO:03501259 litter -ENVO:00002183 oil tank -CHEBI:10545 electron -CHEBI:72695 organic molecule -ENVO:03500003 public sports field -ENVO:00000891 large freshwater lake biome -CHEBI:36587 organic oxo compound -UBERON:0001049 neural tube -ENVO:01000465 building wall -UBERON:0011825 loose connective tissue -ENVO:01000411 infralittoral zone -ENVO:00002056 shale -CHEBI:31001 octacosanoic acid -ENVO:00002871 alluvial soil -CHEBI:53225 poly(alkylene) macromolecule -CHEBI:23117 chlorine molecular entity -NCBITaxon:227570 Oedaleus -ENVO:01000663 pumice -ENVO:01000749 oceanic crust -ENVO:03510028 oil paint thinner -UBERON:0002075 viscus -ENVO:01000047 mediterranean sea biome -ENVO:01001807 flooded grassland -ENVO:01000164 root nodule -ENVO:03501335 day care facility -ENVO:01000307 saline water environment -ENVO:01000555 compressed natural gas -CHEBI:50796 nanotube -ENVO:01000562 flat-wick lamp -ENVO:00002229 arenosol -PO:0005029 root primordium -FOODON:03303909 cultured dairy product -ENVO:01000417 house -ENVO:00000040 waterfall -ENVO:02000092 iron mine -ENVO:00002159 drilling bore water -ENVO:00002158 ditch water -UBERON:0001606 muscle of iris -UBERON:0009920 optic neural crest -ENVO:01000589 bench -FOODON:00001090 sour milk beverage -ENVO:03501320 food production low-risk contamination area -ENVO:01000798 plasma -CHEBI:82663 elemental iron -ENVO:01000886 area of developed space with high usage intensity -UBERON:0003463 trunk bone -CHEBI:30440 thallium -ENVO:01000822 planetary photic zone -ENVO:00000262 steppe -CHEBI:33262 elemental oxygen -ENVO:01000223 montane savanna biome -ENVO:01000306 freshwater environment -UBERON:0004921 subdivision of digestive tract -ENVO:03600015 polluted river -NCBITaxon:1798711 Cyanobacteria/Melainabacteria group -CHEBI:33641 olefin -ENVO:01000953 tree line ecotone -ENVO:01001077 lake with an oxic hypolimnion -ENVO:01000582 landline telephone -UBERON:4100000 skeletal element projection -ENVO:01000127 marine cold seep biome -ENVO:00003863 food processing building -CHEBI:49475 argon atom -FOODON:03420244 mammalian milk whey -UBERON:0000924 ectoderm -ENVO:06105012 biota -ENVO:01001007 solar rainbow -ENVO:03501261 wheel -ENVO:00000504 container of an intermittent pond -ENVO:00000532 intermittent saline evaporation pond -ENVO:03600050 space station -ENVO:01000864 mouth of liquid discharge conduit -ENVO:00005759 alluvial paddy field soil -ENVO:00000540 brackish lake -FOODON:00002125 plant based bakery food product -ENVO:01000544 boundary layer -ENVO:01000776 piece of plastic -UBERON:0000965 lens of camera-type eye -CHEBI:33377 dysprosium atom -UBERON:0009846 embryonic cloacal epithelium -ENVO:00005757 bacteria enriched soil -ENVO:01000933 residential building -ENVO:00000485 sea shore -CHEBI:26932 tetrapyrrole -ENVO:00000039 fjord -ENVO:01000180 tundra biome -ENVO:01000530 ventilated improved pit latrine -ENVO:03600001 chemically contaminated sediment -FOODON:00001067 buttermilk food product -ENVO:00000856 city -UBERON:0003511 iris blood vessel -ENVO:01000310 haline environment -ENVO:00000389 intermittent wetland -ENVO:01000284 amictic lake -ENVO:00000170 dune -CHEBI:30052 copper(0) -FOODON:03411009 polysaccharide-producing plant -UBERON:0003426 dermis adipose tissue -ENVO:01000313 anthropogenic environment -ENVO:03510025 paint thinner -CHEBI:8108 pheophytin -NCBITaxon:7088 Lepidoptera -ENVO:03501124 airport concourse -ENVO:00000187 tundra mire -ENVO:00000189 peat swamp -ENVO:06105266 soil layer -ENVO:00005779 vegetable garden soil -FOODON:00001142 maize (corn) food product -ENVO:00000481 pinnacle -CHEBI:136861 pyrrolopurine -ENVO:01001131 hot Jupiter -UBERON:0002285 telencephalic ventricle -ENVO:01000190 flooded savanna biome -FOODON:00001867 food dressing product -ENVO:00000193 olive grove -UBERON:0001981 blood vessel -CHEBI:33424 sulfur oxoacid derivative -CHEBI:58454 kynurenate -UBERON:0003072 optic cup -UBERON:0000176 oronasal secretion -ENVO:03501319 food prossessing non-production area -NCBITaxon:7004 Locusta migratoria -ENVO:00000523 cutoff -ENVO:01000588 sofa -ENVO:00000038 lagoon -UBERON:0007828 girdle bone/zone -ENVO:01000497 mud exterior wall -CHEBI:33836 benzenoid aromatic compound -ENVO:0010003 agricultural environmental material -ENVO:00000567 calanque -ENVO:01000939 time crystal -ENVO:01001015 fogbow -FOODON:00001253 plant derived beverage -CHEBI:48041 microcystin -CHEBI:33340 zinc group element atom -PO:0006036 root epidermis -ENVO:01001691 mass of compounded environmental materials -ENVO:01000259 pycnocline -ENVO:01000585 desk -ENVO:01001149 protoplanet -ENVO:01001099 divergent plate boundary -ENVO:01001189 algal material -ENVO:03501258 chicken house -NCBITaxon:51953 Elaeis guineensis -CHEBI:64709 organic acid -CHEBI:25216 metalloporphyrin -ENVO:01001012 lithometeor -NCBITaxon:2698737 Sar -FOODON:03400352 international agency food product type -FOODON:00001075 mammalian milk (nonfat, dry) -NCBITaxon:301957 Modiolinae -UBERON:0004185 endodermal part of digestive tract -ENVO:00000096 caldera -ENVO:00002015 volcanic rock -ENVO:01000050 marine subtidal rocky reef biome -ENVO:01000132 thermophilic sediment -FOODON:03316579 multi-component plant food product -ENVO:00000014 canal -CHEBI:22918 branched-chain amino acid -ENVO:01001745 quasi-stationary front -UBERON:0001021 nerve -ENVO:01001385 Bathymodiolus-dominated oceanic mussel reef -CHEBI:33465 elemental pnictogen -UBERON:0001085 skin of trunk -CHEBI:36830 monoanion -ENVO:00002148 coarse beach sand -ENVO:01000457 masonry unit -CHEBI:49995 elemental neon -ENVO:01000103 western boundary current -ENVO:01001821 hydrothermally-influenced sediment -ENVO:00000531 ice cap depression -ENVO:03600047 raceway pond -CHEBI:25567 nitrous acid -UBERON:0015203 non-connected functional system -ENVO:01000218 xeric shrubland biome -ENVO:00002001 waste water -ENVO:02000049 coastal water body -PO:0025034 leaf -ENVO:00000438 alas -UBERON:0001048 primordium -ENVO:00000309 depressed landform -NCBITaxon:7742 Vertebrata -ENVO:01001186 acidic volcanic ash -UBERON:0014793 musculature of pectoral complex -ENVO:01000425 indoor toilet -ENVO:01000268 atmospheric water vapour -FOODON:03303220 dessert food -ENVO:01001526 frozen soil -ENVO:01000108 marine cold-water sphere -ENVO:01000971 food truck -ENVO:01000985 fairground -ENVO:01000768 primary forest -ENVO:00000447 marine biome -NCBITaxon:92621 Acridoidea -CHEBI:9171 skatole -FOODON:00001002 food product -UBERON:0001089 sweat -CHEBI:24061 fluorine atom -CHEBI:16336 hyaluronic acid -CHEBI:33336 lanthanum atom -ENVO:03501312 environmental monitoring program area -ENVO:01000989 plumbing fixture -ENVO:01000978 wet pitfall trap -ENVO:00000117 plantation -FOODON:00001189 oat food product -ENVO:01001790 terrestrial ecosystem -ENVO:00000395 channel of a watercourse -ENVO:03000068 nilas -ENVO:01001620 mass of ice and snow -FOODON:00002265 soybean seed (field) food product -ENVO:00000315 bajada -ENVO:00000461 pseudocrater -ENVO:01000518 diapir -CHEBI:38702 inorganic sodium salt -CHEBI:35341 steroid -ENVO:00000081 mountain -ENVO:00003896 currency note -ENVO:01001854 hydrothermal field -ENVO:03600080 industrial park -ENVO:01001371 alpine tundra ecosystem -ENVO:01001133 mega-Earth -ENVO:01000767 illegal settlement -UBERON:0001456 face -ENVO:02000094 ore -PO:0000003 whole plant -NCBITaxon:7001 Caelifera -UBERON:0005085 ectodermal placode -ENVO:01001031 environment determined by a plant substance -FOODON:00001017 commercial yogurt -FOODON:03307345 sugar (refined) -CHEBI:46717 sulfide mineral -CHEBI:5186 fucoxanthin -CHEBI:37007 nicotinamide dinucleotide -ENVO:01000112 polymetallic nodule -ENVO:00000101 delta -NCBITaxon:1890450 Aphanothecaceae -CHEBI:36927 carbon-14 atom -ENVO:03600048 shower curtain -ENVO:01000319 rocky slope -ENVO:2100004 integumental system environment -ENVO:01001607 water current -CHEBI:167559 glycan -CHEBI:131927 dicarboxylic acids and O-substituted derivatives -ENVO:00000371 complex volcano -CHEBI:17347 testosterone -ENVO:01000299 Taylor column -ENVO:00000185 raised mire -ENVO:01000323 atmospheric boundary layer -ENVO:00000090 coastal plain -UBERON:0009142 entire embryonic mesenchyme -ENVO:03501293 tote bag -CHEBI:51718 alpha,beta-unsaturated aldehyde -UBERON:0005256 trunk mesenchyme -ENVO:01000712 riverine flood -UBERON:0014903 primordial vasculature -ENVO:01000017 sand -CHEBI:66933 N-alkylglycine -ENVO:01000486 building floor -UBERON:0001886 choroid plexus -UBERON:0003831 respiratory system muscle -ENVO:00000506 intermittently filled reservoir -UBERON:0001766 anterior chamber of eyeball -UBERON:0006603 presumptive mesoderm -ENVO:01001525 hard-frozen soil -ENVO:00002244 gleysol -ENVO:0010001 anthropogenic environmental material -ENVO:00003094 L-(+)-tartrate enriched soil -ENVO:00002266 chicken breeding waste material -ENVO:01001048 sediment environment -ENVO:02000032 vitreous humor material -ENVO:01001682 air mass -ENVO:00000246 volcanic crater -ENVO:01000772 rural area -CHEBI:50584 alkyl alcohol -ENVO:03501260 sewing table -ENVO:03501249 suspension bridge -ENVO:01000446 ravine -ENVO:02000110 open-pit mine -ENVO:01000478 cement plaster -ENVO:01000068 marine streamer -ENVO:00000263 fissure cave -NCBITaxon:1446379 Cupressales -ENVO:01001477 liquid astronomical body part -ENVO:00000132 ice sheet -ENVO:00002146 xylene contaminated soil -FOODON:03311737 processed food product -ENVO:01000312 culturing environment -ENVO:00002238 durisol -ENVO:03605001 epilithon -CHEBI:18246 (1->4)-beta-D-glucan -FOODON:03420152 carbohydrate extract, concentrate, or isolate -FOODON:00001128 Limburger cheese food product -FOODON:00001089 corn flour food product -ENVO:04000008 soil organic matter -UBERON:0007831 pectoral girdle skeleton -UBERON:0001009 circulatory system -UBERON:0001088 urine -ENVO:00000304 shore -ENVO:01000118 sandy sediment -CHEBI:33335 scandium group element atom -ENVO:03000035 supraglacial lake -ENVO:01001103 detritus -ENVO:01000857 temperate mediterranean sea biome -ENVO:01001200 anthropised terrestrial environmental zone -ENVO:01001039 highly saline water -ENVO:00000313 blowout -CHEBI:16183 methane -ENVO:00000401 spatter cone -UBERON:0004151 cardiac chamber -CHEBI:33674 s-block molecular entity -ENVO:03600046 processed tobacco -ENVO:00005760 burned soil -ENVO:00000404 stratovolcano -UBERON:0002203 vasculature of eye -ENVO:00005786 upland soil -UBERON:0007135 neural keel -ENVO:01001051 environment determined by a biofilm on a non-saline surface -ENVO:00000290 graben -CHEBI:36343 composite particle -ENVO:00000270 beaver pond -UBERON:0011156 facial skeleton -ENVO:01000403 tropical mangrove -NCBITaxon:1206795 Lophotrochozoa -UBERON:0001913 milk -FOODON:03304497 edible seed food product -ENVO:01000226 subtropical moist broadleaf forest biome -ENVO:00002048 chondrite -UBERON:0000020 sense organ -UBERON:0011814 non-neurogenic ectodermal placode -FOODON:00001135 distilled fermented grain beverage -ENVO:01001651 particulate matter in a hydrosphere -ENVO:00002207 self-heating coal mine waste material -ENVO:03501144 emergency unit facility -CHEBI:25384 monocarboxylic acid -CHEBI:16526 carbon dioxide -UBERON:0007719 bone of reproductive organ -ENVO:00000079 flume -ENVO:00005758 alluvial swamp soil -ENVO:00002177 1,4-dioxane contaminated sludge -ENVO:00002129 anaerobic sludge -FOODON:00002141 plant fruit as vegetable food product -CHEBI:53243 poly(vinyl chloride) -CHEBI:73113 divinyl chlorophyll a -UBERON:0036016 honey -UBERON:0004770 articular system -ENVO:03501269 packaging machine -ENVO:02000098 platinum ore -ENVO:00002204 anthropogenic contamination feature -ENVO:03510012 paper dye -ENVO:00000492 resequent stream -CHEBI:53387 poly(hydroxyalkanoate) -ENVO:01000591 bed frame -ENVO:02000128 fly ash -CHEBI:33666 polycyclic hydrocarbon -FOODON:00001225 smoked meat food product -CHEBI:30762 salicylate -ENVO:01001521 area of drift ice -ENVO:00000327 speleothem -UBERON:0006562 pharynx -UBERON:0010042 1st arch mesenchyme -ENVO:01000755 aeroform -CHEBI:27547 zeaxanthin -ENVO:01001608 kerosene oil -ENVO:03510060 gel ink -UBERON:0004253 skin muscle -ENVO:00000002 anthropogenic geographic feature -ENVO:01001301 aquatic estuarine layer -FOODON:00001172 nut food product -CHEBI:26675 silicic acid -CHEBI:28976 carbonic acid -ENVO:00003900 rye grass silage -CHEBI:16701 nucleoside 5'-phosphate -FOODON:03430109 food (liquid, low viscosity) -ENVO:00000025 reservoir -CHEBI:16966 heteroglycan -ENVO:01000287 polymictic lake -UBERON:0000075 subdivision of skeletal system -ENVO:00000112 area of tundra -ENVO:03600008 intensive care unit -ENVO:00005773 pasture soil -ENVO:01000020 estuarine biome -CHEBI:35196 nitrogen oxide -ENVO:00000375 world heritage site -CHEBI:78840 olefinic compound -FOODON:00001295 pecorino cheese -ENVO:00000151 sabkha -CHEBI:17972 ribonucleoside triphosphate -UBERON:0002190 subcutaneous adipose tissue -ENVO:00002147 coal mine lake sediment -ENVO:03501322 food production high-risk contamination area -ENVO:01000179 desert biome -ENVO:01001391 gill tissue material -ENVO:01000853 marl -ENVO:01000988 ethnic food shop -ENVO:01000427 carbon nanotube enriched soil -NCBITaxon:436491 Theropoda -ENVO:00002142 borax leachate -ENVO:00002144 cave wall -ENVO:00000528 ice cap ridge -ENVO:01000547 glaze ice layer -FOODON:00001094 fermented beverage -ENVO:00003033 mushroom compost -NCBITaxon:104431 Obtectomera -CHEBI:49994 monoatomic neon -ENVO:00000110 lava tunnel -ENVO:01001538 frost-formed hummock -ENVO:01000970 delicatessen -ENVO:03600038 experimental forest ecosystem -UBERON:0009663 telencephalic nucleus -ENVO:03501299 charcuterie shop -UBERON:0005985 coronary vessel -ENVO:00003895 paper product -CHEBI:28838 lutein -CHEBI:53388 poly(hydroxybutyrate) -ENVO:01001476 body of liquid -ENVO:00002181 neutral hot spring -CHEBI:27798 nitrobenzene -UBERON:0002090 postcranial axial skeleton -CHEBI:35757 monocarboxylic acid anion -ENVO:03000077 slush ice layer -ENVO:01000421 indoor kitchen -UBERON:0001422 facial lymphatic vessel -UBERON:0002532 epiblast (generic) -CHEBI:33646 alkadiene -ENVO:01000535 pour-flush pit latrine -CHEBI:36339 baryon -ENVO:01001140 ammonia ice -ENVO:01000638 planetary crust -CHEBI:78130 fatty acid anion 28:0 -ENVO:03000065 ice floe -UBERON:0000125 neural nucleus -ENVO:01000269 siltstone -ENVO:03501215 nurse call button -NCBITaxon:162985 Hapalosiphon -CHEBI:47622 acetate ester -UBERON:0011892 anterior uvea -CHEBI:51585 metallophthalocyanine -ENVO:00000165 asphalt lake -ENVO:03605009 freshwater stream ecosystem -ENVO:01000253 freshwater river biome -ENVO:00000307 icefall -ENVO:01000002 water well -ENVO:03501255 water trough -CHEBI:22977 cadmium atom -UBERON:0010313 neural crest-derived structure -ENVO:00000362 marine park area -ENVO:01000976 pitfall trap -CHEBI:46890 silicon hydroxide -FOODON:00001105 avian egg food product -ENVO:00000545 shingle beach -ENVO:00002120 acidic hot spring -CHEBI:46682 anthophyllite asbestos -ENVO:00000444 woodland clearing -ENVO:01000485 quartz glass -ENVO:01000578 cassette player -ENVO:00000241 tidal mudflat -FOODON:00001294 goat milk cheese (unpasteurized) -ENVO:00000177 moraine -UBERON:0003099 cranial neural crest -UBERON:0005856 developing mesenchymal condensation -ENVO:01000198 mixed forest biome -FOODON:00001193 fonio food product -ENVO:01000714 storm surge -FOODON:00001133 condiment food product -ENVO:01001029 fecal environment -ENVO:01000528 dry toilet fixture -UBERON:0013701 main body axis -ENVO:00000171 river valley -ENVO:00002045 anaerobic sediment -CHEBI:27888 chlorophyll b -CHEBI:36586 carbonyl compound -ENVO:01001057 environment associated with a plant part or small plant -ENVO:00000889 large river delta biome -ENVO:01001020 hypersaline lake -ENVO:00003869 straw -ENVO:00000169 canyon -ENVO:01001677 fluid interface layer -ENVO:03501188 ophthalmology clinic -ENVO:01000308 extraterrestrial environment -CHEBI:33521 metal atom -ENVO:00000495 tributary -ENVO:03000141 snow layer -CHEBI:49976 zinc dichloride -ENVO:03400015 sleet pellet -ENVO:03600041 marine lake -NCBITaxon:190524 Laguncularia racemosa -ENVO:02000033 pleural effusion material -ENVO:00010442 midden -FOODON:00001027 cheddar cheese food product -ENVO:01001837 subalpine biome -ENVO:02000044 siliceous ooze -ENVO:01001408 cirrostratus cloud -NCBITaxon:169705 Cocoseae -ENVO:01001653 well-mixed estuary -ENVO:03000066 sea ice floe -ENVO:00010504 surface layer -ENVO:00002201 cis-dichloroethane contaminated sediment -ENVO:01000780 public road -ENVO:01000170 indeterminate root nodule infection zone -ENVO:01000038 oceanic abyssopelagic zone biome -ENVO:03600094 stream pool -ENVO:00002008 dust -UBERON:0009751 cardiac mesenchyme -ENVO:01000747 regolith -UBERON:0004479 musculature of trunk -ENVO:00000008 fourth-order administrative region -ENVO:01000394 tropical freshwater swamp forest -UBERON:0000955 brain -FOODON:00002012 lupine bean food product -ENVO:03600051 train car -NCBITaxon:1804623 Chenopodiaceae -CHEBI:30218 helium-3 atom -ENVO:06105272 loamy sand -ENVO:01000209 subtropical coniferous forest biome -ENVO:00000072 aquaduct -ENVO:01000616 motorscooter -NCBITaxon:1118 Chroococcales -UBERON:0003343 mucosa of oral region -CHEBI:39418 straight-chain saturated fatty acid -ENVO:03501152 intensive care unit facility -ENVO:01000359 limestone cave -ENVO:01000711 coastal flood -ENVO:03510036 rock dust -ENVO:03510064 emissions from petroleum combustion -ENVO:01001191 water surface -CHEBI:51721 alpha,beta-unsaturated ketone -FOODON:00001891 fruit salad food product -ENVO:01000033 oceanic pelagic zone biome -NCBITaxon:77021 Cylindrospermopsis -ENVO:01000675 atmospheric column -ENVO:00000382 lake shore -ENVO:00000145 ice cap -ENVO:01001288 kaolin dust -ENVO:01000868 domestic solar panel array -ENVO:00002137 brackish estuary -ENVO:01000826 open eaves -CHEBI:43098 heptane -ENVO:00000000 geographic feature -ENVO:03501198 wet market -UBERON:0004139 cardiogenic plate -ENVO:06105117 abandoned fishing gear -CHEBI:33273 polyatomic anion -CHEBI:64712 trivalent inorganic cation -UBERON:0000483 epithelium -ENVO:00002047 urine material -ENVO:00000357 lock -ENVO:01001562 hydrogel -ENVO:01001822 active enrichment culturing unit -ENVO:00000218 black smoker -ENVO:01001835 alpine biome -ENVO:01000801 star -ENVO:00005801 rhizosphere -ENVO:01001697 atmospheric isobaric surface -ENVO:01001199 terrestrial environmental zone -BFO:0000024 fiat object -CHEBI:50795 nanostructure -FOODON:00001162 grape extract -ENVO:03501176 psychiatric intensive care unit facility -UBERON:0004909 epithelium of gonad -ENVO:00000239 pocasin -ENVO:00002013 igneous rock -CHEBI:33233 fundamental particle -ENVO:00000460 penplain -ENVO:01000065 marine oxygen minimum zone -UBERON:0007823 appendage girdle region -ENVO:02000134 thermal nuclear reactor -NCBITaxon:365482 Salicornia pacifica -ENVO:03501359 equipment frame -ENVO:01001890 chalybeate spring -ENVO:00000231 moor -ENVO:00000210 marine aphotic zone -CHEBI:35186 terpene -ENVO:01001707 warm front -UBERON:0003071 eye primordium -ENVO:00003086 ethanol enriched soil -ENVO:00010624 botanical garden -CHEBI:33245 organic fundamental parent -ENVO:03501118 public transport hub -UBERON:0000477 anatomical cluster -ENVO:03501108 passenger train -ENVO:00000423 river island -CHEBI:17548 alginic acid -CHEBI:33560 p-block element atom -ENVO:00003864 bakery -ENVO:02000114 paraffin wax fume -ENVO:02000100 mineral dust -FOODON:00001104 sea water fish egg food product -ENVO:00000069 distributary -ENVO:00002269 thermocline -CHEBI:33375 gadolinium atom -UBERON:0011249 appendicular skeletal system -ENVO:03520004 cloud base -FOODON:00002165 organ meat product -CHEBI:33636 bicyclic compound -CHEBI:46663 silicate mineral -ENVO:00000360 area of national forest -CHEBI:33658 arene -ENVO:00002195 pyritic acid mine drainage -ENVO:01000100 along-front current -ENVO:02000101 fibrous dust -ENVO:01000134 hydrothermal fluid -ENVO:00002985 oil -FOODON:00001214 candy food product -UBERON:0007383 enveloping layer of ectoderm -ENVO:02000025 sweat material -ENVO:01000580 telephone -ENVO:01001536 sea ice mass -ENVO:01001582 forest floor -ENVO:00000176 elevated landform -ENVO:00000449 drinking water reservoir -ENVO:01001415 homogenitus cloud -CHEBI:33670 heteromonocyclic compound -FOODON:00001206 lupin seed food product -ENVO:01000922 animal cage -UBERON:0002342 neural crest -FOODON:00001060 awamori food product -ENVO:01000813 astronomical body part -NCBITaxon:13468 Cupressus -ENVO:01000771 all season road -FOODON:00001146 solanaceous root food product -CHEBI:33459 pnictogen oxoanion -ENVO:01000097 surface convergence -UBERON:0004226 gastrointestinal system smooth muscle -FOODON:00001293 shellfish food product -ENVO:02000001 textile -ENVO:00002160 estuarine mud -NCBITaxon:71240 eudicotyledons -ENVO:00000333 subjacent karst -PO:0009002 plant cell -ENVO:00000042 drainage canal -CHEBI:33372 neodymium atom -ENVO:01000441 andesite -ENVO:00000546 lake sediment -ENVO:00000254 till plain -CHEBI:25741 oxide -ENVO:00002156 Superfund site -FOODON:00001092 vertebrate animal food product -ENVO:01001137 ice planet -ENVO:01001239 forest canopy -ENVO:02000042 interstitial fluid material -ENVO:01001826 active sulphate-reducing enrichment culturing unit -ENVO:03600020 tailings dam -ENVO:01000945 primary microplastic particle -CHEBI:37163 glucan -CHEBI:22712 benzenes -ENVO:01001063 oxic water -ENVO:00000534 riverine pothole -CHEBI:35404 chromate(2-) -ENVO:00002139 pebble -ENVO:00002230 anthrosol -CHEBI:33608 hydrogen molecular entity -ENVO:02000111 copper ore -ENVO:03500020 non-lead solder -ENVO:02000004 nesting material -ENVO:01000947 ecotone -ENVO:03501170 pediatric intensive care unit facility -ENVO:06105009 plastic line -FOODON:00001291 clam food product -FOODON:03400680 015 pulses (vd) (ccpr) -ENVO:01000992 shower fixture -CHEBI:16646 carbohydrate -NCBITaxon:227572 Oxyinae -ENVO:01001400 homomutatus cloud -ENVO:01000887 area of sedge- and forb-dominated herbaceous vegetation -ENVO:01001516 ice cave congelation ice -CHEBI:46677 amphibole asbestos -ENVO:01001816 biomaterial containment unit -UBERON:0003075 neural plate -ENVO:01001240 woodland canopy -ENVO:03000038 cryoconite deposit -ENVO:00000021 freshwater lake -FOODON:00001046 animal seafood product -ENVO:01001678 fluid layer -CHEBI:33861 transition element coordination entity -ENVO:00003041 cow shed -CHEBI:31002 octacosanoate -ENVO:01000117 granular sediment -CHEBI:23044 carotenoid -FOODON:00001083 sugar condiment -UBERON:0004119 endoderm-derived structure -FOODON:00001165 solanaceous food product -CHEBI:47909 3-oxo-Delta(4) steroid -ENVO:01001472 marine observatory system -ENVO:00000549 container of an intermittent water body -CHEBI:46661 asbestos -PO:0025025 root system -ENVO:03501355 public-private prison -NCBITaxon:436486 Dinosauria -CHEBI:37376 tetraphosphorus decaoxide -ENVO:03501136 clinical patient assessment facility -ENVO:00000120 oil palm plantation -ENVO:01000653 slum -UBERON:0007625 pigment epithelium of eye -UBERON:0006558 lymphatic part of lymphoid system -ENVO:01001117 poultry manure -UBERON:0007376 outer epithelium -ENVO:01000221 temperate woodland biome -ENVO:01001689 mass of gas -CHEBI:29228 hydrogen fluoride -UBERON:0004128 optic vesicle -ENVO:00000015 ocean -ENVO:00000012 hydrographic feature -ENVO:01000171 indeterminate root nodule nitrogen fixation zone -ENVO:01001695 isopycnal surface -ENVO:01000986 agricultural fairground -FOODON:00001152 melon fruit food product -PO:0025131 plant anatomical entity -ENVO:00000335 polygonal karst -CHEBI:26214 porphyrins -UBERON:0001801 anterior segment of eyeball -UBERON:0000055 vessel -ENVO:01001173 sacred site -UBERON:0011300 gray matter of telencephalon -ENVO:00000133 glacier -FOODON:00001149 confectionery food product -ENVO:01001710 intertropical front -ENVO:01000131 mesophilic sediment -ENVO:00000192 mudflat -ENVO:00003082 enriched soil -CHEBI:63471 branched-chain amino-acid anion -ENVO:01000110 hydrogenous sediment -UBERON:0019264 gray matter of forebrain -ENVO:00000137 coastal inlet -ENVO:01001064 hypoxic water -ENVO:02000117 natural wax -ENVO:01001244 cropland ecosystem -UBERON:0003236 epithelium of lower jaw -CHEBI:26986 threonine -ENVO:01000327 strand swamp -CHEBI:33719 alpha-amino-acid cation -ENVO:00000363 area designated as a nature reserve -ENVO:01001798 tropical mixed forest biome -UBERON:0000468 multicellular organism -ENVO:00002242 lixisol -ENVO:01000893 area of woody wetland -ENVO:01000523 pit latrine with slab floor -ENVO:03501131 university building -ENVO:00000054 saline marsh -ENVO:03501130 school building -ENVO:00000414 natural arch -ENVO:00003074 manufactured product -CHEBI:23449 cyclic peptide -ENVO:00000503 container of an intermittent oxbow lake -ENVO:01001787 aquatic ecosystem -CHEBI:24436 guanidines -NCBITaxon:436489 Saurischia -ENVO:00000153 headwater -UBERON:0005292 extraembryonic tissue -ENVO:01000355 vegetation layer -UBERON:0001776 optic choroid -ENVO:01001185 acidic soil -CHEBI:15368 acrolein -ENVO:03605008 freshwater stream biome -ENVO:00000013 cave system -UBERON:0001032 sensory system -UBERON:0002199 integument -ENVO:00000282 esker -ENVO:03501187 massage therapy clinic -ENVO:03400002 area of polar tundra -ENVO:01000659 igneous intrusion -ENVO:00000136 demilitarized zone -ENVO:03600064 microbialite -UBERON:0034925 anatomical collection -ENVO:03501157 mobile intensive care ambulance -ENVO:00002145 chromate contaminated soil -ENVO:06105277 clay loam -ENVO:01001072 anoxic lake -ENVO:00000125 mineral spring -CHEBI:26677 silicon molecular entity -ENVO:01000104 eastern boundary current -CHEBI:27295 violaxanthin -FOODON:00002275 steeped beverage product -CHEBI:25107 magnesium atom -ENVO:2000038 coal power plant -ENVO:00000061 underground water body -ENVO:00000286 polder -ENVO:00002063 oil seep -CHEBI:33252 atomic nucleus -UBERON:0036146 cardiopharyngeal field -ENVO:00002030 aquatic biome -ENVO:01000667 geological fracture -ENVO:01001702 subtropical environment -ENVO:01001482 tornado -UBERON:0003056 pre-chordal neural plate -ENVO:01000250 subpolar coniferous forest biome -ENVO:01000045 epeiric sea biome -ENVO:01001461 UNEP-WCMC class 1 mountain -CHEBI:35193 tetraterpene -ENVO:01000778 key biodiversity area -UBERON:0005769 basement membrane of epithelium -ENVO:01000163 photophore -ENVO:00002271 nuclear power plant -CHEBI:38180 polycyclic heteroarene -CHEBI:58953 saturated fatty acid anion -FOODON:00001879 frozen dairy food product -CHEBI:25693 organic heteromonocyclic compound -ENVO:01001494 moonmoon -ENVO:00002157 stromatolite mat -ENVO:00000277 dry lake -CHEBI:25213 metal cation -UBERON:0002424 oral epithelium -ENVO:03510037 radioactive material -UBERON:0001769 iris -ENVO:01000587 piece of furniture -ENVO:00002061 oil spill -ENVO:00003862 dairy -CHEBI:27081 transition element atom -ENVO:01001467 UNEP-WCMC class 7 mountain -CHEBI:155903 copper(II) phthalocyanine -ENVO:03000113 snow patch -ENVO:00000412 tidal watercourse -ENVO:01001341 marine tidal flow zone -CHEBI:37121 guanosine 5'-phosphate -UBERON:0000164 primitive urogenital sinus -NCBITaxon:1163 Anabaena -ENVO:00005797 lake bottom mud -ENVO:00002176 contaminated sludge -ENVO:00000250 medial moraine -ENVO:01000208 mediterranean woodland biome -ENVO:01000637 outer space -UBERON:0006905 mandibular process mesenchyme -ENVO:02000029 cerebrospinal fluid material -ENVO:00000471 flood control dam -UBERON:0012314 embryonic facial prominence -UBERON:0010359 pharyngeal arch mesenchyme from neural crest -UBERON:0004297 respiratory system blood vessel smooth muscle -CHEBI:22313 alkaline earth metal atom -CHEBI:25812 ozone -ENVO:01001796 temperate mixed forest -CHEBI:53226 polyethylene macromolecule -PO:0025603 plant resin -FOODON:00001107 bovine dairy food product -NCBITaxon:1437201 Pentapetalae -ENVO:02000156 organic dairy farm -ENVO:00000274 continental rise -ENVO:01000701 volcanic ash -ENVO:01001327 estuarine tidal riverine open water upper water column -FOODON:00001289 potato salad food product -CHEBI:37133 barium molecular entity -ENVO:00002226 borehole -ENVO:01001638 frost-susceptible soil -ENVO:01000144 marine coral reef flat zone -NCBITaxon:32524 Amniota -ENVO:01000502 unburnt brick -ENVO:00000266 pasture -UBERON:0011138 postcranial axial skeletal system -UBERON:0010341 1st arch mesenchyme from head mesenchyme -UBERON:0000486 multilaminar epithelium -CHEBI:139120 carotenoid beta-end derivative -ENVO:00000180 mound -CHEBI:46665 riebeckite -CHEBI:35295 homopolycyclic compound -ENVO:03510038 volume of cyanoacrylate -ENVO:01000848 flower strip -ENVO:00003040 animal house -FOODON:00002044 mollusc food product -NCBITaxon:91836 malvids -ENVO:03501284 dryer -ENVO:06105273 fine sand -ENVO:03600067 neonatal intensive care unit -ENVO:00002005 air -ENVO:01001055 environment associated with an animal part or small animal -CHEBI:35402 chromium oxoanion -CHEBI:25274 methylamines -FOODON:00002219 salad food product -UBERON:0004464 musculature of thorax -ENVO:01000030 marine hydrothermal vent biome -CHEBI:18367 phosphate(3-) -ENVO:00000453 liman -UBERON:0001894 diencephalon -CHEBI:33369 cerium -ENVO:01001167 ecosystem fragment -ENVO:03600021 tailings pond -ENVO:00000529 beach ridge -CHEBI:26398 purine ribonucleoside triphosphate -ENVO:00002168 gold mine -ENVO:01000751 bedrock -FOODON:03302001 animal-derived food -UBERON:0005426 lens vesicle -ENVO:00000275 ocean trench -ENVO:01000216 montane shrubland biome -ENVO:01000462 masonry cement -ENVO:01000613 watercraft -ENVO:00005771 muddy soil -ENVO:03501143 discharge unit facility -NCBITaxon:9604 Hominidae -NCBITaxon:9526 Catarrhini -ENVO:01001126 astrogeological ice -ENVO:03510015 xanthan gum -ENVO:00000347 grain of sea sand -ENVO:2100002 intestine environment -ENVO:01000237 coastal scrubland -CHEBI:18154 polysaccharide -UBERON:0004232 lymphatic vessel smooth muscle -CHEBI:58950 very long-chain fatty acid anion -UBERON:0000484 simple cuboidal epithelium -CHEBI:29438 methanide -ENVO:01000867 solar panel array -CHEBI:18407 hydrogen cyanide -ENVO:03600052 water tap -CHEBI:27283 very long-chain fatty acid -CHEBI:33663 cyclic hydrocarbon -UBERON:0008823 neural tube derived brain -ENVO:01000416 ultrafine respirable suspended particulate matter -FOODON:00001176 invertebrate animal food product -UBERON:0007500 epithelial tube open at both ends -ENVO:02000053 hide -ENVO:03501145 emergency unit room -ENVO:00000490 consequent stream -FOODON:00001051 fermented rice beverage -CHEBI:17996 chloride -ENVO:01001696 isothermal surface -ENVO:03400013 falling snow -UBERON:0003570 respiratory system connective tissue -NCBITaxon:1338369 Dipnotetrapodomorpha -FOODON:03412344 devils tongue plant -ENVO:00000361 site of special scientific interest -UBERON:0003911 choroid plexus epithelium -ENVO:00000141 bank -FOODON:00001626 bakery food product -CHEBI:75897 iron(2+) sulfides -ENVO:01000273 lime mudstone -ENVO:01000474 brick material -CHEBI:79389 monovalent inorganic anion -CHEBI:33744 iron group molecular entity -ENVO:03501311 environmental monitoring area -ENVO:01001460 mid-elevation mountain -CHEBI:73115 divinyl chlorophyll b -UBERON:0003513 trunk blood vessel -ENVO:02000144 natural gas processing plant -ENVO:03000143 cryosphere -ENVO:00000233 swamp ecosystem -ENVO:01001414 cumulus cloud -ENVO:01000965 constructed swimming pool -CHEBI:33374 samarium atom -ENVO:01001044 soil environment -UBERON:0003855 gonad mesenchyme -ENVO:01000039 oceanic hadal pelagic zone biome -ENVO:01000732 clastic dike -UBERON:0011134 nonsynovial joint -ENVO:03501363 conveyor belt component -ENVO:01000074 oceanic gyre -ENVO:01000365 ice cave -NCBITaxon:58019 Pinopsida -ENVO:03501138 anaesthetics unit facility -ENVO:03501141 coronary care unit facility -CHEBI:25111 magnesium porphyrin -ENVO:01001183 arable or pasturable land -CHEBI:18139 trimethylamine -NCBITaxon:33154 Opisthokonta -ENVO:01000358 acidic water -ENVO:00000372 pyroclastic shield volcano -FOODON:00001285 goose meat food product -ENVO:03501101 outdoor environment -ENVO:00002194 oil field production water -NCBITaxon:35493 Streptophyta -CHEBI:50325 proteinogenic amino-acid side-chain group -ENVO:2000039 gas power station -ENVO:03501342 dormitory -ENVO:03501331 healthcare environment -ENVO:01001876 graupel -ENVO:00003065 distilled water -NCBITaxon:1125 Microcystis -UBERON:0002067 dermis -UBERON:0000465 material anatomical entity -ENVO:03501344 insecure housing -ENVO:01001833 mediterranean biome -ENVO:01001300 area of low atmospheric pressure -ENVO:01000536 factory -ENVO:03510021 varnish -ENVO:01000956 desert-alpine tree line ecotone -ENVO:01000959 primary atmosphere -ENVO:01001676 marine cline -CHEBI:35403 chromium coordination entity -ENVO:00000402 mud volcano -ENVO:00000168 blowhole -FOODON:00001147 plant root food product -ENVO:01000467 constructed barrier -CHEBI:15379 dioxygen -CHEBI:27275 vanadium molecular entity -ENVO:00000530 apron -CHEBI:33309 noble gas atom -ENVO:01000626 drylot -ENVO:00003859 horse manure -CHEBI:25698 ether -ENVO:01000412 circalittoral zone -FOODON:00001859 flaxseed food product -PCO:0000002 ecological community -UBERON:0011215 central nervous system cell part cluster -UBERON:0002539 pharyngeal arch -UBERON:0001015 musculature -ENVO:01000328 dome swamp -ENVO:00000559 weapons test site -ENVO:00000346 grain of acid dune sand -FOODON:00001244 coffee beverage -ENVO:01000999 rhizosphere environment -FOODON:00001190 rye food product -ENVO:03501158 micobiology unit facility -UBERON:0005867 mandibular prominence -CHEBI:33561 d-block element atom -CHEBI:33405 hydracid -FOODON:03400213 fudge (us cfr) -CHEBI:22506 aminoglycan -FOODON:00001191 barley food product -UBERON:0005764 acellular membrane -CHEBI:33680 elemental helium -FOODON:00002266 soybean food product -ENVO:01001788 marine ecosystem -CHEBI:51447 organic univalent group -ENVO:03500004 bike path -ENVO:01001672 frontal surface of a weather front -ENVO:01000966 private swimming pool -FOODON:03305536 honey blend table syrup -ENVO:01000832 raindrop -ENVO:00005778 tropical soil -ENVO:01000119 silty sediment -FOODON:03400143 fruit or fruit product (us cfr) -ENVO:04000011 bare soil surface layer -ENVO:01000907 feasting pit site -ENVO:01001124 giant gas planet -CHEBI:37997 homopolymer macromolecule -ENVO:03000071 first year ice -CHEBI:36838 17-hydroxy steroid -CHEBI:38976 alkylbenzene -ENVO:01000314 high osmolarity environment -ENVO:03605005 epixylon -ENVO:03605004 epipsammon -ENVO:00000323 live cave -CHEBI:16261 chitosan -FOODON:00001211 pasta food product -UBERON:0004118 vasculature of iris -ENVO:01000558 liquefied hydrocarbon gas -ENVO:06105269 desalinated water -UBERON:0015808 eye epithelium -CHEBI:50313 onium cation -ENVO:03500019 lead solder -CHEBI:30033 bacteriochlorophyll a -ENVO:00000031 wadi -CHEBI:36347 nuclear particle -UBERON:0010339 1st arch mandibular mesenchyme from head mesenchyme -ENVO:01001037 slightly saline water -ENVO:01000262 seep -ENVO:00002234 acrisol -CHEBI:52625 inorganic hydroxy compound -ENVO:03510024 lacquer -ENVO:01001243 forest ecosystem -UBERON:0001866 sebum -ENVO:00000557 dry dam -FOODON:00001665 broad bean food product -ENVO:01000073 marine oligotrophic desert -UBERON:0000948 heart -CHEBI:50312 onium compound -UBERON:0003824 nerve of thoracic segment -UBERON:0011362 cranial blood vasculature -UBERON:0004121 ectoderm-derived structure -ENVO:01000592 bed base -ENVO:00003092 salicylate enriched soil -FOODON:00001610 apple condiment -ENVO:01000294 crevice -UBERON:3010200 vasculature of respiratory integument -ENVO:02000127 coal ash -ENVO:02000118 paraffin wax -ENVO:01001872 manure pit -ENVO:03600085 buoy -ENVO:06105211 runoff -ENVO:01000808 dwarf planet -ENVO:01000186 polar desert biome -ENVO:00002241 leptosol -ENVO:03600096 step pool -ENVO:03501292 tote bin -UBERON:0003947 brain ventricle/choroid plexus -ENVO:00002196 aquarium -UBERON:0002201 vasculature of trunk -ENVO:00000237 hydromorphic/phreatic dambo -ENVO:00000550 range of seamounts -ENVO:01000885 area of developed space with medium usage intensity -ENVO:00003042 piggery -UBERON:0004471 musculature of pectoral girdle -ENVO:00000410 kipuka -ENVO:01001810 mediterranean grassland -CHEBI:28112 nickel atom -CHEBI:18276 dihydrogen -UBERON:0002465 lymphoid system -CHEBI:60029 homopolymer -ENVO:01000028 marine hadal zone biome -FOODON:03411048 carbohydrate-producing plant -ENVO:00000124 supranational geopolitical entity -ENVO:03510031 oil-based paint -UBERON:0001970 bile -CHEBI:17579 beta-carotene -ENVO:01001392 mussel gill tissue material -ENVO:01000275 structural basin -NCBITaxon:37267 Cyrtacanthacridinae -ENVO:01001820 cultured organic material -CHEBI:35217 alkaline earth coordination entity -ENVO:2000042 ocean thermal power station -ENVO:01000687 coast -ENVO:01000402 tropical mixed broadleaf forest -ENVO:00000207 oceanic zone -ENVO:01001838 arid biome -ENVO:01000710 flood -FOODON:00001231 creamy salad dressing -ENVO:00000311 kettle -UBERON:0034921 multi organ part structure -ENVO:01000288 monomictic lake -CHEBI:83821 amino acid derivative -FOODON:00001757 common bean food product -ENVO:01001457 cloud forest -UBERON:0010083 future dermis -NCBITaxon:1437197 Petrosaviidae -ENVO:00000078 farm -NCBITaxon:4734 commelinids -CHEBI:46676 tremolite asbestos -CHEBI:22984 calcium atom -CHEBI:33676 d-block molecular entity -UBERON:0000910 chyme -FOODON:00001255 nonfermented plant derived beverage product -ENVO:00000355 monogenetic volcanic field -FOODON:00001100 orange fruit beverage -ENVO:01000232 felsic lava -ENVO:00002874 air conditioning unit -FOODON:00001919 grain based vinegar food product -NCBITaxon:85604 Amphiesmenoptera -ENVO:00005796 marine sludge -ENVO:08000001 axilla skin environment -FOODON:00001209 pulse food product -NCBITaxon:4751 Fungi -ENVO:00005802 bulk soil -FOODON:00001224 sausage (cooked) -UBERON:0000062 organ -FOODON:03401270 U.S. code of federal regulations, title 21 food product type -UBERON:0007098 mandibular neural crest -UBERON:0000166 oral opening -ENVO:00000400 cinder cone -ENVO:01001896 radioactive spring -ENVO:01001851 geothermally active field -CHEBI:37404 elemental copper -ENVO:00002205 unexploded-ordnance dump -ENVO:03501306 mylar -ENVO:01001830 tropical biome -UBERON:0002271 periventricular zone of hypothalamus -ENVO:01000754 fumarole-derived ice tower -CHEBI:37015 ribonucleoside 5'-phosphate -ENVO:01000215 temperate shrubland biome -ENVO:01001514 congelation ice in a fresh water body -UBERON:0015410 heart plus pericardium -ENVO:03501190 pain clinic -ENVO:01000070 terrigenous sediment -ENVO:03500009 attractive environment -FOODON:00001205 velvet bean (whole, dried) -FOODON:00001053 fermented dairy food product -ENVO:00000083 hill -ENVO:01001235 planktonic kerogen -ENVO:00000464 artificial harbor -FOODON:00001004 fermenting sugar cane juice -ENVO:03000118 atmosphere and water column exposed melt pond -ENVO:02000115 vanadium fume -ENVO:01001062 crater lake -ENVO:01000027 marine abyssal zone biome -ENVO:01000480 glass -ENVO:03501362 belt conveyor system -ENVO:01000517 pit latrine -ENVO:01000674 microfracture -ENVO:01000862 turbulent aquatic surface layer -ENVO:03500025 secondhand smoke -CHEBI:33842 aromatic annulene -UBERON:0004902 urogenital sinus epithelium -ENVO:02000048 contaminated animal feed -ENVO:01000565 lantern -ENVO:01000495 stone exterior wall -CHEBI:22331 alkylamines -ENVO:01001267 stormwater -CHEBI:24636 proton -ENVO:01000925 abattoir -UBERON:0035965 wall of blood vessel -ENVO:00000217 solfatara -ENVO:00003090 kynurenate enriched soil -ENVO:03501132 fire station -CHEBI:30879 alcohol -CHEBI:36980 pyridine nucleotide -ENVO:01000053 marine ultramafic hydrothermal vent biome -ENVO:03501364 packaging equipment -CHEBI:46926 dioxanes -ENVO:00000330 stalagmite -ENVO:01001344 freshwater seep riverine anchor ice -ENVO:01000760 cloud -FOODON:00001019 wort food product -ENVO:01001347 glacial equlibrium line -CHEBI:18248 iron atom -ENVO:00002268 sphagnum bog -ENVO:01000500 brick exterior wall -ENVO:01001154 volatile astrogeological material -NCBITaxon:37570 Noctuoidea -ENVO:00005783 leafy wood soil -ENVO:01001202 alluvium -ENVO:01000191 subtropical grassland biome -FOODON:03315552 juice beverage -ENVO:01001454 polar mountain -ENVO:01000561 paraffin lamp -ENVO:01001811 temperate grassland -ENVO:01000664 tuff cone -ENVO:01001688 mass of fluid -ENVO:01000680 polluted lake -FOODON:00001182 pickled cruciferous food product -ENVO:01000062 marine benthic storm -ENVO:00002197 saline water aquarium -ENVO:03501352 animal rescue shelter -ENVO:00000566 winter sports facility -UBERON:0036303 vasculature of central nervous system -FOODON:00001174 plant lipid food product -UBERON:0005062 neural fold -NCBITaxon:46104 Salicornia -ENVO:00000301 chaparral area -NCBITaxon:4435 Batis -ENVO:00000417 machair -ENVO:01000871 puddle of water -CHEBI:25523 NADP -ENVO:00002210 aerobic sulfide-oxidizing bioreactor -CHEBI:61614 vinyl polymer -ENVO:03501154 traumatic intensive care unit facility -ENVO:01000929 mushroom environment -NCBITaxon:9347 Eutheria -ENVO:00002202 organically enriched sediment -FOODON:03460263 vegetable fat or oil -ENVO:01000337 herb and fern layer -UBERON:0001444 subdivision of head -ENVO:01000360 solutional cave -FOODON:00001290 salad dressing -ENVO:01000415 fine respirable suspended particulate matter -ENVO:03000119 water column exposed melt pond -CHEBI:75896 iron sulfides -UBERON:0005638 anterior chamber epithelium -FOODON:00001132 swine food product -ENVO:01000625 manufactured cage -ENVO:01000222 subtropical woodland biome -ENVO:00000067 cave -ENVO:01000466 boundary wall -CHEBI:33559 s-block element atom -UBERON:0010312 immature eye -CHEBI:30217 helium atom -ENVO:00000267 submarine canyon -ENVO:01000739 habitat -CHEBI:155908 copper tetrapyrrole -ENVO:00000522 canal tunnel -CHEBI:33749 platinum molecular entity -ENVO:06105011 water column -ENVO:00000005 first-order administrative region -ENVO:00000041 tidal creek -ENVO:01000632 chonolith -CHEBI:26836 sulfuric acid -ENVO:01000809 minor planet -ENVO:01000803 asteroid -CHEBI:33265 triatomic oxygen -ENVO:03000067 pancake ice -CHEBI:37734 phosphoric ester -UBERON:0010230 eyeball of camera-type eye -CHEBI:43474 hydrogenphosphate -ENVO:01000942 continental subsurface zone -CHEBI:50559 elemental uranium -CHEBI:32999 europium atom -ENVO:01000199 mediterranean forest biome -CHEBI:33461 phosphorus oxoanion -UBERON:0000966 retina -ENVO:02000150 uranium deposit -UBERON:0003089 sclerotome -CHEBI:167164 mineral nutrient -ENVO:01000856 temperate marginal sea biome -CHEBI:23114 chloride salt -CHEBI:32627 leucinate -CHEBI:30356 isobutyl group -ENVO:01000414 young plant -CHEBI:83628 N-acylammonia -CHEBI:33958 halide salt -CHEBI:27024 toluenes -UBERON:0000073 regional part of nervous system -ENVO:01000189 temperate savanna biome -ENVO:01000022 marine salt marsh biome -UBERON:0000478 extraembryonic structure -ENVO:01000246 village biome -ENVO:06105237 exchangeable potassium -ENVO:01000908 geothermally heated river -CHEBI:35479 alkali metal salt -PO:0025433 root anlagen -ENVO:01001177 arable land -FOODON:00001021 acifified beer wort food product -ENVO:03501294 preprocessing plant -ENVO:03000076 slush ice -ENVO:00002016 sedimentary rock -ENVO:00000475 inlet -NCBITaxon:131567 cellular organisms -UBERON:1000021 skin of face -ENVO:01001547 land ice mass -CHEBI:36976 nucleotide -UBERON:0000490 unilaminar epithelium -ENVO:03501210 control panel -CHEBI:46670 serpentine mineral -FOODON:00001256 dairy food product -NCBITaxon:41944 Myrtales -ENVO:03510020 degreaser -ENVO:00005799 rocky sand -ENVO:01000932 nursing home -PCO:0000018 single-species collection of organisms -CHEBI:17326 nucleoside 5'-triphoshate -CHEBI:22718 benzoates -ENVO:01000775 mesotrophic lake -CHEBI:51959 organic tricyclic compound -ENVO:00000892 small freshwater lake biome -CHEBI:33848 polycyclic arene -CHEBI:13643 glycol -CHEBI:32988 amide -UBERON:0001768 uvea -ENVO:01001134 super-Earth -ENVO:01000914 ice ablation zone -ENVO:01001644 material primarily composed of biogenic carbonates -FOODON:03400874 GS1 Global Product Classification (GPC) -CHEBI:38773 quinolinemonocarboxylate -ENVO:00000253 scroll plane -UBERON:0002481 bone tissue -NCBITaxon:3524 Caryophyllales -ENVO:01000888 area of gramanoid or herbaceous vegetation -FOODON:00002126 plant-based candy -ENVO:03501161 nephrology unit facility -FOODON:00001003 fermented agave juice -ENVO:01000161 marine sponge reef -ENVO:03501163 nutrition and dietetics unit facility -UBERON:0010314 structure with developmental contribution from neural crest -CHEBI:33969 gold molecular entity -ENVO:03501224 carvery -ENVO:00000278 dry stream -ENVO:00000459 outlet glacier -UBERON:0001359 cerebrospinal fluid -NCBITaxon:40255 Modiolus -CHEBI:30751 formic acid -ENVO:01000396 tropical sclerophyllous dry forest -FOODON:03460231 chocolate or cocoa -ENVO:03400001 area of alpine tundra -ENVO:01000571 cold-blast paraffin lantern -UBERON:0004521 vasculature of muscle organ -ENVO:01001046 planetary subsurface environment -ENVO:00003870 rice straw -CHEBI:26216 potassium atom -ENVO:01001692 methane gas bubble -CHEBI:27563 arsenic atom -UBERON:0011108 synovial joint of pectoral girdle -ENVO:02000130 boiler slag -ENVO:01000384 tropical lowland evergreen broadleaf rain forest -ENVO:01001060 single strain cell culture -FOODON:00001014 yogurt food product -ENVO:03501110 constructed transport system -ENVO:01000514 tile -CHEBI:21760 N-methyl-amino acid -ENVO:01001886 landform -UBERON:0005090 muscle structure -ENVO:00000264 seamount -ENVO:01000806 nebula -UBERON:0000025 tube -FOODON:00001016 cabbage food product -ENVO:00002983 fuel oil -ENVO:03510017 fountain pen ink -ENVO:01001272 constructed pavement -ENVO:01001329 estuarine tidal riverine open water lower water column -ENVO:00000044 peatland -ENVO:03400010 freezing rain -CHEBI:61642 polystyrene polymer -ENVO:01001125 ice -NCBITaxon:4143 Lamiales -ENVO:00001996 mine drainage -FOODON:00001086 kefir food product -ENVO:03501256 sheet of paper -CHEBI:60160 polyester polymer -ENVO:01000058 kelp forest -ENVO:01000361 primary cave -ENVO:00002051 stony-iron meteorite -ENVO:01001530 water ice core -UBERON:0015833 foregut epithelium -NCBITaxon:33341 Polyneoptera -NCBITaxon:9605 Homo -UBERON:0000033 head -ENVO:01000934 restaurant -CHEBI:29919 hydrosulfide -ENVO:03510004 hydraulic fluid -ENVO:01001413 stratus cloud -ENVO:01000252 freshwater lake biome -ENVO:01000263 cold seep -CHEBI:91007 aromatic carboxylate -UBERON:0009145 pharyngeal region of foregut -CHEBI:33704 alpha-amino acid -ENVO:01001831 temperate biome -UBERON:0001007 digestive system -CHEBI:30496 sulfur hexafluoride -FOODON:00001180 prepared food product -ENVO:01001471 atmospheric observatory system -NCBITaxon:32561 Sauria -UBERON:0001802 posterior segment of eyeball -ENVO:01000210 tropical coniferous forest biome -ENVO:00000199 meromictic lake -UBERON:0000476 acellular anatomical structure -ENVO:01000746 area of perennial ice or snow -ENVO:01000750 Mohorovicic discontinuity -ENVO:00003930 scum -ENVO:01001427 altocumulus castellanus cloud -ENVO:01000052 marine white smoker biome -UBERON:0006876 vasculature of organ -ENVO:01000552 natural gas -FOODON:00001070 miso food product -CHEBI:22160 acetamides -ENVO:01001813 construction -ENVO:03605003 epiphyton -NCBITaxon:32523 Tetrapoda -ENVO:00000536 moatan -ENVO:06105006 piece of plastic foam -ENVO:01001283 aluminium dust -ENVO:00000019 saline lake -ENVO:00000221 continental island -ENVO:01001225 IUCN protected area with sustainable use of natural resources -ENVO:01000256 mineral material -ENVO:01001891 alum spring -ENVO:03501113 public ferry -ENVO:01001008 meteor -CHEBI:37176 mononuclear parent hydride -CHEBI:33535 sulfur hydride -UBERON:0007005 cardiogenic splanchnic mesoderm -ENVO:01001565 water-based rain -ENVO:01000146 marine coral reef crest -ENVO:02000102 fibrous glass dust -ENVO:03501291 broiler -CHEBI:33302 pnictogen molecular entity -ENVO:00000003 mine tailing -ENVO:02000143 sugar refinery -NCBITaxon:71000 Pfiesteria -FOODON:00001093 cereal grain food product -FOODON:03400803 seafood product (eurofir) -PCO:0000000 collection of organisms -ENVO:01000850 clathrate material -ENVO:00000339 piece of rock -CHEBI:32952 amine -ENVO:00000452 ribbon lake -CHEBI:24455 guanosine phosphate -FOODON:00001178 honey food product -ENVO:00000458 valley glacier -ENVO:03510023 shellac -CHEBI:34970 saxitoxin -ENVO:03501351 ground transport -CHEBI:33623 aluminium oxides -NCBITaxon:85512 Dicondylia -ENVO:00000345 grain of beach sand -ENVO:03600010 membrane bioreactor -NCBITaxon:12965 Bathymodiolus -UBERON:0006311 chamber of eyeball -ENVO:00000513 reservoir bed -FOODON:00001251 avian food product -ENVO:01000673 shear fracture -CHEBI:27153 monoatomic trication -ENVO:06105274 sandy loam -ENVO:00000020 lake -FOODON:00001069 fermented fruit food product -CHEBI:35171 elemental vanadium -CHEBI:33822 organic hydroxy compound -ENVO:01001001 plant-associated environment -ENVO:00002253 umbrisol -ENVO:01001321 brackish water body -ENVO:00002054 chalk -CHEBI:23045 carotenol -UBERON:0003278 skeleton of lower jaw -UBERON:0009479 ectoderm of buccopharyngeal membrane -CHEBI:16199 urea -CHEBI:155827 argon-39 atom -UBERON:0015212 lateral structure -ENVO:00000358 area of protected biodiversity -UBERON:0009881 anterior lateral plate mesoderm -ENVO:02000103 metallic dust -ENVO:00002153 compost biofilter -UBERON:0009610 forebrain neural plate -ENVO:01001481 public prison -ENVO:00002150 coastal sea water -ENVO:00001998 soil -ENVO:01001193 water-based planetary surface -CHEBI:15378 hydron -ENVO:00003083 sarcosine enriched soil -UBERON:0000982 skeletal joint -ENVO:00002155 high-level radioactive sediment -CHEBI:24867 monoatomic ion -FOODON:00001254 plant derived fermented beverage -ENVO:00002228 pond water -ENVO:00000548 gravel field -CHEBI:33598 carbocyclic compound -UBERON:0004291 heart rudiment -ENVO:03501185 dental clinic -ENVO:00002261 forest soil -FOODON:03400643 Codex Alimentarius classification of food and feed commodities -ENVO:01000188 tropical savanna biome -ENVO:06105005 thermoset polymer -CHEBI:26284 propane-1,2-diols -FOODON:00001248 fish food product -UBERON:0006601 presumptive ectoderm -ENVO:01001486 landspout -NCBITaxon:7010 Schistocerca gregaria -ENVO:01000409 freshwater littoral zone -CHEBI:26167 polar amino acid -CHEBI:16670 peptide -ENVO:01000160 marine pockmark -ENVO:01000248 dense settlement biome -ENVO:00000160 sisal plantation -ENVO:01000666 area of open water -ENVO:03501303 natural-based polymer -ENVO:01001258 vog -ENVO:03501186 family practice clinic -CHEBI:22629 arsenate ion -FOODON:00001243 animal lipid food product -ENVO:03501305 pliofilm -ENVO:01000621 microcosm -UBERON:0000383 musculature of body -ENVO:01001685 bubble -CHEBI:26878 tertiary alcohol -CHEBI:58072 carbon monoxide(1+) -UBERON:0016879 future central nervous system -ENVO:00000359 natural monument -ENVO:00000408 volcanic fissure -ENVO:01000969 cafeteria -ENVO:01001899 reef -ENVO:01000533 covered pit latrine with slab floor -ENVO:02000040 mucus material -CHEBI:33847 monocyclic arene -ENVO:03600022 vinasse -NCBITaxon:465832 Calyptra -ENVO:01001306 bone element environment -ENVO:02000104 cement dust -CHEBI:48154 sulfur oxide -UBERON:0016887 entire extraembryonic component -ENVO:00000376 biosphere reserve -ENVO:01001412 stratocumulus cloud -ENVO:00000051 hot spring -UBERON:0001087 pleural fluid -ENVO:00005794 water scum -ENVO:02000003 pockmark field -ENVO:00000142 stream bank -ENVO:00000420 tombolo -ENVO:01000242 desert scrubland -FOODON:00001264 legume food product -ENVO:00000441 terracette -ENVO:01000579 television set -FOODON:00002035 milk dessert food product -ENVO:01001893 salt spring -CHEBI:51129 nitrohydrocarbon -ENVO:01000231 lava -ENVO:01000121 colloidal sediment -CHEBI:134438 titanium oxides -UBERON:0004234 iris smooth muscle -UBERON:0002200 vasculature of head -ENVO:01000124 marine supra-littoral zone -CHEBI:25697 organic cation -CHEBI:16997 propane-1,2-diol -UBERON:0000161 orifice -UBERON:0006569 diencephalic nucleus -FOODON:00001081 Bondon cheese food product -CHEBI:18085 glycosaminoglycan -ENVO:01000927 day care building -ENVO:01000109 marine warm-water sphere -CHEBI:33347 vanadium group element atom -ENVO:02000132 constructed monument -ENVO:03501203 polling booth -ENVO:01000911 automated teller machine -ENVO:01000123 marine sponge reef biome -ENVO:00003089 testosterone enriched soil -CHEBI:33356 iron group element atom -NCBITaxon:51952 Elaeis -ENVO:01001645 gaseous part of an atmosphere -UBERON:0004274 lateral ventricle choroid plexus epithelium -NCBITaxon:1164880 Oedaleus senegalensis -UBERON:0000162 cloaca -ENVO:03501264 squeegee -ENVO:01000627 feedlot -CHEBI:140503 kaolin -ENVO:03000037 glacial ice ablation zone -CHEBI:51580 phthalocyanines -FOODON:03400148 milk or milk product (us cfr) -ENVO:01000196 coniferous forest biome -ENVO:03500006 food desert -UBERON:0012180 head or neck skin -CHEBI:33324 strontium atom -ENVO:01000029 marine reef biome -ENVO:00000122 track -ENVO:01000115 cobble sediment -NCBITaxon:54304 Planktothrix -ENVO:00000349 terrarium -FOODON:00001001 orange juice (liquid) -ENVO:00000036 irrigation canal -ENVO:03600042 marine lake water -ENVO:00002206 coal mine waste material -ENVO:01001311 solid surface layer -FOODON:00001005 fermenting elaeis palm sap food product -NCBITaxon:41197 Heteroneura -FOODON:00001714 food product component -ENVO:01000128 dilution basin mediterranean sea biome -ENVO:01001648 suspended colloidal sediment -ENVO:01000658 dense settlement -ENVO:01001550 sea-ice lead -ENVO:01000049 marine coral reef biome -ENVO:01000645 solid planetary core -CHEBI:33675 p-block molecular entity -UBERON:0010708 pectoral complex -ENVO:01000949 lichen woodland -ENVO:01000668 geological fault -UBERON:0002217 synovial joint -ENVO:01000419 domestic garden -ENVO:00005790 red soil -CHEBI:49637 hydrogen atom -ENVO:00000538 arrugado -UBERON:0001775 ciliary body -ENVO:00000364 national wildlife refuge -CHEBI:51688 enal -ENVO:00000434 outwash fan -ENVO:01000522 latrine pit -ENVO:00000224 slightly stratified estuary -UBERON:0002405 immune system -FOODON:00001632 barley flour food product -CHEBI:33300 pnictogen -NCBITaxon:1206794 Ecdysozoa -ENVO:01000387 tropical deciduous broadleaf forest -CHEBI:35163 cyclic carotene -ENVO:01000032 neritic pelagic zone biome -ENVO:03510041 wood stain -CHEBI:41609 carbonate -ENVO:01000255 mineral deposit -ENVO:01000827 closed eaves -ENVO:00002264 waste material -UBERON:0007245 nuclear complex of neuraxis -ENVO:01000285 holomictic lake -PO:0025004 plant axis -ENVO:01001703 polar environment -ENVO:03600039 fermentation pit -CHEBI:33303 chalcogen -ENVO:03501317 food production environmental monitoring zone 4 -ENVO:03000115 perennial snow patch -CHEBI:46683 actinolite -ENVO:01000762 sparsely populated settlement -ENVO:01000573 battery-powered electric lamp -ENVO:01000928 fish processing building -CHEBI:37134 elemental barium -UBERON:0001605 ciliary muscle -ENVO:01001016 glory -UBERON:0005358 ventricle of nervous system -CHEBI:33620 aluminium molecular entity -ENVO:00000370 tuya -ENVO:01000151 manganese-reducing sediment -ENVO:01001370 tundra ecosystem -ENVO:03510058 pharmaceutical ink -ENVO:00000527 interfluve -ENVO:03510011 leather dye -UBERON:0003063 prechordal plate -ENVO:01000349 root matter -ENVO:01000278 pingo scar -ENVO:01000410 marine eulittoral zone -ENVO:03000021 soot -ENVO:03000072 second year ice -ENVO:00002272 waste treatment plant -ENVO:00002246 ferralsol -FOODON:03400164 dairy product (us cfr) -FOODON:00001292 oyster food product -UBERON:0005282 ventricular system of brain -ENVO:00000341 piece of gravel -NCBITaxon:133551 Eleutherozoa -ENVO:00002140 cobble -UBERON:0001836 saliva -ENVO:03510026 acrylic paint medium -ENVO:01001075 hypoxic lake -UBERON:0000063 organ subunit -ENVO:00002012 hypersaline water -FOODON:00001120 camelid milk beverage -UBERON:0000047 simple eye -ENVO:01000475 brick -FOODON:00002373 food product by meal type -FOODON:00001102 fermented grain beverage -CHEBI:49986 elemental krypton -FOODON:00001130 sheep milk cheese food product -ENVO:03510010 dye -CHEBI:23377 copper molecular entity -ENVO:01000004 concentration basin mediterranean sea biome -FOODON:00001131 poultry meat food product -ENVO:01000883 area of developed open space -UBERON:0037144 wall of heart -ENVO:01000157 microbial mat material -ENVO:00005791 sterile water -ENVO:01001488 aircraft -ENVO:00010483 environmental material -ENVO:03600016 saprolite -CHEBI:36879 inorganic radical cation -ENVO:04000014 particulate organic nitrogen -ENVO:03501156 maternity unit facility -CHEBI:38251 magnesium tetrapyrrole -CHEBI:8006 Peptidoglycan(N-acetyl-D-glucosamine) -ENVO:03600073 contaminated land -ENVO:01000140 whale fall -ENVO:03000013 cirque glacier -ENVO:00000105 lake surface -CHEBI:50335 organic nitrogen anion -CHEBI:53242 vinyl polymer macromolecule -ENVO:03000138 particle of snow -FOODON:00001161 citrus fruit extract food product -ENVO:00002019 brackish water -ENVO:00003914 chalk soil -ENVO:03501147 general surgery unit facility -UBERON:0003314 eye mesenchyme -ENVO:01001426 cirrocumulus castellanus cloud -ENVO:01000116 pebble sediment -CHEBI:33583 noble gas molecular entity -CHEBI:17029 chitin -FOODON:00001257 milk or milk based food product -PO:0000225 peripheral zone -ENVO:01001156 refractory astrogeological material -ENVO:03501289 wrench -ENVO:00000100 valley -NCBITaxon:92939 Gloeotrichia -ENVO:01000318 extreme high temperature environment -CHEBI:36916 cation -ENVO:01001123 dwarf gas planet -ENVO:01000930 ecological corridor -ENVO:01000923 petting zoo -ENVO:00002180 naphthalene enriched sediment -ENVO:00000556 wing dam -CHEBI:21766 N-methylglycines -CHEBI:33655 aromatic compound -ENVO:00000115 orchard -ENVO:00000023 stream -ENVO:03000111 snow mass -ENVO:02000059 surface soil -NCBITaxon:117571 Euteleostomi -FOODON:00001277 orange juice (unpasteurized) -ENVO:03600087 greenhouse -ENVO:01000968 water intake -ENVO:00000050 geyser -CHEBI:50402 androstanoid -CHEBI:143907 manganese hydroxide -ENVO:01000181 mangrove biome -ENVO:01000352 field -ENVO:01001014 monochrome solar rainbow -ENVO:00003919 research station -NCBITaxon:89593 Craniata -CHEBI:49990 monoatomic argon -ENVO:00000476 lake inlet -ENVO:00005798 acid dune sand -ENVO:00000174 isthmus -PO:0000037 shoot axis apex -FOODON:00002333 vegetable pickle food product -ENVO:03600036 pathogen-suppressive soil -NCBITaxon:50557 Insecta -CHEBI:49828 praseodymium atom -ENVO:01001376 marine faunal bed -ENVO:01000280 ecozone -ENVO:03510040 stain +ENVO:02000036 saliva material +ENVO:01000560 charcoal +FOODON:00001067 buttermilk food product +CHEBI:23117 chlorine molecular entity +ENVO:01000070 terrigenous sediment +ENVO:01001326 estuarine tidal riverine open water surface layer +UBERON:0012274 columnar epithelium +CHEBI:38101 organonitrogen heterocyclic compound +CHEBI:21656 N-acyl-hexosamine +FOODON:00001010 processed meat food product +ENVO:00005766 limed soil +ENVO:01001562 hydrogel +ENVO:03501272 mosque +ENVO:01001529 glacier snout +ENVO:01000921 closed animal house +ENVO:01001452 Calyptra habitat +ENVO:01000869 area of scrub +ENVO:00005755 field soil +ENVO:01001802 subtropical moist broadleaf forest +ENVO:00002204 anthropogenic contamination feature +ENVO:00000317 tidal pool +CHEBI:27283 very long-chain fatty acid +ENVO:00000890 small river biome +ENVO:00000414 natural arch +CHEBI:46721 carbonate salt +ENVO:03600049 smokeless tobacco +FOODON:00001114 zebra dairy food product +FOODON:00001081 Bondon cheese food product +ENVO:03600002 cooling water +CHEBI:35106 nitrogen hydride +FOODON:00001161 citrus fruit extract food product +ENVO:00000250 medial moraine +ENVO:00000558 diversionary dam +ENVO:00000471 flood control dam +UBERON:0011300 gray matter of telencephalon +ENVO:01001887 letter paper +ENVO:01001115 manure storage space +UBERON:0011108 synovial joint of pectoral girdle +CHEBI:25216 metalloporphyrin +ENVO:00005803 animal habitation +ENVO:01001804 subtropical forest +CHEBI:33560 p-block element atom +ENVO:00000285 quicksand bed +ENVO:03501181 tertiary referral hospital +BFO:0000024 fiat object +ENVO:01000394 tropical freshwater swamp forest +UBERON:0019269 gray matter of diencephalon +UBERON:0005423 developing anatomical structure +CHEBI:33347 vanadium group element atom +CHEBI:13643 glycol +ENVO:02000112 fume +ENVO:01000257 white smoker +UBERON:0001969 blood plasma +FOODON:00001080 tape kefan food product +UBERON:0001456 face +ENVO:00005793 muddy water +FOODON:00001004 fermenting sugar cane juice +ENVO:01000649 trench +ENVO:02000094 ore +ENVO:01000138 plant matter fall +ENVO:01000589 bench +CHEBI:33328 silicon oxoacid +FOODON:00001252 animal derived beverage +ENVO:01001486 landspout +ENVO:01000332 gravelly slope +ENVO:01001792 tropical broadleaf forest +UBERON:0000915 thoracic segment of trunk +CHEBI:50796 nanotube +ENVO:01001089 aerosolised solids +UBERON:0014903 primordial vasculature +ENVO:01001103 detritus +ENVO:03600064 microbialite +ENVO:00000426 ocean floor +ENVO:00000305 peninsula +ENVO:03000115 perennial snow patch +CHEBI:33822 organic hydroxy compound +ENVO:03510060 gel ink +ENVO:00003089 testosterone enriched soil +UBERON:0004141 heart tube +UBERON:0013702 body proper +CHEBI:38201 bacteriochlorophyll +UBERON:0004731 neuromere +UBERON:0003457 head bone +FOODON:00002423 agave food product +CHEBI:33521 metal atom +UBERON:0000911 chyle +PO:0025034 leaf +CHEBI:33321 rare earth metal atom +ENVO:01000977 dry pitfall trap +CHEBI:66933 N-alkylglycine +ENVO:00000026 well +ENVO:01000263 cold seep +ENVO:01001458 mist +UBERON:0003081 lateral plate mesoderm +CHEBI:38206 chlorophyllide +CHEBI:136861 pyrrolopurine +UBERON:0010707 appendage girdle complex +CHEBI:26178 polyester macromolecule +UBERON:0000479 tissue +ENVO:03600042 marine lake water +ENVO:01000893 area of woody wetland +CHEBI:33366 copper group element atom +ENVO:00002873 organic waste material +ENVO:06105012 biota FOODON:00001028 Brie cheese food product -FOODON:00001281 custard dessert food product -FOODON:00001186 buckewheat food product -ENVO:01000220 tropical woodland biome -FOODON:00001121 equine milk beverage -ENVO:00002184 subsurface landform -FOODON:00001062 fermented millet food product -ENVO:00000543 swale -ENVO:01000599 river water -UBERON:0002346 neurectoderm -FOODON:00001283 poultry food product -ENVO:00003965 anaerobic digester sludge -CHEBI:33458 nitrogen oxoanion -ENVO:01001299 atmospheric zone -CHEBI:36915 inorganic cation -NCBITaxon:1890449 Microcystaceae -ENVO:01001841 volcanic soil +ENVO:00000039 fjord +ENVO:03501302 cork +ENVO:01000860 temperate marine upwelling biome +ENVO:01001311 solid surface 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mandibular process mesenchyme from head mesenchyme -ENVO:01001109 Karman vortex street -ENVO:00000288 cotton plantation -UBERON:0002193 hemolymphoid system -ENVO:00000564 archeological site -ENVO:01001068 meteoroid -UBERON:0010258 mesenchyme from rhombencephalic neural crest -CHEBI:17883 hydrogen chloride -FOODON:00001050 tempeh food product -ENVO:01000366 talus cave -NCBITaxon:1 root -UBERON:0001893 telencephalon -ENVO:01000586 chair -NCBITaxon:169729 Elaeidinae -ENVO:00000255 flood plain -ENVO:08000002 mouth environment -NCBITaxon:1158 Oscillatoria -CHEBI:25430 monoatomic polycation -ENVO:03510018 resin -FOODON:00002252 soft cheese food product -ENVO:01000890 area of moss-dominated vegetation -ENVO:03501339 household environment -ENVO:00000512 pond bed -CHEBI:25108 magnesium molecular entity -ENVO:01000078 marine nutricline -ENVO:01000931 migration path -CHEBI:47901 alkanesulfonic acid -ENVO:01001474 astronomical observatory system -ENVO:00002134 anaerobic stream sediment 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rainbow -ENVO:03501201 polling place -ENVO:01000333 hillside -ENVO:02000020 blood material -ENVO:01000390 temperate mixed needleleaf forest -ENVO:00002040 wood -CHEBI:24866 salt -ENVO:00000089 inland cliff -NCBITaxon:519494 Chortoicetes terminifera -UBERON:0001017 central nervous system -UBERON:0005162 multi cell part structure -UBERON:0001004 respiratory system -UBERON:0007282 presumptive segmental plate -ENVO:00000472 backwater -ENVO:01000550 composting toilet -ENVO:00000890 small river biome -ENVO:03600018 organic horizon -ENVO:01001801 subtropical dry broadleaf forest -UBERON:0016880 future nervous system -ENVO:01000521 batholith -ENVO:01001393 Bathymodiolus gill tissue material -CHEBI:46721 carbonate salt -ENVO:01000967 public swimming pool -FOODON:00001166 plant inflorescence food product -UBERON:0011642 oral epithelium from ectoderm -ENVO:01001874 poultry hatchery -ENVO:01001208 swamp area -UBERON:0003852 rhombencephalon neural crest -ENVO:02000041 lymph material 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ultra-long-chain fatty acid anion +ENVO:03000132 firebreak +CHEBI:24433 group +ENVO:01001884 surface landform +ENVO:01000335 understory +CHEBI:46683 actinolite +CHEBI:33344 niobium atom +ENVO:00000122 track +ENVO:01001390 Bathymodiolus-dominated oceanic mussel bed +ENVO:03500002 public park +ENVO:03600087 greenhouse +ENVO:00000304 shore +ENVO:01000764 formal settlement +ENVO:01001338 diurnal marine tidal flow zone +UBERON:0000076 external ectoderm +CHEBI:22927 bromine atom +ENVO:01001678 fluid layer +ENVO:00000080 mountain range +ENVO:01001453 terrestrial mountain +CHEBI:33692 hydrides +FOODON:00001244 coffee beverage +ENVO:01000502 unburnt brick +UBERON:0005911 endo-epithelium +UBERON:0000179 haemolymphatic fluid +UBERON:0011825 loose connective tissue +ENVO:01001162 IUCN strict nature reserve +ENVO:01000029 marine reef biome +CHEBI:51959 organic tricyclic compound +ENVO:01001010 hydrometeor +CHEBI:35701 ester +ENVO:01000365 ice cave +CHEBI:16183 methane +ENVO:01000103 western 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enriched sediment -ENVO:01001159 cirrus homogenitus cloud -ENVO:01000816 area of deciduous forest -UBERON:8410024 intestinal junction -ENVO:03501208 air vent -ENVO:01000001 mud -UBERON:0003566 head connective tissue -ENVO:00000525 canalized stream -ENVO:01000322 brackish water environment -ENVO:00000465 natural harbor -ENVO:01000836 water-based cloud droplet -ENVO:01000584 table -ENVO:01000538 stratosphere -ENVO:01000529 chemical toilet fixture -ENVO:00002267 industrial waste material -ENVO:01000733 stock -UBERON:0002050 embryonic structure -BFO:0000040 material entity -ENVO:01001623 glacial summer surface -ENVO:00002254 vertisol -CHEBI:33627 monoatomic aluminium -CHEBI:48109 nitrobenzenes -ENVO:01001570 terrestrial ecoregion +NCBITaxon:33630 Alveolata +CHEBI:27007 tin atom +UBERON:0013754 integumentary system layer +NCBITaxon:133551 Eleutherozoa +CHEBI:33431 elemental chlorine +CHEBI:29233 deuteron +ENVO:00000031 wadi +CHEBI:27547 zeaxanthin +ENVO:03501120 dairy farm +ENVO:01001318 estuarine tidal riverine coastal upper water column +CHEBI:60737 polyurethane polymer +RO:0002577 system +UBERON:0034925 anatomical collection +ENVO:00002229 arenosol +UBERON:0004291 heart rudiment +ENVO:01001886 landform +ENVO:01001675 nutricline +ENVO:00000103 mangrove island +ENVO:01001830 tropical biome +ENVO:03501122 airport +UBERON:0000020 sense organ +ENVO:00000382 lake shore +UBERON:0001836 saliva +CHEBI:37163 glucan +CHEBI:33249 organyl group +ENVO:01000035 oceanic epipelagic zone biome +ENVO:00000110 lava tunnel +ENVO:00000063 water body +ENVO:01000006 coastal upwelling +CHEBI:33655 aromatic compound +ENVO:00002198 fresh water aquarium +ENVO:03600040 fermentation starter +CHEBI:33300 pnictogen +ENVO:01000676 contaminated air +ENVO:00000330 stalagmite +ENVO:01000227 tropical dry broadleaf forest biome +ENVO:2000011 anthracite +UBERON:0006003 integumentary adnexa +ENVO:03600094 stream pool +ENVO:01000316 alkaline environment +FOODON:00001007 sausage food product +CHEBI:33256 primary amide +ENVO:01001422 cirrus spissatus cloud +ENVO:01001715 cold occluded front +ENVO:01001099 divergent plate boundary +CHEBI:39478 buta-1,3-diene +ENVO:01000576 apiary +NCBITaxon:8457 Sauropsida +CHEBI:36902 chalcogen hydride +ENVO:00000100 valley +ENVO:03600033 residential backyard +ENVO:01000503 burnt-brick exterior wall +ENVO:01000566 lamp +ENVO:01000773 village +ENVO:03501358 processing line +ENVO:00002128 mesophilic sulfur spring +ENVO:00002248 luvisol +ENVO:01000775 mesotrophic lake +FOODON:00001247 mate food product +NCBITaxon:91836 malvids +ENVO:00000217 solfatara +ENVO:01001327 estuarine tidal riverine open water upper water column +CHEBI:27338 xylene +UBERON:0000122 neuron projection bundle +ENVO:00000540 brackish lake +ENVO:00002049 stony meteorite +CHEBI:33635 polycyclic compound +ENVO:01000123 marine sponge reef biome +CHEBI:37602 allenes +ENVO:03501133 homeless shelter +ENVO:00002115 petroleum enriched sediment +UBERON:0000153 anterior region of body 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Amerocornia +ENVO:03501161 nephrology unit facility +ENVO:00002247 nitisol +ENVO:02000053 hide +ENVO:01000276 ecoregion +ENVO:00000114 agricultural field +ENVO:06105122 biopolymer +NCBITaxon:3524 Caryophyllales +FOODON:03412344 devils tongue plant +CHEBI:51585 metallophthalocyanine +ENVO:00000420 tombolo +UBERON:0007503 epithelial vesicle +ENVO:01001519 area of pack ice +UBERON:0010708 pectoral complex +ENVO:01000492 dung building floor +FOODON:00001148 potato food product +ENVO:03510009 gasoline exhaust +FOODON:00001253 plant derived beverage +UBERON:0000924 ectoderm +PO:0009005 root +ENVO:00003097 bore hole water +FOODON:00001219 sausage (cooked, smoked) +ENVO:01001487 waterspout +ENVO:00000044 peatland +FOODON:00001994 leguminous vegetable food product +ENVO:00000447 marine biome +CHEBI:31002 octacosanoate +ENVO:01001826 active sulphate-reducing enrichment culturing unit +CHEBI:32628 leucinium +ENVO:03501137 hospital unit facility +UBERON:0001015 musculature +UBERON:0004872 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-ENVO:01001507 floating ice calf -CHEBI:29337 azanide +ENVO:00002014 plutonic rock +ENVO:03501253 gypsum +ENVO:03501167 orthopaedics unit facility +ENVO:00002011 fresh water +ENVO:03501165 oncology unit facility +ENVO:01001841 volcanic soil +UBERON:0001085 skin of trunk +ENVO:01000922 animal cage +CHEBI:25741 oxide +ENVO:01000435 montane forest +ENVO:01000990 sink fixture +ENVO:01000754 fumarole-derived ice tower +CHEBI:9171 skatole +ENVO:06105237 exchangeable potassium +FOODON:00001264 legume food product +ENVO:01001335 anchor ice +UBERON:0000468 multicellular organism +ENVO:00000119 planted forest +NCBITaxon:37570 Noctuoidea +CHEBI:33598 carbocyclic compound +ENVO:00000256 floodway +ENVO:01001816 biomaterial containment unit +ENVO:01001310 liquid surface layer +FOODON:00002125 plant based bakery food product +ENVO:00002015 volcanic rock ENVO:02000123 paint -ENVO:00000273 continental slope -ENVO:03000137 freezing fog -CHEBI:46662 mineral -ENVO:01000141 seal fall -ENVO:2000004 algal bloom -FOODON:00001099 apple beverage -UBERON:0007779 transudate -ENVO:06105279 sandy clay -FOODON:03400801 seafood or related product (eurofir) -ENVO:03520003 cloud part -CHEBI:143005 ultra-long-chain fatty acid anion -UBERON:0006312 ocular refractive media -UBERON:0004923 organ component layer -PO:0025538 plant sap -FOODON:03400845 coffee, tea, cocoa or infusion (eurofir) -FOODON:00002813 pea food product -ENVO:01000493 stone building floor -ENVO:01000849 flower-rich field margin strip -ENVO:03000089 permafrost crater derived from a methane explosion -ENVO:01000051 marine black smoker biome -CHEBI:17792 organohalogen compound -UBERON:0003914 epithelial tube -ENVO:03501119 agricultural experimental station -ENVO:01001182 tended pasturable land -ENVO:01000973 kiosk -ENVO:00000483 plunge pool -CHEBI:35156 calcium salt -ENVO:03000040 melt pond -ENVO:01001421 cirrus uncinus cloud -ENVO:03501111 public transit system -ENVO:1000746 marine mucilage -UBERON:0003456 respiratory system 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vesicle +UBERON:0010912 subdivision of skeleton +UBERON:0005856 developing mesenchymal condensation +ENVO:00000259 lacustrine plain +UBERON:0034995 jaw mesenchyme +UBERON:0012275 meso-epithelium +CHEBI:33743 manganese group molecular entity +ENVO:00000308 dune slack +CHEBI:16189 sulfate +CHEBI:33579 main group molecular entity +CHEBI:143901 manganese dihydroxide +UBERON:0007500 epithelial tube open at both ends +FOODON:00001777 cow milk dessert +ENVO:01000137 organic matter fall +CHEBI:26979 organic heterotricyclic compound +ENVO:00002164 fossil material +FOODON:00002252 soft cheese food product +UBERON:0005769 basement membrane of epithelium +ENVO:01001790 terrestrial ecosystem +ENVO:01000938 hot tub +ENVO:01000188 tropical savanna biome +ENVO:00000134 permafrost +ENVO:03501204 prison facility +ENVO:01000098 deep ocean current +ENVO:01000003 oil well +ENVO:01000051 marine black smoker biome +ENVO:01000222 subtropical woodland biome +ENVO:01001489 spur +CHEBI:18367 phosphate(3-) 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chromium group element atom +ENVO:01001389 neritic mussel bed +ENVO:03510012 paper dye +ENVO:00000240 saline wetland +UBERON:0001555 digestive tract +UBERON:3000972 head external integument structure +UBERON:0000966 retina +ENVO:00000099 artificial island +ENVO:01001526 frozen soil +CHEBI:58953 saturated fatty acid anion +CHEBI:33833 heteroarene +UBERON:0036016 honey +ENVO:01000569 dead flame paraffin lantern +ENVO:01001044 soil environment +ENVO:01000086 coastal buoyancy current front +ENVO:00003085 skatole enriched soil +ENVO:01001784 compound astronomical body part +ENVO:06105104 mesoplastic particle +ENVO:03501260 sewing table +ENVO:01001270 rural stormwater +ENVO:01000326 deep chlorophyll maximum layer +ENVO:00000212 marine abyssalpelagic zone +ENVO:00002121 alkaline salt lake +CHEBI:30216 alpha-particle +ENVO:01001696 isothermal surface +ENVO:01000858 marine upwelling biome +ENVO:01000114 boulder sediment +ENVO:01001015 fogbow +UBERON:0000010 peripheral nervous system 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-ENVO:01001097 tectonic plate -FOODON:00001138 tea based beverage product -CHEBI:33432 monoatomic chlorine -ENVO:01001668 atmospheric frontal zone -CHEBI:33306 carbon group element atom -CHEBI:80043 Nodularin -ENVO:00005744 allotment garden soil -ENVO:03501134 healthcare facility -ENVO:01000951 natural environment -CHEBI:37332 tropane alkaloid -FOODON:00001032 swiss cheese food product -ENVO:00002248 luvisol -ENVO:03600032 embankment dam -ENVO:00000035 marsh -UBERON:0012275 meso-epithelium -FOODON:03307539 food (dried) -FOODON:00001220 sausage (smoked) -NCBITaxon:4185 Acanthaceae -ENVO:00002119 alkaline hot spring -UBERON:0003059 presomitic mesoderm -UBERON:0001084 skin of head -ENVO:03501139 breast screening unit facility -ENVO:01001278 concrete road -ENVO:00000103 mangrove island -UBERON:0002391 lymph -FOODON:00001747 cocoa beverage -ENVO:01000303 endolithic environment -CHEBI:23367 molecular entity -CHEBI:33768 titanium group molecular entity -FOODON:00001640 berry food product 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contaminated soil +ENVO:01000220 tropical woodland biome +ENVO:01000077 marine pycnocline +FOODON:00001254 plant derived fermented beverage +UBERON:0034944 zone of organ +ENVO:00002179 intertidal sediment +ENVO:01001565 water-based rain +ENVO:01001488 aircraft +UBERON:0005983 heart layer +ENVO:01000574 candle +ENVO:01000749 oceanic crust +UBERON:0004909 epithelium of gonad +NCBITaxon:33154 Opisthokonta +CHEBI:17478 aldehyde +UBERON:0001708 jaw skeleton +CHEBI:22712 benzenes +ENVO:01000871 puddle of water +UBERON:0010303 extraembryonic epithelium ENVO:01000644 liquid planetary core -ENVO:00002259 agricultural soil -ENVO:00005772 orchard soil -ENVO:03501218 toilet bowl -ENVO:03501200 police station -ENVO:00000873 freshwater biome -ENVO:03501286 calf shed -CHEBI:49987 monoatomic krypton -ENVO:01001802 subtropical moist broadleaf forest -ENVO:01001840 safe environment -ENVO:04000007 lake water -ENVO:03501206 shopping center -UBERON:0014477 thoracic skeleton -FOODON:03302082 beef (dehydrated) -ENVO:00002010 saline water -ENVO:04000009 active permafrost layer -ENVO:00000455 tarn -ENVO:03501149 geriatric intensive care unit facility -ENVO:01000594 cabinet -ENVO:00000374 wildlife management area -CHEBI:24836 inorganic oxide -UBERON:0009480 endoderm of buccopharyngeal membrane -ENVO:01001322 estuarine open water lower water column -ENVO:00000500 beaver dam -ENVO:06105106 plastisphere -FOODON:00002450 multi-component honey product +ENVO:00000384 river bed +ENVO:01001791 mediterranean forest +ENVO:00000889 large river delta biome +ENVO:01000499 pole-reinforced mud exterior wall ENVO:00000320 crevasse -ENVO:03501189 optometry clinic -ENVO:01001070 impact crater lake -UBERON:0004797 blood vessel layer -ENVO:01000946 secondary microplastic particle -ENVO:01001104 rift zone -ENVO:03501105 merchant vessel -ENVO:03501162 neurology unit facility -ENVO:01000576 apiary -ENVO:03600006 food waste -UBERON:0006240 future forebrain -FOODON:00002301 pork cured meat food product 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-PCO:0000001 population of organisms +CHEBI:33636 bicyclic compound +ENVO:03600035 cold room +CHEBI:51129 nitrohydrocarbon +NCBITaxon:1125 Microcystis +ENVO:01000023 marine pelagic biome +ENVO:00000341 piece of gravel +CHEBI:23824 diol +UBERON:0015228 circulatory organ +ENVO:01000494 thatched exterior wall +UBERON:0005181 thoracic segment organ +ENVO:00000506 intermittently filled reservoir +NCBITaxon:1798711 Cyanobacteria/Melainabacteria group +ENVO:00002258 loam +ENVO:03600044 organic farm +ENVO:00002173 hospital +FOODON:00001147 plant root food product +FOODON:03411009 polysaccharide-producing plant +FOODON:00001139 coffee based beverage product +ENVO:01000637 outer space +ENVO:03501170 pediatric intensive care unit facility +ENVO:01000489 concrete building floor +ENVO:01001714 occluded front +CHEBI:26835 sulfur molecular entity +ENVO:00000042 drainage canal +ENVO:01000736 phacolith +CHEBI:33666 polycyclic hydrocarbon +FOODON:00001070 miso food product +ENVO:01000311 cultivated environment +ENVO:00000142 stream bank +ENVO:00000375 world heritage site +CHEBI:47032 1,4-dioxane +ENVO:03501289 wrench +ENVO:00000378 canal head reservoir CHEBI:63299 carbohydrate derivative -ENVO:01001224 office -ENVO:01001065 meteorite lake -ENVO:01001610 active layer in a cryosphere -ENVO:03501254 water tank -ENVO:01000545 ionosphere -NCBITaxon:4710 Arecaceae -FOODON:00001091 dried milk food product -ENVO:00002053 limestone -ENVO:01000722 meltwater -ENVO:01001743 plume -UBERON:0000178 blood -FOODON:00002752 bean (whole, dried) -ENVO:00002869 hay -ENVO:01000176 shrubland biome -ENVO:01001817 biomaterial culturing unit -ENVO:01000428 area of rocky shore -UBERON:0003129 skull -ENVO:00000533 landfill -ENVO:00000147 ocean current -ENVO:01001160 cirrus cloud -ENVO:01000829 water vapour saturated air -ENVO:00000428 biome -ENVO:01000740 area of perennial water ice -CHEBI:16189 sulfate -UBERON:0036654 wall of lateral ventricle -ENVO:03400005 ice pellet +ENVO:00000490 consequent stream 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neritic benthic zone biome -ENVO:01000508 salt material -PO:0006210 protoderm -ENVO:00000257 flood fringe -ENVO:01000943 vegetated hill -CHEBI:36468 polycyclic ether -ENVO:01000101 warm surface current -CHEBI:35428 ortho-fused bicyclic hydrocarbon -UBERON:0005656 lens vesicle epithelium -ENVO:00000093 lacustrine beach -CHEBI:17051 fluoride +FOODON:03460177 plant seed or nut food product +ENVO:00000075 bridge +ENVO:01001787 aquatic ecosystem +CHEBI:27171 organic heterobicyclic compound +FOODON:00004156 velvet bean food product +UBERON:0010313 neural crest-derived structure +UBERON:0010230 eyeball of camera-type eye +NCBITaxon:44822 Microcystis viridis +UBERON:0004770 articular system +UBERON:0000014 zone of skin +UBERON:0003343 mucosa of oral region +CHEBI:139292 chlorophyllide(2-) +ENVO:00003096 tap water +CHEBI:83925 non-proteinogenic alpha-amino acid +UBERON:0009610 forebrain neural plate +CHEBI:139120 carotenoid beta-end derivative +FOODON:03400650 02 vegetables (ccpr) +CHEBI:36963 organooxygen compound +NCBITaxon:1162 Nostocaceae +ENVO:01001163 IUCN wilderness area +CHEBI:37096 adenosine 5'-phosphate +UBERON:0003059 presomitic mesoderm +CHEBI:33374 samarium atom +UBERON:0007831 pectoral girdle skeleton +ENVO:00002052 iron meteorite +PO:0025430 phyllome anlagen +ENVO:01000145 marine coral reef back reef +ENVO:01001651 particulate matter in a hydrosphere +ENVO:01000821 photosphere +ENVO:03520002 high atmospheric level +ENVO:00000364 national wildlife refuge +ENVO:01001522 fast ice +FOODON:00001023 mammalian milk butter +CHEBI:16474 NADPH +ENVO:06105013 marine biota +FOODON:00002403 food material +UBERON:0000478 extraembryonic structure +ENVO:01001021 humic lake +ENVO:03501131 university building +BFO:0000040 material entity +ENVO:03501346 chopstick +ENVO:06105116 discarded fishing gear +FOODON:00001001 orange juice (liquid) +ENVO:01000931 migration path +NCBITaxon:71274 asterids +ENVO:01001046 planetary subsurface environment +ENVO:03501337 temple +CHEBI:33744 iron group molecular entity +ENVO:08000001 axilla skin environment +CHEBI:51143 nitrogen molecular entity +CHEBI:72813 exopolysaccharide +ENVO:01000711 coastal flood +ENVO:00002155 high-level radioactive sediment +FOODON:00001610 apple condiment +ENVO:00005778 tropical soil +CHEBI:28694 copper atom +ENVO:00000498 volcanic dike +ENVO:00000220 archipelago +CHEBI:33746 vanadium group molecular entity +ENVO:01000127 marine cold seep biome +ENVO:01000662 scoria +CHEBI:25900 aldopentose phosphate +ENVO:03501316 food production environmental monitoring zone 3 +ENVO:03501154 traumatic intensive care unit facility +ENVO:03501180 patient room +FOODON:00001185 rice food product +ENVO:01001559 cryopeg +ENVO:01000570 hot-blast paraffin lantern +CHEBI:36344 hadron +ENVO:01000747 regolith +UBERON:0011138 postcranial axial skeletal system +ENVO:01000355 vegetation layer +CHEBI:46680 serpentine asbestos +CHEBI:33317 boron group element atom +NCBITaxon:13100 Juniperus +ENVO:01000478 cement plaster 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polyatomic entity +FOODON:00001135 distilled fermented grain beverage +ENVO:01000097 surface convergence +ENVO:03520000 low atmospheric level +UBERON:0004537 blood vasculature +ENVO:03000072 second year ice +CHEBI:24532 organic heterocyclic compound +ENVO:02000024 aqueous humour material +CHEBI:24436 guanidines +ENVO:00000118 coconut plantation +ENVO:01000886 area of developed space with high usage intensity +ENVO:02000029 cerebrospinal fluid material +CHEBI:22977 cadmium atom +ENVO:2000004 algal bloom +ENVO:00000141 bank +FOODON:00001057 plant fruit food product +ENVO:01000122 marine hydrothermal vent +ENVO:01001075 hypoxic lake +CHEBI:17792 organohalogen compound +ENVO:03501152 intensive care unit facility +ENVO:01000144 marine coral reef flat zone +FOODON:00001048 meshanger cheese food product +FOODON:00001150 cucurbit fruit food product +UBERON:0000948 heart +FOODON:00001675 cabbage juice food product +ENVO:00002875 oil contaminated soil +CHEBI:22985 calcium molecular entity 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-ENVO:00002250 plinthosol -ENVO:00000499 trough -ENVO:01000447 roadside -ENVO:03000034 shallow marine sediment +CHEBI:46666 crocidolite asbestos +ENVO:03600071 cyanobacterial bloom +UBERON:0011822 dense irregular connective tissue +UBERON:0006598 presumptive structure +ENVO:00005749 farm soil +ENVO:03600047 raceway pond +ENVO:00002270 chemocline +CHEBI:33299 alkaline earth molecular entity +ENVO:01001807 flooded grassland +ENVO:01001022 natural lake +NCBITaxon:85512 Dicondylia +FOODON:00001164 tomato food product +CHEBI:33673 zinc group molecular entity +ENVO:01001031 environment determined by a plant substance +ENVO:01001481 public prison +ENVO:01001060 single strain cell culture +ENVO:01000045 epeiric sea biome +UBERON:0011216 organ system subdivision +ENVO:00000529 beach ridge +CHEBI:36871 inorganic radical +ENVO:03501177 radiotherapy unit facility ENVO:03501274 bunkhouse -ENVO:01001693 isobaric surface -CHEBI:82664 iron(0) -ENVO:01000987 market -ENVO:01000369 vadose cave -ENVO:00003978 potato silage -UBERON:0000930 stomodeum -ENVO:01000764 formal settlement -ENVO:00001999 marine water body -ENVO:00000070 human construction -ENVO:06105105 nanoplastic particle -CHEBI:25608 nucleoside phosphate -ENVO:01001681 weather front -ENVO:00002003 fecal material -FOODON:00001204 yam bean food product -ENVO:03600012 oil pipeline network +ENVO:01000154 carbon dioxide-reducing sediment +FOODON:00001203 vetch seed (whole, dried) +NCBITaxon:40551 Arecales +FOODON:00002316 tomato juice food product +FOODON:00001632 barley flour food product +ENVO:01000002 water well +ENVO:01000282 sedimentary stratum +CHEBI:24455 guanosine phosphate +UBERON:0001710 lower jaw region FOODON:00002381 food product by organism -CHEBI:26561 ribonucleotide -ENVO:03600043 meromictic pond -ENVO:00000130 rocky reef -ENVO:03501146 gastroenterology unit facility -FOODON:00001276 apple cider (alcoholic) -ENVO:01001539 branched valley glacier -ENVO:01001076 oxic lake -ENVO:01001848 rime -ENVO:00000149 artificial reef -ENVO:01000295 marine layer -ENVO:03400009 falling sleet -ENVO:02000037 sebum material -ENVO:01000305 high temperature environment -ENVO:00000448 hydroelectric reservoir -ENVO:01001310 liquid surface layer -ENVO:01000265 hydrothermal seep -ENVO:01000296 dry lake bed -ENVO:01001528 friable-frozen soil -ENVO:01001356 volcanic crater zone -ENVO:01001410 altostratus cloud -FOODON:00001059 apple juice -CHEBI:37022 amino-acid anion -ENVO:00002114 chemically enriched sediment -ENVO:03501266 pump -ENVO:01000172 indeterminate root nodule senescent zone -UBERON:0034923 disconnected anatomical group -ENVO:01000566 lamp -CHEBI:33321 rare earth metal atom -ENVO:01001780 desert ecosystem -ENVO:01001150 protoplanetary disk -ENVO:01000569 dead flame paraffin lantern -FOODON:00001139 coffee based beverage product -ENVO:03510055 rubber cement -ENVO:00000097 desert area -ENVO:01000869 area of scrub -ENVO:02000095 uranium ore -ENVO:03400012 hail stone -ENVO:06105112 synthetic plastic -ENVO:00000027 spring -CHEBI:53550 poly(propylene) +UBERON:0003837 thoracic segment connective tissue +ENVO:00000316 intertidal zone +FOODON:00001037 vacherin mont dor cheese food product +ENVO:00002264 waste material FOODON:03400257 fruit or vegetable product (us cfr) -ENVO:01001581 sea surface layer -CHEBI:5686 heterocyclic compound -ENVO:03501159 neonatal unit facility -CHEBI:47788 3-oxo steroid -UBERON:0008114 joint of girdle -NCBITaxon:1150 Oscillatoriales -ENVO:00000450 irrigation reservoir -CHEBI:26395 purine nucleotide -ENVO:00002198 fresh water aquarium -ENVO:01001508 anchored ice calf -FOODON:03420108 sugar -CHEBI:33285 heteroorganic entity -ENVO:00005763 humus-rich acidic ash soil -ENVO:03501180 patient room -UBERON:0008816 embryonic head -ENVO:01000606 cart -ENVO:00000188 palsa mire -UBERON:0034929 external soft tissue zone -ENVO:00002115 petroleum enriched sediment -ENVO:01000889 area of lichen-dominated vegetation -ENVO:00000479 mouth -BFO:0000027 object aggregate -FOODON:03301227 broad bean (whole) -ENVO:00000300 scrubland area -NCBITaxon:41196 Neolepidoptera -ENVO:01001832 subtropical biome -ENVO:01001318 estuarine tidal riverine coastal upper water column -ENVO:01000958 terrestrial planet -UBERON:0000479 tissue -ENVO:01001675 nutricline -NCBITaxon:41191 Glossata -UBERON:0006904 head mesenchyme from mesoderm -ENVO:03501325 transport boat -ENVO:01001312 estuarine coastal upper water column -ENVO:01000271 clastic sedimentary rock -ENVO:01001145 chthonian planet -ENVO:01001115 manure storage space -ENVO:00000259 lacustrine plain -CHEBI:48730 aluminosilicate mineral -ENVO:01001360 Paramo -ENVO:00000203 rift lake -ENVO:01000258 fluid cline -ENVO:03520000 low atmospheric level -ENVO:01000559 compressed biogas -ENVO:00000006 second-order administrative region -ENVO:01000098 deep ocean current -CHEBI:25805 oxygen atom -CHEBI:79387 trivalent inorganic anion -FOODON:00001210 wheat flour food product -ENVO:01001485 multiple vortex tornado -OBI:0000968 device -FOODON:00004156 velvet bean food product -UBERON:0007284 presumptive neural plate -UBERON:0000022 feather -CHEBI:143004 ultra-long-chain fatty acid -ENVO:00000431 drumlin field -ENVO:01000564 mantle lamp -ENVO:01000277 water ice -CHEBI:60027 polymer -ENVO:01000321 sea water environment -ENVO:03600060 touchscreen -UBERON:0002546 cranial placode -CHEBI:27364 zinc molecular entity -ENVO:01000593 framed bed -UBERON:0013765 digestive system element -UBERON:0003324 mesenchyme of lower jaw -ENVO:00000440 rock shelter -ENVO:01001010 hydrometeor -UBERON:0001041 foregut -CHEBI:36364 alkaline earth salt -ENVO:00000383 stream bed -ENVO:00000505 underground irrigation canal -ENVO:03501245 drawbridge -ENVO:00000294 fish farm -FOODON:00001171 cruciferous inflorescence food product +UBERON:0000033 head +ENVO:01000224 mediterranean grassland biome +ENVO:01000219 anthropogenic terrestrial biome +ENVO:01001034 environment determined by a biofilm on an animal surface +CHEBI:24833 oxoacid 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+CHEBI:26607 saturated fatty acid +FOODON:00001038 pork meat food product +UBERON:0000485 simple columnar epithelium +ENVO:03510007 gasoline +UBERON:0013703 integumentary projection +ENVO:01000887 area of sedge- and forb-dominated herbaceous vegetation +ENVO:01000865 electric power system +CHEBI:50558 monoatomic uranium +ENVO:00002197 saline water aquarium +CHEBI:28938 ammonium +ENVO:01000638 planetary crust +ENVO:02000000 hypodermic needle +ENVO:01001893 salt spring +NCBITaxon:91827 Gunneridae +NCBITaxon:32561 Sauria +FOODON:00001635 bean food product +ENVO:03000118 atmosphere and water column exposed melt pond +ENVO:00000474 cut +FOODON:03400352 international agency food product type +CHEBI:36562 main-group coordination entity +FOODON:03311737 processed food product +ENVO:00002926 warm seep +NCBITaxon:8287 Sarcopterygii +ENVO:03501294 preprocessing plant +UBERON:0001088 urine +FOODON:00001062 fermented millet food product +ENVO:00005777 steppe soil +ENVO:01000986 agricultural fairground +ENVO:03510065 colorant fluid +ENVO:00000470 irrigation dam +FOODON:00001220 sausage (smoked) +UBERON:0005282 ventricular system of brain +ENVO:00000225 highly stratified estuary +ENVO:01001304 oasis +ENVO:01000212 temperate mixed forest biome +CHEBI:36879 inorganic radical cation +UBERON:0001013 adipose tissue +ENVO:2100000 anatomical entity environment +ENVO:01001850 frost +ENVO:03400011 hail +ENVO:01001495 dioxygen dissolved in marine water +ENVO:01000361 primary cave +ENVO:00000137 coastal inlet +ENVO:03520005 cloud top CHEBI:49992 argon(.1+) +ENVO:02000039 synovial fluid material +ENVO:00002169 coal mine +ENVO:00002167 platinum mine +ENVO:01001805 temperate forest +CHEBI:33424 sulfur oxoacid derivative +UBERON:0003353 epithelium of hindgut +UBERON:0001766 anterior chamber of eyeball +ENVO:01001055 environment associated with an animal part or small animal +UBERON:0005744 bone foramen +ENVO:01001038 moderately saline water +UBERON:0000062 organ +ENVO:00000461 pseudocrater +ENVO:00003084 trimethylamine enriched soil +ENVO:00010505 aerosol +NCBITaxon:1118 Chroococcales +UBERON:0001009 circulatory system +ENVO:03501238 hillock +FOODON:00002165 organ meat product +ENVO:01000038 oceanic abyssopelagic zone biome +ENVO:01001098 tectonic plate boundary +ENVO:01000538 stratosphere +ENVO:01000324 planetary surface +CHEBI:37015 ribonucleoside 5'-phosphate +ENVO:01001512 congelation sea ice +ENVO:01001629 polymetallic nodule ecosystem +ENVO:02000059 surface soil +ENVO:02000048 contaminated animal feed +ENVO:01000032 neritic pelagic zone biome +ENVO:01000083 pelagic isopycnal surface +ENVO:01000457 masonry unit +NCBITaxon:6073 Cnidaria +ENVO:01001694 isohaline surface +FOODON:00001051 fermented rice beverage +ENVO:03510025 paint thinner +ENVO:01000762 sparsely populated settlement +CHEBI:33241 oxoacid derivative +ENVO:03501104 recreational cruise ship +ENVO:03000116 snowpack +UBERON:0001802 posterior segment of eyeball +ENVO:00002262 clay soil +ENVO:06105268 treated wastewater +UBERON:0002532 epiblast (generic) +ENVO:01001801 subtropical dry broadleaf forest +CHEBI:16199 urea +ENVO:02000041 lymph material +ENVO:03501139 breast screening unit facility +NCBITaxon:1892252 Microcoleaceae +ENVO:03501233 warehouse +ENVO:06105273 fine sand +ENVO:00000029 watercourse +CHEBI:35107 azane +NCBITaxon:7711 Chordata +ENVO:01000305 high temperature environment +UBERON:0007109 meconium +CHEBI:33627 monoatomic aluminium +CHEBI:33259 elemental molecular entity +FOODON:03315904 sausage (whole) +CHEBI:38975 methylbenzene +ENVO:00002057 raw primary sludge +ENVO:01000770 carbon dioxide emission +ENVO:00000453 liman +CHEBI:16900 chlorophyllide a +ENVO:01000226 subtropical moist broadleaf forest biome +ENVO:00000421 wave-cut platform +CHEBI:17326 nucleoside 5'-triphoshate +ENVO:01001138 carbon dioxide ice +ENVO:01001204 alluvial deposit +PO:0025385 cutin +ENVO:00000489 palsa +UBERON:0000172 vomit ENVO:00000279 saline pan -ENVO:02000096 iron ore -ENVO:03501237 game reserve -FOODON:03301444 vegetable juice food product -ENVO:01001381 oceanic mussel reef -UBERON:0009494 pharyngeal arch mesenchymal region -ENVO:00000542 kame -ENVO:01000815 liquid environmental material -UBERON:0004807 respiratory system epithelium -UBERON:0005068 neural rod -UBERON:0000076 external ectoderm -FOODON:00002456 food (baked) -ENVO:01000574 candle -ENVO:03000039 cryoconite hole -ENVO:03501135 acute care facility -ENVO:00000353 island arc -ENVO:03510013 textile dye -ENVO:00002276 animal waste material -ENVO:00000426 ocean floor -CHEBI:49202 elemental platinum -UBERON:0010719 girdle skeleton -ENVO:00002060 oil sludge -CHEBI:22632 arsenic molecular entity +NCBITaxon:1437197 Petrosaviidae +ENVO:00002112 gold mine drainage +ENVO:01000797 gaseous environmental material +ENVO:02000031 breast milk material +FOODON:03310387 oil +NCBITaxon:32523 Tetrapoda +ENVO:01000449 wet meadow ecosystem +ENVO:00002158 ditch water +ENVO:00002232 andosol +FOODON:03301467 bean substance +ENVO:03000005 erosionally enriched glacial ice +ENVO:03400005 ice pellet +FOODON:00001611 apple food product +ENVO:00000532 intermittent saline evaporation pond +ENVO:01000565 lantern +ENVO:01000516 toilet fixture +ENVO:00000130 rocky reef +ENVO:00000350 somma volcano +CHEBI:27295 violaxanthin +ENVO:00000076 mine +ENVO:03605001 epilithon +CHEBI:24840 inorganic sulfate salt +CHEBI:82661 diatomaceous earth +ENVO:00000247 volcano +FOODON:00001029 gouda cheese food product +ENVO:01000147 marine coral reef fore reef +CHEBI:33676 d-block molecular entity +FOODON:00002364 wine or wine-like food product +ENVO:01000165 trophosome +CHEBI:50795 nanostructure +ENVO:01001743 plume +ENVO:01001799 tropical dry broadleaf forest +UBERON:0005656 lens vesicle epithelium +ENVO:01000464 non-hydraulic cement +CHEBI:35604 carbon oxoanion +ENVO:01000050 marine subtidal rocky reef biome +ENVO:00003082 enriched soil +ENVO:00000266 pasture +ENVO:1000751 barrier island +FOODON:00001696 cattle cured meat food product +ENVO:00002147 coal mine lake sediment +ENVO:00002141 leachate +ENVO:00000234 bayou +ENVO:00000367 IUCN national park +CHEBI:33719 alpha-amino-acid cation +ENVO:03600070 river plume +UBERON:0003084 heart primordium +ENVO:00002139 pebble +ENVO:01001384 area of attached faunal communities +ENVO:00000521 rockfall +ENVO:00000357 lock +ENVO:03000046 frazil ice +ENVO:03600007 formation fluid +ENVO:01001568 frost heave +ENVO:01000926 knackery +ENVO:03600053 yard +CHEBI:50996 tertiary amino compound +ENVO:01000765 informal settlement +ENVO:01000521 batholith +FOODON:00001016 cabbage food product +ENVO:00002154 radioactive sediment +ENVO:00000318 high tide zone +ENVO:03605006 stream water +UBERON:0015474 axilla skin +CHEBI:36907 neon molecular entity +FOODON:00001100 orange fruit beverage +FOODON:00002275 steeped beverage product +UBERON:0000173 amniotic fluid +UBERON:0006558 lymphatic part of lymphoid system +ENVO:01000027 marine abyssal zone biome +CHEBI:33670 heteromonocyclic compound +CHEBI:28798 rubber particle +UBERON:0003080 anterior neural tube +ENVO:01000216 montane shrubland biome +ENVO:01000020 estuarine biome +UBERON:0013765 digestive system element +ENVO:03605009 freshwater stream ecosystem +UBERON:0001630 muscle organ FOODON:00001013 cheese food product -CHEBI:28868 fatty acid anion -FOODON:00002645 food product by process -ENVO:01000367 anchialine cave -CHEBI:25940 peroxides -CHEBI:38101 organonitrogen heterocyclic compound -ENVO:01001005 lunar rainbow -ENVO:00000310 meteor impact crater -ENVO:00000099 artificial island -CHEBI:33362 nickel group element atom -ENVO:03501349 airplane -ENVO:03501231 hospice -ENVO:06105107 marine anthropogenic litter -FOODON:00001010 processed meat food product -UBERON:0001890 forebrain -ENVO:01001694 isohaline surface -CHEBI:35343 17beta-hydroxy steroid -ENVO:02000133 nuclear reactor +ENVO:01000746 area of perennial ice or snow +ENVO:01000408 environmental zone +ENVO:01000146 marine coral reef crest +ENVO:00002255 solonetz +NCBITaxon:33340 Neoptera +ENVO:00010625 zoological garden +ENVO:00000155 cirque +ENVO:03501202 polling station +PO:0009008 plant organ +ENVO:00002249 phaeozem +ENVO:00000168 blowhole +ENVO:00005751 jungle soil +ENVO:00000237 hydromorphic/phreatic dambo +CHEBI:26519 radical +ENVO:00002195 pyritic acid mine drainage +ENVO:03605007 freshwater stream +ENVO:00002213 anaerobic sludge blanket reactor +CHEBI:47622 acetate ester +NCBITaxon:40674 Mammalia +FOODON:00001613 apple vinegar food product +ENVO:00000494 insequent stream +UBERON:0004088 orbital region +ENVO:01000988 ethnic food shop +CHEBI:15611 sarcosine +CHEBI:16482 naphthalene +ENVO:00002250 plinthosol +ENVO:01000618 lotic water body +ENVO:01001665 soil cryoturbate +CHEBI:24837 inorganic peroxide +ENVO:03501354 steel +ENVO:01001309 liquid air-water interface layer +ENVO:00000307 icefall +ENVO:03501237 game reserve +ENVO:01000627 feedlot +ENVO:00002012 hypersaline water +ENVO:00002254 vertisol +ENVO:01000274 slate +UBERON:0009503 mesenchyme of hindgut +CHEBI:33369 cerium +UBERON:0004471 musculature of pectoral girdle +ENVO:01000192 tropical grassland biome +CHEBI:36364 alkaline earth salt +ENVO:01000242 desert scrubland +ENVO:00000417 machair +ENVO:00003032 fresh animal manure +ENVO:00002244 gleysol +UBERON:0001798 vitreous body +NCBITaxon:376913 Haplorrhini ENVO:01000244 pinyon juniper woodland -UBERON:0001135 smooth muscle tissue -ENVO:01000783 public utility line -UBERON:0006555 excretory tube -FOODON:00001800 dairy dessert food product -ENVO:01001110 ecosystem -ENVO:01001100 convergent plate boundary -ENVO:01001497 carbonate system of ocean water -UBERON:0013703 integumentary projection -ENVO:03000133 agricultural potting mixture -ENVO:01001871 pit -CHEBI:25527 nicotinamide nucleotide -CHEBI:16301 nitrite -ENVO:01001190 brown sea ice -ENVO:01001463 UNEP-WCMC class 3 mountain -ENVO:01000651 ocean strait -ENVO:01000413 old plant -CHEBI:29125 arsenate(3-) -ENVO:01000155 organic material -ENVO:01001773 thrust fault -FOODON:00001073 vinegar food product -ENVO:03000018 englacial stream -ENVO:03600017 slurry -CHEBI:33693 oxygen hydride -ENVO:01001555 frozen lead -ENVO:00000004 administrative region -ENVO:03501290 supermarket -ENVO:00000306 spit -ENVO:01000301 estuarine water -ENVO:01001784 compound astronomical body part -ENVO:03510008 diesel exhaust -FOODON:00001279 cake icing food product -ENVO:01000954 alpine tree line ecotone -ENVO:03501356 conveyor system -UBERON:0003462 facial bone -ENVO:03501330 cup -NCBITaxon:1892259 Aphanizomenonaceae -CHEBI:25414 monoatomic monocation -PO:0009006 shoot system -ENVO:01000892 area of cropland -NCBITaxon:2116530 Salicornia subgen. Amerocornia -FOODON:03400188 confectionery (us cfr) -UBERON:0004785 respiratory system mucosa -UBERON:0003260 endoderm of hindgut -ENVO:01001895 soda spring -ENVO:01001519 area of pack ice +CHEBI:39418 straight-chain saturated fatty acid +ENVO:01000443 salt mass +ENVO:03501151 haematology unit facility +ENVO:01001153 circumbinary planet +CHEBI:27563 arsenic atom +NCBITaxon:2821351 Conifers II +CHEBI:33251 monoatomic hydrogen +ENVO:03501257 barn +ENVO:03600031 earth-filled dam +NCBITaxon:197563 Mandibulata +CHEBI:26935 tetraterpenoid +CHEBI:33749 platinum molecular entity +ENVO:01001017 halo +UBERON:0003056 pre-chordal neural plate +ENVO:03520007 snow crystal +CHEBI:51082 nitrate salt +CHEBI:33358 cobalt group element atom +ENVO:01001263 area designated for human defecation +FOODON:00001129 goat milk cheese food product +UBERON:0013522 subdivision of tube ENVO:01001686 mass of environmental material -ENVO:01000543 atmospheric layer -ENVO:00003071 grass silage -ENVO:03501164 occupational therapy unit facility -FOODON:00001185 rice food product -ENVO:00000303 sea coast -ENVO:01000676 contaminated air -FOODON:00001049 pork chop food product -ENVO:03500002 public park -ENVO:01001616 bare soil -FOODON:00003341 brassica food product -ENVO:00003911 sake brewery -ENVO:01000120 clay sediment -ENVO:01001560 colloidal suspension -ENVO:03501341 community health centre -NCBITaxon:1583079 Erebinae -ENVO:01000143 marine reef -ENVO:03600083 mofetta -ENVO:01000064 marine downwelling -ENVO:01001506 ice calf -ENVO:01000540 troposphere -CHEBI:25501 neoxanthin -ENVO:2000009 sub-bitumous coal -FOODON:00001039 cured meat food product -ENVO:01001522 fast ice -ENVO:02000055 plant feed -FOODON:00002132 plant based salad food product -FOODON:00001675 cabbage juice food product -PO:0004010 meristematic cell -UBERON:0002204 musculoskeletal system -ENVO:01000079 marine lysocline -UBERON:0000488 atypical epithelium +CHEBI:51132 nitroarene +FOODON:00001077 salt pork meat food product +ENVO:01001871 pit +CHEBI:72695 organic molecule +ENVO:01000405 respirable suspended particulate matter +ENVO:03600060 touchscreen +UBERON:0034929 external soft tissue zone +ENVO:01000545 ionosphere +ENVO:01000119 silty sediment +ENVO:01001131 hot Jupiter +ENVO:00000295 fish hatchery +ENVO:01000118 sandy sediment +ENVO:00000178 levee +FOODON:00002038 millet food product UBERON:0002097 skin of body -UBERON:0003528 brain gray matter -UBERON:0010427 ciliary processes -ENVO:03501295 processing plant -CHEBI:33341 titanium atom -ENVO:03501239 riverfront -NCBITaxon:8492 Archosauria -ENVO:03600013 bituminous sand -ENVO:00005780 greenhouse soil -ENVO:03501205 private prison -ENVO:01000515 tiled building roof -ENVO:01001564 rain -ENVO:03000088 methane-laden permafrost -ENVO:2000002 industrial wastewate treatment plant -ENVO:03501195 assisted living facility -ENVO:01000504 unburnt-brick exterior wall -CHEBI:25585 nonmetal atom -ENVO:01000789 flame -ENVO:01000516 toilet fixture -ENVO:01001231 kerogen -UBERON:0005177 trunk region element -ENVO:00000305 peninsula -ENVO:01001274 material isosurface -ENVO:03500001 playground -ENVO:06105124 coastal anthropogenic litter -ENVO:01001176 environment associated with an aquatic invertebrate -ENVO:01001407 cirrocumulus cloud -CHEBI:30513 antimony atom -ENVO:06105111 natural plastic -ENVO:06105205 compacted soil -ENVO:01000006 coastal upwelling -ENVO:01001121 plant matter -CHEBI:17790 methanol +UBERON:0011823 dense connective tissue +ENVO:01001609 cryospheric layer +ENVO:01000330 cypress strand swamp +NCBITaxon:117558 Bathymodiolinae +ENVO:00000117 plantation +ENVO:00002207 self-heating coal mine waste material +ENVO:03000145 snow-covered land FOODON:00001278 cake food product -FOODON:00002115 pigeon pea vegetable food product -ENVO:00000162 tea plantation -ENVO:01003021 area of high atmospheric pressure -CHEBI:26217 potassium molecular entity -ENVO:2000041 solar power station -ENVO:03400011 hail -CHEBI:30187 aluminium oxide -UBERON:0004016 dermatome -ENVO:03000144 planetary cryosphere -ENVO:01000531 covered latrine -PO:0009011 plant structure -PO:0009008 plant organ -UBERON:0001046 hindgut -ENVO:01000035 oceanic epipelagic zone biome -UBERON:0000175 pleural effusion -ENVO:01001238 residual kerogen -ENVO:01001534 tabular iceberg -CHEBI:49936 uranium(0) -ENVO:00000446 terrestrial biome -FOODON:00001033 emmenthal cheese food product -UBERON:0011585 cell condensation -CHEBI:30412 monoatomic dication -ENVO:01000102 cold surface current -CHEBI:26490 quinate -PO:0009013 portion of meristem tissue -UBERON:8480025 skin of clavicle region -ENVO:00000219 landlocked sea -ENVO:01001803 tropical forest -ENVO:01001201 marine environmental zone -ENVO:01000431 mixed forest -CHEBI:35701 ester -CHEBI:36338 lepton -ENVO:01000335 understory -ENVO:00000150 coral reef -CHEBI:33316 helium(2+) -ENVO:00002116 contaminated soil -ENVO:00002052 iron meteorite -ENVO:01001271 impermeable surface layer -ENVO:03501262 tray -FOODON:00002403 food material -CHEBI:32955 epoxide -CHEBI:33659 organic aromatic compound -CHEBI:36934 nitrogen-15 atom -NCBITaxon:1161 Nostocales -ENVO:01001152 mesoplanet -FOODON:00001096 fermented elaeis palm beverage -ENVO:03501117 transport hub -NCBITaxon:40674 Mammalia -CHEBI:26835 sulfur molecular entity -ENVO:00005748 dry soil -ENVO:00005795 marine mud -CHEBI:33366 copper group element atom -ENVO:01000034 oceanic sea surface microlayer biome -ENVO:01001384 area of attached faunal communities -UBERON:0004225 respiratory system smooth muscle -ENVO:01001313 estuarine coastal pycnocline -ENVO:01000513 asbestos building roof -UBERON:0002416 integumental system -UBERON:0003061 blood island -ENVO:01000364 glacier cave -PO:0025430 phyllome anlagen -ENVO:01000863 overflow structure -ENVO:01001409 altocumulus cloud -ENVO:00000060 underground stream -ENVO:01001192 sediment surface -FOODON:00001260 beer beverage -CHEBI:24532 organic heterocyclic compound -ENVO:01001127 ice giant -FOODON:03400204 candy (us cfr) -CHEBI:36914 inorganic ion -ENVO:03600019 sugarcane vinasse -ENVO:01001483 surface of an astronomical body -FOODON:00002781 pigeon pea (whole) -CHEBI:36909 krypton molecular entity -ENVO:01001092 tectonic lake -ENVO:00002212 thermophilic granular sludge -ENVO:00000059 underground river -NCBITaxon:6656 Arthropoda -FOODON:03420156 brown sugar -ENVO:01001319 saline water body -ENVO:03501314 food production environmental monitoring zone 1 -ENVO:01000519 latrine -ENVO:06105010 plastic pellet -CHEBI:33839 macromolecule -UBERON:0011222 intra-ocular muscle -ENVO:00002127 stream sediment -ENVO:03510035 naphtha -ENVO:01001390 Bathymodiolus-dominated oceanic mussel bed -ENVO:00002200 sea ice -ENVO:00000555 check dam -ENVO:01000549 mass of biological material -CHEBI:50094 sulfur coordination entity -UBERON:0003585 dermis connective tissue -ENVO:00000056 fishpond -ENVO:00002171 hay compost -UBERON:0004766 cranial bone -UBERON:0000179 haemolymphatic fluid -ENVO:06105101 plastic -CHEBI:47882 cyclic polypyrrole -ENVO:03510022 resin (gum) varnish -CHEBI:24835 inorganic molecular entity -PO:0025387 plant cuticle proper -ENVO:03510009 gasoline exhaust -CHEBI:33308 carboxylic ester -ENVO:01000135 nitrate-reducing sediment -ENVO:03600035 cold room -ENVO:01000096 water mass front -ENVO:01001520 area of sea ice -FOODON:00001057 plant fruit food product -ENVO:01000503 burnt-brick exterior wall -ENVO:01001458 mist -ENVO:01001052 aerosol environment -CHEBI:33579 main group molecular entity -FOODON:00002300 sweetener food product -NCBITaxon:7776 Gnathostomata -ENVO:00000526 cliff cleft -CHEBI:48107 nitric acid -FOODON:00001029 gouda cheese food product -ENVO:00000173 rocky desert -ENVO:00000084 mountain pass -CHEBI:33249 organyl group -FOODON:00001159 fermented pomaceous fruit beverage -FOODON:00001136 distilled fermented beverage -ENVO:01000286 dimictic lake -ENVO:03600034 cay -CHEBI:26979 organic heterotricyclic compound -ENVO:01001042 sterile water environment -ENVO:01001282 silica dust -ENVO:03501358 processing line -ENVO:01000247 rangeland biome -ENVO:03501337 temple -ENVO:00000175 karst -ENVO:02000137 nuclear power reactor -OBI:0000967 container -ENVO:00000196 alkaline flat -ENVO:01000114 boulder sediment -NCBITaxon:2759 Eukaryota -ENVO:00000243 freshwater wetland ecosystem +ENVO:00002125 anaerobic dechlorinating bioreactor +ENVO:00000531 ice cap depression +ENVO:00003040 animal house +ENVO:00000562 park +UBERON:0001913 milk +ENVO:00003870 rice straw +ENVO:00000893 xeric basin biome +FOODON:00002146 plant product dressing +ENVO:01001321 brackish water body +NCBITaxon:7742 Vertebrata +CHEBI:41609 carbonate +ENVO:03605000 periphytic biofilm +CHEBI:35171 elemental vanadium +ENVO:01000652 river channel +ENVO:03000139 ice fog +ENVO:01001173 sacred site +CHEBI:18154 polysaccharide +ENVO:1000746 marine mucilage +UBERON:0004716 conceptus +ENVO:01001689 mass of gas FOODON:00002663 pork food product -ENVO:00002258 loam -ENVO:01000442 dacite -CHEBI:61296 adenyl ribonucleotide -CHEBI:36360 phosphorus oxoacids and derivatives -UBERON:0003837 thoracic segment connective tissue -ENVO:03501332 occupational environment -ENVO:01000088 mid-shelf fronts -FOODON:00001106 camelid dairy food product -ENVO:03501212 handrail -NCBITaxon:41377 Avicennia +UBERON:0010314 structure with developmental contribution from neural crest +CHEBI:33645 acyclic olefin +ENVO:01001225 IUCN protected area with sustainable use of natural resources +ENVO:00010621 medical instrument +ENVO:01001427 altocumulus castellanus cloud +ENVO:01000547 glaze ice layer +CHEBI:37022 amino-acid anion +ENVO:01001047 non-saline planetary subsurface environment +ENVO:01001846 depth hoar +ENVO:06105275 silty loam +FOODON:03305536 honey blend table syrup +FOODON:00001096 fermented elaeis palm beverage +CHEBI:36927 carbon-14 atom +ENVO:00000015 ocean +OBI:0000047 processed material +ENVO:00005794 water scum +ENVO:00000409 whirlpool +ENVO:00000429 arete +UBERON:0011676 subdivision of organism along main body axis +CHEBI:32627 leucinate +ENVO:00000537 boulder field +CHEBI:35426 ortho-fused bicyclic arene +UBERON:0002424 oral epithelium +ENVO:01000249 urban biome +ENVO:01000189 temperate savanna biome +CHEBI:25806 oxygen molecular entity +ENVO:00000281 fault escarpment +ENVO:01000191 subtropical grassland biome +ENVO:01000927 day care building +UBERON:0011272 embryonic skin basal layer +ENVO:03000000 neve +ENVO:01000246 village biome +UBERON:0009479 ectoderm of buccopharyngeal membrane +ENVO:00005756 lawn soil +ENVO:03510000 wood dust +FOODON:03316694 vegetable fat food product +ENVO:01001305 vegetated area +UBERON:0015212 lateral structure +NCBITaxon:1158 Oscillatoria +ENVO:01001136 ocean planet +ENVO:00000539 geographic sill +ENVO:00003861 industrial building +ENVO:01000493 stone building floor +FOODON:00002115 pigeon pea vegetable food product +ENVO:01000410 marine eulittoral zone +ENVO:01000389 temperate mixed broadleaf forest +ENVO:00000261 savanna +ENVO:01001537 sea ice hummock +NCBITaxon:1117 Cyanobacteria +CHEBI:38263 2-amino-3-hydroxybutanoic acid +ENVO:00000328 vadose zone +ENVO:00000073 building +CHEBI:16526 carbon dioxide +UBERON:0009663 telencephalic nucleus +ENVO:00000198 ice-covered lake +ENVO:00005799 rocky sand +ENVO:01000777 nurdle +ENVO:01001581 sea surface layer +UBERON:0000323 late embryo +ENVO:01001101 transform plate boundary +ENVO:01000771 all season road +FOODON:00001181 food (cooked) +ENVO:01000525 rock intrusion +ENVO:03510022 resin (gum) varnish +UBERON:0005291 embryonic tissue +ENVO:01001337 riverine anchor ice +ENVO:01001329 estuarine tidal riverine open water lower water column +ENVO:00005790 red soil +ENVO:00002874 air conditioning unit +ENVO:00002237 chernozem +ENVO:01000800 planet +ENVO:00000290 graben +ENVO:03000144 planetary cryosphere +PCO:0000051 multi-species collection of microbes +NCBITaxon:1955150 Acrididea +ENVO:02000106 asbestos dust +UBERON:0004456 entire sense organ system +ENVO:03600051 train car +CHEBI:35716 C-nitro compound +FOODON:00001090 sour milk beverage +UBERON:0005057 immune organ +CHEBI:33745 copper group molecular entity +ENVO:03501116 rapid transit system ENVO:01001237 humic kerogen -ENVO:01001799 tropical dry broadleaf forest -CHEBI:50996 tertiary amino compound -ENVO:01000106 permanent marine thermocline -ENVO:01000451 atmospheric carbon dioxide -ENVO:00002275 technosol -ENVO:00010622 vivarium -CHEBI:26020 phosphate -ENVO:00003894 face cream product -CHEBI:46666 crocidolite asbestos -UBERON:0007026 presumptive gut -ENVO:01000812 desert pavement -ENVO:01001873 hatchery -ENVO:01001308 hydroform -ENVO:01000492 dung building floor -CHEBI:48123 silicate ion -ENVO:03501171 pharmacy unit facility -ENVO:00001995 rock +ENVO:01000037 oceanic bathypelagic zone biome +ENVO:01001459 high-elevation mountain +CHEBI:155908 copper tetrapyrrole +ENVO:03000120 subglacial lake +ENVO:03501136 clinical patient assessment facility +ENVO:02000135 fast neutron reactor +ENVO:01001456 tropical mountain +ENVO:00000287 butte +CHEBI:35352 organonitrogen compound +ENVO:03501115 public subway train +ENVO:03501369 seam surface +NCBITaxon:6072 Eumetazoa +ENVO:01000100 along-front current +ENVO:03000075 shuga +ENVO:01001030 environment determined by a metazoan secretion +ENVO:03000074 grease ice layer +ENVO:00002008 dust +ENVO:01001823 bubble plume +ENVO:03501293 tote bag +ENVO:00000566 winter sports facility +ENVO:01001668 atmospheric frontal zone +FOODON:00001757 common bean food product +ENVO:00000393 sound +ENVO:00000147 ocean current +NCBITaxon:695564 Erebidae ENVO:03600081 cloud water -ENVO:01000649 trench -CHEBI:47032 1,4-dioxane -UBERON:0000344 mucosa -ENVO:00003884 farmyard manure -ENVO:01000568 tubular paraffin lantern -CHEBI:33318 main group element atom -FOODON:03301467 bean substance -CHEBI:36688 heterotricyclic compound -ENVO:01000833 water droplet -ENVO:03000053 intraglacial lake -ENVO:00009686 ice rise +ENVO:00000054 saline marsh +CHEBI:46678 amosite asbestos +ENVO:00000190 abyssal feature +ENVO:00000422 limestone pavement +ENVO:00000512 pond bed +FOODON:00001260 beer beverage +NCBITaxon:71240 eudicotyledons +CHEBI:33658 arene +UBERON:0004086 brain ventricle +ENVO:01001561 gel +FOODON:00001192 quinoa food product +NCBITaxon:624272 Avicennioideae +ENVO:03600041 marine lake +ENVO:03501314 food production environmental monitoring zone 1 +ENVO:01001354 volcanic crater glacier +NCBITaxon:33213 Bilateria +ENVO:03501353 eating utensil +ENVO:00000370 tuya +ENVO:00002170 compost +ENVO:01001353 environmental zone of processual equilibrium +ENVO:01000022 marine salt marsh biome +ENVO:03501287 livestock house +ENVO:03501332 occupational environment +ENVO:02000037 sebum material +CHEBI:25710 organophosphorus compound +ENVO:1000750 depositional island +ENVO:01000400 tropical thorn forest +FOODON:00002762 bean (cooked) +ENVO:01000069 mesoscale marine eddy +ENVO:02000038 pus material +CHEBI:33303 chalcogen +ENVO:00000441 terracette +CHEBI:36928 carbon-13 atom +ENVO:01000751 bedrock +FOODON:00001199 chickpea food product +UBERON:0003528 brain gray matter +CHEBI:51084 inorganic nitrate salt +ENVO:01000426 room +CHEBI:46718 sulfide salt +ENVO:00005739 sea foam +ENVO:01001837 subalpine biome +ENVO:01001703 polar environment +FOODON:00001233 nut oil food product +UBERON:0002384 connective tissue +NCBITaxon:32525 Theria +ENVO:01000578 cassette player +CHEBI:53387 poly(hydroxyalkanoate) +FOODON:00001121 equine milk beverage +ENVO:00000258 alluvial plain +ENVO:00000419 stack +ENVO:00002242 lixisol +CHEBI:49990 monoatomic argon +ENVO:00000340 particle of sand +ENVO:00000014 canal +ENVO:03501248 overpass +ENVO:01001517 drift ice mass +ENVO:01001156 refractory astrogeological material +ENVO:2000008 lignite +ENVO:01000034 oceanic sea surface microlayer biome +ENVO:03501235 leisure centre +FOODON:00002753 bean (whole) +ENVO:01000767 illegal settlement +CHEBI:18276 dihydrogen +ENVO:00002245 gypsisol +UBERON:0002193 hemolymphoid system +ENVO:03510055 rubber cement +FOODON:00001194 dry pea food product +ENVO:00000012 hydrographic feature +CHEBI:143004 ultra-long-chain fatty acid +ENVO:01001383 area of attached Modiolus assemblages +ENVO:01001028 sediment permeated by freshwater +ENVO:01000620 mesocosm +ENVO:00000457 plateau glacier +UBERON:0001418 skin of thorax +CHEBI:33316 helium(2+) +ENVO:03501179 urology unit facility +ENVO:00003093 poly-beta-hydroxybutyrate enriched soil +ENVO:03000050 atmosphere-exposed melt pond +ENVO:2000042 ocean thermal power station +ENVO:03600062 fountain +ENVO:01000338 litter layer +ENVO:01000645 solid planetary core +CHEBI:29919 hydrosulfide +CHEBI:13392 NAD(P)H +ENVO:06105269 desalinated water +ENVO:00000560 nuclear weapons test site +ENVO:01000461 refined asphalt +FOODON:00002158 food (preserved) +ENVO:00002203 inorganically enriched sediment +ENVO:01000632 chonolith +ENVO:01000513 asbestos building roof +ENVO:01001480 domestic building +ENVO:03510030 vitreous enamel +CHEBI:16336 hyaluronic acid +ENVO:01001820 cultured organic material +NCBITaxon:198592 Umezakia +ENVO:01000819 hydrosphere +ENVO:03000108 slab snow +ENVO:01001351 ice decumulation zone +ENVO:03501162 neurology unit facility +FOODON:00001891 fruit salad food product +UBERON:0011363 cranial lymph vasculature +ENVO:00000302 rift valley +ENVO:01000815 liquid environmental material +PO:0025606 native plant cell +UBERON:0000483 epithelium +ENVO:03510011 leather dye +ENVO:01000297 freshwater river +CHEBI:36961 chalcocarbonic acid +UBERON:0002297 cerumen +UBERON:0007026 presumptive gut +UBERON:0000965 lens of camera-type eye +ENVO:03500021 gasoline vapor +FOODON:03302001 animal-derived food +ENVO:01001780 desert ecosystem +FOODON:00001207 jack bean (whole, dried) +ENVO:01000169 indeterminate root nodule active meristem +ENVO:00000491 subsequent stream +ENVO:01000171 indeterminate root nodule nitrogen fixation zone +ENVO:00000218 black smoker +ENVO:03501221 bistro +FOODON:00001255 nonfermented plant derived beverage product +ENVO:03600063 tube well +ENVO:01001478 gaseous astronomical body part +ENVO:01000287 polymictic lake +ENVO:01000087 tidal mixing front +ENVO:01001240 woodland canopy +CHEBI:30356 isobutyl group +ENVO:01000687 coast +ENVO:01001129 super-Jupiter +FOODON:00001259 non-fruit wine food product +ENVO:00003982 travertine +UBERON:0004120 mesoderm-derived structure +FOODON:00001178 honey food product +ENVO:03000119 water column exposed melt pond +ENVO:01000712 riverine flood +FOODON:00001230 mustard seed food product +ENVO:01000271 clastic sedimentary rock +ENVO:01000976 pitfall trap +ENVO:03501322 food production high-risk contamination area +CHEBI:37134 elemental barium +ENVO:01001712 free atmosphere +ENVO:00002199 sandy beach +ENVO:01001828 anthropised ecosystem +ENVO:03600036 pathogen-suppressive soil +ENVO:03501203 polling booth +ENVO:01000957 double tree line ecotone +ENVO:01001899 reef +UBERON:0002506 iris epithelium +ENVO:01000030 marine hydrothermal vent biome +ENVO:03000088 methane-laden permafrost +UBERON:0001041 foregut +ENVO:00000509 marine terrace ENVO:01000553 liquefied petroleum gas -ENVO:00002255 solonetz -UBERON:0010316 germ layer / neural crest -ENVO:01000257 white smoker +ENVO:01000667 geological fracture +UBERON:0001032 sensory system +ENVO:02000091 coal +FOODON:03400643 Codex Alimentarius classification of food and feed commodities +CHEBI:33909 metallotetrapyrrole +CHEBI:45696 hydrogensulfate +ENVO:06105016 foamed plastic +CHEBI:33253 nucleon +UBERON:0006601 presumptive ectoderm +ENVO:01000532 covered pit latrine +CHEBI:33675 p-block molecular entity +ENVO:01000846 water ice crystal +ENVO:01000084 estuarine front +ENVO:01000005 upwelling +CHEBI:36339 baryon +ENVO:01001037 slightly saline water +CHEBI:133331 metal oxide +ENVO:03000004 glacial ice +ENVO:03000038 cryoconite deposit +PO:0025497 collective plant structure +CHEBI:38702 inorganic sodium salt +ENVO:00000444 woodland clearing +ENVO:00000291 drainage basin +CHEBI:16261 chitosan +CHEBI:167559 glycan +UBERON:0001796 aqueous humor of eyeball +FOODON:00001859 flaxseed food product +ENVO:03501310 switch +ENVO:01001417 silvagenitus cloud +FOODON:00001060 awamori food product +FOODON:00001231 creamy salad dressing +FOODON:03400361 agency food product type +ENVO:01001894 alkaline spring +ENVO:01000680 polluted lake +CHEBI:35186 terpene +FOODON:00001005 fermenting elaeis palm sap food product +FOODON:00002780 pigeon pea food product +ENVO:00005773 pasture soil +UBERON:0001421 pectoral girdle region +ENVO:01001336 marine tidal flow +ENVO:01000842 smog +ENVO:01001379 mussel bed +CHEBI:58941 cyclic tetrapyrrole anion +ENVO:01000441 andesite ENVO:03501357 manufacturing equipment -ENVO:03501278 skyscraper -CHEBI:78616 carbohydrates and carbohydrate derivatives -CHEBI:33260 elemental hydrogen -ENVO:01000685 water mass -ENVO:00002149 sea water -ENVO:01001338 diurnal marine tidal flow zone -ENVO:00002164 fossil material -ENVO:02000106 asbestos dust -ENVO:01000935 campground -ENVO:01001221 office building +FOODON:03400187 natural cheese (us cfr) +ENVO:00000257 flood fringe +ENVO:01001306 bone element environment +ENVO:01000134 hydrothermal fluid +ENVO:06105005 thermoset polymer +CHEBI:33405 hydracid +NCBITaxon:4435 Batis +ENVO:01000731 igneous extrusion +ENVO:01001009 photometeor +UBERON:0003071 eye primordium +ENVO:01001111 fossil worm burrow +ENVO:01000536 factory +ENVO:04000011 bare soil surface layer +ENVO:01001814 organic object +FOODON:00002175 prepared hen egg product +ENVO:00000088 sea cliff +FOODON:00001280 chocolate food product +ENVO:00002181 neutral hot spring +ENVO:01000231 lava +ENVO:01000392 tropical upper montane forest +CHEBI:23043 epoxycarotenoid +NCBITaxon:7496 Pterygota +ENVO:00002055 sandstone +ENVO:01000905 shrimp pond +ENVO:01001308 hydroform +NCBITaxon:6993 Orthoptera +ENVO:00005782 ornithogenic soil +NCBITaxon:7001 Caelifera +ENVO:01000663 pumice +ENVO:01000359 limestone cave +ENVO:01000109 marine warm-water sphere +ENVO:01001182 tended pasturable land +ENVO:01000465 building wall +FOODON:03420152 carbohydrate extract, concentrate, or isolate +ENVO:01000468 fence +ENVO:01000059 sea grass bed +ENVO:03501194 long-term care facility +ENVO:01000358 acidic water +ENVO:01000229 mediterranean savanna biome +CHEBI:26398 purine ribonucleoside triphosphate +FOODON:00002029 melon food product +FOODON:00001025 camembert cheese food product +UBERON:0003831 respiratory system muscle +ENVO:00000129 stream valley +ENVO:01000403 tropical mangrove +FOODON:00002779 jack-bean food product +UBERON:0006238 future brain +CHEBI:5686 heterocyclic compound +ENVO:08000002 mouth environment +FOODON:03400155 fruit butter, jelly, preserve or related product (us cfr) +ENVO:01000088 mid-shelf fronts +ENVO:00000514 crater +ENVO:01000847 hair ice +NCBITaxon:1329799 Archelosauria +PCO:1000004 microbial community +ENVO:03600079 shredder +ENVO:00000324 outflow cave +ENVO:01001776 subsurface zone of an astronomical body +ENVO:01000529 chemical toilet fixture +PO:0025025 root system +PO:0000225 peripheral zone +ENVO:03501209 bedrail +ENVO:01000446 ravine +CHEBI:33848 polycyclic arene +ENVO:00000034 rapids +ENVO:01000303 endolithic environment +ENVO:00000133 glacier +CHEBI:32178 Talc +ENVO:01000888 area of gramanoid or herbaceous vegetation +ENVO:00002058 secondary sludge ENVO:01000802 planetary moon -ENVO:00000328 vadose zone -ENVO:01000611 bus -UBERON:0002020 gray matter -UBERON:0000922 embryo -UBERON:0005564 gonad primordium -ENVO:01001256 coastal shrimp pond -ENVO:01000469 exterior wall -ENVO:01001473 terrestrial observatory system -CHEBI:37407 cyclic ether -ENVO:01000532 covered pit latrine -ENVO:01000539 mesosphere -ENVO:00003964 tobacco warehouse -ENVO:01001000 environmental system determined by an organism -UBERON:0002384 connective tissue -ENVO:01000581 mobile phone -ENVO:01001829 human settlement -ENVO:03510070 toxic waste -ENVO:00005789 bluegrass field soil -UBERON:0019204 skin epithelium -NCBITaxon:7002 Acrididae -FOODON:03310006 fermented bean product -ENVO:01000774 oligotrophic lake -ENVO:00002011 fresh water -ENVO:01000149 marine coral reef deep fore reef -ENVO:01000577 radio device -ENVO:01001061 caldera lake -ENVO:01001349 material decumulation zone -CHEBI:63409 pentose derivative +ENVO:00002142 borax leachate +NCBITaxon:314146 Euarchontoglires +ENVO:00000418 ria +NCBITaxon:2881377 Pseudanabaenales +ENVO:01000174 forest biome +ENVO:01000215 temperate shrubland biome +ENVO:01000133 hyperthermophilic sediment +FOODON:03303909 cultured dairy product +ENVO:01000511 thatched building roof +ENVO:01000968 water intake +FOODON:00001045 ice cream food product +NCBITaxon:1126 Microcystis aeruginosa +ENVO:01001821 hydrothermally-influenced sediment +ENVO:01000384 tropical lowland evergreen broadleaf rain forest +UBERON:0004288 skeleton +ENVO:02000032 vitreous humor material +ENVO:03501153 surgical intensive care unit facility +ENVO:01000962 diatomite +ENVO:00000078 farm +ENVO:01000268 atmospheric water vapour +CHEBI:33842 aromatic annulene +ENVO:03501191 physiotherapy clinic +ENVO:01000101 warm surface current +ENVO:00000243 freshwater wetland ecosystem +ENVO:01000214 tropical shrubland biome +ENVO:03000065 ice floe +CHEBI:17544 hydrogencarbonate +ENVO:01001698 polar front +UBERON:0004536 lymph vasculature +UBERON:0000490 unilaminar epithelium +FOODON:00001248 fish food product +ENVO:03501196 group home facility +ENVO:02000003 pockmark field +ENVO:01001239 forest canopy +ENVO:00000434 outwash fan +ENVO:01001570 terrestrial ecoregion +UBERON:0009751 cardiac mesenchyme +ENVO:01001125 ice +ENVO:00000567 calanque +ENVO:01001556 pack ice mass +CHEBI:78616 carbohydrates and carbohydrate derivatives +ENVO:01001149 protoplanet +ENVO:01000439 andesitic volcano +ENVO:00002130 hypolimnion +ENVO:01001889 lithia spring +CHEBI:33429 monoatomic monoanion +ENVO:00000385 stream mouth +NCBITaxon:32524 Amniota +FOODON:00002262 soybean condiment +CHEBI:33709 amino acid +FOODON:00002139 plant fat or oil refined food product +ENVO:00010506 emulsion +UBERON:0010083 future dermis +ENVO:01000599 river water +CHEBI:33415 elemental carbon ENVO:06105007 plastic film -ENVO:01001058 environment associated with a fungal tissue -ENVO:01000245 cropland biome -ENVO:01000194 montane grassland biome -NCBITaxon:40551 Arecales -ENVO:00002131 epilimnion -ENVO:01001144 sub-Earth -UBERON:0034768 morphological feature +ENVO:00002178 iron-reducing zone of petroleum contaminated sediment +FOODON:00001091 dried milk food product +ENVO:03501207 shopping mall +ENVO:00002210 aerobic sulfide-oxidizing bioreactor +ENVO:01001072 anoxic lake +ENVO:00000096 caldera +UBERON:0005598 trunk somite +CHEBI:33318 main group element atom +ENVO:01000385 temperate deciduous broadleaf forest +ENVO:01001745 quasi-stationary front +ENVO:03501121 building corridor +ENVO:01000517 pit latrine +ENVO:03501184 chiropractic clinic +ENVO:03600085 buoy ENVO:03501324 latex -NCBITaxon:1301283 Oscillatoriophycideae -ENVO:01000136 drop stone -NCBITaxon:3313 Pinidae -ENVO:00003968 air filter -ENVO:01000807 galaxy -CHEBI:26710 sodium chloride -ENVO:01000330 cypress strand swamp -ENVO:00000432 monadnock -UBERON:0003386 smooth muscle of eye -ENVO:01000391 tropical semi-evergreen moist broadleaf forest -CHEBI:60034 polyethylene polymer -ENVO:01000481 silica-based glass -CHEBI:27171 organic heterobicyclic compound -CHEBI:26393 purine nucleoside triphosphate -ENVO:03600075 oil mill -ENVO:03501192 walk-in clinic -ENVO:01001155 astrogeological gas +FOODON:03430130 food (liquid) +ENVO:03501123 airport terminal +UBERON:0003075 neural plate +PO:0006016 leaf epidermis +ENVO:01001257 saline shrimp pond water +ENVO:03501368 conveyor roller +FOODON:00001293 shellfish food product +ENVO:00000319 low tide zone +UBERON:0015410 heart plus pericardium +UBERON:0005281 ventricular system of central nervous system +ENVO:01000551 paraffin oil +ENVO:00002042 surface water +CHEBI:17548 alginic acid +CHEBI:35293 fused compound +FOODON:00001019 wort food product +FOODON:00001061 bacon food product +PO:0000003 whole plant +CHEBI:35131 aldose phosphate +CHEBI:51718 alpha,beta-unsaturated aldehyde +ENVO:01000997 environmental system determined by a quality +ENVO:01000168 indeterminate root nodule +ENVO:00005770 beech forest soil +UBERON:0007719 bone of reproductive organ +ENVO:2000045 hydrocarbon-based environmental material +ENVO:02000104 cement dust +ENVO:00002983 fuel oil +CHEBI:16997 propane-1,2-diol +ENVO:01000784 illegal informal settlement +ENVO:02000140 fluid environmental material +FOODON:00001215 cacao food product +ENVO:01000941 planetary subsurface zone +UBERON:0036925 wall of eyeball +CHEBI:49994 monoatomic neon +ENVO:01001385 Bathymodiolus-dominated oceanic mussel reef +CHEBI:58950 very long-chain fatty acid anion +ENVO:00000312 sandur +ENVO:02000042 interstitial fluid material +ENVO:01000194 montane grassland biome +ENVO:01000495 stone exterior wall CHEBI:28425 alpha-carotene -PO:0025127 primordium -ENVO:06105116 discarded fishing gear -FOODON:00002779 jack-bean food product -NCBITaxon:3954 Combretaceae -ENVO:01000066 marine anoxic zone -ENVO:03000108 slab snow -ENVO:01000389 temperate mixed broadleaf forest -UBERON:0001277 intestinal epithelium -ENVO:00000076 mine -FOODON:03411016 starch-producing plant -ENVO:01000845 crystal -ENVO:01001791 mediterranean forest -ENVO:01000000 humus -ENVO:01000071 oceanic front -ENVO:01001452 Calyptra habitat -ENVO:00010621 medical instrument -ENVO:02000152 mangrove biome sediment -UBERON:0014703 anal membrane ectodermal component +FOODON:00001078 fermented soybean food product +CHEBI:16042 halide anion +ENVO:03500001 playground +ENVO:01000710 flood +CHEBI:36909 krypton molecular entity +CHEBI:36338 lepton +ENVO:00000086 plain +ENVO:00003968 air filter +ENVO:01001872 manure pit +ENVO:01000936 dedicated campground +ENVO:06105266 soil layer +CHEBI:22331 alkylamines +CHEBI:35350 hydroxy steroid +CHEBI:24828 indoles +ENVO:01000975 animal trap +ENVO:01001267 stormwater +CHEBI:26708 sodium atom +ENVO:03000137 freezing fog +ENVO:00003900 rye grass silage +ENVO:00002870 adobe +CHEBI:25527 nicotinamide nucleotide +CHEBI:37175 organic hydride +FOODON:00001083 sugar condiment +ENVO:01000774 oligotrophic lake +ENVO:00002030 aquatic biome +FOODON:00001020 beer wort food product +CHEBI:26714 sodium salt +CHEBI:33703 amino-acid cation +ENVO:00002143 calcite hot spring +ENVO:01001232 sapropelic kerogen +FOODON:00001867 food dressing product +ENVO:01000327 strand swamp +NCBITaxon:33208 Metazoa +CHEBI:37349 phosphorus oxide +ENVO:03510062 aqueous inkjet printer ink +ENVO:01000660 tephra +ENVO:00000079 flume +UBERON:0006311 chamber of eyeball +NCBITaxon:436880 Chortoicetes +ENVO:03501166 ophthalmology unit facility +CHEBI:47885 dinucleotide +ENVO:01000284 amictic lake +ENVO:01001648 suspended colloidal sediment +CHEBI:33372 neodymium atom +ENVO:00002182 nitrobenzene enriched sediment +ENVO:01001186 acidic volcanic ash +UBERON:0003258 endoderm of foregut +ENVO:03501183 medical clinic +ENVO:01001283 aluminium dust +ENVO:01000713 flash flood +ENVO:01001349 material decumulation zone +ENVO:01000436 waterborne particulate matter +ENVO:01000128 dilution basin mediterranean sea biome +CHEBI:35175 sulfate salt +ENVO:03501326 bottle +CHEBI:33664 monocyclic hydrocarbon +ENVO:01000041 neritic sea surface microlayer biome +UBERON:0005162 multi cell part structure +ENVO:02000134 thermal nuclear reactor +ENVO:01001831 temperate biome +ENVO:00003033 mushroom compost +ENVO:00000294 fish farm +FOODON:00001063 millet beer food product +UBERON:0019204 skin epithelium +ENVO:03501227 steakhouse +ENVO:01001407 cirrocumulus cloud +CHEBI:33583 noble gas molecular entity +ENVO:03501142 diagnostic imaging unit facility +UBERON:0001422 facial lymphatic vessel +ENVO:00005802 bulk soil +FOODON:00001282 ground beef food product +ENVO:03501211 door handle +CHEBI:33377 dysprosium atom +UBERON:0001775 ciliary body +CHEBI:33497 transition element molecular entity +FOODON:03401061 50190000 - prepared/preserved foods (gs1 gpc) +ENVO:01000007 organic object formed through microbial activity +CHEBI:155903 copper(II) phthalocyanine +ENVO:01000467 constructed barrier +ENVO:01001558 area of seasonal sea ice +UBERON:0002190 subcutaneous adipose tissue +ENVO:01000835 cloud droplet +UBERON:0003314 eye mesenchyme +CHEBI:44882 peridinin +CHEBI:49987 monoatomic krypton +ENVO:01000650 stream channel +FOODON:00001086 kefir food product +CHEBI:64712 trivalent inorganic cation +UBERON:0008823 neural tube derived brain +ENVO:00010358 fomite +CHEBI:26401 purines +ENVO:01001054 non-saline aerosol environment +ENVO:01001505 alpine tundra biome +CHEBI:26561 ribonucleotide +ENVO:00002127 stream sediment +CHEBI:78840 olefinic compound +ENVO:03000085 thermokarst +FOODON:00001171 cruciferous inflorescence food product +ENVO:00000245 maar +ENVO:00000345 grain of beach sand +CHEBI:50313 onium cation +ENVO:03501199 dry market +CHEBI:46662 mineral +ENVO:03501119 agricultural experimental station +ENVO:03510013 textile dye +ENVO:00000152 anabranch +CHEBI:26167 polar amino acid +CHEBI:25274 methylamines +ENVO:01000447 roadside +ENVO:01000911 automated teller machine +FOODON:03400777 eurofir food classification +ENVO:01000527 flush toilet fixture +ENVO:00000274 continental rise +ENVO:03605008 freshwater stream biome +ENVO:00000269 land-tied island +ENVO:01001221 office building +NCBITaxon:6960 Hexapoda +ENVO:01000300 atmospheric Taylor column +ENVO:00000561 military training area +CHEBI:24373 glycine derivative +NCBITaxon:1198 Phormidium +ENVO:01001059 mock community culture +UBERON:0005985 coronary vessel +ENVO:00002276 animal waste material +ENVO:00000094 volcanic feature +ENVO:01001891 alum spring +ENVO:00000511 blanket bog +ENVO:00000383 stream bed +ENVO:01001455 temperate mountain +ENVO:00000278 dry stream +CHEBI:17883 hydrogen chloride +NCBITaxon:227570 Oedaleus +ENVO:01000817 biosphere +CHEBI:60926 amino monosaccharide +ENVO:00002133 anaerobic mud +ENVO:01001272 constructed pavement +ENVO:01000172 indeterminate root nodule senescent zone +CHEBI:78130 fatty acid anion 28:0 +UBERON:0002100 trunk +ENVO:01001284 barium dust +ENVO:01000945 primary microplastic particle +CHEBI:16908 NADH +ENVO:01000155 organic material +ENVO:01000636 liquid planetary surface +CHEBI:50325 proteinogenic amino-acid side-chain group +ENVO:03501305 pliofilm +ENVO:01000836 water-based cloud droplet +FOODON:00001205 velvet bean (whole, dried) +CHEBI:46684 actinolite asbestos +ENVO:01001484 fire whirl +PCO:0000001 population of organisms +ENVO:01000890 area of moss-dominated vegetation +PO:0025157 phyllome epidermis +ENVO:00003323 tannery +UBERON:0000925 endoderm +UBERON:0004121 ectoderm-derived structure +ENVO:00000505 underground irrigation canal +ENVO:00000132 ice sheet +CHEBI:33362 nickel group element atom +FOODON:03400231 margarine (us cfr) +ENVO:01001423 cirrostratus fibratus cloud +ENVO:01000269 siltstone +ENVO:01000372 household waste material +ENVO:03000027 powdery snow +ENVO:00000127 badland +ENVO:01000664 tuff cone +ENVO:00002177 1,4-dioxane contaminated sludge +ENVO:01000106 permanent marine thermocline +ENVO:00000435 proglacial lake +CHEBI:29067 carboxylic acid anion +NCBITaxon:3954 Combretaceae +FOODON:00001146 solanaceous root food product +UBERON:0004923 organ component layer +ENVO:01001825 active anaerobic enrichment culturing unit +ENVO:00000165 asphalt lake +UBERON:0000489 cavitated compound organ +ENVO:01001029 fecal environment +PO:0009013 portion of meristem tissue +ENVO:00000019 saline lake +ENVO:00000128 dry valley +ENVO:01001680 gaseous front +CHEBI:50559 elemental uranium +ENVO:00003043 sewage plant +UBERON:0011134 nonsynovial joint +ENVO:01001638 frost-susceptible soil +FOODON:00001006 mammalian meat food product +NCBITaxon:6547 Mytilidae +ENVO:00002033 carcass +FOODON:00001032 swiss cheese food product +ENVO:00000551 endorheic basin +ENVO:03501292 tote bin +ENVO:03400012 hail stone +CHEBI:15378 hydron +CHEBI:46677 amphibole asbestos ENVO:00000123 political entity -CHEBI:37395 mucopolysaccharide -NCBITaxon:70910 Acridomorpha -NCBITaxon:1126 Microcystis aeruginosa -CHEBI:33247 organic group -ENVO:03501242 desert island -ENVO:01001424 stratocumulus castellanus cloud -ENVO:00003091 threonine enriched soil -FOODON:00002780 pigeon pea food product -ENVO:00000356 pyroclastic cone -ENVO:03500008 safe environment for human presence -ENVO:01001138 carbon dioxide ice -ENVO:03520001 middle atmospheric level -CHEBI:35106 nitrogen hydride -ENVO:03501125 airport transit lounge -ENVO:01000600 rainwater -CHEBI:33431 elemental chlorine -ENVO:01001314 estuarine coastal lower water column -ENVO:01000551 paraffin oil -CHEBI:33552 sulfonic acid derivative -NCBITaxon:33634 Stramenopiles -UBERON:0036661 wall of ventricular system of brain -ENVO:03501166 ophthalmology unit facility -FOODON:00002158 food (preserved) -CHEBI:61292 guanyl nucleotide +ENVO:01001557 water-body-derived ice +FOODON:03400865 soup (eurofir) +ENVO:02000019 bodily fluid material +ENVO:01001653 well-mixed estuary +ENVO:03501102 polytunnel +CHEBI:33839 macromolecule +UBERON:0010427 ciliary processes +ENVO:00000093 lacustrine beach +FOODON:00002813 pea food product +ENVO:01000352 field +UBERON:0002307 choroid plexus of lateral ventricle +ENVO:00002153 compost biofilter +ENVO:01001051 environment determined by a biofilm on a non-saline surface ENVO:01001106 landslide lake -ENVO:01001789 freshwater ecosystem -ENVO:00000484 polynya -ENVO:03000015 geographic basin -NCBITaxon:436492 Coelurosauria -ENVO:00000292 watershed -ENVO:00002173 hospital -ENVO:00000519 agricultural terrace -CHEBI:61275 ciguatoxin -CHEBI:25248 methyl ester -ENVO:03501100 ferry -ENVO:01000083 pelagic isopycnal surface -ENVO:01001551 ice lead -ENVO:01000398 temperate freshwater swamp forest -CHEBI:29347 monocarboxylic acid amide +CHEBI:49991 elemental argon +CHEBI:79389 monovalent inorganic anion +ENVO:00003864 bakery +CHEBI:17045 dinitrogen oxide +ENVO:00002261 forest soil +ENVO:01000648 magma +ENVO:01001007 solar rainbow +CHEBI:51580 phthalocyanines +ENVO:01000573 battery-powered electric lamp +ENVO:01000475 brick +FOODON:00001082 bitter cheese food product +ENVO:00002260 dune soil +ENVO:01001256 coastal shrimp pond +ENVO:01000197 broadleaf forest biome +ENVO:03501240 skerry +ENVO:01000591 bed frame +ENVO:01000399 tropical needleleaf forest +ENVO:00005767 manured soil +NCBITaxon:301959 Mytilinae +ENVO:01001371 alpine tundra ecosystem +ENVO:01001494 moonmoon +FOODON:00001071 grape must +UBERON:0002049 vasculature +UBERON:0014387 mesenchyme derived from neural crest +ENVO:00000430 dirt cone +UBERON:0004221 intestine smooth muscle +ENVO:00003074 manufactured product +ENVO:00003065 distilled water +UBERON:8410024 intestinal junction +ENVO:03501345 temporary residence +NCBITaxon:1164880 Oedaleus senegalensis +ENVO:00000041 tidal creek +ENVO:03501244 Bailey bridge +ENVO:01000681 sodium chloride salt +UBERON:0015329 respiratory system basement membrane +ENVO:00000336 doline karst +UBERON:0004231 anal region smooth muscle ENVO:03501232 movie theater -ENVO:03501273 listed building -UBERON:0003081 lateral plate mesoderm -CHEBI:36309 cyclic tetrapyrrole -ENVO:01001839 safe environment for living organisms -CHEBI:27573 silicon atom -ENVO:01000991 bathtub fixture -UBERON:0002616 regional part of brain -ENVO:01000824 exorheic lake -ENVO:00002277 back-arc basin -ENVO:01000225 subtropical dry broadleaf forest biome -ENVO:01000834 water raindrop -ENVO:00000108 meadow ecosystem -CHEBI:36875 radical ion -CHEBI:33259 elemental molecular entity -ENVO:00000011 garden -PO:0009020 meristem L1 layer -CHEBI:26712 sodium molecular entity +ENVO:00000025 reservoir +ENVO:00001998 soil +ENVO:00002003 fecal material +CHEBI:35715 nitro compound +ENVO:00000368 ephemeral island +UBERON:0000467 anatomical system +NCBITaxon:54304 Planktothrix +ENVO:03501338 human nursery +CHEBI:33263 diatomic oxygen +CHEBI:37176 mononuclear parent hydride +CHEBI:35343 17beta-hydroxy steroid +PCO:0000018 single-species collection of organisms +ENVO:01001457 cloud forest +ENVO:03501370 stagnant water +ENVO:00005748 dry soil +ENVO:00000097 desert area +ENVO:01000085 plume front +ENVO:06105110 manufactured plastisphere +ENVO:00000104 undersea feature +CHEBI:27081 transition element atom +ENVO:01000201 subtropical broadleaf forest biome +FOODON:03400803 seafood product (eurofir) +CHEBI:22632 arsenic molecular entity +UBERON:0000078 mixed ectoderm/mesoderm/endoderm-derived structure +FOODON:00001024 pickled cabbage food product +NCBITaxon:2759 Eukaryota +ENVO:01001543 water ice surface layer +ENVO:01001534 tabular iceberg +ENVO:01000970 delicatessen +ENVO:00002159 drilling bore water +ENVO:01000615 motorcycle +CHEBI:22506 aminoglycan +CHEBI:29347 monocarboxylic acid amide +NCBITaxon:1804623 Chenopodiaceae +CHEBI:25107 magnesium atom +ENVO:00000410 kipuka +PO:0025161 portion of plant substance +CHEBI:26284 propane-1,2-diols +ENVO:01000978 wet pitfall trap +ENVO:01000956 desert-alpine tree line ecotone +UBERON:0002050 embryonic structure +ENVO:01000081 pelagic isohaline surface +ENVO:2000002 industrial wastewate treatment plant +ENVO:01000434 sclerophyllous forest +ENVO:00000306 spit +CHEBI:33562 f-block element atom +FOODON:00001098 fermented apple beverage +ENVO:00005792 underground water +CHEBI:35163 cyclic carotene +ENVO:00000403 shield volcano +ENVO:03510004 hydraulic fluid +CHEBI:36059 hydroxy monocarboxylic acid anion +UBERON:0006905 mandibular process mesenchyme +ENVO:01000872 ballast water +CHEBI:33335 scandium group element atom +ENVO:06105107 marine anthropogenic litter +ENVO:00002006 liquid water +CHEBI:30225 positron +ENVO:02000131 flue gas desulfurization material +ENVO:01001000 environmental system determined by an organism +ENVO:00002157 stromatolite mat +UBERON:0004786 gastrointestinal system mucosa +ENVO:00000067 cave +CHEBI:24636 proton +ENVO:01001520 area of sea ice +ENVO:00002051 stony-iron meteorite +FOODON:00001198 broad bean (whole, dried) +CHEBI:24271 glucosamines +ENVO:01000398 temperate freshwater swamp forest +UBERON:0004362 pharyngeal arch 1 +ENVO:00002186 contaminated water +NCBITaxon:4434 Bataceae +ENVO:00000282 esker +ENVO:01001208 swamp area +ENVO:01000810 planetary atmosphere +ENVO:01001649 heavy fraction material +BFO:0000030 object +ENVO:01001077 lake with an oxic hypolimnion +ENVO:00000048 navigation canal +ENVO:01000093 boundary current front +ENVO:01000722 meltwater +FOODON:03460263 vegetable fat or oil +ENVO:00000143 river bank +CHEBI:36358 polyatomic ion +CHEBI:31001 octacosanoic acid +ENVO:01001035 environment determined by a biofilm on a fungal surface +ENVO:01000333 hillside +CHEBI:36360 phosphorus oxoacids and derivatives +CHEBI:26288 propanediol +ENVO:00000504 container of an intermittent pond +ENVO:00000559 weapons test site +FOODON:00001156 citrus fruit juice +ENVO:03600075 oil mill +ENVO:01000584 table +ENVO:00000428 biome +ENVO:00002013 igneous rock +ENVO:00000374 wildlife management area +CHEBI:35193 tetraterpene +ENVO:00002160 estuarine mud +CHEBI:35406 oxoanion +ENVO:01000912 cloud condensation nucleus +ENVO:01000555 compressed natural gas +ENVO:01001120 animal manure product +ENVO:01001567 protected area +ENVO:03501255 water trough +FOODON:00001294 goat milk cheese (unpasteurized) +ENVO:01000221 temperate woodland biome +CHEBI:80043 Nodularin +CHEBI:51688 enal +ENVO:01001392 mussel gill tissue material +UBERON:0001046 hindgut +ENVO:00010442 midden +ENVO:01001040 saline environment +ENVO:03000066 sea ice floe +ENVO:00000348 grain of rocky sand +ENVO:01001286 slate dust +ENVO:00002274 stagnosol +CHEBI:46665 riebeckite +CHEBI:33315 monoatomic helium +ENVO:01000799 astronomical body +CHEBI:33327 silicon oxide +ENVO:01001797 tropical mixed forest +ENVO:00000407 subglacial volcano +ENVO:00004683 karst field +ENVO:02000084 goat manure +ENVO:00000226 saline wedge estuary +ENVO:00002018 sewage +ENVO:03510041 wood stain +ENVO:01000430 broadleaf forest +FOODON:00001088 flaxseed oil +CHEBI:18085 glycosaminoglycan +ENVO:01000619 closed ecological system +ENVO:01001687 mass of solid material +NCBITaxon:8492 Archosauria +ENVO:00000213 marine mesopelagic zone +ENVO:01001275 solid layer +ENVO:01001525 hard-frozen soil +FOODON:00001094 fermented beverage +UBERON:0000022 feather +ENVO:02000130 boiler slag +NCBITaxon:227572 Oxyinae +ENVO:01000605 car +ENVO:00002040 wood +NCBITaxon:9606 Homo sapiens +UBERON:0017650 developing mesenchymal structure +ENVO:01001688 mass of fluid +ENVO:01000604 vehicle +FOODON:00001177 insect food product +ENVO:01001410 altostratus cloud +ENVO:01001350 ice accumulation zone ENVO:06105003 thermoplastic material -ENVO:01000329 cypress dome -ENVO:03501179 urology unit facility -ENVO:01001818 enrichment culturing unit -ENVO:00005762 chloropicrin enriched soil -ENVO:01000107 seasonal marine thermocline -ENVO:01000458 concrete +CHEBI:28315 alloxanthine +ENVO:00000442 maelstrom +ENVO:01000270 claystone +ENVO:03501306 mylar +ENVO:01001276 water ice layer +ENVO:01000653 slum +ENVO:01001851 geothermally active field +FOODON:00001229 processed cheese food product +CHEBI:50584 alkyl alcohol +ENVO:01001039 highly saline water +ENVO:00000482 sea floor ENVO:03510027 enamel thinner -ENVO:03501122 airport -ENVO:00000107 heath -ENVO:03600091 clay fermentation pit -FOODON:00001203 vetch seed (whole, dried) -FOODON:00002778 jack bean (whole) -ENVO:00000026 well -ENVO:03501140 chaplaincy unit facility -ENVO:00002126 aerobic bioreactor -ENVO:01000572 electric lamp -ENVO:00000080 mountain range -ENVO:01001316 estuarine open water upper water column -FOODON:00002131 plant based refined or partially-refined food product -FOODON:00002153 plant seed vegetable food product -ENVO:01000473 thatch -ENVO:01001888 calcic spring -ENVO:03501168 pain management unit facility -ENVO:01000825 eaves -FOODON:00001148 potato food product -ENVO:01001002 animal-associated environment -ENVO:2000010 bitumous coal -ENVO:03501321 food production medium-risk contamination area -ENVO:00000265 guyot -ENVO:00000208 marine pelagic zone -FOODON:00001223 sausage (dried, fermented) -ENVO:00003085 skatole enriched soil -CHEBI:16236 ethanol -UBERON:0003128 cranium -NCBITaxon:4447 Liliopsida -FOODON:00001160 pomaceous fruit extract -ENVO:00000126 sulfur spring -OBI:0100026 organism -ENVO:03501298 stable bandage -ENVO:01001172 IUCN protected landscape/seascape -ENVO:2000008 lignite -UBERON:0002308 nucleus of brain -BFO:0000030 object -ENVO:00000087 cliff -ENVO:00002118 sea sand -CHEBI:38975 methylbenzene -ENVO:01001568 frost heave -CHEBI:29238 tritium atom -ENVO:01000211 temperate coniferous forest biome -ENVO:03000027 powdery snow -ENVO:02000047 animal feed -ENVO:00002257 podzol -ENVO:01000636 liquid planetary surface -ENVO:06105104 mesoplastic particle -UBERON:0007010 cleaving embryo -ENVO:01000563 central-draught lamp -ENVO:03501202 polling station -ENVO:00000430 dirt cone -ENVO:03510062 aqueous inkjet printer ink -NCBITaxon:1437180 Acrogymnospermae -UBERON:0001797 vitreous humor -FOODON:00001114 zebra dairy food product -CHEBI:28963 amino sugar -UBERON:0011137 axial skeletal system -ENVO:02000021 amniotic fluid material -ENVO:00000220 archipelago -CHEBI:35366 fatty acid -ENVO:01000671 dike -PO:0025128 phyllome primordium -CHEBI:33256 primary amide -CHEBI:59202 straight-chain fatty acid -CHEBI:45696 hydrogensulfate -CHEBI:33250 atom -UBERON:0036925 wall of eyeball -ENVO:03501251 vacuum cleaner -ENVO:01000174 forest biome -ENVO:00000435 proglacial lake -FOODON:00001140 fruit juice food product -ENVO:01001069 metallic material -CHEBI:37193 elemental lead -ENVO:01000217 mediterranean shrubland biome -ENVO:03600069 nest of alligator -ENVO:00000887 large river biome +ENVO:00000459 outlet glacier +UBERON:0006264 mouth-foregut junction +NCBITaxon:117571 Euteleostomi +ENVO:01001503 glacial surface layer +ENVO:03501234 town hall +ENVO:00003092 salicylate enriched soil +ENVO:01001227 aquatic natural environment +ENVO:00000460 penplain +ENVO:00002226 borehole +ENVO:00000203 rift lake +ENVO:03501250 swing bridge +CHEBI:36341 boson +ENVO:00002053 limestone +FOODON:00002786 velvet bean (whole) +UBERON:0011642 oral epithelium from ectoderm +CHEBI:49475 argon atom +ENVO:00000229 intermittent estuary +ENVO:00002235 cambisol +ENVO:01000291 cold polymictic lake +CHEBI:53243 poly(vinyl chloride) +ENVO:01001003 non-saline environment +UBERON:0036215 anatomical surface region +CHEBI:16842 formaldehyde +ENVO:03510014 India ink +UBERON:0002204 musculoskeletal system +CHEBI:35780 phosphate ion +ENVO:02000150 uranium deposit +UBERON:0015783 smooth muscle layer in fatty layer of subcutaneous tissue +ENVO:01000544 boundary layer +NCBITaxon:91888 lamiids +CHEBI:33341 titanium atom +ENVO:00000156 desert oasis +ENVO:01000947 ecotone +ENVO:01001013 reflection rainbow +ENVO:03600001 chemically contaminated sediment +FOODON:00001053 fermented dairy food product +ENVO:00000502 container of an intermittent saline lake +ENVO:01001710 intertropical front +FOODON:00001075 mammalian milk (nonfat, dry) +ENVO:02000100 mineral dust +ENVO:00000398 volcanic cone +CHEBI:33324 strontium atom +UBERON:0007285 presumptive paraxial mesoderm +NCBITaxon:40255 Modiolus +ENVO:01000789 flame +UBERON:0036654 wall of lateral ventricle +ENVO:01000336 shrub layer +UBERON:0004225 respiratory system smooth muscle +ENVO:01000066 marine anoxic zone +ENVO:00000355 monogenetic volcanic field +PO:0025433 root anlagen +ENVO:01000732 clastic dike +ENVO:01001064 hypoxic water +ENVO:02000030 chyle material +ENVO:01000428 area of rocky shore +ENVO:00000072 aquaduct +UBERON:0000955 brain +CHEBI:25703 organic phosphate +ENVO:00003885 brewery +UBERON:0002217 synovial joint +ENVO:01000076 marine chemocline +CHEBI:5186 fucoxanthin +CHEBI:50812 carbon nanostructure +ENVO:01001673 fluid surface layer +CHEBI:51447 organic univalent group +ENVO:02000137 nuclear power reactor +ENVO:01001152 mesoplanet +ENVO:03501365 bucket conveyor +ENVO:01001008 meteor +ENVO:01001061 caldera lake +ENVO:03501111 public transit system +CHEBI:36688 heterotricyclic compound +CHEBI:46663 silicate mineral +ENVO:01000374 dry woodland +ENVO:01000281 layer +ENVO:01000444 dacitic lava +ENVO:01000016 silt +CHEBI:36586 carbonyl compound +FOODON:00002132 plant based salad food product +ENVO:00003091 threonine enriched soil +ENVO:01000610 motor +ENVO:00005791 sterile water +ENVO:01001408 cirrostratus cloud +UBERON:0003350 epithelium of mucosa +ENVO:02000044 siliceous ooze +ENVO:01000421 indoor kitchen +ENVO:00003896 currency note +CHEBI:26191 polyol +ENVO:03600004 drinking water treatment plant +NCBITaxon:1338369 Dipnotetrapodomorpha +ENVO:01000000 humus +UBERON:0007914 bone of craniocervical region +ENVO:00000451 amenity lake +PO:0009002 plant cell +ENVO:01000043 neritic mesopelagic zone biome +ENVO:01000669 active geological fault +FOODON:00001288 cantaloupe fruit food product +ENVO:00000322 volcanic cave +UBERON:0009881 anterior lateral plate mesoderm +ENVO:01000110 hydrogenous sediment +ENVO:00000433 kame terrace +CHEBI:53242 vinyl polymer macromolecule +UBERON:0000063 organ subunit +CHEBI:47901 alkanesulfonic acid +CHEBI:33646 alkadiene FOODON:00001262 botanical fruit food product -UBERON:0007503 epithelial vesicle -ENVO:03501142 diagnostic imaging unit facility -ENVO:00000888 large river headwater biome -NCBITaxon:41378 Avicennia germinans -ENVO:02000153 marine salt marsh sediment -UBERON:0006612 shell -ENVO:00002247 nitisol -NCBITaxon:88770 Panarthropoda -CHEBI:33741 chromium group molecular entity -ENVO:00000469 research facility -ENVO:03501334 child care facility -FOODON:00002316 tomato juice food product -ENVO:01000603 water truck +CHEBI:33694 biomacromolecule +ENVO:01001177 arable land +UBERON:0002072 hypodermis +ENVO:03501117 transport hub +ENVO:00000145 ice cap +CHEBI:39479 butadiene +FOODON:00001141 wheat food product +CHEBI:24866 salt +ENVO:00009726 strand crack +ENVO:00005740 paddy field soil +ENVO:01000470 building envelope +ENVO:01000946 secondary microplastic particle +CHEBI:35875 imidazopyrimidine +CHEBI:21766 N-methylglycines +UBERON:0001606 muscle of iris +ENVO:00000043 wetland area +ENVO:06105278 silty clay loam +ENVO:01001041 fungi-associated environment +FOODON:00001099 apple beverage +UBERON:0000930 stomodeum +CHEBI:25697 organic cation +ENVO:01000522 latrine pit +CHEBI:25555 nitrogen atom +NCBITaxon:1121 Aphanothece +ENVO:00000177 moraine +ENVO:00003914 chalk soil +ENVO:00000059 underground river +UBERON:0003133 reproductive organ +ENVO:01000530 ventilated improved pit latrine +UBERON:0007213 mesenchyme derived from head neural crest +CHEBI:17790 methanol +NCBITaxon:6101 Anthozoa +ENVO:01000575 wax +ENVO:03501222 brasserie +ENVO:03000110 cryoform +UBERON:0000912 mucus +ENVO:03000007 blue ice +CHEBI:25567 nitrous acid +ENVO:00005789 bluegrass field soil +CHEBI:26986 threonine +CHEBI:22256 adenosine phosphate +ENVO:01001278 concrete road +ENVO:00000070 human construction +CHEBI:33659 organic aromatic compound +ENVO:00000449 drinking water reservoir +ENVO:01001647 colloid suspended in a hydrosphere +ENVO:03501218 toilet bowl +CHEBI:33331 yttrium atom +FOODON:03307345 sugar (refined) +ENVO:01000776 piece of plastic +ENVO:00000445 transvasement +ENVO:01000440 dacitic volcano +CHEBI:33245 organic fundamental parent +ENVO:01001005 lunar rainbow +CHEBI:50860 organic molecular entity +ENVO:00002869 hay +ENVO:01000112 polymetallic nodule +ENVO:00000545 shingle beach +ENVO:01001352 glacial ice accumulation zone +CHEBI:26836 sulfuric acid +ENVO:01000019 cave floor +ENVO:00000399 ash cone +ENVO:01001236 sulfrous kerogen +ENVO:01001515 freshwater congelation ice +ENVO:01000843 area of evergreen forest +ENVO:01000173 anoxic water +UBERON:0002200 vasculature of head +CHEBI:60031 poly(alkylene) polymer +ENVO:00002238 durisol +CHEBI:36785 carbobicyclic compound +ENVO:03605005 epixylon UBERON:0001090 synovial fluid -CHEBI:33408 pnictogen oxoacid -CHEBI:33581 boron group molecular entity -ENVO:00000316 intertidal zone -FOODON:00001241 processed pork meat food product -CHEBI:35274 ammonium ion derivative -UBERON:0010321 skeletal element of eye region -ENVO:01001690 mass of liquid -ENVO:01001523 frazil -FOODON:00001183 bread food product -ENVO:00002046 activated sludge +ENVO:01001650 light fraction material +ENVO:03510008 diesel exhaust +FOODON:00001036 pont ieveque cheese food product +UBERON:0001089 sweat +CHEBI:35881 pnictogen hydride +ENVO:00000516 hummock +ENVO:00002982 clay +UBERON:0001003 skin epidermis +FOODON:03400204 candy (us cfr) +ENVO:03501315 food production environmental monitoring zone 2 +PO:0020144 apical meristem +CHEBI:36874 radical cation +ENVO:03501187 massage therapy clinic +CHEBI:36587 organic oxo compound +ENVO:01000407 littoral zone +CHEBI:50312 onium compound +ENVO:02000156 organic dairy farm +ENVO:01000867 solar panel array +ENVO:03501280 mausoleum +NCBITaxon:1446379 Cupressales +ENVO:00005779 vegetable garden soil +ENVO:01000983 technosphere +UBERON:0001970 bile +ENVO:01001513 permafrost congelation ice +FOODON:00001186 buckewheat food product +ENVO:01000427 carbon nanotube enriched soil +ENVO:00000450 irrigation reservoir +ENVO:03501360 equipment leg +UBERON:0007794 secretion of serous gland +CHEBI:30514 caesium atom +NCBITaxon:7776 Gnathostomata +ENVO:01001062 crater lake ENVO:00002223 oligotrophic water -ENVO:01000859 tropical marine upwelling biome -UBERON:0005253 head mesenchyme -UBERON:0000323 late embryo -CHEBI:46923 dioxane -ENVO:01001233 labile kerogen -ENVO:01001139 methane ice -ENVO:01001478 gaseous astronomical body part -ENVO:01001263 area designated for human defecation -ENVO:00000354 volcanic field -ENVO:2000006 nest of termite -ENVO:03501235 leisure centre -ENVO:00000454 turlough -PO:0025497 collective plant structure -ENVO:01001805 temperate forest -CHEBI:35294 carbopolycyclic compound -FOODON:00001045 ice cream food product -ENVO:01000236 basalt -ENVO:01000894 area of emergent herbaceous wetland -CHEBI:33328 silicon oxoacid -ENVO:02000107 grain dust -ENVO:03510007 gasoline -CHEBI:35715 nitro compound -CHEBI:33597 homocyclic compound -ENVO:00002274 stagnosol -UBERON:0000926 mesoderm -UBERON:0035804 future mouth -UBERON:0012274 columnar epithelium -ENVO:00000202 oxbow lake -ENVO:01000669 active geological fault -ENVO:01001054 non-saline aerosol environment -CHEBI:24471 halogen molecular entity -FOODON:00001222 sausage (raw) -CHEBI:16454 pantothenate -NCBITaxon:131221 Streptophytina -ENVO:03501246 footbridge -ENVO:00000235 carr -ENVO:00002125 anaerobic dechlorinating bioreactor -ENVO:01001453 terrestrial mountain -ENVO:03600014 pipeline network -ENVO:03500021 gasoline vapor -UBERON:0004086 brain ventricle -UBERON:0003729 mouth mucosa -UBERON:0010046 entire pharyngeal arch associated mesenchyme -UBERON:0004288 skeleton -CHEBI:26873 terpenoid -FOODON:00001783 cowpea vegetable food product -ENVO:00002136 arsenate treated wood -ENVO:01000598 freshwater spring -UBERON:0000173 amniotic fluid -ENVO:01001135 desert planet -ENVO:01000059 sea grass bed -ENVO:01001277 asphalt road -FOODON:00001065 blue cheese food product -ENVO:01000272 mudstone -ENVO:01001713 upper front -UBERON:0003219 shell septum -CHEBI:23905 monoatomic anion -CHEBI:33296 alkali metal molecular entity -ENVO:00000232 fen -ENVO:01000213 subtropical shrubland biome -FOODON:00002364 wine or wine-like food product -ENVO:01000672 geological joint -UBERON:0007285 presumptive paraxial mesoderm -CHEBI:33677 f-block molecular entity -ENVO:06105115 fishing gear -ENVO:00002450 ocean basin -NCBITaxon:3398 Magnoliopsida -ENVO:01000766 legal settlement -ENVO:01000081 pelagic isohaline surface -ENVO:00000487 paternoster lake -UBERON:0009472 axilla +NCBITaxon:37567 Ditrysia +ENVO:01001071 impact crater +ENVO:01001293 bush area +ENVO:01000550 composting toilet +ENVO:01000199 mediterranean forest biome +ENVO:01000052 marine white smoker biome +ENVO:01000666 area of open water +ENVO:01000393 tropical lower montane forest +ENVO:01000745 area of perennial snow +FOODON:00001008 liver paste +ENVO:00003978 potato silage +CHEBI:51584 metallophthalocyanines +CHEBI:33747 nickel group molecular entity +FOODON:03315552 juice beverage +ENVO:01000179 desert biome +ENVO:01000781 public building +NCBITaxon:89593 Craniata +CHEBI:33628 elemental aluminium +ENVO:01000008 microbial mat +CHEBI:50335 organic nitrogen anion +FOODON:00001073 vinegar food product +ENVO:00002259 agricultural soil +ENVO:01000331 cypress swamp +ENVO:00005776 peaty paddy field soil +ENVO:01000299 Taylor column +ENVO:01001381 oceanic mussel reef +ENVO:01001344 freshwater seep riverine anchor ice +ENVO:01001134 super-Earth +ENVO:01001063 oxic water +ENVO:01001242 canopy +CHEBI:27798 nitrobenzene +PO:0006001 phyllome +PO:0025029 shoot axis +UBERON:0010321 skeletal element of eye region +FOODON:00002300 sweetener food product 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facility +ENVO:03510026 acrylic paint medium +UBERON:0001803 epithelium of lens +ENVO:03501100 ferry +UBERON:0011695 embryonic cardiovascular system +CHEBI:37404 elemental copper +FOODON:00001133 condiment food product +CHEBI:33248 hydrocarbyl group +ENVO:01000225 subtropical dry broadleaf forest biome +ENVO:01000907 feasting pit site +ENVO:00002016 sedimentary rock +ENVO:01000302 outcrop +ENVO:03501249 suspension bridge +UBERON:0016888 transitional anatomical structure +ENVO:02000004 nesting material +CHEBI:83811 proteinogenic amino acid derivative +CHEBI:24632 hydrocarbon +ENVO:01000951 natural environment +ENVO:03600037 eutrophic pond +FOODON:00001298 unpasteurized camel milk beverage +ENVO:01001895 soda spring ENVO:02000026 chyme material -ENVO:00000399 ash cone -FOODON:00001141 wheat food product -ENVO:03000073 multiyear ice -ENVO:00000336 doline karst -ENVO:00002260 dune soil -ENVO:00000514 crater -CHEBI:37217 titanium molecular entity -FOODON:00001134 bovine meat food product 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skin of face +ENVO:01000313 anthropogenic environment +ENVO:04000012 particulate organic matter +CHEBI:25699 organic ion +ENVO:01000520 latrine slab +ENVO:01001482 tornado +ENVO:01000412 circalittoral zone +UBERON:0005426 lens vesicle +NCBITaxon:131221 Streptophytina +ENVO:00000092 sea beach +CHEBI:30412 monoatomic dication +NCBITaxon:12965 Bathymodiolus +ENVO:03501245 drawbridge +ENVO:00000454 turlough +ENVO:03501333 child care environment +ENVO:01001883 hoar crystal +FOODON:00001054 fermented fish or seafood food product +CHEBI:30513 antimony atom UBERON:0010225 thalamic complex -ENVO:01001561 gel -ENVO:01000681 sodium chloride salt +CHEBI:53226 polyethylene macromolecule +FOODON:00002752 bean (whole, dried) +NCBITaxon:240294 Schizothrix +ENVO:01001546 iceberg +ENVO:01000413 old plant +UBERON:0004479 musculature of trunk +ENVO:03500004 bike path +ENVO:03600009 interstitial water +ENVO:01001473 terrestrial observatory system +PO:0004010 meristematic cell +ENVO:00000500 beaver dam 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estuarine open water lower water column +CHEBI:36878 inorganic radical ion +ENVO:03000071 first year ice +ENVO:03500017 soldering fumes +UBERON:0012481 cloacal epithelium +ENVO:00000272 confluence +UBERON:0001898 hypothalamus +ENVO:01001202 alluvium +CHEBI:35217 alkaline earth coordination entity +NCBITaxon:1206794 Ecdysozoa +ENVO:03501311 environmental monitoring area +ENVO:01000148 marine coral reef buttress zone +ENVO:03600083 mofetta +UBERON:0001087 pleural fluid +ENVO:00000891 large freshwater lake biome +ENVO:01000458 concrete +ENVO:01000064 marine downwelling +NCBITaxon:50557 Insecta +ENVO:01000750 Mohorovicic discontinuity +ENVO:03510061 soy ink +ENVO:03501334 child care facility +CHEBI:30050 gold(0) +CHEBI:33238 monoatomic entity +ENVO:01001491 flattened elevation +ENVO:06105236 exchangeable ion +ENVO:00000170 dune +ENVO:00000193 olive grove +CHEBI:30762 salicylate +ENVO:00000408 volcanic fissure +CHEBI:26820 sulfates +CHEBI:30496 sulfur hexafluoride +ENVO:00000507 wadi mouth 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of desert sand -ENVO:01000713 flash flood -ENVO:00000429 arete -CHEBI:33498 actinoid molecular entity -CHEBI:23042 carotene -ENVO:03501199 dry market -ENVO:00000029 watercourse -ENVO:01000067 marine current -ENVO:01000320 marine environment -NCBITaxon:3193 Embryophyta -ENVO:01001518 drifting sea ice mass -CHEBI:30514 caesium atom -CHEBI:38201 bacteriochlorophyll -ENVO:03501209 bedrail -ENVO:01001782 landmass -ENVO:01000084 estuarine front -ENVO:00005750 grassland soil -ENVO:00002236 cryosol -ENVO:01001325 estuarine tidal riverine coastal lower water column -CHEBI:33455 nitrogen oxoacid -ENVO:00004683 karst field -ENVO:01000957 double tree line ecotone -UBERON:0010077 cuboidal epithelium -ENVO:01001889 lithia spring -ENVO:01000432 swamp forest -ENVO:01001382 area of attached mussel assemblages -CHEBI:15377 water -FOODON:00001150 cucurbit fruit food product -CHEBI:33662 annulene -ENVO:03600062 fountain -PO:0025386 cuticular wax -FOODON:00002071 orange food product -ENVO:01001646 amorphous solid -ENVO:01000977 dry pitfall trap -ENVO:01001038 moderately saline water -ENVO:01001003 non-saline environment -ENVO:02000090 ash -PCO:1000004 microbial community -CHEBI:33679 helium molecular entity -ENVO:01000434 sclerophyllous forest -ENVO:01000195 flooded grassland biome -ENVO:00000396 marine channel -CHEBI:36683 organochlorine compound -FOODON:00001261 vegetable food product -FOODON:00001207 jack bean (whole, dried) -CHEBI:30225 positron -ENVO:00000439 dell -ENVO:00005752 sawah soil -ENVO:01000385 temperate deciduous broadleaf forest -FOODON:00001031 gorgonzola cheese food product -CHEBI:24837 inorganic peroxide -UBERON:0012475 skeleton of pectoral complex -NCBITaxon:1437010 Boreoeutheria -UBERON:0011695 embryonic cardiovascular system -ENVO:00002121 alkaline salt lake -ENVO:03501227 steakhouse -FOODON:03400293 soft candy (us cfr) -ENVO:00010506 emulsion -ENVO:03510006 diesel fuel -ENVO:01001716 warm occluded front -UBERON:0001474 bone element -ENVO:00000010 transport feature -FOODON:00001088 flaxseed oil -ENVO:03501174 high dependency unit facility -ENVO:00002262 clay soil -UBERON:0035037 jaw epithelium -UBERON:1100000 digestive tract junction -NCBITaxon:6072 Eumetazoa -CHEBI:37190 silicon coordination entity -ENVO:01000040 oceanic benthopelagic zone biome -ENVO:01000612 taxicab -FOODON:00001233 nut oil food product -ENVO:03501281 bowling alley -UBERON:0006314 bodily fluid -PO:0025007 collective plant organ structure -ENVO:01000142 wood fall -ENVO:01001105 aeolian lake -UBERON:0000349 limbic system -ENVO:03501243 big-box store -FOODON:00001232 vinaigrette dressing food product -ENVO:01000091 topographic upwelling front -PCO:0000029 multi-species collection of organisms -ENVO:03510065 colorant fluid -ENVO:01000482 soda-lime glass +ENVO:03501340 community service centre +ENVO:00000277 dry lake +FOODON:00001003 fermented agave juice +ENVO:00002063 oil seep +ENVO:01001677 fluid interface layer +CHEBI:37121 guanosine 5'-phosphate +ENVO:00002985 oil +UBERON:0035804 future mouth +ENVO:01000924 plumbing drain +ENVO:01000488 wooden building floor +ENVO:01000236 basalt +ENVO:00000515 road cut +ENVO:01001069 metallic material +NCBITaxon:4185 Acanthaceae +NCBITaxon:58024 Spermatophyta +CHEBI:33247 organic group +ENVO:01001193 water-based planetary surface +UBERON:0011814 non-neurogenic ectodermal placode +UBERON:8480025 skin of clavicle region +UBERON:0009569 subdivision of trunk +UBERON:0003496 head blood vessel +ENVO:01000523 pit latrine with slab floor +ENVO:01000369 vadose cave +ENVO:01000969 cafeteria +ENVO:01000463 hydraulic cement +ENVO:00000510 meander neck +UBERON:0012361 internal anal region +ENVO:01001014 monochrome solar rainbow +ENVO:03501270 chapter house +NCBITaxon:37267 Cyrtacanthacridinae +ENVO:00003884 farmyard manure +ENVO:00000205 permanent spring +NCBITaxon:2696291 Ochrophyta +ENVO:00000495 tributary +ENVO:01000395 temperate sclerophyllous dry forest +ENVO:00000149 artificial reef +ENVO:00000273 continental slope +ENVO:00000394 strait +ENVO:03600090 alcohol fermentation pit +ENVO:01001849 glaze +NCBITaxon:6544 Bivalvia +ENVO:01000833 water droplet +ENVO:01000939 time crystal +ENVO:01001241 crop canopy +CHEBI:155827 argon-39 atom +ENVO:01001685 bubble +CHEBI:63734 ketone hydrate +ENVO:01000484 container glass +ENVO:03600046 processed tobacco +CHEBI:33585 lead molecular entity +ENVO:03501313 food production environmental monitoring zone +CHEBI:26932 tetrapyrrole +UBERON:0000991 gonad +ENVO:01001464 UNEP-WCMC class 4 mountain +CHEBI:37734 phosphoric ester +CHEBI:37191 silicon oxoanion +ENVO:01000760 cloud +ENVO:02000141 refinery +CHEBI:27275 vanadium molecular entity +ENVO:01000761 polar stratospheric cloud +ENVO:01000108 marine cold-water sphere +ENVO:03000111 snow mass +ENVO:03501169 pediatric unit facility +ENVO:01000186 polar desert biome +ENVO:01000748 continental crust +UBERON:0006555 excretory tube +ENVO:00005801 rhizosphere +ENVO:01001652 atmospheric aerosol +FOODON:03460231 chocolate or cocoa +UBERON:0004111 anatomical conduit +ENVO:03600093 artificial satellite +ENVO:00000013 cave system +UBERON:0019042 reproductive system mucosa +OBI:0000968 device +ENVO:04000009 active permafrost layer +ENVO:01000448 mixed grassland +UBERON:0007098 mandibular neural crest +UBERON:0004732 segmental subdivision of nervous system +ENVO:03000041 brine channel +ENVO:00000230 coastal wetland ecosystem +ENVO:01000504 unburnt-brick exterior wall +ENVO:01000804 astronomical object ENVO:01000873 ballast tank -ENVO:03600092 artificial pond -ENVO:03600077 photobioreactor +NCBITaxon:190524 Laguncularia racemosa +UBERON:0005944 axial skeleton plus cranial skeleton +ENVO:01001312 estuarine coastal upper water column +UBERON:0006222 future diencephalon +CHEBI:30212 photon +UBERON:0008814 pharyngeal arch system +ENVO:00000008 fourth-order administrative region +CHEBI:50402 androstanoid +UBERON:0003128 cranium +UBERON:0003072 optic cup +ENVO:2100004 integumental system environment +ENVO:03501258 chicken house +UBERON:0009494 pharyngeal arch mesenchymal region +ENVO:01000671 dike +ENVO:03000089 permafrost crater derived from a methane explosion +ENVO:01000235 ultramafic lava +ENVO:01000490 sandy building floor +ENVO:03501266 pump +ENVO:01001535 floeberg +ENVO:06105010 plastic pellet +ENVO:01000337 herb and fern layer +UBERON:0003324 mesenchyme of lower jaw +ENVO:00002176 contaminated sludge +ENVO:03600065 spring water +UBERON:0002201 vasculature of trunk +ENVO:01000601 motor vehicle +ENVO:03501201 polling place +ENVO:03501307 ceramic +ENVO:01001124 giant gas planet +UBERON:0011779 nerve of head region +CHEBI:27325 xanthophyll +CHEBI:35427 ortho-fused polycyclic hydrocarbon +CHEBI:26421 pyridines +CHEBI:29241 silicate(4-) +ENVO:01001113 forage material +ENVO:01001564 rain +ENVO:01001789 freshwater ecosystem +CHEBI:46926 dioxanes +UBERON:0004253 skin muscle +CHEBI:33693 oxygen hydride +UBERON:0000990 reproductive system +ENVO:02000034 tear material +ENVO:06105280 silty clay +ENVO:00000244 abyssal plain +ENVO:01001833 mediterranean biome +ENVO:01001539 branched valley glacier +ENVO:01001140 ammonia ice +ENVO:00002144 cave wall +ENVO:00000139 irrigation ditch +ENVO:01001148 planetesimal +UBERON:0009145 pharyngeal region of foregut +ENVO:03510010 dye +CHEBI:24839 inorganic salt +ENVO:03000113 snow patch +ENVO:01001885 submerged landform +ENVO:06105277 clay loam +ENVO:01001507 floating ice calf +ENVO:01001386 mussel reef +ENVO:01001271 impermeable surface layer +FOODON:00001138 tea based beverage product +ENVO:01000768 primary forest +CHEBI:17632 nitrate +ENVO:00000493 obsequent stream +ENVO:00005764 pond soil +ENVO:00000356 pyroclastic cone +ENVO:03000117 channel +ENVO:00002148 coarse beach sand +ENVO:01000200 tropical broadleaf forest biome +UBERON:0004765 skeletal element +CHEBI:25523 NADP +CHEBI:24471 halogen molecular entity +ENVO:01000074 oceanic gyre +ENVO:02000049 coastal water body +FOODON:00001277 orange juice (unpasteurized) +ENVO:01000971 food truck NCBITaxon:1175 Aphanizomenon -ENVO:01000736 phacolith -CHEBI:36871 inorganic radical +ENVO:01000497 mud exterior wall +FOODON:03400294 butter product analog (us cfr) +CHEBI:17029 chitin +ENVO:00000358 area of protected biodiversity +ENVO:01000779 public infrastructure +ENVO:00000300 scrubland area +UBERON:0015833 foregut epithelium +ENVO:01000298 continental margin +ENVO:00005796 marine sludge +ENVO:00000023 stream +ENVO:03501110 constructed transport system +CHEBI:25108 magnesium molecular entity +ENVO:00000222 oceanic island +ENVO:00000151 sabkha +ENVO:00000534 riverine pothole +ENVO:00002044 sludge +ENVO:00000108 meadow ecosystem +ENVO:01000825 eaves +CHEBI:3992 cyclic ketone +FOODON:00001216 cream food product +ENVO:02000052 umbrella +ENVO:03605004 epipsammon +UBERON:0000465 material anatomical entity +UBERON:0012480 cloacal mucosa +ENVO:03510035 naphtha +PO:0009020 meristem L1 layer +ENVO:03501158 micobiology unit facility +ENVO:01000053 marine ultramafic hydrothermal vent biome +ENVO:01000318 extreme high temperature environment +CHEBI:25501 neoxanthin +ENVO:01001415 homogenitus cloud +ENVO:03501219 window +UBERON:0004521 vasculature of muscle organ +ENVO:01001838 arid biome +CHEBI:28793 beta-D-glucan +ENVO:01001542 ice surface layer +CHEBI:88184 metal allergen +ENVO:00002034 biofilm +ENVO:00000197 endorheic lake +NCBITaxon:92621 Acridoidea +ENVO:03600091 clay fermentation pit +ENVO:01001185 acidic soil +CHEBI:33958 halide salt +ENVO:02000002 bedclothing +ENVO:01000042 neritic epipelagic zone biome +FOODON:00001284 duck meat food product +ENVO:00000483 plunge pool +ENVO:2000040 lignite power plant +ENVO:00000401 spatter cone +CHEBI:58954 straight-chain saturated fatty acid anion +ENVO:00003087 acetamide enriched soil +PO:0025387 plant cuticle proper +UBERON:0002104 visual system +ENVO:01000953 tree line ecotone +ENVO:03000133 agricultural potting mixture +CHEBI:25017 leucine +ENVO:00000199 meromictic lake 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region element +FOODON:03412637 konjac plant +ENVO:03501256 sheet of paper +ENVO:00000201 fjord lake +CHEBI:46717 sulfide mineral +ENVO:01000739 habitat +ENVO:01003000 spacecraft +ENVO:00003965 anaerobic digester sludge +CHEBI:33455 nitrogen oxoacid +ENVO:01001018 hypereutrophic water +ENVO:00000260 prairie +UBERON:0007524 dense mesenchyme tissue +ENVO:00000335 polygonal karst +CHEBI:27888 chlorophyll b +FOODON:00001159 fermented pomaceous fruit beverage +ENVO:01000237 coastal scrubland +FOODON:00003395 multi-component wheat food product +ENVO:01001001 plant-associated environment +ENVO:03000021 soot +ENVO:01000334 talus slope +ENVO:01000855 area of mixed forest +ENVO:01000640 planetary mantle +FOODON:03303220 dessert food +ENVO:00000400 cinder cone +ENVO:00003041 cow shed +FOODON:00002373 food product by meal type +ENVO:01000151 manganese-reducing sediment +ENVO:01000883 area of developed open space ENVO:00000166 atoll -CHEBI:38166 organic heteropolycyclic compound -ENVO:01000041 neritic sea surface microlayer biome -CHEBI:33909 metallotetrapyrrole -CHEBI:15611 sarcosine -CHEBI:28938 ammonium -ENVO:00000244 abyssal plain -ENVO:00000032 bay -UBERON:0010259 1st arch mesenchyme from neural crest -CHEBI:28315 alloxanthine -ENVO:00000496 rill -UBERON:0019304 sensory organ epithelium -ENVO:01001558 area of seasonal sea ice -PO:0009005 root -FOODON:00001197 bambara groundnut food product -ENVO:03501309 booth -ENVO:01000086 coastal buoyancy current front -FOODON:00002454 food product by quality -ENVO:00005800 desert sand -ENVO:01000239 oak woodland -ENVO:01000997 environmental system determined by a quality -ENVO:00002049 stony meteorite -CHEBI:33248 hydrocarbyl group -ENVO:00000498 volcanic dike -ENVO:00000071 fault cave -CHEBI:25477 naphthalenes -ENVO:01000372 household waste material -ENVO:01001898 acidic spring -ENVO:01000003 oil well -CHEBI:26288 propanediol -ENVO:00000443 flood control reservoir -FOODON:00001198 broad bean (whole, dried) -ENVO:00000139 irrigation ditch -ENVO:01001823 bubble plume -ENVO:01001286 slate dust -UBERON:0015228 circulatory organ -UBERON:0006211 buccopharyngeal membrane -ENVO:01000420 building part -FOODON:00001151 citrus fruit food product -ENVO:00000298 marine iceberg -ENVO:01001107 rockslide lake -ENVO:02000119 oil shale -FOODON:00002151 plant seed based bakery food product -ENVO:03000002 firn -ENVO:01001264 area designated for waste storage -ENVO:01001470 observatory system -ENVO:00000034 rapids -ENVO:01001336 marine tidal flow -ENVO:00000055 saline evaporation pond -ENVO:01000150 marine subtidal rocky reef -CHEBI:36359 phosphorus oxoacid derivative -FOODON:03401061 50190000 - prepared/preserved foods (gs1 gpc) -ENVO:00000293 continental divide -ENVO:06105239 exchangeable calcium +ENVO:01001460 mid-elevation mountain +UBERON:0011156 facial skeleton +PO:0025538 plant sap +ENVO:00002048 chondrite +CHEBI:60004 mixture +CHEBI:24586 hexosamine +CHEBI:33433 monoatomic halogen +ENVO:01001355 crater zone +ENVO:02000129 bottom ash +ENVO:01001614 ice-bearing permafrost +ENVO:00000485 sea shore +ENVO:00000334 syngenetic karst +ENVO:03600039 fermentation pit +PO:0005029 root primordium +CHEBI:24062 fluorine molecular entity +ENVO:06105201 water table +UBERON:0005253 head mesenchyme +CHEBI:48109 nitrobenzenes +CHEBI:27560 boron atom +ENVO:00000219 landlocked sea +CHEBI:16234 hydroxide +ENVO:2000000 chemical product ENVO:00003903 aviation fuel -CHEBI:33242 inorganic hydride -PO:0020148 shoot apical meristem -ENVO:01000348 maize field -UBERON:0000163 embryonic cloaca -ENVO:01000745 area of perennial snow -ENVO:01000557 liquefied natural gas -FOODON:00001216 cream food product -ENVO:01001540 simple valley glacier -FOODON:00001274 egg food product -NCBITaxon:91888 lamiids -FOODON:00001282 ground beef food product -ENVO:01000460 asphalt -NCBITaxon:32525 Theria -NCBITaxon:1892252 Microcoleaceae -ENVO:00000135 buffer zone -ENVO:03600095 stream run -FOODON:00002786 velvet bean (whole) -CHEBI:35716 C-nitro compound -FOODON:03400644 a. primary food commodities of plant origin (ccpr) -ENVO:01001812 subpolar grassland -ENVO:00000247 volcano -ENVO:01001242 canopy -ENVO:03501316 food production environmental monitoring zone 3 -CHEBI:36093 inorganic chloride -ENVO:00000194 scree -ENVO:01000167 determinate root nodule -ENVO:02000109 dust from plant parts -ENVO:00002132 metalimnion -ENVO:00000427 meander -UBERON:0001418 skin of thorax -UBERON:0000456 secretion of exocrine gland -ENVO:01001118 heat-treated animal manure -FOODON:00001173 plant seed food product -ENVO:01003020 fiat part of an astronomical object -ENVO:00000091 beach -UBERON:0009618 trunk paraxial mesoderm -ENVO:01000450 salt glacier -CHEBI:33447 phospho sugar -ENVO:03501271 Kaaba -ENVO:00000240 saline wetland -ENVO:01000440 dacitic volcano -UBERON:0004537 blood vasculature -ENVO:01001114 feed storage space -UBERON:0000064 organ part -CHEBI:38206 chlorophyllide -UBERON:0000160 intestine -FOODON:03400155 fruit butter, jelly, preserve or related product (us cfr) -ENVO:03501204 prison facility -ENVO:01000831 droplet -FOODON:00001177 insect food product -ENVO:00000524 abandoned watercourse -ENVO:01000938 hot tub -CHEBI:35307 epoxycarotenol -UBERON:0002091 appendicular skeleton -CHEBI:23982 ethanols -ENVO:00000064 road -ENVO:01001425 cirrus castellanus cloud -ENVO:00000001 bedding-plane cave -ENVO:01000737 sill -ENVO:02000120 zinc chloride fume -ENVO:03501333 child care environment -UBERON:0010303 extraembryonic epithelium -NCBITaxon:7586 Echinodermata -ENVO:03520002 high atmospheric level -ENVO:03501250 swing bridge -ENVO:00000167 bar -UBERON:0011216 organ system subdivision -UBERON:0012464 cloacal vent -ENVO:01000866 photovoltaic system -UBERON:0010371 ecto-epithelium -ENVO:02000142 petroleum oil refinery -ENVO:00002875 oil contaminated soil -CHEBI:50558 monoatomic uranium -ENVO:01000082 biogenous sediment -FOODON:00001771 cow milk based food product -ENVO:01000397 temperate broadleaf evergreen forest -ENVO:00000155 cirque -FOODON:00001087 vegetable oil food product -FOODON:00001011 milk formula food product -ENVO:01001326 estuarine tidal riverine open water surface layer -CHEBI:25154 manganese molecular entity -NCBITaxon:6993 Orthoptera -FOODON:00001245 tea beverage (liquid) -ENVO:02000113 welding fume -ENVO:03501167 orthopaedics unit facility -ENVO:01000439 andesitic volcano -FOODON:03301103 orange juice -UBERON:0003439 nerve of trunk region -UBERON:0003457 head bone -ENVO:01000393 tropical lower montane forest -ENVO:03501213 light switch -ENVO:00002233 albeluvisol -ENVO:01001386 mussel reef -ENVO:03501160 neonatal intensive care unit facility -CHEBI:17478 aldehyde -ENVO:01000974 food kiosk -UBERON:0002099 cardiac septum -ENVO:00000074 dam -CHEBI:28685 molybdenum atom -CHEBI:138675 gas molecular entity -ENVO:01001885 submerged landform +ENVO:01001684 interface layer +PO:0025131 plant anatomical entity +ENVO:03510016 tragacanth +ENVO:03501239 riverfront +CHEBI:36340 fermion CHEBI:23003 carbamate ester -ENVO:00003908 poultry deep litter -CHEBI:26562 ribose phosphate -CHEBI:33709 amino acid -ENVO:00000245 maar -ENVO:00000451 amenity lake -ENVO:00002263 garden soil +ENVO:00000321 joint-plane cave +ENVO:01000813 astronomical body part +ENVO:02000117 natural wax +ENVO:00000211 marine bathypelagic zone +CHEBI:58416 chlorophyll a(1-) +UBERON:0010046 entire pharyngeal arch associated mesenchyme +ENVO:01000049 marine coral reef biome +ENVO:01001280 driveway +ENVO:01000857 temperate mediterranean sea biome +CHEBI:38295 azabicycloalkane +ENVO:03501124 airport concourse +CHEBI:37578 halide +UBERON:0010077 cuboidal epithelium +ENVO:03501236 business park +ENVO:01001282 silica dust +ENVO:00000339 piece of rock +ENVO:01000701 volcanic ash +ENVO:01001819 cell culturing unit +ENVO:00000557 dry dam +ENVO:00005747 compost soil +ENVO:06105026 granule of plastic foam +CHEBI:33336 lanthanum atom +ENVO:00000046 hedge +CHEBI:46923 dioxane +FOODON:00002035 milk dessert food product +UBERON:0000060 anatomical wall +ENVO:00000469 research facility +UBERON:0000486 multilaminar epithelium +UBERON:0000176 oronasal secretion +ENVO:00002005 air +FOODON:00002044 mollusc food product +ENVO:01000267 atmosphere +UBERON:0004797 blood vessel layer +CHEBI:16701 nucleoside 5'-phosphate +NCBITaxon:41196 Neolepidoptera +ENVO:03501273 listed building +FOODON:00001640 berry food product +UBERON:0000174 excreta +ENVO:01001708 anafront +ENVO:01000581 mobile phone +ENVO:02000124 lead paint +ENVO:01000170 indeterminate root nodule infection zone +ENVO:03501157 mobile intensive care ambulance +UBERON:0000073 regional part of nervous system +ENVO:00003927 stable manure +ENVO:00002231 alisol +CHEBI:61642 polystyrene polymer +ENVO:00003967 creamery +ENVO:03501264 squeegee +ENVO:00002193 pulp-bleaching waste water +ENVO:01000387 tropical deciduous broadleaf forest +ENVO:03501216 stainless steel +ENVO:01000506 concrete exterior wall +ENVO:01000809 minor planet +ENVO:01001234 recalcitrant kerogen +FOODON:00001131 poultry meat food product +UBERON:0003063 prechordal plate +UBERON:0036302 vasculature of central nervous system plus retina +ENVO:01000079 marine lysocline +ENVO:00010623 dolomite +FOODON:00002791 vetch seed (whole) +FOODON:00001035 new zealand cheddar cheese food product +ENVO:01000808 dwarf planet +ENVO:00000138 cove UBERON:0001434 skeletal system -ENVO:01001553 shore lead -CHEBI:29233 deuteron -FOODON:03400115 cheese or cheese product (us cfr) -ENVO:00000510 meander neck -FOODON:00001838 fermented cereal beverage -CHEBI:36358 polyatomic ion -ENVO:01001456 tropical mountain +NCBITaxon:6447 Mollusca +ENVO:00000045 estuary +ENVO:01000026 marine bathyal zone biome +ENVO:01000963 diatomite particle +UBERON:0001769 iris +ENVO:00000085 alpine glacier +NCBITaxon:7008 Schistocerca +UBERON:0015808 eye epithelium +ENVO:01001233 labile kerogen +ENVO:01001466 UNEP-WCMC class 6 mountain +ENVO:01000099 marine surface current +ENVO:00000496 rill +CHEBI:25585 nonmetal atom +CHEBI:131621 C19-steroid +ENVO:01001428 water-based cloud +FOODON:00001235 soy sauce food product +ENVO:01001608 kerosene oil +CHEBI:26079 phosphoric acid derivative +ENVO:03600086 water filter +ENVO:01000824 exorheic lake +ENVO:01000177 grassland biome +FOODON:00001065 blue cheese food product +ENVO:01001207 ranch +ENVO:03510058 pharmaceutical ink +ENVO:2000007 biochar +UBERON:0014793 musculature of pectoral complex +ENVO:01000178 savanna biome +ENVO:01000280 ecozone +CHEBI:35776 arsenic oxoanion +ENVO:03501328 fork +ENVO:01001388 oceanic mussel bed +CHEBI:47788 3-oxo steroid +UBERON:0010339 1st arch mandibular mesenchyme from head mesenchyme +ENVO:03501285 clothes dryer +ENVO:03501286 calf shed +UBERON:0036146 cardiopharyngeal field +ENVO:01000509 sheet-iron exterior wall +ENVO:00000035 marsh +ENVO:01000152 iron-reducing sediment +CHEBI:37045 purine ribonucleoside 5'-triphosphate +CHEBI:35366 fatty acid +CHEBI:37622 carboxamide +ENVO:01000498 pole +ENVO:01000954 alpine tree line ecotone +ENVO:01000937 impromptu campground +BFO:0000027 object aggregate +ENVO:01001151 proplyd +NCBITaxon:1437180 Acrogymnospermae +ENVO:03600038 experimental forest ecosystem +ENVO:03510017 fountain pen ink +CHEBI:79388 divalent inorganic anion +ENVO:01000213 subtropical shrubland biome +UBERON:0002271 periventricular zone of hypothalamus +PCO:0000031 organismal entity +ENVO:2000001 creosote +ENVO:03501347 hotel +ENVO:00000397 lake channel +ENVO:01000017 sand +ENVO:01000476 plaster +ENVO:01001395 necromass +ENVO:01001541 tributary glacier +ENVO:00003071 grass silage +ENVO:01000409 freshwater littoral zone +UBERON:0004785 respiratory system mucosa +ENVO:00000276 drumlin +UBERON:0003260 endoderm of hindgut +CHEBI:25111 magnesium porphyrin +UBERON:0034921 multi organ part structure +ENVO:01000288 monomictic lake +ENVO:01001382 area of attached mussel assemblages +FOODON:03401270 U.S. code of federal regulations, title 21 food product type +ENVO:03000068 nilas +ENVO:01001413 stratus cloud +UBERON:0003463 trunk bone +ENVO:01001624 glacial bed +CHEBI:37332 tropane alkaloid +ENVO:00000548 gravel field +UBERON:0002067 dermis +ENVO:06105123 synthetic polymer +ENVO:01000304 high pressure environment +FOODON:00001011 milk formula food product +CHEBI:23906 monoatomic cation +ENVO:01000598 freshwater spring +ENVO:01000367 anchialine cave +ENVO:01001707 warm front +ENVO:01000542 ozone layer +ENVO:03501173 post-anesthesia care unit facility +CHEBI:21638 N-acylglucosamine +OBI:0100026 organism +ENVO:03600066 halite +ENVO:01001476 body of liquid +CHEBI:33637 ortho-fused compound +ENVO:03501364 packaging equipment +CHEBI:26393 purine nucleoside triphosphate +ENVO:03600015 polluted river +NCBITaxon:6656 Arthropoda +NCBITaxon:314293 Simiiformes +NCBITaxon:104431 Obtectomera +UBERON:0000164 primitive urogenital sinus +ENVO:01001165 IUCN natural monument or feature +CHEBI:32988 amide +ENVO:00005805 nest of bird +ENVO:00000007 third-order administrative region +ENVO:03501107 train +UBERON:0010042 1st arch mesenchyme +ENVO:03501259 litter +ENVO:02000022 excreta material +NCBITaxon:46104 Salicornia +ENVO:00005804 nest of ant +CHEBI:18140 hydrogen halide +PO:0025496 multi-tissue plant structure +UBERON:0002285 telencephalic ventricle +ENVO:03501317 food production environmental monitoring zone 4 +ENVO:00000065 railway +ENVO:02000046 calcareous ooze +ENVO:01000466 boundary wall +ENVO:01000063 planktonic material +ENVO:01000826 open eaves +UBERON:0007245 nuclear complex of neuraxis +NCBITaxon:58023 Tracheophyta +NCBITaxon:7624 Echinozoa +ENVO:00005795 marine mud +CHEBI:83348 chlorophyllide a(2-) +CHEBI:75897 iron(2+) sulfides +ENVO:00005743 roadside soil +ENVO:01001045 oceanic subsurface zone +ENVO:01000999 rhizosphere environment +ENVO:03501228 trattoria +ENVO:03501330 cup +ENVO:01000424 patio +CHEBI:33768 titanium group molecular entity +ENVO:03000037 glacial ice ablation zone +ENVO:00000538 arrugado +ENVO:01000514 tile +NCBITaxon:9605 Homo +NCBITaxon:7003 Locusta +ENVO:00002257 podzol +ENVO:00003862 dairy +ENVO:01000528 dry toilet fixture +CHEBI:139291 chlorophyll(1-) +CHEBI:60272 aluminium ion +ENVO:01001555 frozen lead +UBERON:0010359 pharyngeal arch mesenchyme from neural crest +CHEBI:32876 tertiary amine +FOODON:00001193 fonio food product +FOODON:03400680 015 pulses (vd) (ccpr) +UBERON:1100000 digestive tract junction +UBERON:0003827 thoracic segment bone +FOODON:00002819 liver food product +ENVO:00000404 stratovolcano +ENVO:02000054 bone meal +ENVO:01001610 active layer in a cryosphere +ENVO:01000451 atmospheric carbon dioxide +PO:0006079 shoot system meristem +ENVO:03510029 primer (paint) +CHEBI:24473 halogen +ENVO:01001116 bovine dairy liquid manure +ENVO:00000055 saline evaporation pond +FOODON:00002131 plant based refined or partially-refined food product +ENVO:03510006 diesel fuel +ENVO:03501241 wind farm +ENVO:00000053 freshwater marsh +ENVO:01000972 take-out restaurant +UBERON:0002090 postcranial axial skeleton +CHEBI:26395 purine nucleotide +UBERON:0003929 digestive tract epithelium +ENVO:01000422 bathroom +UBERON:0004016 dermatome +CHEBI:61292 guanyl nucleotide +ENVO:00005784 spruce forest soil +FOODON:00001134 bovine meat food product +ENVO:03600096 step pool +ENVO:01000141 seal fall +UBERON:0001890 forebrain +ENVO:01001794 temperate broadleaf forest +UBERON:0004464 musculature of thorax +ENVO:03501300 manure +CHEBI:63471 branched-chain amino-acid anion +ENVO:01000849 flower-rich field margin strip +CHEBI:24867 monoatomic ion +NCBITaxon:4143 Lamiales +ENVO:01000540 troposphere +ENVO:00003911 sake brewery +ENVO:00000037 ditch +CHEBI:61295 guanyl ribonucleotide +FOODON:00001154 citrullus lanatus fruit food product +ENVO:01001471 atmospheric observatory system +ENVO:01000388 tropical semi-deciduous broadleaf forest +CHEBI:30879 alcohol +ENVO:00005798 acid dune sand +ENVO:02000008 cell culture +ENVO:00000343 particle of silt +ENVO:01000353 marine mesoscale eddy field +NCBITaxon:9443 Primates +ENVO:00000098 island +CHEBI:63367 monosaccharide derivative +ENVO:01001288 kaolin dust +CHEBI:23377 copper molecular entity +ENVO:00000077 agricultural ecosystem +ENVO:00002984 petroleum +CHEBI:33302 pnictogen molecular entity +ENVO:00000241 tidal mudflat +NCBITaxon:3193 Embryophyta +ENVO:01001231 kerogen +CHEBI:17997 dinitrogen +UBERON:0036244 secretion of serous membrane +ENVO:03501268 pallet +ENVO:00001996 mine drainage +CHEBI:29228 hydrogen fluoride +ENVO:00000563 pier +ENVO:03501261 wheel +ENVO:01001179 cnidarian-associated environment +ENVO:01000252 freshwater lake biome +CHEBI:30512 silver atom +UBERON:0002346 neurectoderm +ENVO:01000001 mud +NCBITaxon:3367 Cupressaceae +ENVO:03000039 cryoconite hole +ENVO:01001682 air mass +ENVO:06105205 compacted soil +ENVO:01000914 ice ablation zone +UBERON:0004297 respiratory system blood vessel smooth muscle +ENVO:00005738 foamy environmental material +ENVO:01001490 intrusion +ENVO:00002241 leptosol +UBERON:0003061 blood island +CHEBI:23449 cyclic peptide +ENVO:01000617 lentic water body +ENVO:01003003 particle of clay +CHEBI:18246 (1->4)-beta-D-glucan +CHEBI:33687 diatomic helium +ENVO:03600043 meromictic pond +ENVO:06105006 piece of plastic foam +CHEBI:33482 sulfur oxoanion +CHEBI:33265 triatomic oxygen +ENVO:01000285 holomictic lake +CHEBI:46890 silicon hydroxide +ENVO:01001528 friable-frozen soil +ENVO:00000174 isthmus +UBERON:0010337 mandibular process mesenchyme from head mesenchyme +ENVO:01000609 motor boat +ENVO:00000523 cutoff +ENVO:01000616 motorscooter +ENVO:00003860 pig manure +ENVO:03600010 membrane bioreactor +ENVO:03510023 shellac +CHEBI:33458 nitrogen oxoanion +NCBITaxon:365482 Salicornia pacifica +NCBITaxon:1892254 Oscillatoriaceae +ENVO:01000411 infralittoral zone +FOODON:00001174 plant lipid food product +CHEBI:36468 polycyclic ether +ENVO:00000522 canal tunnel +ENVO:01000559 compressed biogas +ENVO:01000256 mineral material +ENVO:01001681 weather front +UBERON:0003513 trunk blood vessel +NCBITaxon:33317 Protostomia +FOODON:00001241 processed pork meat food product +ENVO:01001876 graupel +ENVO:00002277 back-arc basin +ENVO:01000209 subtropical coniferous forest biome +CHEBI:33461 phosphorus oxoanion +ENVO:01000533 covered pit latrine with slab floor +UBERON:0010336 mandibular process mesenchyme from neural crest +ENVO:01000060 particulate environmental material +CHEBI:33484 chalcogen oxoacid +ENVO:00000120 oil palm plantation +CHEBI:27153 monoatomic trication +ENVO:01001786 inland sea +CHEBI:35295 homopolycyclic compound +FOODON:00001225 smoked meat food product +CHEBI:27638 cobalt atom +ENVO:02000095 uranium ore +ENVO:00002215 geothermal power plant +UBERON:0011137 axial skeletal system +ENVO:01000908 geothermally heated river +FOODON:03400644 a. primary food commodities of plant origin (ccpr) +ENVO:03501130 school building +UBERON:0003911 choroid plexus epithelium +CHEBI:22984 calcium atom +ENVO:01000862 turbulent aquatic surface layer +UBERON:0002342 neural crest +UBERON:0002075 viscus +ENVO:03501343 first nations reserve +CHEBI:18291 manganese atom +ENVO:00003963 warehouse +CHEBI:79387 trivalent inorganic anion +ENVO:00002045 anaerobic sediment +CHEBI:29412 oxonium +NCBITaxon:2785011 Autobranchia +CHEBI:17245 carbon monoxide +UBERON:0005178 thoracic cavity element +ENVO:01001191 water surface +ENVO:01000107 seasonal marine thermocline +CHEBI:61452 poly(ethylene terephthalate) polymer +UBERON:0001776 optic choroid +PO:0025386 cuticular wax ENVO:00000214 hadalpelagic zone -NCBITaxon:6447 Mollusca -PO:0009007 portion of plant tissue -ENVO:02000138 mangrove biome soil -ENVO:01001153 circumbinary planet -ENVO:00000515 road cut -NCBITaxon:6545 Pteriomorphia -CHEBI:24586 hexosamine -ENVO:01000499 pole-reinforced mud exterior wall -UBERON:0011363 cranial lymph vasculature -ENVO:03501283 conveyor belt -ENVO:00000351 volcanic arc -CHEBI:51132 nitroarene -ENVO:03501323 residential environment +UBERON:0003426 dermis adipose tissue +ENVO:03501319 food prossessing non-production area +CHEBI:46679 gruenerite +CHEBI:86471 pyrite +ENVO:01001145 chthonian planet +ENVO:00000298 marine iceberg +UBERON:0003102 surface structure +ENVO:00000508 terrace +ENVO:01000831 droplet +ENVO:01000158 marine snow +ENVO:00003094 L-(+)-tartrate enriched soil +UBERON:0002199 integument +ENVO:03501366 screw conveyor +ENVO:00003045 bacon curing brine +UBERON:0006603 presumptive mesoderm +ENVO:01000552 natural gas +CHEBI:10545 electron +ENVO:00002272 waste treatment plant +ENVO:2000010 bitumous coal +ENVO:00000009 national geopolitical entity +ENVO:01001809 subtropical grassland +ENVO:00002183 oil tank +ENVO:01001076 oxic lake +ENVO:01000132 thermophilic sediment +FOODON:03310006 fermented bean product +ENVO:00000528 ice cap ridge +UBERON:0007010 cleaving embryo +ENVO:00000192 mudflat +ENVO:01001808 montane grassland +FOODON:00001190 rye food product +CHEBI:28685 molybdenum atom +ENVO:02000114 paraffin wax fume +NCBITaxon:1177 Nostoc +ENVO:00000275 ocean trench +ENVO:03501140 chaplaincy unit facility +ENVO:00000033 pond +ENVO:2000006 nest of termite +FOODON:00001221 sausage (raw, smoked) +ENVO:03600068 ice wedge +ENVO:00003030 silage +ENVO:01000383 temperate evergreen needleleaf forest +ENVO:00005772 orchard soil +CHEBI:33561 d-block element atom +ENVO:00000071 fault cave +UBERON:0000913 interstitial fluid +ENVO:01001206 grassland ecosystem +CHEBI:30222 neutron +ENVO:00000484 polynya +ENVO:01001462 UNEP-WCMC class 2 mountain +ENVO:01001056 environment determined by a biofilm on a saline surface +ENVO:02000040 mucus material +ENVO:00003919 research station +ENVO:03000082 thermokarst lake +ENVO:01000539 mesosphere +CHEBI:38773 quinolinemonocarboxylate +NCBITaxon:1890449 Microcystaceae +ENVO:03600092 artificial pond +CHEBI:37076 ribonucleoside 5'-triphosphate +UBERON:0007828 girdle bone/zone +ENVO:01001472 marine observatory system +ENVO:00000455 tarn +CHEBI:63732 1,1-diol +UBERON:0006612 shell +CHEBI:33641 olefin +ENVO:01000647 asthenosphere +ENVO:01001538 frost-formed hummock +ENVO:01001676 marine cline +ENVO:01001114 feed storage space +UBERON:0036303 vasculature of central nervous system +ENVO:01000120 clay sediment +UBERON:3000977 body external integument structure +ENVO:01000250 subpolar coniferous forest biome +ENVO:01001785 land +ENVO:03501195 assisted living facility +FOODON:00002196 refined or partially-refined food product +ENVO:01000595 cupboard +ENVO:00000181 nunatak +ENVO:00003894 face cream product +ENVO:01000292 warm polymictic lake +ENVO:01000420 building part +ENVO:00002117 creosote contaminated soil +ENVO:00002168 gold mine +ENVO:00002266 chicken breeding waste material +ENVO:00000555 check dam +UBERON:0002616 regional part of brain +ENVO:03600050 space station +ENVO:00000424 lake island ENVO:01001269 area of developed space -ENVO:03501236 business park -ENVO:01001552 flaw lead -ENVO:00000314 alluvial fan -NCBITaxon:3699 Brassicales -ENVO:01000804 astronomical object -ENVO:01001143 lava planet -UBERON:0000077 mixed endoderm/mesoderm-derived structure -ENVO:01000406 snow -ENVO:01000884 area of developed space with low usage intensity -ENVO:00000272 confluence -OBI:0000047 processed material -UBERON:0007100 primary circulatory organ -ENVO:03500011 violent environment -ENVO:00002870 adobe -CHEBI:24828 indoles -CHEBI:30216 alpha-particle -ENVO:03501280 mausoleum -ENVO:00000343 particle of silt -ENVO:01000962 diatomite -CHEBI:83820 non-proteinogenic amino acid -ENVO:03501114 public train -FOODON:00001127 cow milk cheese -ENVO:01000784 illegal informal settlement -CHEBI:25701 organic oxide +ENVO:01000485 quartz glass +ENVO:01000390 temperate mixed needleleaf forest +UBERON:0019207 chorioretinal region +CHEBI:49828 praseodymium atom +FOODON:00002450 multi-component honey product NCBITaxon:2697495 Spiralia -ENVO:01001814 organic object -ENVO:01001396 abyssal clay -ENVO:00000462 polygenetic volcanic field -ENVO:01001808 montane grassland -ENVO:00000184 hanging valley -ENVO:00000146 snow field -ENVO:01000282 sedimentary stratum -ENVO:01000356 granite -ENVO:00000128 dry valley -FOODON:03412637 konjac plant -ENVO:00000268 lake bed -NCBITaxon:6960 Hexapoda -ENVO:00000482 sea floor -ENVO:01001035 environment determined by a biofilm on a fungal surface -ENVO:01001647 colloid suspended in a hydrosphere -CHEBI:33743 manganese group molecular entity +ENVO:03500020 non-lead solder +ENVO:01001144 sub-Earth +CHEBI:166975 soybean oil +NCBITaxon:436491 Theropoda +ENVO:01001817 biomaterial culturing unit +UBERON:0001768 uvea +ENVO:01003002 particle +FOODON:03400209 fruit jelly (us cfr) +ENVO:01000363 erosional cave +ENVO:06105009 plastic line +FOODON:03317170 meat (whole or parts) +NCBITaxon:9347 Eutheria +ENVO:01000805 globular star cluster +ENVO:01000321 sea water environment +ENVO:00000553 multipurpose dam +FOODON:00001272 zebra milk beverage +FOODON:00001283 poultry food product +UBERON:0000476 acellular anatomical structure +ENVO:00000162 tea plantation +ENVO:01000507 iron sheet +ENVO:01001340 semi-diurnal marine tidal flow zone +NCBITaxon:35493 Streptophyta +UBERON:0003304 mesoderm blood island +ENVO:01000755 aeroform +CHEBI:62967 amorphous cellulose +UBERON:0002020 gray matter +FOODON:00001079 food (pickled) +ENVO:00002131 epilimnion +ENVO:01000524 outhouse +UBERON:8450002 excretory system +FOODON:00001009 hot dog +ENVO:02000027 blood plasma material +UBERON:0009472 axilla +ENVO:00000473 gravel pit +FOODON:03315150 mammalian milk product +ENVO:01001524 frozen land +CHEBI:58072 carbon monoxide(1+) +UBERON:0005358 ventricle of nervous system +ENVO:01001411 nimbostratus cloud +ENVO:03501303 natural-based polymer +NCBITaxon:4436 Batis maritima +ENVO:00000153 headwater +CHEBI:16301 nitrite +CHEBI:29237 deuterium atom +ENVO:03000063 new ice +ENVO:00002171 hay compost +CHEBI:33345 titanium group element atom +ENVO:01001160 cirrus cloud +ENVO:03501320 food production low-risk contamination area +UBERON:0003566 head connective tissue +CHEBI:46661 asbestos +CHEBI:36934 nitrogen-15 atom +FOODON:03315302 cocoa food product +ENVO:00003086 ethanol enriched soil +ENVO:00000499 trough +ENVO:01001788 marine ecosystem +ENVO:00000223 continental shelf +ENVO:00000556 wing dam +NCBITaxon:1206795 Lophotrochozoa +ENVO:03501206 shopping center +ENVO:01001409 altocumulus cloud +ENVO:00000038 lagoon ENVO:01000596 clock -ENVO:00000365 Ramsar site -ENVO:02000000 hypodermic needle -FOODON:00001035 new zealand cheddar cheese food product -ENVO:01001475 omics observatory system -ENVO:01001718 secondary cold front -ENVO:01001836 montane biome -ENVO:01000374 dry woodland -UBERON:0005389 transparent eye structure -ENVO:01001305 vegetated area -ENVO:01001041 fungi-associated environment -ENVO:01000617 lentic water body -PO:0025606 native plant cell -ENVO:00005781 heat stressed soil -FOODON:00001259 non-fruit wine food product -ENVO:01000089 shelf-slope/shelf-break front -CHEBI:36562 main-group coordination entity -ENVO:01001279 sidewalk -ENVO:01000777 nurdle -ENVO:01000688 lake coast -CHEBI:38669 pyrazolopyrimidine -CHEBI:27889 lead(0) -ENVO:01000156 biofilm material -FOODON:00001157 pomaceous fruit juice beverage -UBERON:0014783 cloacal muscle -ENVO:01001717 neutral occluded front -UBERON:0015783 smooth muscle layer in fatty layer of subcutaneous tissue -ENVO:01000464 non-hydraulic cement -ENVO:01000175 woodland biome -CHEBI:21656 N-acyl-hexosamine -UBERON:0034995 jaw mesenchyme -CHEBI:25900 aldopentose phosphate -CHEBI:86471 pyrite -ENVO:01001706 cold front -ENVO:01001111 fossil worm burrow -NCBITaxon:13100 Juniperus -ENVO:01000212 temperate mixed forest biome -ENVO:01000147 marine coral reef fore reef -UBERON:0005057 immune organ -ENVO:01001793 subtropical broadleaf forest -ENVO:01001556 pack ice mass -ENVO:01001285 talc dust -FOODON:00001296 sheep milk cheese (unpasteurized) -ENVO:01001350 ice accumulation zone -CHEBI:65212 polysaccharide derivative -ENVO:00000086 plain -ENVO:00000407 subglacial volcano -UBERON:0002072 hypodermis -ENVO:01001515 freshwater congelation ice -ENVO:01000080 pelagic isothermal surface -ENVO:00002035 meteorite -ENVO:01000297 freshwater river -FOODON:00001252 animal derived beverage -ENVO:01000224 mediterranean grassland biome -ENVO:00000127 badland -CHEBI:33299 alkaline earth molecular entity -NCBITaxon:106220 Mytiloidea -ENVO:03501247 humpback bridge -ENVO:03501350 physician office -ENVO:00000509 marine terrace -ENVO:00000104 undersea feature -ENVO:03501238 hillock -RO:0002577 system -ENVO:01001317 estuarine tidal riverine coastal surface layer -ENVO:00003095 quinate enriched soil -ENVO:01000560 charcoal -ENVO:00000477 mount -ENVO:03600002 cooling water -FOODON:00001219 sausage (cooked, smoked) -ENVO:03501240 skerry -NCBITaxon:197562 Pancrustacea -UBERON:3000972 head external integument structure -ENVO:01001179 cnidarian-associated environment -ENVO:01001674 lysocline +CHEBI:53310 copolymer macromolecule +CHEBI:38252 phorbines +ENVO:01000234 mafic lava +NCBITaxon:13468 Cupressus +ENVO:00000331 stalactite +ENVO:02000126 wood ash +ENVO:00005780 greenhouse soil +UBERON:0007688 anlage +NCBITaxon:169705 Cocoseae +FOODON:00001261 vegetable food product +ENVO:00000036 irrigation canal +CHEBI:82664 iron(0) +ENVO:00000390 mountain spur +ENVO:02000090 ash +ENVO:01001869 fracking liquid +FOODON:00001222 sausage (raw) +ENVO:03501112 public bus +ENVO:03501129 educational facility UBERON:0006596 presumptive blood -CHEBI:33484 chalcogen oxoacid +CHEBI:22314 alkali metal atom +CHEBI:140503 kaolin +ENVO:00000520 landslide +UBERON:0002481 bone tissue +ENVO:03501281 bowling alley +ENVO:01000018 gravel +NCBITaxon:6548 Mytilus +ENVO:00000386 river mouth +ENVO:01000642 outer planetary core +NCBITaxon:436489 Saurischia +ENVO:00000292 watershed +CHEBI:26523 reactive oxygen species +ENVO:01000265 hydrothermal seep +UBERON:0010259 1st arch mesenchyme from neural crest +ENVO:03400013 falling snow +ENVO:01000286 dimictic lake +FOODON:00001206 lupin seed food product +FOODON:00001162 grape extract +ENVO:01000368 anchialine pool +FOODON:00001031 gorgonzola cheese food product +ENVO:01000611 bus +ENVO:00000002 anthropogenic geographic feature +CHEBI:27364 zinc molecular entity +ENVO:01001873 hatchery +ENVO:03501212 handrail +UBERON:0000077 mixed endoderm/mesoderm-derived structure +UBERON:0010323 cranial skeletal system +CHEBI:33861 transition element coordination entity +UBERON:0004151 cardiac chamber +ENVO:00000477 mount UBERON:0001242 intestinal mucosa -ENVO:00000140 drainage ditch -ENVO:02000108 cotton dust -ENVO:01001850 frost -UBERON:0004905 articulation -CHEBI:37045 purine ribonucleoside 5'-triphosphate -ENVO:00012411 karst cave -FOODON:00001025 camembert cheese food product -ENVO:01001045 oceanic subsurface zone -ENVO:00000082 hill range -ENVO:01000304 high pressure environment -ENVO:00000287 butte -ENVO:03501225 coffeehouse -ENVO:01000912 cloud condensation nucleus -ENVO:01001089 aerosolised solids -ENVO:03600004 drinking water treatment plant -UBERON:0014387 mesenchyme derived from neural crest -UBERON:0005944 axial skeleton plus cranial skeleton -UBERON:0005498 primitive heart tube -CHEBI:26833 sulfur atom -CHEBI:60004 mixture -FOODON:03316694 vegetable fat food product -ENVO:01000311 cultivated environment -ENVO:00002154 radioactive sediment -ENVO:01001406 laboratory facility -CHEBI:29412 oxonium -CHEBI:33267 elemental nitrogen -FOODON:00001258 food (fermented) -CHEBI:167564 paralytic shellfish toxin -ENVO:01001004 groundwater -UBERON:0004768 bone of lower jaw -FOODON:00001696 cattle cured meat food product -ENVO:01000686 marine water mass -ENVO:01000289 cold monomictic lake -ENVO:00000119 planted forest -CHEBI:137980 metalloid atom -CHEBI:82661 diatomaceous earth -ENVO:01000640 planetary mantle -UBERON:0001710 lower jaw region -CHEBI:37191 silicon oxoanion -CHEBI:21638 N-acylglucosamine -ENVO:01000008 microbial mat -UBERON:0004765 skeletal element -ENVO:00000398 volcanic cone -ENVO:00000229 intermittent estuary -FOODON:00001061 bacon food product -CHEBI:15422 ATP -ENVO:01001870 gas well -ENVO:00000467 university campus -ENVO:00000319 low tide zone -ENVO:01001701 tropical environment -ENVO:03501123 airport terminal -ENVO:02000140 fluid environmental material -ENVO:01000026 marine bathyal zone biome -UBERON:0019207 chorioretinal region -ENVO:01000388 tropical semi-deciduous broadleaf forest -ENVO:02000031 breast milk material -CHEBI:30050 gold(0) -ENVO:00005803 animal habitation -NCBITaxon:8287 Sarcopterygii -ENVO:01000099 marine surface current -ENVO:01000153 sulphate-reducing sediment -ENVO:01001395 necromass -ENVO:01000173 anoxic water -ENVO:03501277 orangery -NCBITaxon:2864 Dinophyceae -ENVO:06105013 marine biota -ENVO:01000731 igneous extrusion -CHEBI:33833 heteroarene -CHEBI:37826 sulfuric acid derivative -FOODON:03420307 seed oil -CHEBI:36341 boson -CHEBI:26822 sulfide -UBERON:0000177 pus -ENVO:01000851 methane clathrate +ENVO:0010001 anthropogenic environmental material +ENVO:01001848 rime +ENVO:01001135 desert planet +FOODON:00002645 food product by process +ENVO:00000547 waterhole +ENVO:00000005 first-order administrative region +ENVO:02000145 subterranean lake +ENVO:01001100 convergent plate boundary +NCBITaxon:7088 Lepidoptera +UBERON:0004807 respiratory system epithelium +ENVO:00009725 ice piedmont +ENVO:03510020 degreaser +ENVO:01000190 flooded savanna biome +ENVO:01001713 upper front +PO:0025004 plant axis +ENVO:00000530 apron +ENVO:06105115 fishing gear +CHEBI:33400 platinum(0) +ENVO:00003081 metal contaminated soil +ENVO:00000179 mesa +ENVO:00002871 alluvial soil +ENVO:03510056 methyl cellulose paste +ENVO:01000004 concentration basin mediterranean sea biome +NCBITaxon:436492 Coelurosauria +CHEBI:16646 carbohydrate +ENVO:00000437 Nye channel +CHEBI:36309 cyclic tetrapyrrole +ENVO:01001718 secondary cold front +ENVO:01000991 bathtub fixture +CHEBI:29125 arsenate(3-) +ENVO:01001419 cumulonimbus cloud +ENVO:03501147 general surgery unit facility +CHEBI:46664 chrysotile +ENVO:01000210 tropical coniferous forest biome +ENVO:00002138 beach sand +NCBITaxon:28073 Lyngbya +ENVO:01000571 cold-blast paraffin lantern +NCBITaxon:7004 Locusta migratoria +ENVO:01001279 sidewalk +UBERON:0007383 enveloping layer of ectoderm +CHEBI:33266 diatomic nitrogen +ENVO:00000395 channel of a watercourse +ENVO:01000157 microbial mat material +ENVO:03600000 cleanroom +UBERON:0006240 future forebrain +ENVO:00000432 monadnock +ENVO:01001324 estuarine tidal riverine coastal pycnocline +ENVO:01000734 laccolith +ENVO:01000889 area of lichen-dominated vegetation +NCBITaxon:4447 Liliopsida +ENVO:03000128 acidic water-based rain +UBERON:0004177 hemopoietic organ +ENVO:01000248 dense settlement biome +CHEBI:33582 carbon group molecular entity +ENVO:01001002 animal-associated environment +ENVO:00000856 city +ENVO:00000087 cliff +ENVO:01001178 pasturable land diff --git a/notebooks/post_google_sheets_soil_env_medium.ipynb b/notebooks/post_google_sheets_soil_env_medium.ipynb index 4f8cf540..7d00284f 100644 --- a/notebooks/post_google_sheets_soil_env_medium.ipynb +++ b/notebooks/post_google_sheets_soil_env_medium.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.371956Z", - "start_time": "2024-11-05T02:02:52.658158Z" + "end_time": "2024-11-05T18:47:24.765712Z", + "start_time": "2024-11-05T18:47:22.034752Z" } }, "source": [ @@ -23,185 +23,799 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.380063Z", - "start_time": "2024-11-05T02:02:55.376775Z" + "end_time": "2024-11-05T18:47:24.773139Z", + "start_time": "2024-11-05T18:47:24.769995Z" + } + }, + "cell_type": "code", + "source": "pd.set_option('future.no_silent_downcasting', True)", + "id": "d30a0cf4fa9eaf10", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T18:47:24.832245Z", + "start_time": "2024-11-05T18:47:24.829580Z" } }, "cell_type": "code", "source": "adapter_string = \"sqlite:obo:envo\"", "id": "2148e2b371b9d3c1", "outputs": [], - "execution_count": 2 + "execution_count": 3 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.449896Z", - "start_time": "2024-11-05T02:02:55.447093Z" + "end_time": "2024-11-05T18:47:24.875012Z", + "start_time": "2024-11-05T18:47:24.872302Z" } }, "cell_type": "code", "source": "target_labels = [\"soil\"]", "id": "2b9221b70ebed187", "outputs": [], - "execution_count": 3 + "execution_count": 4 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.492930Z", - "start_time": "2024-11-05T02:02:55.490034Z" + "end_time": "2024-11-05T18:47:24.921931Z", + "start_time": "2024-11-05T18:47:24.919185Z" } }, "cell_type": "code", "source": "exclusion_labels = [\"enriched soil\"]", "id": "dc91a47fb8762a09", "outputs": [], - "execution_count": 4 + "execution_count": 5 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.539437Z", - "start_time": "2024-11-05T02:02:55.536370Z" + "end_time": "2024-11-05T18:47:24.969230Z", + "start_time": "2024-11-05T18:47:24.966336Z" } }, "cell_type": "code", "source": "output_file = \"post_google_sheets_soil_env_medium.tsv\"", "id": "4737c7dfdaa5400e", "outputs": [], - "execution_count": 5 + "execution_count": 6 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.586905Z", - "start_time": "2024-11-05T02:02:55.583456Z" + "end_time": "2024-11-05T18:47:25.015181Z", + "start_time": "2024-11-05T18:47:25.012075Z" } }, "cell_type": "code", - "source": "excludable_soils_filename = \"discover_excludable_soils.tsv\"", + "source": "excludable_soils_filename = \"discover_excludable_soils_curated.tsv\"", "id": "77be6f0893e612eb", "outputs": [], - "execution_count": 6 + "execution_count": 7 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.638120Z", - "start_time": "2024-11-05T02:02:55.630798Z" + "end_time": "2024-11-05T18:47:25.067282Z", + "start_time": "2024-11-05T18:47:25.059358Z" } }, "cell_type": "code", - "source": "excludable_soils_frame = pd.read_csv(excludable_soils_filename, sep=\"\\t\")", + "source": [ + "excludable_soils_frame = pd.read_csv(excludable_soils_filename, sep=\"\\t\")\n", + "\n", + "excludable_soils_frame['relation_is_reasonable'] = excludable_soils_frame['relation_is_reasonable'].fillna(False)" + ], "id": "e5ae95cb54367e20", "outputs": [], - "execution_count": 7 + "execution_count": 8 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.684690Z", - "start_time": "2024-11-05T02:02:55.677544Z" + "end_time": "2024-11-05T18:47:25.110304Z", + "start_time": "2024-11-05T18:47:25.105980Z" } }, "cell_type": "code", "source": [ - "reasonable_frame = excludable_soils_frame[excludable_soils_frame['relation_is_reasonable']]\n", - "# filter out rows with null/NA values\n", - "reasonable_frame = reasonable_frame.dropna()" + "reasonable_frame = excludable_soils_frame[\n", + " (excludable_soils_frame['relation_is_reasonable']) |\n", + " (excludable_soils_frame['override'] == 'exclude soil')\n", + "]\n" ], "id": "536b8ecb525febe9", "outputs": [], - "execution_count": 8 + "execution_count": 9 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.731929Z", - "start_time": "2024-11-05T02:02:55.728362Z" + "end_time": "2024-11-05T18:47:25.159320Z", + "start_time": "2024-11-05T18:47:25.154209Z" + } + }, + "cell_type": "code", + "source": [ + "reasonable_frame = reasonable_frame[reasonable_frame['override'] != 'keep soil']\n", + "\n", + "reasonable_frame = reasonable_frame.dropna(subset=['sole_reasonable_other', 'sole_soil'])" + ], + "id": "7d638550e53542f9", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T18:47:25.205035Z", + "start_time": "2024-11-05T18:47:25.202217Z" } }, "cell_type": "code", "source": "soil_env_local_scale_filename = \"post_google_sheets_soil_env_local_scale.tsv\"", "id": "8a0972d756eb0bbf", "outputs": [], - "execution_count": 9 + "execution_count": 11 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.780742Z", - "start_time": "2024-11-05T02:02:55.775275Z" + "end_time": "2024-11-05T18:47:25.253414Z", + "start_time": "2024-11-05T18:47:25.248808Z" } }, "cell_type": "code", "source": "soil_env_local_scale_frame = pd.read_csv(soil_env_local_scale_filename, sep=\"\\t\")", "id": "89dbf4c1953b5b92", "outputs": [], - "execution_count": 10 + "execution_count": 12 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.828339Z", - "start_time": "2024-11-05T02:02:55.823231Z" + "end_time": "2024-11-05T18:47:25.300512Z", + "start_time": "2024-11-05T18:47:25.296196Z" } }, "cell_type": "code", "source": [ - "soils_with_final_local_constraints = reasonable_frame[\n", - " reasonable_frame['sole_reasonable_other'].isin(soil_env_local_scale_frame['label'])\n", + "soils_with_local_or_override_exclusion_justification = reasonable_frame[\n", + " (reasonable_frame['sole_reasonable_other'].isin(soil_env_local_scale_frame['label'])) |\n", + " (reasonable_frame['override'] == 'exclude soil')\n", "]" ], "id": "7e728b28efcebb4c", "outputs": [], - "execution_count": 11 + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-05T18:47:25.368798Z", + "start_time": "2024-11-05T18:47:25.343136Z" + } + }, + "cell_type": "code", + "source": "soils_with_local_or_override_exclusion_justification", + "id": "2611cb2995c57f98", + "outputs": [ + { + "data": { + "text/plain": [ + " s s_is_soil s_is_reasonable_other slab \\\n", + "51 ENVO:00002259 True False agricultural soil \n", + "53 ENVO:00002260 True False dune soil \n", + "55 ENVO:00002261 True False forest soil \n", + "59 ENVO:00002263 True False garden soil \n", + "60 ENVO:00002263 True False garden soil \n", + "108 ENVO:00005743 True False roadside soil \n", + "112 ENVO:00005746 True False savanna soil \n", + "119 ENVO:00005750 True False grassland soil \n", + "126 ENVO:00005755 True False field soil \n", + "136 ENVO:00005761 True False meadow soil \n", + "143 ENVO:00005764 True False pond soil \n", + "156 ENVO:00005772 True False orchard soil \n", + "157 ENVO:00005772 True False orchard soil \n", + "159 ENVO:00005773 True False pasture soil \n", + "168 ENVO:00005777 True False steppe soil \n", + "195 ENVO:01001526 True False frozen soil \n", + "209 ENVO:02000138 True False mangrove biome soil \n", + "227 ENVO:00000044 False True peatland \n", + "400 NaN NaN NaN NaN \n", + "401 NaN NaN NaN NaN \n", + "402 NaN NaN NaN NaN \n", + "\n", + " p plab p_lab_or_id \\\n", + "51 BFO:0000050 part of part of \n", + "53 BFO:0000050 part of part of \n", + "55 RO:0001025 located in located in \n", + "59 BFO:0000050 part of part of \n", + "60 RO:0001025 located in located in \n", + "108 RO:0001025 located in located in \n", + "112 RO:0001025 located in located in \n", + "119 RO:0001025 located in located in \n", + "126 BFO:0000050 part of part of \n", + "136 BFO:0000050 part of part of \n", + "143 RO:0002220 adjacent to adjacent to \n", + "156 BFO:0000050 part of part of \n", + "157 RO:0001025 located in located in \n", + "159 RO:0001025 located in located in \n", + "168 RO:0001025 located in located in \n", + "195 BFO:0000050 part of part of \n", + "209 RO:0001025 located in located in \n", + "227 RO:0002473 composed primarily of composed primarily of \n", + "400 NaN NaN NaN \n", + "401 NaN NaN NaN \n", + "402 NaN NaN NaN \n", + "\n", + " relation_is_reasonable o o_is_soil o_is_reasonable_other \\\n", + "51 True ENVO:00000077 False True \n", + "53 True ENVO:00000170 False True \n", + "55 True ENVO:00000111 False True \n", + "59 True ENVO:00000011 False True \n", + "60 True ENVO:00000011 False True \n", + "108 True ENVO:01000447 False True \n", + "112 True ENVO:00000261 False True \n", + "119 True ENVO:00000106 False True \n", + "126 True ENVO:00000114 False True \n", + "136 True ENVO:00000108 False True \n", + "143 True ENVO:00000033 False True \n", + "156 True ENVO:00000115 False True \n", + "157 True ENVO:00000115 False True \n", + "159 True ENVO:00000266 False True \n", + "168 True ENVO:00000262 False True \n", + "195 True ENVO:01001524 False True \n", + "209 True ENVO:01000181 False False \n", + "227 True ENVO:00005774 True False \n", + "400 False NaN NaN NaN \n", + "401 False NaN NaN NaN \n", + "402 False NaN NaN NaN \n", + "\n", + " olab slab_olab_cosine sole_reasonable_other \\\n", + "51 agricultural ecosystem 0.775632 agricultural ecosystem \n", + "53 dune 0.666667 dune \n", + "55 forested area 0.585369 forested area \n", + "59 garden 0.738549 garden \n", + "60 garden 0.738549 garden \n", + "108 roadside 0.784465 roadside \n", + "112 savanna 0.763763 savanna \n", + "119 grassland area 0.714286 grassland area \n", + "126 agricultural field 0.596285 agricultural field \n", + "136 meadow ecosystem 0.678401 meadow ecosystem \n", + "143 pond 0.666667 pond \n", + "156 orchard 0.763763 orchard \n", + "157 orchard 0.763763 orchard \n", + "159 pasture 0.763763 pasture \n", + "168 steppe 0.738549 steppe \n", + "195 frozen land 0.727273 frozen land \n", + "209 mangrove biome 0.858395 mangrove biome \n", + "227 peat soil 0.589256 peatland \n", + "400 NaN NaN farm \n", + "401 NaN NaN greenhouse \n", + "402 NaN NaN volcano \n", + "\n", + " sole_soil override \n", + "51 agricultural soil NaN \n", + "53 dune soil NaN \n", + "55 forest soil NaN \n", + "59 garden soil NaN \n", + "60 garden soil NaN \n", + "108 roadside soil NaN \n", + "112 savanna soil NaN \n", + "119 grassland soil NaN \n", + "126 field soil NaN \n", + "136 meadow soil NaN \n", + "143 pond soil NaN \n", + "156 orchard soil exclude soil \n", + "157 orchard soil NaN \n", + "159 pasture soil NaN \n", + "168 steppe soil NaN \n", + "195 frozen soil NaN \n", + "209 mangrove biome soil exclude soil \n", + "227 peat soil NaN \n", + "400 farm soil exclude soil \n", + "401 greenhouse soil exclude soil \n", + "402 volcanic soil exclude soil " + ], + "text/html": [ + "
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ss_is_soils_is_reasonable_otherslabpplabp_lab_or_idrelation_is_reasonableoo_is_soilo_is_reasonable_otherolabslab_olab_cosinesole_reasonable_othersole_soiloverride
51ENVO:00002259TrueFalseagricultural soilBFO:0000050part ofpart ofTrueENVO:00000077FalseTrueagricultural ecosystem0.775632agricultural ecosystemagricultural soilNaN
53ENVO:00002260TrueFalsedune soilBFO:0000050part ofpart ofTrueENVO:00000170FalseTruedune0.666667dunedune soilNaN
55ENVO:00002261TrueFalseforest soilRO:0001025located inlocated inTrueENVO:00000111FalseTrueforested area0.585369forested areaforest soilNaN
59ENVO:00002263TrueFalsegarden soilBFO:0000050part ofpart ofTrueENVO:00000011FalseTruegarden0.738549gardengarden soilNaN
60ENVO:00002263TrueFalsegarden soilRO:0001025located inlocated inTrueENVO:00000011FalseTruegarden0.738549gardengarden soilNaN
108ENVO:00005743TrueFalseroadside soilRO:0001025located inlocated inTrueENVO:01000447FalseTrueroadside0.784465roadsideroadside soilNaN
112ENVO:00005746TrueFalsesavanna soilRO:0001025located inlocated inTrueENVO:00000261FalseTruesavanna0.763763savannasavanna soilNaN
119ENVO:00005750TrueFalsegrassland soilRO:0001025located inlocated inTrueENVO:00000106FalseTruegrassland area0.714286grassland areagrassland soilNaN
126ENVO:00005755TrueFalsefield soilBFO:0000050part ofpart ofTrueENVO:00000114FalseTrueagricultural field0.596285agricultural fieldfield soilNaN
136ENVO:00005761TrueFalsemeadow soilBFO:0000050part ofpart ofTrueENVO:00000108FalseTruemeadow ecosystem0.678401meadow ecosystemmeadow soilNaN
143ENVO:00005764TrueFalsepond soilRO:0002220adjacent toadjacent toTrueENVO:00000033FalseTruepond0.666667pondpond soilNaN
156ENVO:00005772TrueFalseorchard soilBFO:0000050part ofpart ofTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soilexclude soil
157ENVO:00005772TrueFalseorchard soilRO:0001025located inlocated inTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soilNaN
159ENVO:00005773TrueFalsepasture soilRO:0001025located inlocated inTrueENVO:00000266FalseTruepasture0.763763pasturepasture soilNaN
168ENVO:00005777TrueFalsesteppe soilRO:0001025located inlocated inTrueENVO:00000262FalseTruesteppe0.738549steppesteppe soilNaN
195ENVO:01001526TrueFalsefrozen soilBFO:0000050part ofpart ofTrueENVO:01001524FalseTruefrozen land0.727273frozen landfrozen soilNaN
209ENVO:02000138TrueFalsemangrove biome soilRO:0001025located inlocated inTrueENVO:01000181FalseFalsemangrove biome0.858395mangrove biomemangrove biome soilexclude soil
227ENVO:00000044FalseTruepeatlandRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00005774TrueFalsepeat soil0.589256peatlandpeat soilNaN
400NaNNaNNaNNaNNaNNaNNaNFalseNaNNaNNaNNaNNaNfarmfarm soilexclude soil
401NaNNaNNaNNaNNaNNaNNaNFalseNaNNaNNaNNaNNaNgreenhousegreenhouse soilexclude soil
402NaNNaNNaNNaNNaNNaNNaNFalseNaNNaNNaNNaNNaNvolcanovolcanic soilexclude soil
\n", + "
" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 14 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.874748Z", - "start_time": "2024-11-05T02:02:55.870943Z" + "end_time": "2024-11-05T18:47:25.445049Z", + "start_time": "2024-11-05T18:47:25.442181Z" } }, "cell_type": "code", - "source": "soils_reiterating_broad_or_local = set(soils_with_final_local_constraints['sole_soil'].unique())\n", + "source": "soils_reiterating_broad_or_local = set(soils_with_local_or_override_exclusion_justification['sole_soil'].unique())\n", "id": "bff5dcb1cee90fb", "outputs": [], - "execution_count": 12 + "execution_count": 15 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.950307Z", - "start_time": "2024-11-05T02:02:55.918722Z" + "end_time": "2024-11-05T18:47:25.513682Z", + "start_time": "2024-11-05T18:47:25.483274Z" } }, "cell_type": "code", "source": "adapter = get_adapter(adapter_string)", "id": "7709e378f4d117eb", "outputs": [], - "execution_count": 13 + "execution_count": 16 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:55.976065Z", - "start_time": "2024-11-05T02:02:55.973447Z" + "end_time": "2024-11-05T18:47:25.564312Z", + "start_time": "2024-11-05T18:47:25.561362Z" } }, "cell_type": "code", "source": "targets = set()", "id": "1bbc3b1ad9958a37", "outputs": [], - "execution_count": 14 + "execution_count": 17 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:56.130636Z", - "start_time": "2024-11-05T02:02:56.014255Z" + "end_time": "2024-11-05T18:47:25.710295Z", + "start_time": "2024-11-05T18:47:25.593009Z" } }, "cell_type": "code", @@ -215,7 +829,7 @@ " if adapter.label(d) not in soils_reiterating_broad_or_local:\n", " targets.add(d)\n", " else:\n", - " print(f\"Skipping {d} {adapter.label(d)} because its differentia can be expressed in terms of the braod or local scale\")\n", + " print(f\"Excluding {d} {adapter.label(d)} because its differentia can be expressed in terms of the broad or local scale\")\n", " \n", "print(len(targets))" ], @@ -225,34 +839,36 @@ "name": "stdout", "output_type": "stream", "text": [ - "Skipping ENVO:00005743 roadside soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00002263 garden soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005758 alluvial swamp soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005773 pasture soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00002260 dune soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005746 savanna soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005774 peat soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00002259 agricultural soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005755 field soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005764 pond soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005777 steppe soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005769 mountain forest soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005761 meadow soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00002871 alluvial soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:01001526 frozen soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00002261 forest soil because its differentia can be expressed in terms of the braod or local scale\n", - "Skipping ENVO:00005750 grassland soil because its differentia can be expressed in terms of the braod or local scale\n", - "113\n" + "Excluding ENVO:00005743 roadside soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00002263 garden soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005773 pasture soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005772 orchard soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00002260 dune soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:02000138 mangrove biome soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005746 savanna soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005774 peat soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00002259 agricultural soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005755 field soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005764 pond soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005780 greenhouse soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005777 steppe soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005749 farm soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005761 meadow soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:01001841 volcanic soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:01001526 frozen soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00002261 forest soil because its differentia can be expressed in terms of the broad or local scale\n", + "Excluding ENVO:00005750 grassland soil because its differentia can be expressed in terms of the broad or local scale\n", + "111\n" ] } ], - "execution_count": 15 + "execution_count": 18 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:56.195233Z", - "start_time": "2024-11-05T02:02:56.156325Z" + "end_time": "2024-11-05T18:47:25.772432Z", + "start_time": "2024-11-05T18:47:25.735954Z" } }, "cell_type": "code", @@ -273,17 +889,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "80\n" + "78\n" ] } ], - "execution_count": 16 + "execution_count": 19 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:56.254162Z", - "start_time": "2024-11-05T02:02:56.220465Z" + "end_time": "2024-11-05T18:47:25.829465Z", + "start_time": "2024-11-05T18:47:25.797214Z" } }, "cell_type": "code", @@ -303,13 +919,13 @@ ], "id": "4301a231897de6d9", "outputs": [], - "execution_count": 17 + "execution_count": 20 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T02:02:56.283763Z", - "start_time": "2024-11-05T02:02:56.281624Z" + "end_time": "2024-11-05T18:47:25.859058Z", + "start_time": "2024-11-05T18:47:25.856739Z" } }, "cell_type": "code", diff --git a/notebooks/post_google_sheets_soil_env_medium.tsv b/notebooks/post_google_sheets_soil_env_medium.tsv index 7e8bf9cf..78bae009 100644 --- a/notebooks/post_google_sheets_soil_env_medium.tsv +++ b/notebooks/post_google_sheets_soil_env_medium.tsv @@ -1,81 +1,79 @@ id label +ENVO:00005759 alluvial paddy field soil +ENVO:00005754 fertilized soil +ENVO:00002245 gypsisol +ENVO:00002255 solonetz +ENVO:00005771 muddy soil +ENVO:00002871 alluvial soil +ENVO:00002253 umbrisol +ENVO:00002240 kastanozem +ENVO:00002247 nitisol +ENVO:00002244 gleysol +ENVO:00005778 tropical soil +ENVO:00002229 arenosol ENVO:00005765 frozen compost soil -ENVO:00005788 rubber plantation soil -ENVO:00005747 compost soil -ENVO:00002242 lixisol +ENVO:00002258 loam ENVO:03600036 pathogen-suppressive soil -ENVO:00002241 leptosol -ENVO:00005740 paddy field soil -ENVO:00005768 orchid soil -ENVO:00002238 durisol -ENVO:00005781 heat stressed soil -ENVO:00002235 cambisol -ENVO:01001397 ultisol -ENVO:01001527 plastic-frozen soil -ENVO:00002245 gypsisol -ENVO:00005756 lawn soil +ENVO:00005789 bluegrass field soil +ENVO:00005747 compost soil ENVO:00005790 red soil -ENVO:01001185 acidic soil -ENVO:00005754 fertilized soil -ENVO:01001638 frost-susceptible soil -ENVO:00005742 arable soil +ENVO:00002242 lixisol ENVO:00005786 upland soil +ENVO:01001525 hard-frozen soil +ENVO:00005769 mountain forest soil +ENVO:00002249 phaeozem +ENVO:00002236 cryosol +ENVO:00005768 orchid soil ENVO:00002248 luvisol -ENVO:00005770 beech forest soil -ENVO:00002240 kastanozem -ENVO:00002247 nitisol -ENVO:00002246 ferralsol -ENVO:00005749 farm soil -ENVO:06105205 compacted soil +ENVO:02000059 surface soil ENVO:00002254 vertisol -ENVO:01001616 bare soil -ENVO:00002256 regosol -ENVO:00005766 limed soil -ENVO:00002253 umbrisol -ENVO:00005741 alpine soil -ENVO:00005778 tropical soil -ENVO:02000138 mangrove biome soil -ENVO:00005751 jungle soil +ENVO:00005758 alluvial swamp soil +ENVO:00002250 plinthosol +ENVO:00002241 leptosol +ENVO:01001527 plastic-frozen soil +ENVO:00005802 bulk soil +ENVO:00005787 eucalyptus forest soil +ENVO:00002234 acrisol +ENVO:00002257 podzol +ENVO:00002238 durisol +ENVO:00002252 solonchak +ENVO:06105205 compacted soil +ENVO:00002273 fluvisol +ENVO:00005782 ornithogenic soil ENVO:00002233 albeluvisol +ENVO:00005781 heat stressed soil ENVO:00002262 clay soil -ENVO:01001525 hard-frozen soil +ENVO:00005748 dry soil ENVO:00002251 planosol +ENVO:00005742 arable soil +ENVO:01001185 acidic soil +ENVO:00005756 lawn soil +ENVO:00002274 stagnosol ENVO:00005783 leafy wood soil -ENVO:00005784 spruce forest soil -ENVO:00002229 arenosol -ENVO:00005752 sawah soil -ENVO:00002252 solonchak -ENVO:00005759 alluvial paddy field soil -ENVO:00001998 soil -ENVO:02000059 surface soil -ENVO:00005760 burned soil -ENVO:00002258 loam -ENVO:00002249 phaeozem +ENVO:00002275 technosol ENVO:00005744 allotment garden soil -ENVO:00005782 ornithogenic soil +ENVO:00005784 spruce forest soil +ENVO:00005751 jungle soil ENVO:00005767 manured soil -ENVO:00005772 orchard soil -ENVO:00002244 gleysol -ENVO:00002257 podzol -ENVO:00002250 plinthosol -ENVO:00002237 chernozem -ENVO:00005787 eucalyptus forest soil -ENVO:00005748 dry soil -ENVO:00002275 technosol -ENVO:00002274 stagnosol ENVO:00002231 alisol -ENVO:00005780 greenhouse soil -ENVO:01001841 volcanic soil -ENVO:00002273 fluvisol -ENVO:00002243 histosol -ENVO:00005802 bulk soil -ENVO:00002234 acrisol +ENVO:00005752 sawah soil ENVO:00002232 andosol -ENVO:00005771 muddy soil +ENVO:00005779 vegetable garden soil +ENVO:00002256 regosol ENVO:01001528 friable-frozen soil +ENVO:01001397 ultisol +ENVO:00002237 chernozem +ENVO:00005766 limed soil +ENVO:00005740 paddy field soil +ENVO:01001616 bare soil +ENVO:00005770 beech forest soil +ENVO:00002235 cambisol +ENVO:00005760 burned soil +ENVO:00005788 rubber plantation soil +ENVO:01001638 frost-susceptible soil +ENVO:00002246 ferralsol ENVO:00002239 calcisol -ENVO:00002236 cryosol -ENVO:00005789 bluegrass field soil -ENVO:00002255 solonetz +ENVO:00002243 histosol +ENVO:00001998 soil +ENVO:00005741 alpine soil ENVO:00002230 anthrosol -ENVO:00005779 vegetable garden soil diff --git a/notebooks/post_google_sheets_soil_env_medium_retention_justification.tsv b/notebooks/post_google_sheets_soil_env_medium_retention_justification.tsv new file mode 100644 index 00000000..82108a9c --- /dev/null +++ b/notebooks/post_google_sheets_soil_env_medium_retention_justification.tsv @@ -0,0 +1,77 @@ +id label retention_justification +ENVO:00005765 frozen compost soil +ENVO:00005788 rubber plantation soil rubber plantation not in SLES +ENVO:00005747 compost soil +ENVO:00002242 lixisol +ENVO:03600036 pathogen-suppressive soil +ENVO:00002241 leptosol +ENVO:00005740 paddy field soil paddy field omitted from SLES +ENVO:00005768 orchid soil +ENVO:00002238 durisol +ENVO:00005781 heat stressed soil +ENVO:00002235 cambisol +ENVO:01001397 ultisol +ENVO:01001527 plastic-frozen soil +ENVO:00002245 gypsisol +ENVO:00005756 lawn soil +ENVO:00005790 red soil +ENVO:01001185 acidic soil +ENVO:00005754 fertilized soil +ENVO:01001638 frost-susceptible soil +ENVO:00005742 arable soil +ENVO:00005786 upland soil no upland class, but does have axiom with elevated landform, which is not in SLES +ENVO:00002248 luvisol +ENVO:00005770 beech forest soil no beech forest pre-composed class +ENVO:00002240 kastanozem +ENVO:00002247 nitisol +ENVO:00002246 ferralsol +ENVO:06105205 compacted soil +ENVO:00002254 vertisol +ENVO:01001616 bare soil +ENVO:00002256 regosol +ENVO:00005766 limed soil +ENVO:00002253 umbrisol +ENVO:00005741 alpine soil +ENVO:00005778 tropical soil +ENVO:00005751 jungle soil no jungle class +ENVO:00002233 albeluvisol +ENVO:00002262 clay soil +ENVO:01001525 hard-frozen soil +ENVO:00002251 planosol +ENVO:00005783 leafy wood soil +ENVO:00005784 spruce forest soil no spruce forest soil pre-composed class +ENVO:00002229 arenosol +ENVO:00005752 sawah soil no sawah class +ENVO:00002252 solonchak +ENVO:00005759 alluvial paddy field soil no alluvial paddy field pre-composed class +ENVO:00001998 soil +ENVO:02000059 surface soil no surface class or otherwise usefull axiom +ENVO:00005760 burned soil +ENVO:00002258 loam +ENVO:00002249 phaeozem +ENVO:00005744 allotment garden soil allotment garden omitted from SLES +ENVO:00005782 ornithogenic soil +ENVO:00005767 manured soil +ENVO:00002244 gleysol +ENVO:00002257 podzol +ENVO:00002250 plinthosol +ENVO:00002237 chernozem +ENVO:00005787 eucalyptus forest soil no eucalyptus forest pre-composed class +ENVO:00005748 dry soil +ENVO:00002275 technosol +ENVO:00002274 stagnosol +ENVO:00002231 alisol +ENVO:01001841 volcanic soil no linking axiom +ENVO:00002273 fluvisol +ENVO:00002243 histosol +ENVO:00005802 bulk soil +ENVO:00002234 acrisol +ENVO:00002232 andosol +ENVO:00005771 muddy soil +ENVO:01001528 friable-frozen soil +ENVO:00002239 calcisol +ENVO:00002236 cryosol +ENVO:00005789 bluegrass field soil no bluegrass field pre-composed class +ENVO:00002255 solonetz +ENVO:00002230 anthrosol +ENVO:00005779 vegetable garden soil no vegetable garden pre-composed pre-composed class From a81c5bc9e788c23cfbe2010375adb790ea25464b Mon Sep 17 00:00:00 2001 From: Sierra Taylor Moxon Date: Wed, 6 Nov 2024 09:21:23 -0800 Subject: [PATCH 15/22] update poetry.lock --- poetry.lock | 2130 ++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 2099 insertions(+), 31 deletions(-) diff --git a/poetry.lock b/poetry.lock index 99cdadc3..3b78fc5e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "airium" @@ -36,6 +36,28 @@ files = [ {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"}, ] +[[package]] +name = "anyio" +version = "4.6.2.post1" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +optional = false +python-versions = ">=3.9" +files = [ + {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"}, + {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"}, +] + +[package.dependencies] +exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} +idna = ">=2.8" +sniffio = ">=1.1" +typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} + +[package.extras] +doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"] +trio = ["trio (>=0.26.1)"] + [[package]] name = "appdirs" version = "1.4.4" @@ -47,6 +69,74 @@ files = [ {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, ] +[[package]] +name = "appnope" +version = "0.1.4" +description = "Disable App Nap on macOS >= 10.9" +optional = false +python-versions = ">=3.6" +files = [ + {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, + {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, +] + +[[package]] +name = "argon2-cffi" +version = "23.1.0" +description = "Argon2 for Python" +optional = false +python-versions = ">=3.7" +files = [ + {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"}, + {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"}, +] + +[package.dependencies] +argon2-cffi-bindings = "*" + +[package.extras] +dev = ["argon2-cffi[tests,typing]", "tox (>4)"] +docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"] +tests = ["hypothesis", "pytest"] +typing = ["mypy"] + +[[package]] +name = "argon2-cffi-bindings" +version = "21.2.0" +description = "Low-level CFFI bindings for Argon2" +optional = false +python-versions = ">=3.6" +files = [ + {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"}, + {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"}, + {file = 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+[package.dependencies] +webencodings = ">=0.4" + +[package.extras] +doc = ["sphinx", "sphinx_rtd_theme"] +test = ["pytest", "ruff"] + [[package]] name = "tomli" version = "2.0.2" @@ -3612,6 +5596,26 @@ files = [ {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"}, ] +[[package]] +name = "tornado" +version = "6.4.1" +description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." +optional = false +python-versions = ">=3.8" +files = [ + {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"}, + {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14"}, + {file = "tornado-6.4.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = 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"sha256:d9a566c40b89757c9aa8e6f032bcdb8ca8795d7c1a9762910c722b1635c9de4d"}, + {file = "tornado-6.4.1-cp38-abi3-win_amd64.whl", hash = "sha256:b24b8982ed444378d7f21d563f4180a2de31ced9d8d84443907a0a64da2072e7"}, + {file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"}, +] + [[package]] name = "tqdm" version = "4.66.6" @@ -3632,6 +5636,21 @@ notebook = ["ipywidgets (>=6)"] slack = ["slack-sdk"] telegram = ["requests"] +[[package]] +name = "traitlets" +version = "5.14.3" +description = "Traitlets Python configuration system" +optional = false +python-versions = ">=3.8" +files = [ + {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"}, + {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"}, +] + +[package.extras] +docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"] +test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"] + [[package]] name = "types-python-dateutil" version = "2.9.0.20241003" @@ -3777,6 +5796,17 @@ files = [ [package.extras] watchmedo = ["PyYAML (>=3.10)"] +[[package]] +name = "wcwidth" +version = "0.2.13" +description = "Measures the displayed width of unicode strings in a terminal" +optional = false +python-versions = "*" +files = [ + {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, + {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, +] + [[package]] name = "webcolors" version = "24.8.0" @@ -3792,6 +5822,44 @@ files = [ docs = ["furo", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinxext-opengraph"] tests = ["coverage[toml]"] +[[package]] +name = "webencodings" +version = "0.5.1" +description = "Character encoding aliases for legacy web content" +optional = false +python-versions = "*" +files = [ + {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"}, + {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"}, +] + +[[package]] +name = "websocket-client" +version = "1.8.0" +description = "WebSocket client for Python with low level API options" +optional = false +python-versions = ">=3.8" +files = [ + {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, + {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, +] + +[package.extras] +docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"] +optional = ["python-socks", "wsaccel"] +test = ["websockets"] + +[[package]] +name = "widgetsnbextension" +version = "4.0.13" +description = "Jupyter interactive widgets for Jupyter Notebook" +optional = false +python-versions = ">=3.7" +files = [ + {file = "widgetsnbextension-4.0.13-py3-none-any.whl", hash = "sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71"}, + {file = "widgetsnbextension-4.0.13.tar.gz", hash = "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"}, +] + [[package]] name = "wrapt" version = "1.16.0" @@ -3896,4 +5964,4 @@ docs = [] [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "0dab25248d920423cea793b86a7732ee98f1244cea3ec64db9d7bdd47670d4c3" +content-hash = "50f4e49d19751ca9a10414298890fd01e422b86c54c7e6c00e1dc33861ae8b5e" From 722bec85bf7db57b63bcd78be851f0d2f0573150 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Wed, 6 Nov 2024 12:36:20 -0500 Subject: [PATCH 16/22] water broad/biomes --- ..._google_sheets_water_env_broad_scale.ipynb | 244 ++++++++++++++++++ ...st_google_sheets_water_env_broad_scale.tsv | 57 ++++ 2 files changed, 301 insertions(+) create mode 100644 notebooks/post_google_sheets_water_env_broad_scale.ipynb create mode 100644 notebooks/post_google_sheets_water_env_broad_scale.tsv diff --git a/notebooks/post_google_sheets_water_env_broad_scale.ipynb b/notebooks/post_google_sheets_water_env_broad_scale.ipynb new file mode 100644 index 00000000..2cf0ed9d --- /dev/null +++ b/notebooks/post_google_sheets_water_env_broad_scale.ipynb @@ -0,0 +1,244 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-11-06T17:35:37.855742Z", + "start_time": "2024-11-06T17:35:31.907283Z" + } + }, + "source": [ + "import pandas as pd\n", + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A" + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:37.871010Z", + "start_time": "2024-11-06T17:35:37.864620Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "2148e2b371b9d3c1", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:37.993293Z", + "start_time": "2024-11-06T17:35:37.988628Z" + } + }, + "cell_type": "code", + "source": "target_labels = [\"aquatic biome\"]", + "id": "2b9221b70ebed187", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.037271Z", + "start_time": "2024-11-06T17:35:38.031869Z" + } + }, + "cell_type": "code", + "source": "exclusion_labels = []", + "id": "dc91a47fb8762a09", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.088833Z", + "start_time": "2024-11-06T17:35:38.084379Z" + } + }, + "cell_type": "code", + "source": "output_file = \"post_google_sheets_water_env_broad_scale.tsv\"", + "id": "1c1bbcde0e65496e", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.185407Z", + "start_time": "2024-11-06T17:35:38.134304Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "7709e378f4d117eb", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.205303Z", + "start_time": "2024-11-06T17:35:38.200271Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "1bbc3b1ad9958a37", + "outputs": [], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.387919Z", + "start_time": "2024-11-06T17:35:38.244087Z" + } + }, + "cell_type": "code", + "source": [ + "# accumulate subclasses of the target classes (by label)\n", + "# \n", + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.add(d)\n", + "\n", + "print(len(targets))" + ], + "id": "5315b4280bb53a5c", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "56\n" + ] + } + ], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.415171Z", + "start_time": "2024-11-06T17:35:38.406553Z" + } + }, + "cell_type": "code", + "source": [ + "# deplete subclasses of the exclusion classes (by label)\n", + "# \n", + "for current_label in exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.remove(d)\n", + "\n", + "print(len(targets))" + ], + "id": "77c441ce49ee868", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "56\n" + ] + } + ], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.506917Z", + "start_time": "2024-11-06T17:35:38.451894Z" + } + }, + "cell_type": "code", + "source": [ + "labelled_targets = []\n", + "for t in targets:\n", + " labelled_targets.append(\n", + " {\n", + " \"id\": t,\n", + " \"label\": adapter.label(t)\n", + " }\n", + " )" + ], + "id": "7ed61cab5db223d9", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.529261Z", + "start_time": "2024-11-06T17:35:38.523315Z" + } + }, + "cell_type": "code", + "source": "export_frame = pd.DataFrame(labelled_targets)", + "id": "1f3ef3ee6f2f671f", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.582363Z", + "start_time": "2024-11-06T17:35:38.569830Z" + } + }, + "cell_type": "code", + "source": "export_frame.to_csv(output_file, sep=\"\\t\", index=False)", + "id": "742918910ceb7ef5", + "outputs": [], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T17:35:38.629034Z", + "start_time": "2024-11-06T17:35:38.624162Z" + } + }, + "cell_type": "code", + "source": "", + "id": "7df6bc0f2ce3bc0a", + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/post_google_sheets_water_env_broad_scale.tsv b/notebooks/post_google_sheets_water_env_broad_scale.tsv new file mode 100644 index 00000000..bb220887 --- /dev/null +++ b/notebooks/post_google_sheets_water_env_broad_scale.tsv @@ -0,0 +1,57 @@ +id label +ENVO:00000893 xeric basin biome +ENVO:01000052 marine white smoker biome +ENVO:01000026 marine bathyal zone biome +ENVO:01000022 marine salt marsh biome +ENVO:01000024 marine benthic biome +ENVO:01000029 marine reef biome +ENVO:01000856 temperate marginal sea biome +ENVO:01000051 marine black smoker biome +ENVO:00000890 small river biome +ENVO:01000045 epeiric sea biome +ENVO:01000037 oceanic bathypelagic zone biome +ENVO:01000858 marine upwelling biome +ENVO:00002030 aquatic biome +ENVO:01000127 marine cold seep biome +ENVO:01000027 marine abyssal zone biome +ENVO:01000859 tropical marine upwelling biome +ENVO:01000028 marine hadal zone biome +ENVO:01000054 marine basaltic hydrothermal vent biome +ENVO:01000040 oceanic benthopelagic zone biome +ENVO:01000032 neritic pelagic zone biome +ENVO:01000039 oceanic hadal pelagic zone biome +ENVO:01000020 estuarine biome +ENVO:00000873 freshwater biome +ENVO:01000049 marine coral reef biome +ENVO:01000042 neritic epipelagic zone biome +ENVO:01000036 oceanic mesopelagic zone biome +ENVO:01000030 marine hydrothermal vent biome +ENVO:01000038 oceanic abyssopelagic zone biome +ENVO:01000034 oceanic sea surface microlayer biome +ENVO:00000891 large freshwater lake biome +ENVO:01000047 mediterranean sea biome +ENVO:01000046 marginal sea biome +ENVO:01000857 temperate mediterranean sea biome +ENVO:01000043 neritic mesopelagic zone biome +ENVO:01000025 marine neritic benthic zone biome +ENVO:01000048 ocean biome +ENVO:01000023 marine pelagic biome +ENVO:01000253 freshwater river biome +ENVO:00000889 large river delta biome +ENVO:01000123 marine sponge reef biome +ENVO:01000053 marine ultramafic hydrothermal vent biome +ENVO:00000447 marine biome +ENVO:03605008 freshwater stream biome +ENVO:01000033 oceanic pelagic zone biome +ENVO:01000854 tropical marine coral reef biome +ENVO:00000888 large river headwater biome +ENVO:01000035 oceanic epipelagic zone biome +ENVO:01000252 freshwater lake biome +ENVO:01000128 dilution basin mediterranean sea biome +ENVO:01000050 marine subtidal rocky reef biome +ENVO:01000004 concentration basin mediterranean sea biome +ENVO:01001230 tropical marginal sea biome +ENVO:01000860 temperate marine upwelling biome +ENVO:00000887 large river biome +ENVO:00000892 small freshwater lake biome +ENVO:01000041 neritic sea surface microlayer biome From ba656f569224e7c8c53fccac66bd912c8423093a Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Wed, 6 Nov 2024 13:05:52 -0500 Subject: [PATCH 17/22] sediment env_medium --- ...st_google_sheets_sediment_env_medium.ipynb | 384 ++++++++++++++++++ ...post_google_sheets_sediment_env_medium.tsv | 38 ++ 2 files changed, 422 insertions(+) create mode 100644 notebooks/post_google_sheets_sediment_env_medium.ipynb create mode 100644 notebooks/post_google_sheets_sediment_env_medium.tsv diff --git a/notebooks/post_google_sheets_sediment_env_medium.ipynb b/notebooks/post_google_sheets_sediment_env_medium.ipynb new file mode 100644 index 00000000..b4539a52 --- /dev/null +++ b/notebooks/post_google_sheets_sediment_env_medium.ipynb @@ -0,0 +1,384 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-11-06T18:01:34.968569Z", + "start_time": "2024-11-06T18:01:32.194183Z" + } + }, + "source": [ + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A\n", + "import csv # don't really need csv if we are importing pandas\n", + "\n", + "import pandas as pd " + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:34.976699Z", + "start_time": "2024-11-06T18:01:34.973538Z" + } + }, + "cell_type": "code", + "source": "pd.set_option('future.no_silent_downcasting', True)", + "id": "d30a0cf4fa9eaf10", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.039500Z", + "start_time": "2024-11-06T18:01:35.036491Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "2148e2b371b9d3c1", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.083290Z", + "start_time": "2024-11-06T18:01:35.079759Z" + } + }, + "cell_type": "code", + "source": "target_labels = [\"sediment\"]", + "id": "2b9221b70ebed187", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.130926Z", + "start_time": "2024-11-06T18:01:35.127664Z" + } + }, + "cell_type": "code", + "source": [ + "exclusion_labels = [\n", + " \"chemically enriched sediment\",\n", + " \"lake sediment\", # presumably will be excluded based on contents of sediment env local scale\n", + " \"stream sediment\", # presumably will be excluded based on contents of sediment env local scale\n", + "]\n", + "\n", + "# might also want to remove mangrove biome sediment if mangrove biome is going to be one of the sediment env_broad_scale values" + ], + "id": "dc91a47fb8762a09", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.177640Z", + "start_time": "2024-11-06T18:01:35.174628Z" + } + }, + "cell_type": "code", + "source": "output_file = \"post_google_sheets_sediment_env_medium.tsv\"", + "id": "4737c7dfdaa5400e", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.225409Z", + "start_time": "2024-11-06T18:01:35.222555Z" + } + }, + "cell_type": "code", + "source": "# excludable_soils_filename = \"discover_excludable_soils_curated.tsv\"", + "id": "77be6f0893e612eb", + "outputs": [], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.273071Z", + "start_time": "2024-11-06T18:01:35.270032Z" + } + }, + "cell_type": "code", + "source": [ + "# excludable_soils_frame = pd.read_csv(excludable_soils_filename, sep=\"\\t\")\n", + "# \n", + "# excludable_soils_frame['relation_is_reasonable'] = excludable_soils_frame['relation_is_reasonable'].fillna(False)" + ], + "id": "e5ae95cb54367e20", + "outputs": [], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.321332Z", + "start_time": "2024-11-06T18:01:35.318509Z" + } + }, + "cell_type": "code", + "source": [ + "# reasonable_frame = excludable_soils_frame[\n", + "# (excludable_soils_frame['relation_is_reasonable']) |\n", + "# (excludable_soils_frame['override'] == 'exclude soil')\n", + "# ]\n" + ], + "id": "536b8ecb525febe9", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.369114Z", + "start_time": "2024-11-06T18:01:35.365911Z" + } + }, + "cell_type": "code", + "source": [ + "# reasonable_frame = reasonable_frame[reasonable_frame['override'] != 'keep soil']\n", + "# \n", + "# reasonable_frame = reasonable_frame.dropna(subset=['sole_reasonable_other', 'sole_soil'])" + ], + "id": "7d638550e53542f9", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.418020Z", + "start_time": "2024-11-06T18:01:35.415071Z" + } + }, + "cell_type": "code", + "source": "# soil_env_local_scale_filename = \"post_google_sheets_soil_env_local_scale.tsv\"", + "id": "8a0972d756eb0bbf", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.464867Z", + "start_time": "2024-11-06T18:01:35.461865Z" + } + }, + "cell_type": "code", + "source": "# soil_env_local_scale_frame = pd.read_csv(soil_env_local_scale_filename, sep=\"\\t\")", + "id": "89dbf4c1953b5b92", + "outputs": [], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.511596Z", + "start_time": "2024-11-06T18:01:35.508599Z" + } + }, + "cell_type": "code", + "source": [ + "# soils_with_local_or_override_exclusion_justification = reasonable_frame[\n", + "# (reasonable_frame['sole_reasonable_other'].isin(soil_env_local_scale_frame['label'])) |\n", + "# (reasonable_frame['override'] == 'exclude soil')\n", + "# ]" + ], + "id": "7e728b28efcebb4c", + "outputs": [], + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.558753Z", + "start_time": "2024-11-06T18:01:35.555750Z" + } + }, + "cell_type": "code", + "source": "# soils_with_local_or_override_exclusion_justification", + "id": "2611cb2995c57f98", + "outputs": [], + "execution_count": 14 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.605646Z", + "start_time": "2024-11-06T18:01:35.602728Z" + } + }, + "cell_type": "code", + "source": "# soils_reiterating_broad_or_local = set(soils_with_local_or_override_exclusion_justification['sole_soil'].unique())\n", + "id": "bff5dcb1cee90fb", + "outputs": [], + "execution_count": 15 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.694267Z", + "start_time": "2024-11-06T18:01:35.649637Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "7709e378f4d117eb", + "outputs": [], + "execution_count": 16 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.706020Z", + "start_time": "2024-11-06T18:01:35.703201Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "1bbc3b1ad9958a37", + "outputs": [], + "execution_count": 17 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.829583Z", + "start_time": "2024-11-06T18:01:35.745102Z" + } + }, + "cell_type": "code", + "source": [ + "# accumulate subclasses of the target classes (by label)\n", + "# \n", + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " # if adapter.label(d) not in soils_reiterating_broad_or_local:\n", + " if True:\n", + " targets.add(d)\n", + " # else:\n", + " # print(f\"Excluding {d} {adapter.label(d)} because its differentia can be expressed in terms of the broad or local scale\")\n", + " \n", + "print(len(targets))" + ], + "id": "6ecbf0cd88edec66", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "52\n" + ] + } + ], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.942557Z", + "start_time": "2024-11-06T18:01:35.838912Z" + } + }, + "cell_type": "code", + "source": [ + "# deplete subclasses of the exclusion classes (by label)\n", + "# \n", + "for current_label in exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.remove(d)\n", + "\n", + "print(len(targets))" + ], + "id": "77c441ce49ee868", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "37\n" + ] + } + ], + "execution_count": 19 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.984030Z", + "start_time": "2024-11-06T18:01:35.953594Z" + } + }, + "cell_type": "code", + "source": [ + "labelled_targets = []\n", + "for t in targets:\n", + " labelled_targets.append(\n", + " {\n", + " \"id\": t,\n", + " \"label\": adapter.label(t)\n", + " }\n", + " )\n", + "\n", + "export_frame = pd.DataFrame(labelled_targets)\n", + "\n", + "export_frame.to_csv(output_file, sep=\"\\t\", index=False)\n" + ], + "id": "4301a231897de6d9", + "outputs": [], + "execution_count": 20 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:36.000799Z", + "start_time": "2024-11-06T18:01:35.998681Z" + } + }, + "cell_type": "code", + "source": "", + "id": "8b5ac9a2750a35d9", + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/post_google_sheets_sediment_env_medium.tsv b/notebooks/post_google_sheets_sediment_env_medium.tsv new file mode 100644 index 00000000..f75c2b20 --- /dev/null +++ b/notebooks/post_google_sheets_sediment_env_medium.tsv @@ -0,0 +1,38 @@ +id label +ENVO:01000111 cosmogenous sediment +ENVO:01000070 terrigenous sediment +ENVO:01001821 hydrothermally-influenced sediment +ENVO:02000044 siliceous ooze +ENVO:01000132 thermophilic sediment +ENVO:01000118 sandy sediment +ENVO:01000110 hydrogenous sediment +ENVO:00002113 deep marine sediment +ENVO:01000152 iron-reducing sediment +ENVO:01000116 pebble sediment +ENVO:01000113 suspended sediment +ENVO:00002179 intertidal sediment +ENVO:01000117 granular sediment +ENVO:01000153 sulphate-reducing sediment +ENVO:01000154 carbon dioxide-reducing sediment +ENVO:00002007 sediment +ENVO:01001028 sediment permeated by freshwater +ENVO:02000046 calcareous ooze +ENVO:01001036 sediment permeated by saline water +ENVO:01000121 colloidal sediment +ENVO:02000153 marine salt marsh sediment +ENVO:02000152 mangrove biome sediment +ENVO:01000120 clay sediment +ENVO:02000045 red clay +ENVO:03000034 shallow marine sediment +ENVO:01000135 nitrate-reducing sediment +ENVO:01000119 silty sediment +ENVO:01001203 alluvial sediment +ENVO:03000033 marine sediment +ENVO:00002045 anaerobic sediment +ENVO:01000114 boulder sediment +ENVO:01000112 polymetallic nodule +ENVO:01000133 hyperthermophilic sediment +ENVO:01000151 manganese-reducing sediment +ENVO:01000131 mesophilic sediment +ENVO:01000082 biogenous sediment +ENVO:01000115 cobble sediment From 14cded877fb0e2bcb6476fdb517b006be9de2066 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Fri, 8 Nov 2024 14:30:41 -0500 Subject: [PATCH 18/22] more dev less main dependencies --- .../post_google_sheets_water_env_medium.ipynb | 392 ++++++++++++ poetry.lock | 577 +++++++++--------- pyproject.toml | 6 +- 3 files changed, 677 insertions(+), 298 deletions(-) create mode 100644 notebooks/post_google_sheets_water_env_medium.ipynb diff --git a/notebooks/post_google_sheets_water_env_medium.ipynb b/notebooks/post_google_sheets_water_env_medium.ipynb new file mode 100644 index 00000000..0a9cf572 --- /dev/null +++ b/notebooks/post_google_sheets_water_env_medium.ipynb @@ -0,0 +1,392 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-11-06T18:01:34.968569Z", + "start_time": "2024-11-06T18:01:32.194183Z" + } + }, + "source": [ + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A\n", + "import csv # don't really need csv if we are importing pandas\n", + "\n", + "import pandas as pd " + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:34.976699Z", + "start_time": "2024-11-06T18:01:34.973538Z" + } + }, + "cell_type": "code", + "source": "pd.set_option('future.no_silent_downcasting', True)", + "id": "d30a0cf4fa9eaf10", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.039500Z", + "start_time": "2024-11-06T18:01:35.036491Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "2148e2b371b9d3c1", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.083290Z", + "start_time": "2024-11-06T18:01:35.079759Z" + } + }, + "cell_type": "code", + "source": "target_labels = [\"liquid water\"]", + "id": "2b9221b70ebed187", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.130926Z", + "start_time": "2024-11-06T18:01:35.127664Z" + } + }, + "cell_type": "code", + "source": [ + "exclusion_labels = [\n", + " \"bore hole water\", # presumably will be excluded based on contents of sediment env local scale\n", + " \"contaminated water\",\n", + " \"fissure water\", # presumably will be excluded based on contents of sediment env local scale\n", + " \"lake water\", # presumably will be excluded based on contents of sediment env local scale\n", + " \"marine lake water\", # presumably will be excluded based on contents of sediment env local scale\n", + " \"oil field production water\",\n", + " \"residual water in soil\",\n", + " \"runoff\",\n", + " \"spring water\", # presumably will be excluded based on contents of sediment env local scale\n", + " \"stream water\", # presumably will be excluded based on contents of sediment env local scale\n", + " \"treated wastewater\",\n", + "]\n", + "\n", + "# might also want to remove mangrove biome sediment if mangrove biome is going to be one of the sediment env_broad_scale values" + ], + "id": "dc91a47fb8762a09", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.177640Z", + "start_time": "2024-11-06T18:01:35.174628Z" + } + }, + "cell_type": "code", + "source": "output_file = \"post_google_sheets_water_env_medium.tsv\"", + "id": "4737c7dfdaa5400e", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.225409Z", + "start_time": "2024-11-06T18:01:35.222555Z" + } + }, + "cell_type": "code", + "source": "# excludable_soils_filename = \"discover_excludable_soils_curated.tsv\"", + "id": "77be6f0893e612eb", + "outputs": [], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.273071Z", + "start_time": "2024-11-06T18:01:35.270032Z" + } + }, + "cell_type": "code", + "source": [ + "# excludable_soils_frame = pd.read_csv(excludable_soils_filename, sep=\"\\t\")\n", + "# \n", + "# excludable_soils_frame['relation_is_reasonable'] = excludable_soils_frame['relation_is_reasonable'].fillna(False)" + ], + "id": "e5ae95cb54367e20", + "outputs": [], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.321332Z", + "start_time": "2024-11-06T18:01:35.318509Z" + } + }, + "cell_type": "code", + "source": [ + "# reasonable_frame = excludable_soils_frame[\n", + "# (excludable_soils_frame['relation_is_reasonable']) |\n", + "# (excludable_soils_frame['override'] == 'exclude soil')\n", + "# ]\n" + ], + "id": "536b8ecb525febe9", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.369114Z", + "start_time": "2024-11-06T18:01:35.365911Z" + } + }, + "cell_type": "code", + "source": [ + "# reasonable_frame = reasonable_frame[reasonable_frame['override'] != 'keep soil']\n", + "# \n", + "# reasonable_frame = reasonable_frame.dropna(subset=['sole_reasonable_other', 'sole_soil'])" + ], + "id": "7d638550e53542f9", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.418020Z", + "start_time": "2024-11-06T18:01:35.415071Z" + } + }, + "cell_type": "code", + "source": "# soil_env_local_scale_filename = \"post_google_sheets_soil_env_local_scale.tsv\"", + "id": "8a0972d756eb0bbf", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.464867Z", + "start_time": "2024-11-06T18:01:35.461865Z" + } + }, + "cell_type": "code", + "source": "# soil_env_local_scale_frame = pd.read_csv(soil_env_local_scale_filename, sep=\"\\t\")", + "id": "89dbf4c1953b5b92", + "outputs": [], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.511596Z", + "start_time": "2024-11-06T18:01:35.508599Z" + } + }, + "cell_type": "code", + "source": [ + "# soils_with_local_or_override_exclusion_justification = reasonable_frame[\n", + "# (reasonable_frame['sole_reasonable_other'].isin(soil_env_local_scale_frame['label'])) |\n", + "# (reasonable_frame['override'] == 'exclude soil')\n", + "# ]" + ], + "id": "7e728b28efcebb4c", + "outputs": [], + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.558753Z", + "start_time": "2024-11-06T18:01:35.555750Z" + } + }, + "cell_type": "code", + "source": "# soils_with_local_or_override_exclusion_justification", + "id": "2611cb2995c57f98", + "outputs": [], + "execution_count": 14 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.605646Z", + "start_time": "2024-11-06T18:01:35.602728Z" + } + }, + "cell_type": "code", + "source": "# soils_reiterating_broad_or_local = set(soils_with_local_or_override_exclusion_justification['sole_soil'].unique())\n", + "id": "bff5dcb1cee90fb", + "outputs": [], + "execution_count": 15 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.694267Z", + "start_time": "2024-11-06T18:01:35.649637Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "7709e378f4d117eb", + "outputs": [], + "execution_count": 16 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.706020Z", + "start_time": "2024-11-06T18:01:35.703201Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "1bbc3b1ad9958a37", + "outputs": [], + "execution_count": 17 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.829583Z", + "start_time": "2024-11-06T18:01:35.745102Z" + } + }, + "cell_type": "code", + "source": [ + "# accumulate subclasses of the target classes (by label)\n", + "# \n", + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " # if adapter.label(d) not in soils_reiterating_broad_or_local:\n", + " if True:\n", + " targets.add(d)\n", + " # else:\n", + " # print(f\"Excluding {d} {adapter.label(d)} because its differentia can be expressed in terms of the broad or local scale\")\n", + " \n", + "print(len(targets))" + ], + "id": "6ecbf0cd88edec66", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "52\n" + ] + } + ], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.942557Z", + "start_time": "2024-11-06T18:01:35.838912Z" + } + }, + "cell_type": "code", + "source": [ + "# deplete subclasses of the exclusion classes (by label)\n", + "# \n", + "for current_label in exclusion_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendant = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendant:\n", + " targets.remove(d)\n", + "\n", + "print(len(targets))" + ], + "id": "77c441ce49ee868", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "37\n" + ] + } + ], + "execution_count": 19 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:35.984030Z", + "start_time": "2024-11-06T18:01:35.953594Z" + } + }, + "cell_type": "code", + "source": [ + "labelled_targets = []\n", + "for t in targets:\n", + " labelled_targets.append(\n", + " {\n", + " \"id\": t,\n", + " \"label\": adapter.label(t)\n", + " }\n", + " )\n", + "\n", + "export_frame = pd.DataFrame(labelled_targets)\n", + "\n", + "export_frame.to_csv(output_file, sep=\"\\t\", index=False)\n" + ], + "id": "4301a231897de6d9", + "outputs": [], + "execution_count": 20 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-06T18:01:36.000799Z", + "start_time": "2024-11-06T18:01:35.998681Z" + } + }, + "cell_type": "code", + "source": "", + "id": "8b5ac9a2750a35d9", + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/poetry.lock b/poetry.lock index 3b78fc5e..23a8c0c5 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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include = [ # These files are copied from the top-level project folder at build time. Without # the copy step they end up in a weird location when installed via wheel. # See: https://github.com/python-poetry/poetry/issues/7153 - { path = "src/nmdc_submission_schema/project/**/*", format = [ "sdist", "wheel" ] } + { path = "src/nmdc_submission_schema/project/**/*", format = ["sdist", "wheel"] } ] # note that the nmdc-schema is not imported as a module, @@ -20,8 +20,6 @@ include = [ [tool.poetry.dependencies] python = "^3.9" linkml-runtime = "^1.6.2" -textdistance = "^4.6.3" -jupyter-datatables = "^0.3.9" [tool.poetry.group.dev.dependencies] exhaustion-check = "^0.1.3" @@ -33,6 +31,8 @@ rdflib = "^6.2.0" sheets-and-friends = "^0.5.4" jupyter = "^1.1.1" matplotlib = "^3.9.2" +textdistance = "^4.6.3" +jupyter-datatables = "^0.3.9" [tool.poetry-dynamic-versioning] # We need poetry-dynamic-versioning to update the version in the src schema file, From c87a2e21e7e624fe3c0af9f03aaa8a4511159f57 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Fri, 8 Nov 2024 16:26:02 -0500 Subject: [PATCH 19/22] notebook directory tree --- notebooks/discover_excludable_soils.ipynb | 1250 -- .../README.md | 76 + .../environmental_context_value_sets.Makefile | 13 + .../plant_associated/env_broad_scale/.gitkeep | 0 .../plant_associated/env_local_scale/.gitkeep | 0 .../plant_associated/env_medium/.gitkeep | 0 .../plant_associated/gold/.gitkeep | 0 .../sediment/env_broad_scale/.gitkeep | 0 .../sediment/env_local_scale/.gitkeep | 0 .../sediment/env_medium/.gitkeep | 0 ...st_google_sheets_sediment_env_medium.ipynb | 0 .../sediment/gold/.gitkeep | 0 .../soil/discover_excludable_soils.ipynb | 1250 ++ .../soil}/discover_excludable_soils.tsv | 0 .../discover_excludable_soils_curated.tsv | 0 ...t_google_sheets_soil_env_broad_scale.ipynb | 52 +- ...ost_google_sheets_soil_env_broad_scale.tsv | 86 +- ...t_google_sheets_soil_env_local_scale.ipynb | 166 +- ...ost_google_sheets_soil_env_local_scale.tsv | 244 +- ...le_sheets_soil_env_local_scale_initial.tsv | 10044 ++++++++-------- .../post_google_sheets_soil_env_medium.ipynb | 88 +- .../post_google_sheets_soil_env_medium.tsv | 122 +- ...oil_env_medium_retention_justification.tsv | 0 .../soil/gold/gold-soils-by-semsql-wide.tsv} | 0 .../soil/gold/gold-soils-by-semsql.tsv} | 0 .../soil/gold}/gold-soils-by-sparql.rq | 0 .../soil/gold}/gold-soils-by-sparql.tsv | 0 .../soil/gold/gold-soils.Makefile} | 11 +- .../soil/gold/gold_soils_by_semsql_wide.py | 42 + .../gold}/goldterms-with-support-graphs.png | Bin .../water/env_broad_scale/.gitkeep | 0 ..._google_sheets_water_env_broad_scale.ipynb | 0 .../post_google_sheets_water_env_medium.ipynb | 0 .../water/env_local_scale/.gitkeep | 0 .../water/env_medium/.gitkeep | 0 .../water/gold/.gitkeep | 0 ...post_google_sheets_sediment_env_medium.tsv | 38 - ...st_google_sheets_water_env_broad_scale.tsv | 57 - notebooks/wide_gold_soils.py | 18 - 39 files changed, 6792 insertions(+), 6765 deletions(-) delete mode 100644 notebooks/discover_excludable_soils.ipynb create mode 100644 notebooks/environmental_context_value_sets/README.md create mode 100644 notebooks/environmental_context_value_sets/environmental_context_value_sets.Makefile create mode 100644 notebooks/environmental_context_value_sets/plant_associated/env_broad_scale/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/plant_associated/env_local_scale/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/plant_associated/env_medium/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/plant_associated/gold/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/sediment/env_broad_scale/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/sediment/env_local_scale/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/sediment/env_medium/.gitkeep rename notebooks/{ => environmental_context_value_sets/sediment/env_medium}/post_google_sheets_sediment_env_medium.ipynb (100%) create mode 100644 notebooks/environmental_context_value_sets/sediment/gold/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/soil/discover_excludable_soils.ipynb rename notebooks/{ => environmental_context_value_sets/soil}/discover_excludable_soils.tsv (100%) rename notebooks/{ => environmental_context_value_sets/soil}/discover_excludable_soils_curated.tsv (100%) rename notebooks/{ => environmental_context_value_sets/soil/env_broad_scale}/post_google_sheets_soil_env_broad_scale.ipynb (77%) rename notebooks/{ => environmental_context_value_sets/soil/env_broad_scale}/post_google_sheets_soil_env_broad_scale.tsv (100%) rename notebooks/{ => environmental_context_value_sets/soil/env_local_scale}/post_google_sheets_soil_env_local_scale.ipynb (87%) rename notebooks/{ => environmental_context_value_sets/soil/env_local_scale}/post_google_sheets_soil_env_local_scale.tsv (100%) rename notebooks/{ => environmental_context_value_sets/soil/env_local_scale}/post_google_sheets_soil_env_local_scale_initial.tsv (100%) rename notebooks/{ => environmental_context_value_sets/soil/env_medium}/post_google_sheets_soil_env_medium.ipynb (93%) rename notebooks/{ => environmental_context_value_sets/soil/env_medium}/post_google_sheets_soil_env_medium.tsv (100%) rename notebooks/{ => environmental_context_value_sets/soil/env_medium}/post_google_sheets_soil_env_medium_retention_justification.tsv (100%) rename notebooks/{wide_gold_soils.tsv => environmental_context_value_sets/soil/gold/gold-soils-by-semsql-wide.tsv} (100%) rename notebooks/{gold-soils.tsv => environmental_context_value_sets/soil/gold/gold-soils-by-semsql.tsv} (100%) rename notebooks/{ => environmental_context_value_sets/soil/gold}/gold-soils-by-sparql.rq (100%) rename notebooks/{ => environmental_context_value_sets/soil/gold}/gold-soils-by-sparql.tsv (100%) rename notebooks/{notebooks.Makefile => environmental_context_value_sets/soil/gold/gold-soils.Makefile} (60%) create mode 100644 notebooks/environmental_context_value_sets/soil/gold/gold_soils_by_semsql_wide.py rename notebooks/{ => environmental_context_value_sets/soil/gold}/goldterms-with-support-graphs.png (100%) create mode 100644 notebooks/environmental_context_value_sets/water/env_broad_scale/.gitkeep rename notebooks/{ => environmental_context_value_sets/water/env_broad_scale}/post_google_sheets_water_env_broad_scale.ipynb (100%) rename notebooks/{ => environmental_context_value_sets/water/env_broad_scale}/post_google_sheets_water_env_medium.ipynb (100%) create mode 100644 notebooks/environmental_context_value_sets/water/env_local_scale/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/water/env_medium/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/water/gold/.gitkeep delete mode 100644 notebooks/post_google_sheets_sediment_env_medium.tsv delete mode 100644 notebooks/post_google_sheets_water_env_broad_scale.tsv delete mode 100644 notebooks/wide_gold_soils.py diff --git a/notebooks/discover_excludable_soils.ipynb b/notebooks/discover_excludable_soils.ipynb deleted file mode 100644 index 37df312b..00000000 --- a/notebooks/discover_excludable_soils.ipynb +++ /dev/null @@ -1,1250 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "id": "initial_id", - "metadata": { - "collapsed": true, - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.091068Z", - "start_time": "2024-11-05T16:59:54.773161Z" - } - }, - "source": [ - "from oaklib import get_adapter\n", - "from oaklib.datamodels.vocabulary import IS_A\n", - "from itertools import chain\n", - "import textdistance\n", - "import pandas as pd\n", - "import textwrap\n", - "import matplotlib.pyplot as plt\n", - "import random\n" - ], - "outputs": [], - "execution_count": 1 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.099004Z", - "start_time": "2024-11-05T16:59:58.095204Z" - } - }, - "cell_type": "code", - "source": "adapter_string = \"sqlite:obo:envo\"", - "id": "9f2bef41173fd084", - "outputs": [], - "execution_count": 2 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.161879Z", - "start_time": "2024-11-05T16:59:58.158440Z" - } - }, - "cell_type": "code", - "source": "target_labels = [\"soil\"]", - "id": "6b16af8bdda12631", - "outputs": [], - "execution_count": 3 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.205066Z", - "start_time": "2024-11-05T16:59:58.201598Z" - } - }, - "cell_type": "code", - "source": "output_file = \"discover_excludable_soils.tsv\"", - "id": "8d05518530e5a1a5", - "outputs": [], - "execution_count": 4 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.253941Z", - "start_time": "2024-11-05T16:59:58.249900Z" - } - }, - "cell_type": "code", - "source": [ - "reasonable_relations = [\n", - " 'adjacent to',\n", - " 'composed primarily of',\n", - " 'has part',\n", - " 'located in',\n", - " 'part of',\n", - "]\n", - "\n", - "# this excludes relations in which one participant must be a quality, process, etc." - ], - "id": "cc4c5f1fb8a99c38", - "outputs": [], - "execution_count": 5 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.332120Z", - "start_time": "2024-11-05T16:59:58.297484Z" - } - }, - "cell_type": "code", - "source": "adapter = get_adapter(adapter_string)", - "id": "71b097db8b835fd5", - "outputs": [], - "execution_count": 6 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.411801Z", - "start_time": "2024-11-05T16:59:58.348005Z" - } - }, - "cell_type": "code", - "source": [ - "biomes = set()\n", - "\n", - "curies = adapter.basic_search(\"biome\")\n", - "for curie in curies:\n", - " descendants = adapter.descendants(curie, predicates=[IS_A])\n", - " for d in descendants:\n", - " biomes.add(d)" - ], - "id": "6d76d42bb986ddae", - "outputs": [], - "execution_count": 7 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.467427Z", - "start_time": "2024-11-05T16:59:58.421014Z" - } - }, - "cell_type": "code", - "source": [ - "environmental_materials = set()\n", - "\n", - "curies = adapter.basic_search(\"environmental material\")\n", - "for curie in curies:\n", - " descendants = adapter.descendants(curie, predicates=[IS_A])\n", - " for d in descendants:\n", - " environmental_materials.add(d)" - ], - "id": "11573010911bb8f", - "outputs": [], - "execution_count": 8 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.712925Z", - "start_time": "2024-11-05T16:59:58.476667Z" - } - }, - "cell_type": "code", - "source": [ - "material_entities = set()\n", - "\n", - "curies = adapter.basic_search(\"material entity\")\n", - "for curie in curies:\n", - " descendants = adapter.descendants(curie, predicates=[IS_A])\n", - " for d in descendants:\n", - " material_entities.add(d)" - ], - "id": "84774b759981935a", - "outputs": [], - "execution_count": 9 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.730688Z", - "start_time": "2024-11-05T16:59:58.727603Z" - } - }, - "cell_type": "code", - "source": [ - "# reasonable_others = material_entities - biomes.union(environmental_materials)\n", - "\n", - "reasonable_others = material_entities - environmental_materials # actually, let's also pull out soils whose differentia can be expressed in the env_broad_scale\n", - "\n", - "# mangrove biome soil" - ], - "id": "dde15e9453483a9d", - "outputs": [], - "execution_count": 10 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.774021Z", - "start_time": "2024-11-05T16:59:58.770176Z" - } - }, - "cell_type": "code", - "source": "targets = set()", - "id": "a66cae9ebc0cc7b8", - "outputs": [], - "execution_count": 11 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.856664Z", - "start_time": "2024-11-05T16:59:58.818650Z" - } - }, - "cell_type": "code", - "source": [ - "for current_label in target_labels:\n", - " for class_id in adapter.basic_search(current_label):\n", - " descendants = adapter.descendants(class_id, predicates=[IS_A])\n", - " for d in descendants:\n", - " targets.add(d)\n" - ], - "id": "b8e0bd61cb887a94", - "outputs": [], - "execution_count": 12 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.872150Z", - "start_time": "2024-11-05T16:59:58.869494Z" - } - }, - "cell_type": "code", - "source": "up_rels = adapter.relationships(targets)", - "id": "f13353149550e831", - "outputs": [], - "execution_count": 13 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.914375Z", - "start_time": "2024-11-05T16:59:58.910903Z" - } - }, - "cell_type": "code", - "source": "down_rels = adapter.relationships(objects=targets)", - "id": "58fcd6b036c084a4", - "outputs": [], - "execution_count": 14 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:58.960564Z", - "start_time": "2024-11-05T16:59:58.957246Z" - } - }, - "cell_type": "code", - "source": "rels_gen = chain(up_rels, down_rels)", - "id": "c8717815968fa5d9", - "outputs": [], - "execution_count": 15 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:59.006440Z", - "start_time": "2024-11-05T16:59:59.003566Z" - } - }, - "cell_type": "code", - "source": "rels_list = []", - "id": "37a5169d443d9afb", - "outputs": [], - "execution_count": 16 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:59.053334Z", - "start_time": "2024-11-05T16:59:59.050408Z" - } - }, - "cell_type": "code", - "source": "preds_count = {}", - "id": "e7d42016afea0ec9", - "outputs": [], - "execution_count": 17 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T16:59:59.101048Z", - "start_time": "2024-11-05T16:59:59.097526Z" - } - }, - "cell_type": "code", - "source": [ - "differentiated_targets = targets.copy()\n", - "\n", - "differentiated_targets.remove(\"ENVO:00001998\")" - ], - "id": "273ab0be5d55acf5", - "outputs": [], - "execution_count": 18 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T17:00:01.856865Z", - "start_time": "2024-11-05T16:59:59.146926Z" - } - }, - "cell_type": "code", - "source": [ - "for rel in rels_gen:\n", - " s, p, o = rel\n", - " p_lab_or_id = adapter.label(p) if adapter.label(p) is not None else p\n", - " inner_dict = {\n", - " \"s\": s,\n", - " \"s_is_soil\": s in differentiated_targets,\n", - " \"s_is_reasonable_other\": s in reasonable_others,\n", - " \"slab\": adapter.label(s),\n", - " \"p\": p,\n", - " \"plab\": adapter.label(p),\n", - " \"p_lab_or_id\": p_lab_or_id,\n", - " 'relation_is_reasonable': p_lab_or_id in reasonable_relations,\n", - " \"o\": o,\n", - " \"o_is_soil\": o in differentiated_targets,\n", - " \"o_is_reasonable_other\": o in reasonable_others,\n", - " \"olab\": adapter.label(o),\n", - " \"slab_olab_cosine\": textdistance.cosine(adapter.label(s), adapter.label(o))\n", - " }\n", - " if inner_dict['s_is_soil'] and not inner_dict['o_is_soil']:\n", - " inner_dict['sole_soil'] = inner_dict['slab']\n", - " if inner_dict['o_is_soil'] and not inner_dict['s_is_soil']:\n", - " inner_dict['sole_soil'] = inner_dict['olab']\n", - "\n", - " if inner_dict['s_is_reasonable_other'] and not inner_dict['o_is_reasonable_other']:\n", - " inner_dict['sole_reasonable_other'] = inner_dict['slab']\n", - " if inner_dict['o_is_reasonable_other'] and not inner_dict['s_is_reasonable_other']:\n", - " inner_dict['sole_reasonable_other'] = inner_dict['olab']\n", - "\n", - " if inner_dict['p_lab_or_id'] in preds_count:\n", - " preds_count[inner_dict['p_lab_or_id']] += 1\n", - " else:\n", - " preds_count[inner_dict['p_lab_or_id']] = 1\n", - "\n", - " rels_list.append(inner_dict)" - ], - "id": "e7cfa7893f8216c2", - "outputs": [], - "execution_count": 19 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T17:00:01.876241Z", - "start_time": "2024-11-05T17:00:01.871371Z" - } - }, - "cell_type": "code", - "source": "rels_frame = pd.DataFrame(rels_list)", - "id": "76ed80e1e97de3e9", - "outputs": [], - "execution_count": 20 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T17:00:01.923390Z", - "start_time": "2024-11-05T17:00:01.912621Z" - } - }, - "cell_type": "code", - "source": "rels_frame.to_csv(output_file, sep=\"\\t\", index=False)", - "id": "f6bd0f899df2e00c", - "outputs": [], - "execution_count": 21 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T17:00:01.965197Z", - "start_time": "2024-11-05T17:00:01.960240Z" - } - }, - "cell_type": "code", - "source": [ - "reasonable_frame = rels_frame[rels_frame['relation_is_reasonable']]\n", - "# filter out rows with null/NA values\n", - "reasonable_frame = reasonable_frame.dropna()" - ], - "id": "ff2f774ec512b720", - "outputs": [], - "execution_count": 22 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T17:00:02.036533Z", - "start_time": "2024-11-05T17:00:02.008165Z" - } - }, - "cell_type": "code", - "source": "reasonable_frame", - "id": "c56ab545691d7b4f", - "outputs": [ - { - "data": { - "text/plain": [ - " s s_is_soil s_is_reasonable_other slab \\\n", - "51 ENVO:00002259 True False agricultural soil \n", - "53 ENVO:00002260 True False dune soil \n", - "55 ENVO:00002261 True False forest soil \n", - "59 ENVO:00002263 True False garden soil \n", - "60 ENVO:00002263 True False garden soil \n", - "64 ENVO:00002275 True False technosol \n", - "103 ENVO:00005740 True False paddy field soil \n", - "108 ENVO:00005743 True False roadside soil \n", - "110 ENVO:00005744 True False allotment garden soil \n", - "112 ENVO:00005746 True False savanna soil \n", - "119 ENVO:00005750 True False grassland soil \n", - "126 ENVO:00005755 True False field soil \n", - "130 ENVO:00005758 True False alluvial swamp soil \n", - "136 ENVO:00005761 True False meadow soil \n", - "143 ENVO:00005764 True False pond soil \n", - "150 ENVO:00005769 True False mountain forest soil \n", - "156 ENVO:00005772 True False orchard soil \n", - "157 ENVO:00005772 True False orchard soil \n", - "159 ENVO:00005773 True False pasture soil \n", - "168 ENVO:00005777 True False steppe soil \n", - "177 ENVO:00005786 True False upland soil \n", - "180 ENVO:00005788 True False rubber plantation soil \n", - "195 ENVO:01001526 True False frozen soil \n", - "204 ENVO:01001616 True False bare soil \n", - "209 ENVO:02000138 True False mangrove biome soil \n", - "227 ENVO:00000044 False True peatland \n", - "228 ENVO:00000258 False True alluvial plain \n", - "229 ENVO:00000314 False True alluvial fan \n", - "373 ENVO:04000011 False True bare soil surface layer \n", - "\n", - " p plab p_lab_or_id \\\n", - "51 BFO:0000050 part of part of \n", - "53 BFO:0000050 part of part of \n", - "55 RO:0001025 located in located in \n", - "59 BFO:0000050 part of part of \n", - "60 RO:0001025 located in located in \n", - "64 BFO:0000050 part of part of \n", - "103 BFO:0000050 part of part of \n", - "108 RO:0001025 located in located in \n", - "110 BFO:0000050 part of part of \n", - "112 RO:0001025 located in located in \n", - "119 RO:0001025 located in located in \n", - "126 BFO:0000050 part of part of \n", - "130 BFO:0000050 part of part of \n", - "136 BFO:0000050 part of part of \n", - "143 RO:0002220 adjacent to adjacent to \n", - "150 BFO:0000050 part of part of \n", - "156 BFO:0000050 part of part of \n", - "157 RO:0001025 located in located in \n", - "159 RO:0001025 located in located in \n", - "168 RO:0001025 located in located in \n", - "177 BFO:0000050 part of part of \n", - "180 BFO:0000050 part of part of \n", - "195 BFO:0000050 part of part of \n", - "204 RO:0002220 adjacent to adjacent to \n", - "209 RO:0001025 located in located in \n", - "227 RO:0002473 composed primarily of composed primarily of \n", - "228 RO:0002473 composed primarily of composed primarily of \n", - "229 RO:0002473 composed primarily of composed primarily of \n", - "373 RO:0002473 composed primarily of composed primarily of \n", - "\n", - " relation_is_reasonable o o_is_soil o_is_reasonable_other \\\n", - "51 True ENVO:00000077 False True \n", - "53 True ENVO:00000170 False True \n", - "55 True ENVO:00000111 False True \n", - "59 True ENVO:00000011 False True \n", - "60 True ENVO:00000011 False True \n", - "64 True ENVO:01000983 False True \n", - "103 True ENVO:00000297 False True \n", - "108 True ENVO:01000447 False True \n", - "110 True ENVO:00005745 False True \n", - "112 True ENVO:00000261 False True \n", - "119 True ENVO:00000106 False True \n", - "126 True ENVO:00000114 False True \n", - "130 True ENVO:00000233 False True \n", - "136 True ENVO:00000108 False True \n", - "143 True ENVO:00000033 False True \n", - "150 True ENVO:00000081 False True \n", - "156 True ENVO:00000115 False True \n", - "157 True ENVO:00000115 False True \n", - "159 True ENVO:00000266 False True \n", - "168 True ENVO:00000262 False True \n", - "177 True ENVO:00000176 False True \n", - "180 True ENVO:00000164 False True \n", - "195 True ENVO:01001524 False True \n", - "204 True ENVO:01000540 False True \n", - "209 True ENVO:01000181 False True \n", - "227 True ENVO:00005774 True False \n", - "228 True ENVO:00002871 True False \n", - "229 True ENVO:00002871 True False \n", - "373 True ENVO:01001616 True False \n", - "\n", - " olab slab_olab_cosine sole_reasonable_other \\\n", - "51 agricultural ecosystem 0.775632 agricultural ecosystem \n", - "53 dune 0.666667 dune \n", - "55 forested area 0.585369 forested area \n", - "59 garden 0.738549 garden \n", - "60 garden 0.738549 garden \n", - "64 technosphere 0.673575 technosphere \n", - "103 paddy field 0.829156 paddy field \n", - "108 roadside 0.784465 roadside \n", - "110 allotment garden 0.872872 allotment garden \n", - "112 savanna 0.763763 savanna \n", - "119 grassland area 0.714286 grassland area \n", - "126 agricultural field 0.596285 agricultural field \n", - "130 swamp ecosystem 0.473879 swamp ecosystem \n", - "136 meadow ecosystem 0.678401 meadow ecosystem \n", - "143 pond 0.666667 pond \n", - "150 mountain 0.632456 mountain \n", - "156 orchard 0.763763 orchard \n", - "157 orchard 0.763763 orchard \n", - "159 pasture 0.763763 pasture \n", - "168 steppe 0.738549 steppe \n", - "177 elevated landform 0.511891 elevated landform \n", - "180 rubber plantation 0.879049 rubber plantation \n", - "195 frozen land 0.727273 frozen land \n", - "204 troposphere 0.402015 troposphere \n", - "209 mangrove biome 0.858395 mangrove biome \n", - "227 peat soil 0.589256 peatland \n", - "228 alluvial soil 0.815374 alluvial plain \n", - "229 alluvial soil 0.720577 alluvial fan \n", - "373 bare soil 0.625543 bare soil surface layer \n", - "\n", - " sole_soil \n", - "51 agricultural soil \n", - "53 dune soil \n", - "55 forest soil \n", - "59 garden soil \n", - "60 garden soil \n", - "64 technosol \n", - "103 paddy field soil \n", - "108 roadside soil \n", - "110 allotment garden soil \n", - "112 savanna soil \n", - "119 grassland soil \n", - "126 field soil \n", - "130 alluvial swamp soil \n", - "136 meadow soil \n", - "143 pond soil \n", - "150 mountain forest soil \n", - "156 orchard soil \n", - "157 orchard soil \n", - "159 pasture soil \n", - "168 steppe soil \n", - "177 upland soil \n", - "180 rubber plantation soil \n", - "195 frozen soil \n", - "204 bare soil \n", - "209 mangrove biome soil \n", - "227 peat soil \n", - "228 alluvial soil \n", - "229 alluvial soil \n", - "373 bare soil " - ], - "text/html": [ - "
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ss_is_soils_is_reasonable_otherslabpplabp_lab_or_idrelation_is_reasonableoo_is_soilo_is_reasonable_otherolabslab_olab_cosinesole_reasonable_othersole_soil
51ENVO:00002259TrueFalseagricultural soilBFO:0000050part ofpart ofTrueENVO:00000077FalseTrueagricultural ecosystem0.775632agricultural ecosystemagricultural soil
53ENVO:00002260TrueFalsedune soilBFO:0000050part ofpart ofTrueENVO:00000170FalseTruedune0.666667dunedune soil
55ENVO:00002261TrueFalseforest soilRO:0001025located inlocated inTrueENVO:00000111FalseTrueforested area0.585369forested areaforest soil
59ENVO:00002263TrueFalsegarden soilBFO:0000050part ofpart ofTrueENVO:00000011FalseTruegarden0.738549gardengarden soil
60ENVO:00002263TrueFalsegarden soilRO:0001025located inlocated inTrueENVO:00000011FalseTruegarden0.738549gardengarden soil
64ENVO:00002275TrueFalsetechnosolBFO:0000050part ofpart ofTrueENVO:01000983FalseTruetechnosphere0.673575technospheretechnosol
103ENVO:00005740TrueFalsepaddy field soilBFO:0000050part ofpart ofTrueENVO:00000297FalseTruepaddy field0.829156paddy fieldpaddy field soil
108ENVO:00005743TrueFalseroadside soilRO:0001025located inlocated inTrueENVO:01000447FalseTrueroadside0.784465roadsideroadside soil
110ENVO:00005744TrueFalseallotment garden soilBFO:0000050part ofpart ofTrueENVO:00005745FalseTrueallotment garden0.872872allotment gardenallotment garden soil
112ENVO:00005746TrueFalsesavanna soilRO:0001025located inlocated inTrueENVO:00000261FalseTruesavanna0.763763savannasavanna soil
119ENVO:00005750TrueFalsegrassland soilRO:0001025located inlocated inTrueENVO:00000106FalseTruegrassland area0.714286grassland areagrassland soil
126ENVO:00005755TrueFalsefield soilBFO:0000050part ofpart ofTrueENVO:00000114FalseTrueagricultural field0.596285agricultural fieldfield soil
130ENVO:00005758TrueFalsealluvial swamp soilBFO:0000050part ofpart ofTrueENVO:00000233FalseTrueswamp ecosystem0.473879swamp ecosystemalluvial swamp soil
136ENVO:00005761TrueFalsemeadow soilBFO:0000050part ofpart ofTrueENVO:00000108FalseTruemeadow ecosystem0.678401meadow ecosystemmeadow soil
143ENVO:00005764TrueFalsepond soilRO:0002220adjacent toadjacent toTrueENVO:00000033FalseTruepond0.666667pondpond soil
150ENVO:00005769TrueFalsemountain forest soilBFO:0000050part ofpart ofTrueENVO:00000081FalseTruemountain0.632456mountainmountain forest soil
156ENVO:00005772TrueFalseorchard soilBFO:0000050part ofpart ofTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soil
157ENVO:00005772TrueFalseorchard soilRO:0001025located inlocated inTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soil
159ENVO:00005773TrueFalsepasture soilRO:0001025located inlocated inTrueENVO:00000266FalseTruepasture0.763763pasturepasture soil
168ENVO:00005777TrueFalsesteppe soilRO:0001025located inlocated inTrueENVO:00000262FalseTruesteppe0.738549steppesteppe soil
177ENVO:00005786TrueFalseupland soilBFO:0000050part ofpart ofTrueENVO:00000176FalseTrueelevated landform0.511891elevated landformupland soil
180ENVO:00005788TrueFalserubber plantation soilBFO:0000050part ofpart ofTrueENVO:00000164FalseTruerubber plantation0.879049rubber plantationrubber plantation soil
195ENVO:01001526TrueFalsefrozen soilBFO:0000050part ofpart ofTrueENVO:01001524FalseTruefrozen land0.727273frozen landfrozen soil
204ENVO:01001616TrueFalsebare soilRO:0002220adjacent toadjacent toTrueENVO:01000540FalseTruetroposphere0.402015tropospherebare soil
209ENVO:02000138TrueFalsemangrove biome soilRO:0001025located inlocated inTrueENVO:01000181FalseTruemangrove biome0.858395mangrove biomemangrove biome soil
227ENVO:00000044FalseTruepeatlandRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00005774TrueFalsepeat soil0.589256peatlandpeat soil
228ENVO:00000258FalseTruealluvial plainRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00002871TrueFalsealluvial soil0.815374alluvial plainalluvial soil
229ENVO:00000314FalseTruealluvial fanRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00002871TrueFalsealluvial soil0.720577alluvial fanalluvial soil
373ENVO:04000011FalseTruebare soil surface layerRO:0002473composed primarily ofcomposed primarily ofTrueENVO:01001616TrueFalsebare soil0.625543bare soil surface layerbare soil
\n", - "
" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "execution_count": 23 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-05T17:00:02.450428Z", - "start_time": "2024-11-05T17:00:02.104205Z" - } - }, - "cell_type": "code", - "source": [ - "\n", - "reasonable_lod = reasonable_frame.to_dict(orient='records')\n", - "\n", - "# Extract unique groups from 'p_lab_or_id' and map each one to an x-axis position\n", - "groups = {item['p_lab_or_id'] for item in reasonable_lod}\n", - "group_positions = {group: idx + 1 for idx, group in\n", - " enumerate(groups)} # Assign positions for each unique 'p_lab_or_id' group\n", - "\n", - "\n", - "# Helper function to wrap labels\n", - "def wrap_label(label, width=15):\n", - " return \"\\n\".join(textwrap.wrap(label, width))\n", - "\n", - "\n", - "# Define a set of colors to choose from (optional)\n", - "colors = ['#FF5733', '#33FF57', '#3357FF', '#FF33A1', '#FF8F33', '#33FFF2', '#E1FF33']\n", - "\n", - "# Adjust the figure size and font size\n", - "plt.figure(figsize=(15, 10))\n", - "\n", - "# Plot each label with more random jitter and random color\n", - "for item in reasonable_lod:\n", - " x = group_positions[item['p_lab_or_id']]\n", - " y = item['slab_olab_cosine']\n", - " label = f\"{item['slab']} ({item['olab']})\"\n", - " wrapped_label = wrap_label(label, width=50)\n", - "\n", - " # Add increased random jitter to the label position\n", - " # x_jitter = random.uniform(-0.3, 0.3) # Larger random jitter in x-axis\n", - " y_jitter = random.uniform(-0.2, 0.0) # Larger random jitter in y-axis\n", - "\n", - " # Select a random color for the label\n", - " color = random.choice(colors) # Alternatively, use color = (random.random(), random.random(), random.random())\n", - "\n", - " # # Plot the label with random color\n", - " # plt.text(x + x_jitter, y + y_jitter, wrapped_label, ha='center', va='bottom', fontsize=8, color=color)\n", - " plt.text(x, y + y_jitter , wrapped_label, ha='right', va='bottom', fontsize=14, color=color)\n", - "\n", - "# Increase x-tick label size and rotate\n", - "plt.xticks(ticks=list(group_positions.values()), labels=list(group_positions.keys()), rotation=45, ha='right',\n", - " fontsize=12)\n", - "\n", - "# Configure other plot aesthetics\n", - "plt.xlabel(\"Predicate\", fontsize=12)\n", - "plt.ylabel(\"subject/object label cosine similarity\", fontsize=12)\n", - "plt.title(\"Soil Relationships (Excluding 'rdfs:subClassOf')\", fontsize=14)\n", - "\n", - "plt.tight_layout() # Adjust layout to prevent clipping\n", - "plt.show()" - ], - "id": "ecc4cd8784643118", - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": 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"nbformat_minor": 5 -} diff --git a/notebooks/environmental_context_value_sets/README.md b/notebooks/environmental_context_value_sets/README.md new file mode 100644 index 00000000..45aab7c9 --- /dev/null +++ b/notebooks/environmental_context_value_sets/README.md @@ -0,0 +1,76 @@ +The following files in the `submission-schema` repo's `notebooks/environmental_context_value_sets` directory are +provided as a one step in adding `Extension`-specific environmental context enumerations to the NMDC submission schema. + +The `Extensions` (also called Environments, Packages, etc.) are defined in +the [MIxS standard](https://genomicsstandardsconsortium.github.io/mixs/#extensions) and provide guidance about how one +should describe samples from different environmental contexts. + +The `submission-schema` captures granular details about the environmental context of a samples with MIxS' +[env_broad_scale](https://genomicsstandardsconsortium.github.io/mixs/0000012/), [env_local_scale](https://genomicsstandardsconsortium.github.io/mixs/0000013/) +and [env_medium](https://genomicsstandardsconsortium.github.io/mixs/0000014/). (Those three fields are informally called +the MIxS environmental triad amongst NMDC staff). Those three slots must be populated with +the name and CURIes for a class in an appropriate ontology. In many cases that ontology is +the [Environmental Ontology](https://environmentontology.org/), EnvO. MIxS and EnvO provide guidance about populating +those context fields, but the guidance is only specific to what classes would reasonably go in which fields. It does not +address what subsets of classes could go in the fields on an Extension-byExtension basis. For example, it would not make +sense to say the ten env_broad_scale of a soil samples was 'ocean biome [ENVO:01000048]'. + +* sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb +* sediment/env_medium/post_google_sheets_sediment_env_medium.tsv +* +* soil/discover_excludable_soils_curated.tsv +* soil/discover_excludable_soils.ipynb +* soil/discover_excludable_soils.tsv +* +* soil/env_local_scale/post_google_sheets_soil_env_local_scale_initial.tsv +* soil/env_local_scale/post_google_sheets_soil_env_local_scale.ipynb +* soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv +* soil/env_medium/post_google_sheets_soil_env_medium.ipynb +* soil/env_medium/post_google_sheets_soil_env_medium_retention_justification.tsv +* soil/env_medium/post_google_sheets_soil_env_medium.tsv +* soil/gold/gold-soils-by-sparql.rq +* soil/gold/gold-soils-by-sparql.tsv +* soil/gold/gold-soils.tsv +* soil/gold/goldterms-with-support-graphs.png +* soil/gold/wide_gold_soils.py +* soil/gold/wide_gold_soils.tsv +* soil/notebooks.Makefile +* water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb +* water/env_broad_scale/post_google_sheets_water_env_broad_scale.tsv +* water/env_broad_scale/post_google_sheets_water_env_medium.ipynb + +## Generating the env_broad_scale value set for soil samples: + +1. Make the `clean` target in the `environmental_context_value_sets.Makefile` in this directory +2. Familiarize yourself with `soil/discover_excludable_soils.ipynb`. It saves a report of relations between soils and + other EnvO classes as `soil/discover_excludable_soils.tsv`. That file is used later to remove some soil classes + from the `env_medium` value set for soil samples, if greater inter-study consistency could be achieved by expressing + some characteristics of the soils in the `env_broad_scale` or `env_local_scale` fields. For example, we want to avoid + submitters being inconsistent in saying that they have 'garden soil [ENVO:00002263]' samples from a ' + garden [ENVO:00000011]' local contexts vs 'soil [ENVO:00001998]' samples from a 'garden [ENVO:00000011]' local + context. **Note**: the output of this notebook has been curated and saved as + `soil/discover_excludable_soils_curated.tsv`. THe curated file includes guidance for some removal or retention that + are not substantiated but axioms in EnvO as of November 2024. AsInn fact, this file could be a good guide to adding + missing EnvO axioms. Other notebooks in this repo configured to use the curated file. +3. Run `soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.ipynb` to generate + `soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.tsv` +4. Familiarize yourself with the inferences about which EnvO classes can be composed together to + for [GOLD ecosystem paths](https://gold.jgi.doe.gov/ecosystem_classification), as some of them are hard-coded into + the next `env_local_scale` step. We provide two methods to obtain this + information and both have system prerequisites. The `gold-soils-by-semsql-wide.tsv` target in + `soil/gold/gold-soils.Makefile` assumes that `envo.db` and `goldterms.db` have been downloaded + from https://s3.amazonaws.com/bbop-sqlite/ into this + project's `local/` directory and that `sqlite` is available on the system path and that `click` and `pandas` are + available in a Python poetry environment. One can also recreate a file like `soil/gold/gold-soils-by-sparql.tsv` by + running `soil/gold/gold-soils-by-sparql.rq` against a SPARQL endpoint populated with the datasets in + `soil/gold/goldterms-with-support-graphs.png` and then pivoting the results. +5. Run `soil/env_local_scale/post_google_sheets_soil_env_local_scale.ipynb` to generate + the temporary report `soil/env_local_scale/post_google_sheets_soil_env_local_scale_initial.tsv` + and the final value set `soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv` +6. Run `soil/env_medium/post_google_sheets_soil_env_medium.ipynb` to generate + `soil/env_medium/post_google_sheets_soil_env_medium.tsv`. The notebook will indicate which soil classes are being + excluded based on rows in `soil/discover_excludable_soils_curated.tsv` and + `soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv`. This repo also includes + `soil/env_medium/post_google_sheets_soil_env_medium_retention_justification.tsv` which provides additional + perspective on gaps or inconsistencies in EnvO. + diff --git a/notebooks/environmental_context_value_sets/environmental_context_value_sets.Makefile b/notebooks/environmental_context_value_sets/environmental_context_value_sets.Makefile new file mode 100644 index 00000000..52a84446 --- /dev/null +++ b/notebooks/environmental_context_value_sets/environmental_context_value_sets.Makefile @@ -0,0 +1,13 @@ +clean: + rm -rf sediment/env_medium/post_google_sheets_sediment_env_medium.tsv + + rm -rf soil/gold/gold-soils.tsv + rm -rf soil/gold/wide_gold_soils.tsv + rm -rf soil/gold/gold-soils-by-sparql.tsv + rm -rf soil/discover_excludable_soils.tsv + rm -rf soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.tsv + rm -rf soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv + rm -rf soil/env_local_scale/post_google_sheets_soil_env_local_scale_initial.tsv + rm -rf soil/env_medium/post_google_sheets_soil_env_medium.tsv + + rm -rf water/env_broad_scale/post_google_sheets_water_env_broad_scale.tsv diff --git a/notebooks/environmental_context_value_sets/plant_associated/env_broad_scale/.gitkeep b/notebooks/environmental_context_value_sets/plant_associated/env_broad_scale/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/plant_associated/env_local_scale/.gitkeep b/notebooks/environmental_context_value_sets/plant_associated/env_local_scale/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/plant_associated/env_medium/.gitkeep b/notebooks/environmental_context_value_sets/plant_associated/env_medium/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/plant_associated/gold/.gitkeep b/notebooks/environmental_context_value_sets/plant_associated/gold/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/sediment/env_broad_scale/.gitkeep b/notebooks/environmental_context_value_sets/sediment/env_broad_scale/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/sediment/env_local_scale/.gitkeep b/notebooks/environmental_context_value_sets/sediment/env_local_scale/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/sediment/env_medium/.gitkeep b/notebooks/environmental_context_value_sets/sediment/env_medium/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/post_google_sheets_sediment_env_medium.ipynb b/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb similarity index 100% rename from notebooks/post_google_sheets_sediment_env_medium.ipynb rename to notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb diff --git a/notebooks/environmental_context_value_sets/sediment/gold/.gitkeep b/notebooks/environmental_context_value_sets/sediment/gold/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/soil/discover_excludable_soils.ipynb b/notebooks/environmental_context_value_sets/soil/discover_excludable_soils.ipynb new file mode 100644 index 00000000..a0706aab --- /dev/null +++ b/notebooks/environmental_context_value_sets/soil/discover_excludable_soils.ipynb @@ -0,0 +1,1250 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.018220Z", + "start_time": "2024-11-08T21:15:00.992369Z" + } + }, + "source": [ + "from oaklib import get_adapter\n", + "from oaklib.datamodels.vocabulary import IS_A\n", + "from itertools import chain\n", + "import textdistance\n", + "import pandas as pd\n", + "import textwrap\n", + "import matplotlib.pyplot as plt\n", + "import random\n" + ], + "outputs": [], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.027975Z", + "start_time": "2024-11-08T21:15:07.024140Z" + } + }, + "cell_type": "code", + "source": "adapter_string = \"sqlite:obo:envo\"", + "id": "9f2bef41173fd084", + "outputs": [], + "execution_count": 2 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.108097Z", + "start_time": "2024-11-08T21:15:07.103029Z" + } + }, + "cell_type": "code", + "source": "target_labels = [\"soil\"]", + "id": "6b16af8bdda12631", + "outputs": [], + "execution_count": 3 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.151134Z", + "start_time": "2024-11-08T21:15:07.147314Z" + } + }, + "cell_type": "code", + "source": "output_file = \"discover_excludable_soils.tsv\"", + "id": "8d05518530e5a1a5", + "outputs": [], + "execution_count": 4 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.198874Z", + "start_time": "2024-11-08T21:15:07.195212Z" + } + }, + "cell_type": "code", + "source": [ + "reasonable_relations = [\n", + " 'adjacent to',\n", + " 'composed primarily of',\n", + " 'has part',\n", + " 'located in',\n", + " 'part of',\n", + "]\n", + "\n", + "# this excludes relations in which one participant must be a quality, process, etc." + ], + "id": "cc4c5f1fb8a99c38", + "outputs": [], + "execution_count": 5 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.278654Z", + "start_time": "2024-11-08T21:15:07.243512Z" + } + }, + "cell_type": "code", + "source": "adapter = get_adapter(adapter_string)", + "id": "71b097db8b835fd5", + "outputs": [], + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.384410Z", + "start_time": "2024-11-08T21:15:07.293681Z" + } + }, + "cell_type": "code", + "source": [ + "biomes = set()\n", + "\n", + "curies = adapter.basic_search(\"biome\")\n", + "for curie in curies:\n", + " descendants = adapter.descendants(curie, predicates=[IS_A])\n", + " for d in descendants:\n", + " biomes.add(d)" + ], + "id": "6d76d42bb986ddae", + "outputs": [], + "execution_count": 7 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.455704Z", + "start_time": "2024-11-08T21:15:07.395848Z" + } + }, + "cell_type": "code", + "source": [ + "environmental_materials = set()\n", + "\n", + "curies = adapter.basic_search(\"environmental material\")\n", + "for curie in curies:\n", + " descendants = adapter.descendants(curie, predicates=[IS_A])\n", + " for d in descendants:\n", + " environmental_materials.add(d)" + ], + "id": "11573010911bb8f", + "outputs": [], + "execution_count": 8 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.577013Z", + "start_time": "2024-11-08T21:15:07.469013Z" + } + }, + "cell_type": "code", + "source": [ + "material_entities = set()\n", + "\n", + "curies = adapter.basic_search(\"material entity\")\n", + "for curie in curies:\n", + " descendants = adapter.descendants(curie, predicates=[IS_A])\n", + " for d in descendants:\n", + " material_entities.add(d)" + ], + "id": "84774b759981935a", + "outputs": [], + "execution_count": 9 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.599348Z", + "start_time": "2024-11-08T21:15:07.595169Z" + } + }, + "cell_type": "code", + "source": [ + "# reasonable_others = material_entities - biomes.union(environmental_materials)\n", + "\n", + "reasonable_others = material_entities - environmental_materials # actually, let's also pull out soils whose differentia can be expressed in the env_broad_scale\n", + "\n", + "# mangrove biome soil" + ], + "id": "dde15e9453483a9d", + "outputs": [], + "execution_count": 10 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.643174Z", + "start_time": "2024-11-08T21:15:07.639122Z" + } + }, + "cell_type": "code", + "source": "targets = set()", + "id": "a66cae9ebc0cc7b8", + "outputs": [], + "execution_count": 11 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.742238Z", + "start_time": "2024-11-08T21:15:07.688027Z" + } + }, + "cell_type": "code", + "source": [ + "for current_label in target_labels:\n", + " for class_id in adapter.basic_search(current_label):\n", + " descendants = adapter.descendants(class_id, predicates=[IS_A])\n", + " for d in descendants:\n", + " targets.add(d)\n" + ], + "id": "b8e0bd61cb887a94", + "outputs": [], + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.766393Z", + "start_time": "2024-11-08T21:15:07.761711Z" + } + }, + "cell_type": "code", + "source": "up_rels = adapter.relationships(targets)", + "id": "f13353149550e831", + "outputs": [], + "execution_count": 13 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.809618Z", + "start_time": "2024-11-08T21:15:07.804864Z" + } + }, + "cell_type": "code", + "source": "down_rels = adapter.relationships(objects=targets)", + "id": "58fcd6b036c084a4", + "outputs": [], + "execution_count": 14 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.860476Z", + "start_time": "2024-11-08T21:15:07.855726Z" + } + }, + "cell_type": "code", + "source": "rels_gen = chain(up_rels, down_rels)", + "id": "c8717815968fa5d9", + "outputs": [], + "execution_count": 15 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.909630Z", + "start_time": "2024-11-08T21:15:07.905308Z" + } + }, + "cell_type": "code", + "source": "rels_list = []", + "id": "37a5169d443d9afb", + "outputs": [], + "execution_count": 16 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:07.960271Z", + "start_time": "2024-11-08T21:15:07.955339Z" + } + }, + "cell_type": "code", + "source": "preds_count = {}", + "id": "e7d42016afea0ec9", + "outputs": [], + "execution_count": 17 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:08.024893Z", + "start_time": "2024-11-08T21:15:08.013975Z" + } + }, + "cell_type": "code", + "source": [ + "differentiated_targets = targets.copy()\n", + "\n", + "differentiated_targets.remove(\"ENVO:00001998\")" + ], + "id": "273ab0be5d55acf5", + "outputs": [], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:13.729107Z", + "start_time": "2024-11-08T21:15:08.074959Z" + } + }, + "cell_type": "code", + "source": [ + "for rel in rels_gen:\n", + " s, p, o = rel\n", + " p_lab_or_id = adapter.label(p) if adapter.label(p) is not None else p\n", + " inner_dict = {\n", + " \"s\": s,\n", + " \"s_is_soil\": s in differentiated_targets,\n", + " \"s_is_reasonable_other\": s in reasonable_others,\n", + " \"slab\": adapter.label(s),\n", + " \"p\": p,\n", + " \"plab\": adapter.label(p),\n", + " \"p_lab_or_id\": p_lab_or_id,\n", + " 'relation_is_reasonable': p_lab_or_id in reasonable_relations,\n", + " \"o\": o,\n", + " \"o_is_soil\": o in differentiated_targets,\n", + " \"o_is_reasonable_other\": o in reasonable_others,\n", + " \"olab\": adapter.label(o),\n", + " \"slab_olab_cosine\": textdistance.cosine(adapter.label(s), adapter.label(o))\n", + " }\n", + " if inner_dict['s_is_soil'] and not inner_dict['o_is_soil']:\n", + " inner_dict['sole_soil'] = inner_dict['slab']\n", + " if inner_dict['o_is_soil'] and not inner_dict['s_is_soil']:\n", + " inner_dict['sole_soil'] = inner_dict['olab']\n", + "\n", + " if inner_dict['s_is_reasonable_other'] and not inner_dict['o_is_reasonable_other']:\n", + " inner_dict['sole_reasonable_other'] = inner_dict['slab']\n", + " if inner_dict['o_is_reasonable_other'] and not inner_dict['s_is_reasonable_other']:\n", + " inner_dict['sole_reasonable_other'] = inner_dict['olab']\n", + "\n", + " if inner_dict['p_lab_or_id'] in preds_count:\n", + " preds_count[inner_dict['p_lab_or_id']] += 1\n", + " else:\n", + " preds_count[inner_dict['p_lab_or_id']] = 1\n", + "\n", + " rels_list.append(inner_dict)" + ], + "id": "e7cfa7893f8216c2", + "outputs": [], + "execution_count": 19 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:13.752817Z", + "start_time": "2024-11-08T21:15:13.747382Z" + } + }, + "cell_type": "code", + "source": "rels_frame = pd.DataFrame(rels_list)", + "id": "76ed80e1e97de3e9", + "outputs": [], + "execution_count": 20 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:13.804282Z", + "start_time": "2024-11-08T21:15:13.792294Z" + } + }, + "cell_type": "code", + "source": "rels_frame.to_csv(output_file, sep=\"\\t\", index=False)", + "id": "f6bd0f899df2e00c", + "outputs": [], + "execution_count": 21 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:13.847472Z", + "start_time": "2024-11-08T21:15:13.842629Z" + } + }, + "cell_type": "code", + "source": [ + "reasonable_frame = rels_frame[rels_frame['relation_is_reasonable']]\n", + "# filter out rows with null/NA values\n", + "reasonable_frame = reasonable_frame.dropna()" + ], + "id": "ff2f774ec512b720", + "outputs": [], + "execution_count": 22 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:13.924193Z", + "start_time": "2024-11-08T21:15:13.890827Z" + } + }, + "cell_type": "code", + "source": "reasonable_frame", + "id": "c56ab545691d7b4f", + "outputs": [ + { + "data": { + "text/plain": [ + " s s_is_soil s_is_reasonable_other slab \\\n", + "51 ENVO:00002259 True False agricultural soil \n", + "53 ENVO:00002260 True False dune soil \n", + "55 ENVO:00002261 True False forest soil \n", + "59 ENVO:00002263 True False garden soil \n", + "60 ENVO:00002263 True False garden soil \n", + "64 ENVO:00002275 True False technosol \n", + "103 ENVO:00005740 True False paddy field soil \n", + "108 ENVO:00005743 True False roadside soil \n", + "110 ENVO:00005744 True False allotment garden soil \n", + "112 ENVO:00005746 True False savanna soil \n", + "119 ENVO:00005750 True False grassland soil \n", + "126 ENVO:00005755 True False field soil \n", + "130 ENVO:00005758 True False alluvial swamp soil \n", + "136 ENVO:00005761 True False meadow soil \n", + "143 ENVO:00005764 True False pond soil \n", + "150 ENVO:00005769 True False mountain forest soil \n", + "156 ENVO:00005772 True False orchard soil \n", + "157 ENVO:00005772 True False orchard soil \n", + "159 ENVO:00005773 True False pasture soil \n", + "168 ENVO:00005777 True False steppe soil \n", + "177 ENVO:00005786 True False upland soil \n", + "180 ENVO:00005788 True False rubber plantation soil \n", + "195 ENVO:01001526 True False frozen soil \n", + "204 ENVO:01001616 True False bare soil \n", + "209 ENVO:02000138 True False mangrove biome soil \n", + "227 ENVO:00000044 False True peatland \n", + "228 ENVO:00000258 False True alluvial plain \n", + "229 ENVO:00000314 False True alluvial fan \n", + "373 ENVO:04000011 False True bare soil surface layer \n", + "\n", + " p plab p_lab_or_id \\\n", + "51 BFO:0000050 part of part of \n", + "53 BFO:0000050 part of part of \n", + "55 RO:0001025 located in located in \n", + "59 BFO:0000050 part of part of \n", + "60 RO:0001025 located in located in \n", + "64 BFO:0000050 part of part of \n", + "103 BFO:0000050 part of part of \n", + "108 RO:0001025 located in located in \n", + "110 BFO:0000050 part of part of \n", + "112 RO:0001025 located in located in \n", + "119 RO:0001025 located in located in \n", + "126 BFO:0000050 part of part of \n", + "130 BFO:0000050 part of part of \n", + "136 BFO:0000050 part of part of \n", + "143 RO:0002220 adjacent to adjacent to \n", + "150 BFO:0000050 part of part of \n", + "156 BFO:0000050 part of part of \n", + "157 RO:0001025 located in located in \n", + "159 RO:0001025 located in located in \n", + "168 RO:0001025 located in located in \n", + "177 BFO:0000050 part of part of \n", + "180 BFO:0000050 part of part of \n", + "195 BFO:0000050 part of part of \n", + "204 RO:0002220 adjacent to adjacent to \n", + "209 RO:0001025 located in located in \n", + "227 RO:0002473 composed primarily of composed primarily of \n", + "228 RO:0002473 composed primarily of composed primarily of \n", + "229 RO:0002473 composed primarily of composed primarily of \n", + "373 RO:0002473 composed primarily of composed primarily of \n", + "\n", + " relation_is_reasonable o o_is_soil o_is_reasonable_other \\\n", + "51 True ENVO:00000077 False True \n", + "53 True ENVO:00000170 False True \n", + "55 True ENVO:00000111 False True \n", + "59 True ENVO:00000011 False True \n", + "60 True ENVO:00000011 False True \n", + "64 True ENVO:01000983 False True \n", + "103 True ENVO:00000297 False True \n", + "108 True ENVO:01000447 False True \n", + "110 True ENVO:00005745 False True \n", + "112 True ENVO:00000261 False True \n", + "119 True ENVO:00000106 False True \n", + "126 True ENVO:00000114 False True \n", + "130 True ENVO:00000233 False True \n", + "136 True ENVO:00000108 False True \n", + "143 True ENVO:00000033 False True \n", + "150 True ENVO:00000081 False True \n", + "156 True ENVO:00000115 False True \n", + "157 True ENVO:00000115 False True \n", + "159 True ENVO:00000266 False True \n", + "168 True ENVO:00000262 False True \n", + "177 True ENVO:00000176 False True \n", + "180 True ENVO:00000164 False True \n", + "195 True ENVO:01001524 False True \n", + "204 True ENVO:01000540 False True \n", + "209 True ENVO:01000181 False True \n", + "227 True ENVO:00005774 True False \n", + "228 True ENVO:00002871 True False \n", + "229 True ENVO:00002871 True False \n", + "373 True ENVO:01001616 True False \n", + "\n", + " olab slab_olab_cosine sole_reasonable_other \\\n", + "51 agricultural ecosystem 0.775632 agricultural ecosystem \n", + "53 dune 0.666667 dune \n", + "55 forested area 0.585369 forested area \n", + "59 garden 0.738549 garden \n", + "60 garden 0.738549 garden \n", + "64 technosphere 0.673575 technosphere \n", + "103 paddy field 0.829156 paddy field \n", + "108 roadside 0.784465 roadside \n", + "110 allotment garden 0.872872 allotment garden \n", + "112 savanna 0.763763 savanna \n", + "119 grassland area 0.714286 grassland area \n", + "126 agricultural field 0.596285 agricultural field \n", + "130 swamp ecosystem 0.473879 swamp ecosystem \n", + "136 meadow ecosystem 0.678401 meadow ecosystem \n", + "143 pond 0.666667 pond \n", + "150 mountain 0.632456 mountain \n", + "156 orchard 0.763763 orchard \n", + "157 orchard 0.763763 orchard \n", + "159 pasture 0.763763 pasture \n", + "168 steppe 0.738549 steppe \n", + "177 elevated landform 0.511891 elevated landform \n", + "180 rubber plantation 0.879049 rubber plantation \n", + "195 frozen land 0.727273 frozen land \n", + "204 troposphere 0.402015 troposphere \n", + "209 mangrove biome 0.858395 mangrove biome \n", + "227 peat soil 0.589256 peatland \n", + "228 alluvial soil 0.815374 alluvial plain \n", + "229 alluvial soil 0.720577 alluvial fan \n", + "373 bare soil 0.625543 bare soil surface layer \n", + "\n", + " sole_soil \n", + "51 agricultural soil \n", + "53 dune soil \n", + "55 forest soil \n", + "59 garden soil \n", + "60 garden soil \n", + "64 technosol \n", + "103 paddy field soil \n", + "108 roadside soil \n", + "110 allotment garden soil \n", + "112 savanna soil \n", + "119 grassland soil \n", + "126 field soil \n", + "130 alluvial swamp soil \n", + "136 meadow soil \n", + "143 pond soil \n", + "150 mountain forest soil \n", + "156 orchard soil \n", + "157 orchard soil \n", + "159 pasture soil \n", + "168 steppe soil \n", + "177 upland soil \n", + "180 rubber plantation soil \n", + "195 frozen soil \n", + "204 bare soil \n", + "209 mangrove biome soil \n", + "227 peat soil \n", + "228 alluvial soil \n", + "229 alluvial soil \n", + "373 bare soil " + ], + "text/html": [ + "
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ss_is_soils_is_reasonable_otherslabpplabp_lab_or_idrelation_is_reasonableoo_is_soilo_is_reasonable_otherolabslab_olab_cosinesole_reasonable_othersole_soil
51ENVO:00002259TrueFalseagricultural soilBFO:0000050part ofpart ofTrueENVO:00000077FalseTrueagricultural ecosystem0.775632agricultural ecosystemagricultural soil
53ENVO:00002260TrueFalsedune soilBFO:0000050part ofpart ofTrueENVO:00000170FalseTruedune0.666667dunedune soil
55ENVO:00002261TrueFalseforest soilRO:0001025located inlocated inTrueENVO:00000111FalseTrueforested area0.585369forested areaforest soil
59ENVO:00002263TrueFalsegarden soilBFO:0000050part ofpart ofTrueENVO:00000011FalseTruegarden0.738549gardengarden soil
60ENVO:00002263TrueFalsegarden soilRO:0001025located inlocated inTrueENVO:00000011FalseTruegarden0.738549gardengarden soil
64ENVO:00002275TrueFalsetechnosolBFO:0000050part ofpart ofTrueENVO:01000983FalseTruetechnosphere0.673575technospheretechnosol
103ENVO:00005740TrueFalsepaddy field soilBFO:0000050part ofpart ofTrueENVO:00000297FalseTruepaddy field0.829156paddy fieldpaddy field soil
108ENVO:00005743TrueFalseroadside soilRO:0001025located inlocated inTrueENVO:01000447FalseTrueroadside0.784465roadsideroadside soil
110ENVO:00005744TrueFalseallotment garden soilBFO:0000050part ofpart ofTrueENVO:00005745FalseTrueallotment garden0.872872allotment gardenallotment garden soil
112ENVO:00005746TrueFalsesavanna soilRO:0001025located inlocated inTrueENVO:00000261FalseTruesavanna0.763763savannasavanna soil
119ENVO:00005750TrueFalsegrassland soilRO:0001025located inlocated inTrueENVO:00000106FalseTruegrassland area0.714286grassland areagrassland soil
126ENVO:00005755TrueFalsefield soilBFO:0000050part ofpart ofTrueENVO:00000114FalseTrueagricultural field0.596285agricultural fieldfield soil
130ENVO:00005758TrueFalsealluvial swamp soilBFO:0000050part ofpart ofTrueENVO:00000233FalseTrueswamp ecosystem0.473879swamp ecosystemalluvial swamp soil
136ENVO:00005761TrueFalsemeadow soilBFO:0000050part ofpart ofTrueENVO:00000108FalseTruemeadow ecosystem0.678401meadow ecosystemmeadow soil
143ENVO:00005764TrueFalsepond soilRO:0002220adjacent toadjacent toTrueENVO:00000033FalseTruepond0.666667pondpond soil
150ENVO:00005769TrueFalsemountain forest soilBFO:0000050part ofpart ofTrueENVO:00000081FalseTruemountain0.632456mountainmountain forest soil
156ENVO:00005772TrueFalseorchard soilBFO:0000050part ofpart ofTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soil
157ENVO:00005772TrueFalseorchard soilRO:0001025located inlocated inTrueENVO:00000115FalseTrueorchard0.763763orchardorchard soil
159ENVO:00005773TrueFalsepasture soilRO:0001025located inlocated inTrueENVO:00000266FalseTruepasture0.763763pasturepasture soil
168ENVO:00005777TrueFalsesteppe soilRO:0001025located inlocated inTrueENVO:00000262FalseTruesteppe0.738549steppesteppe soil
177ENVO:00005786TrueFalseupland soilBFO:0000050part ofpart ofTrueENVO:00000176FalseTrueelevated landform0.511891elevated landformupland soil
180ENVO:00005788TrueFalserubber plantation soilBFO:0000050part ofpart ofTrueENVO:00000164FalseTruerubber plantation0.879049rubber plantationrubber plantation soil
195ENVO:01001526TrueFalsefrozen soilBFO:0000050part ofpart ofTrueENVO:01001524FalseTruefrozen land0.727273frozen landfrozen soil
204ENVO:01001616TrueFalsebare soilRO:0002220adjacent toadjacent toTrueENVO:01000540FalseTruetroposphere0.402015tropospherebare soil
209ENVO:02000138TrueFalsemangrove biome soilRO:0001025located inlocated inTrueENVO:01000181FalseTruemangrove biome0.858395mangrove biomemangrove biome soil
227ENVO:00000044FalseTruepeatlandRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00005774TrueFalsepeat soil0.589256peatlandpeat soil
228ENVO:00000258FalseTruealluvial plainRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00002871TrueFalsealluvial soil0.815374alluvial plainalluvial soil
229ENVO:00000314FalseTruealluvial fanRO:0002473composed primarily ofcomposed primarily ofTrueENVO:00002871TrueFalsealluvial soil0.720577alluvial fanalluvial soil
373ENVO:04000011FalseTruebare soil surface layerRO:0002473composed primarily ofcomposed primarily ofTrueENVO:01001616TrueFalsebare soil0.625543bare soil surface layerbare soil
\n", + "
" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 23 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:14.949632Z", + "start_time": "2024-11-08T21:15:14.197619Z" + } + }, + "cell_type": "code", + "source": [ + "\n", + "reasonable_lod = reasonable_frame.to_dict(orient='records')\n", + "\n", + "# Extract unique groups from 'p_lab_or_id' and map each one to an x-axis position\n", + "groups = {item['p_lab_or_id'] for item in reasonable_lod}\n", + "group_positions = {group: idx + 1 for idx, group in\n", + " enumerate(groups)} # Assign positions for each unique 'p_lab_or_id' group\n", + "\n", + "\n", + "# Helper function to wrap labels\n", + "def wrap_label(label, width=15):\n", + " return \"\\n\".join(textwrap.wrap(label, width))\n", + "\n", + "\n", + "# Define a set of colors to choose from (optional)\n", + "colors = ['#FF5733', '#33FF57', '#3357FF', '#FF33A1', '#FF8F33', '#33FFF2', '#E1FF33']\n", + "\n", + "# Adjust the figure size and font size\n", + "plt.figure(figsize=(15, 10))\n", + "\n", + "# Plot each label with more random jitter and random color\n", + "for item in reasonable_lod:\n", + " x = group_positions[item['p_lab_or_id']]\n", + " y = item['slab_olab_cosine']\n", + " label = f\"{item['slab']} ({item['olab']})\"\n", + " wrapped_label = wrap_label(label, width=50)\n", + "\n", + " # Add increased random jitter to the label position\n", + " # x_jitter = random.uniform(-0.3, 0.3) # Larger random jitter in x-axis\n", + " y_jitter = random.uniform(-0.2, 0.0) # Larger random jitter in y-axis\n", + "\n", + " # Select a random color for the label\n", + " color = random.choice(colors) # Alternatively, use color = (random.random(), random.random(), random.random())\n", + "\n", + " # # Plot the label with random color\n", + " # plt.text(x + x_jitter, y + y_jitter, wrapped_label, ha='center', va='bottom', fontsize=8, color=color)\n", + " plt.text(x, y + y_jitter , wrapped_label, ha='right', va='bottom', fontsize=14, color=color)\n", + "\n", + "# Increase x-tick label size and rotate\n", + "plt.xticks(ticks=list(group_positions.values()), labels=list(group_positions.keys()), rotation=45, ha='right',\n", + " fontsize=12)\n", + "\n", + "# Configure other plot aesthetics\n", + "plt.xlabel(\"Predicate\", fontsize=12)\n", + "plt.ylabel(\"subject/object label cosine similarity\", fontsize=12)\n", + "plt.title(\"Soil Relationships (Excluding 'rdfs:subClassOf')\", fontsize=14)\n", + "\n", + "plt.tight_layout() # Adjust layout to prevent clipping\n", + "plt.show()" + ], + "id": "ecc4cd8784643118", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 24 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:15.057526Z", + "start_time": "2024-11-08T21:15:15.053716Z" + } + }, + "cell_type": "code", + "source": "", + "id": "14801c96f3dced35", + "outputs": [], + "execution_count": null + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-11-08T21:15:15.100812Z", + "start_time": "2024-11-08T21:15:15.096708Z" + } + }, + "cell_type": "code", + "source": "", + "id": "9392b9b75b6bb0fe", + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/discover_excludable_soils.tsv b/notebooks/environmental_context_value_sets/soil/discover_excludable_soils.tsv similarity index 100% rename from notebooks/discover_excludable_soils.tsv rename to notebooks/environmental_context_value_sets/soil/discover_excludable_soils.tsv diff --git a/notebooks/discover_excludable_soils_curated.tsv b/notebooks/environmental_context_value_sets/soil/discover_excludable_soils_curated.tsv similarity index 100% rename from notebooks/discover_excludable_soils_curated.tsv rename to notebooks/environmental_context_value_sets/soil/discover_excludable_soils_curated.tsv diff --git a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb b/notebooks/environmental_context_value_sets/soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.ipynb similarity index 77% rename from notebooks/post_google_sheets_soil_env_broad_scale.ipynb rename to notebooks/environmental_context_value_sets/soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.ipynb index 8848ba5e..e35525f0 100644 --- a/notebooks/post_google_sheets_soil_env_broad_scale.ipynb +++ b/notebooks/environmental_context_value_sets/soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-05T17:00:36.775170Z", - "start_time": "2024-11-05T17:00:33.969104Z" + "end_time": "2024-11-08T21:16:56.800932Z", + "start_time": "2024-11-08T21:16:52.593413Z" } }, "source": [ @@ -21,8 +21,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:36.782798Z", - "start_time": "2024-11-05T17:00:36.779742Z" + "end_time": "2024-11-08T21:16:56.811947Z", + "start_time": "2024-11-08T21:16:56.807808Z" } }, "cell_type": "code", @@ -34,8 +34,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:36.845462Z", - "start_time": "2024-11-05T17:00:36.842127Z" + "end_time": "2024-11-08T21:16:56.907294Z", + "start_time": "2024-11-08T21:16:56.902530Z" } }, "cell_type": "code", @@ -47,8 +47,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:36.890942Z", - "start_time": "2024-11-05T17:00:36.887895Z" + "end_time": "2024-11-08T21:16:56.950601Z", + "start_time": "2024-11-08T21:16:56.946313Z" } }, "cell_type": "code", @@ -60,8 +60,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:36.938906Z", - "start_time": "2024-11-05T17:00:36.935921Z" + "end_time": "2024-11-08T21:16:56.999965Z", + "start_time": "2024-11-08T21:16:56.995786Z" } }, "cell_type": "code", @@ -73,8 +73,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.022779Z", - "start_time": "2024-11-05T17:00:36.983231Z" + "end_time": "2024-11-08T21:16:57.086246Z", + "start_time": "2024-11-08T21:16:57.044439Z" } }, "cell_type": "code", @@ -86,8 +86,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.036765Z", - "start_time": "2024-11-05T17:00:37.033402Z" + "end_time": "2024-11-08T21:16:57.102475Z", + "start_time": "2024-11-08T21:16:57.099219Z" } }, "cell_type": "code", @@ -99,8 +99,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.164758Z", - "start_time": "2024-11-05T17:00:37.079884Z" + "end_time": "2024-11-08T21:16:57.235408Z", + "start_time": "2024-11-08T21:16:57.143003Z" } }, "cell_type": "code", @@ -130,8 +130,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.240860Z", - "start_time": "2024-11-05T17:00:37.235982Z" + "end_time": "2024-11-08T21:16:57.266805Z", + "start_time": "2024-11-08T21:16:57.261227Z" } }, "cell_type": "code", @@ -161,8 +161,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.309909Z", - "start_time": "2024-11-05T17:00:37.285430Z" + "end_time": "2024-11-08T21:16:57.350664Z", + "start_time": "2024-11-08T21:16:57.308157Z" } }, "cell_type": "code", @@ -183,8 +183,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.336696Z", - "start_time": "2024-11-05T17:00:37.333143Z" + "end_time": "2024-11-08T21:16:57.362168Z", + "start_time": "2024-11-08T21:16:57.357352Z" } }, "cell_type": "code", @@ -196,8 +196,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.386813Z", - "start_time": "2024-11-05T17:00:37.381808Z" + "end_time": "2024-11-08T21:16:57.414132Z", + "start_time": "2024-11-08T21:16:57.406430Z" } }, "cell_type": "code", @@ -209,8 +209,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T17:00:37.440169Z", - "start_time": "2024-11-05T17:00:37.432955Z" + "end_time": "2024-11-08T21:16:57.462452Z", + "start_time": "2024-11-08T21:16:57.459182Z" } }, "cell_type": "code", diff --git a/notebooks/post_google_sheets_soil_env_broad_scale.tsv b/notebooks/environmental_context_value_sets/soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.tsv similarity index 100% rename from notebooks/post_google_sheets_soil_env_broad_scale.tsv rename to notebooks/environmental_context_value_sets/soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.tsv index 146d35e6..5821211d 100644 --- a/notebooks/post_google_sheets_soil_env_broad_scale.tsv +++ b/notebooks/environmental_context_value_sets/soil/env_broad_scale/post_google_sheets_soil_env_broad_scale.tsv @@ -1,53 +1,53 @@ id label -ENVO:01000209 subtropical coniferous forest biome -ENVO:01000178 savanna biome -ENVO:01001369 tidal mangrove shrubland -ENVO:01000177 grassland biome -ENVO:01000218 xeric shrubland biome -ENVO:01000222 subtropical woodland biome -ENVO:00000446 terrestrial biome -ENVO:01000180 tundra biome -ENVO:01000215 temperate shrubland biome -ENVO:01000201 subtropical broadleaf forest biome -ENVO:01000228 tropical moist broadleaf forest biome -ENVO:01000174 forest biome -ENVO:01000190 flooded savanna biome +ENVO:01000220 tropical woodland biome +ENVO:01000216 montane shrubland biome +ENVO:01000191 subtropical grassland biome +ENVO:01000200 tropical broadleaf forest biome +ENVO:01000198 mixed forest biome ENVO:01000189 temperate savanna biome -ENVO:01000192 tropical grassland biome -ENVO:01000226 subtropical moist broadleaf forest biome -ENVO:01000223 montane savanna biome +ENVO:01000250 subpolar coniferous forest biome +ENVO:01000225 subtropical dry broadleaf forest biome ENVO:01000217 mediterranean shrubland biome -ENVO:01000193 temperate grassland biome -ENVO:01000197 broadleaf forest biome -ENVO:01000200 tropical broadleaf forest biome +ENVO:01000174 forest biome +ENVO:01000202 temperate broadleaf forest biome +ENVO:01000188 tropical savanna biome +ENVO:01000215 temperate shrubland biome +ENVO:01000199 mediterranean forest biome ENVO:01000227 tropical dry broadleaf forest biome -ENVO:01000225 subtropical dry broadleaf forest biome -ENVO:01000181 mangrove biome -ENVO:01000175 woodland biome -ENVO:01000219 anthropogenic terrestrial biome -ENVO:01000176 shrubland biome -ENVO:01000191 subtropical grassland biome -ENVO:01000198 mixed forest biome -ENVO:01000212 temperate mixed forest biome -ENVO:01000211 temperate coniferous forest biome -ENVO:01000247 rangeland biome -ENVO:01000214 tropical shrubland biome -ENVO:01000195 flooded grassland biome -ENVO:01000229 mediterranean savanna biome ENVO:01000245 cropland biome -ENVO:01000224 mediterranean grassland biome +ENVO:01000211 temperate coniferous forest biome +ENVO:01000193 temperate grassland biome ENVO:01001798 tropical mixed forest biome -ENVO:01000221 temperate woodland biome +ENVO:01000196 coniferous forest biome +ENVO:01000209 subtropical coniferous forest biome +ENVO:01000208 mediterranean woodland biome +ENVO:01000212 temperate mixed forest biome +ENVO:01000218 xeric shrubland biome +ENVO:00000446 terrestrial biome +ENVO:01000195 flooded grassland biome ENVO:01000187 subtropical savanna biome +ENVO:01000177 grassland biome +ENVO:01000223 montane savanna biome +ENVO:01001505 alpine tundra biome +ENVO:01001369 tidal mangrove shrubland +ENVO:01000175 woodland biome ENVO:01000213 subtropical shrubland biome +ENVO:01000180 tundra biome +ENVO:01000178 savanna biome +ENVO:01000214 tropical shrubland biome +ENVO:01000224 mediterranean grassland biome +ENVO:01000226 subtropical moist broadleaf forest biome +ENVO:01000219 anthropogenic terrestrial biome +ENVO:01000229 mediterranean savanna biome +ENVO:01000190 flooded savanna biome +ENVO:01000228 tropical moist broadleaf forest biome +ENVO:01000192 tropical grassland biome +ENVO:01000247 rangeland biome ENVO:01000210 tropical coniferous forest biome -ENVO:01000202 temperate broadleaf forest biome -ENVO:01000196 coniferous forest biome -ENVO:01000216 montane shrubland biome +ENVO:01000176 shrubland biome +ENVO:01000222 subtropical woodland biome +ENVO:01000181 mangrove biome +ENVO:01000201 subtropical broadleaf forest biome ENVO:01000194 montane grassland biome -ENVO:01000188 tropical savanna biome -ENVO:01000208 mediterranean woodland biome -ENVO:01001505 alpine tundra biome -ENVO:01000250 subpolar coniferous forest biome -ENVO:01000220 tropical woodland biome -ENVO:01000199 mediterranean forest biome +ENVO:01000221 temperate woodland biome +ENVO:01000197 broadleaf forest biome diff --git a/notebooks/post_google_sheets_soil_env_local_scale.ipynb b/notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale.ipynb similarity index 87% rename from notebooks/post_google_sheets_soil_env_local_scale.ipynb rename to notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale.ipynb index 10a42e22..5437cf63 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.ipynb +++ b/notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-05T18:45:57.961750Z", - "start_time": "2024-11-05T18:45:57.958489Z" + "end_time": "2024-11-08T21:18:01.979181Z", + "start_time": "2024-11-08T21:17:57.858645Z" } }, "source": [ @@ -18,26 +18,26 @@ "import pandas as pd" ], "outputs": [], - "execution_count": 28 + "execution_count": 1 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.007164Z", - "start_time": "2024-11-05T18:45:58.004340Z" + "end_time": "2024-11-08T21:18:01.987933Z", + "start_time": "2024-11-08T21:18:01.984270Z" } }, "cell_type": "code", "source": "adapter_string = 'sqlite:obo:envo'", "id": "2148e2b371b9d3c1", "outputs": [], - "execution_count": 29 + "execution_count": 2 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.053329Z", - "start_time": "2024-11-05T18:45:58.050328Z" + "end_time": "2024-11-08T21:18:02.079740Z", + "start_time": "2024-11-08T21:18:02.075921Z" } }, "cell_type": "code", @@ -48,13 +48,13 @@ ], "id": "477f6f26578a06e0", "outputs": [], - "execution_count": 30 + "execution_count": 3 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.104260Z", - "start_time": "2024-11-05T18:45:58.101406Z" + "end_time": "2024-11-08T21:18:02.122038Z", + "start_time": "2024-11-08T21:18:02.117678Z" } }, "cell_type": "code", @@ -65,13 +65,13 @@ ], "id": "2b9221b70ebed187", "outputs": [], - "execution_count": 31 + "execution_count": 4 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.152087Z", - "start_time": "2024-11-05T18:45:58.149198Z" + "end_time": "2024-11-08T21:18:02.169577Z", + "start_time": "2024-11-08T21:18:02.166684Z" } }, "cell_type": "code", @@ -82,13 +82,13 @@ ], "id": "516cd149ddc657d6", "outputs": [], - "execution_count": 32 + "execution_count": 5 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.199924Z", - "start_time": "2024-11-05T18:45:58.195847Z" + "end_time": "2024-11-08T21:18:02.219499Z", + "start_time": "2024-11-08T21:18:02.215780Z" } }, "cell_type": "code", @@ -119,13 +119,13 @@ ], "id": "3f2188382ffdff63", "outputs": [], - "execution_count": 33 + "execution_count": 6 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.249359Z", - "start_time": "2024-11-05T18:45:58.244099Z" + "end_time": "2024-11-08T21:18:02.269709Z", + "start_time": "2024-11-08T21:18:02.264460Z" } }, "cell_type": "code", @@ -190,13 +190,13 @@ ], "id": "dc91a47fb8762a09", "outputs": [], - "execution_count": 34 + "execution_count": 7 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.297232Z", - "start_time": "2024-11-05T18:45:58.292504Z" + "end_time": "2024-11-08T21:18:02.320853Z", + "start_time": "2024-11-08T21:18:02.315048Z" } }, "cell_type": "code", @@ -262,13 +262,13 @@ ], "id": "aa150cf6ca815771", "outputs": [], - "execution_count": 35 + "execution_count": 8 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.347474Z", - "start_time": "2024-11-05T18:45:58.341266Z" + "end_time": "2024-11-08T21:18:02.369295Z", + "start_time": "2024-11-08T21:18:02.365098Z" } }, "cell_type": "code", @@ -313,13 +313,13 @@ ], "id": "63cbec0253b11d10", "outputs": [], - "execution_count": 36 + "execution_count": 9 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.394922Z", - "start_time": "2024-11-05T18:45:58.391609Z" + "end_time": "2024-11-08T21:18:02.419384Z", + "start_time": "2024-11-08T21:18:02.414942Z" } }, "cell_type": "code", @@ -343,13 +343,13 @@ ], "id": "c92f84a59fa1b709", "outputs": [], - "execution_count": 37 + "execution_count": 10 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.460396Z", - "start_time": "2024-11-05T18:45:58.444583Z" + "end_time": "2024-11-08T21:18:02.467232Z", + "start_time": "2024-11-08T21:18:02.462864Z" } }, "cell_type": "code", @@ -373,13 +373,13 @@ ], "id": "101ce9770c85fab4", "outputs": [], - "execution_count": 38 + "execution_count": 11 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.505469Z", - "start_time": "2024-11-05T18:45:58.502168Z" + "end_time": "2024-11-08T21:18:02.515265Z", + "start_time": "2024-11-08T21:18:02.511688Z" } }, "cell_type": "code", @@ -399,13 +399,13 @@ ], "id": "1a7e79eab8215a9c", "outputs": [], - "execution_count": 39 + "execution_count": 12 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.554092Z", - "start_time": "2024-11-05T18:45:58.548956Z" + "end_time": "2024-11-08T21:18:02.568087Z", + "start_time": "2024-11-08T21:18:02.562454Z" } }, "cell_type": "code", @@ -476,65 +476,65 @@ ], "id": "95875c9016c5b9a9", "outputs": [], - "execution_count": 40 + "execution_count": 13 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.603473Z", - "start_time": "2024-11-05T18:45:58.600609Z" + "end_time": "2024-11-08T21:18:02.615495Z", + "start_time": "2024-11-08T21:18:02.612617Z" } }, "cell_type": "code", "source": "# model_with_local_scale_file = 'post_google_sheets_soil_env_medium_relations_no_subclasses_useful_classes_curated.tsv'", "id": "ba10b9b104295ac9", "outputs": [], - "execution_count": 41 + "execution_count": 14 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.650220Z", - "start_time": "2024-11-05T18:45:58.647111Z" + "end_time": "2024-11-08T21:18:02.664107Z", + "start_time": "2024-11-08T21:18:02.660914Z" } }, "cell_type": "code", "source": "output_file = 'post_google_sheets_soil_env_local_scale.tsv'", "id": "1d2b4fc51e047786", "outputs": [], - "execution_count": 42 + "execution_count": 15 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.696888Z", - "start_time": "2024-11-05T18:45:58.693101Z" + "end_time": "2024-11-08T21:18:02.745439Z", + "start_time": "2024-11-08T21:18:02.708325Z" } }, "cell_type": "code", "source": "adapter = get_adapter(adapter_string)", "id": "7709e378f4d117eb", "outputs": [], - "execution_count": 43 + "execution_count": 16 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.744287Z", - "start_time": "2024-11-05T18:45:58.741223Z" + "end_time": "2024-11-08T21:18:02.761184Z", + "start_time": "2024-11-08T21:18:02.757936Z" } }, "cell_type": "code", "source": "targets = set()", "id": "1bbc3b1ad9958a37", "outputs": [], - "execution_count": 44 + "execution_count": 17 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:45:58.998959Z", - "start_time": "2024-11-05T18:45:58.789457Z" + "end_time": "2024-11-08T21:18:03.093065Z", + "start_time": "2024-11-08T21:18:02.801699Z" } }, "cell_type": "code", @@ -559,13 +559,13 @@ ] } ], - "execution_count": 45 + "execution_count": 18 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:00.611561Z", - "start_time": "2024-11-05T18:45:59.024985Z" + "end_time": "2024-11-08T21:18:05.340276Z", + "start_time": "2024-11-08T21:18:03.117467Z" } }, "cell_type": "code", @@ -578,13 +578,13 @@ ], "id": "81f451e5546cbeb2", "outputs": [], - "execution_count": 46 + "execution_count": 19 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:03.956615Z", - "start_time": "2024-11-05T18:46:00.616611Z" + "end_time": "2024-11-08T21:18:10.259513Z", + "start_time": "2024-11-08T21:18:05.345633Z" } }, "cell_type": "code", @@ -648,13 +648,13 @@ ] } ], - "execution_count": 47 + "execution_count": 20 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:03.972717Z", - "start_time": "2024-11-05T18:46:03.970107Z" + "end_time": "2024-11-08T21:18:10.285390Z", + "start_time": "2024-11-08T21:18:10.281106Z" } }, "cell_type": "code", @@ -669,13 +669,13 @@ ], "id": "62b7006a08a898a8", "outputs": [], - "execution_count": 48 + "execution_count": 21 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:04.018879Z", - "start_time": "2024-11-05T18:46:04.014871Z" + "end_time": "2024-11-08T21:18:10.328794Z", + "start_time": "2024-11-08T21:18:10.322149Z" } }, "cell_type": "code", @@ -696,13 +696,13 @@ ] } ], - "execution_count": 49 + "execution_count": 22 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:05.490494Z", - "start_time": "2024-11-05T18:46:04.069524Z" + "end_time": "2024-11-08T21:18:13.165256Z", + "start_time": "2024-11-08T21:18:10.379687Z" } }, "cell_type": "code", @@ -725,13 +725,13 @@ ] } ], - "execution_count": 50 + "execution_count": 23 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:05.727050Z", - "start_time": "2024-11-05T18:46:05.502980Z" + "end_time": "2024-11-08T21:18:13.545525Z", + "start_time": "2024-11-08T21:18:13.177546Z" } }, "cell_type": "code", @@ -799,13 +799,13 @@ ] } ], - "execution_count": 51 + "execution_count": 24 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:06.086508Z", - "start_time": "2024-11-05T18:46:05.743202Z" + "end_time": "2024-11-08T21:18:14.085364Z", + "start_time": "2024-11-08T21:18:13.559091Z" } }, "cell_type": "code", @@ -893,13 +893,13 @@ ] } ], - "execution_count": 52 + "execution_count": 25 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:06.161081Z", - "start_time": "2024-11-05T18:46:06.098851Z" + "end_time": "2024-11-08T21:18:14.199387Z", + "start_time": "2024-11-08T21:18:14.098765Z" } }, "cell_type": "code", @@ -915,13 +915,13 @@ ], "id": "67e8e7d3100e7c36", "outputs": [], - "execution_count": 53 + "execution_count": 26 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:06.180800Z", - "start_time": "2024-11-05T18:46:06.176303Z" + "end_time": "2024-11-08T21:18:14.257798Z", + "start_time": "2024-11-08T21:18:14.239145Z" } }, "cell_type": "code", @@ -932,13 +932,13 @@ ], "id": "2c72d0bcd67213c2", "outputs": [], - "execution_count": 54 + "execution_count": 27 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:46:06.229588Z", - "start_time": "2024-11-05T18:46:06.222985Z" + "end_time": "2024-11-08T21:18:14.311519Z", + "start_time": "2024-11-08T21:18:14.302991Z" } }, "cell_type": "code", diff --git a/notebooks/post_google_sheets_soil_env_local_scale.tsv b/notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv similarity index 100% rename from notebooks/post_google_sheets_soil_env_local_scale.tsv rename to notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv index 7bb424cc..060d49ac 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale.tsv +++ b/notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv @@ -1,145 +1,145 @@ id label -ENVO:00000083 hill +ENVO:00000508 terrace +ENVO:00000567 calanque +ENVO:01000429 burrow +ENVO:00000031 wadi +ENVO:00000174 isthmus ENVO:00000381 massif -ENVO:00000535 weir +ENVO:00000261 savanna +ENVO:00000177 moraine +ENVO:01000333 hillside +ENVO:00000064 road +ENVO:00000529 beach ridge +ENVO:00000077 agricultural ecosystem +ENVO:00000304 shore +ENVO:00000096 caldera +ENVO:01001243 forest ecosystem +ENVO:00000260 prairie +ENVO:00000133 glacier ENVO:00000325 polje -ENVO:00000091 beach -ENVO:00000232 fen -ENVO:00000524 abandoned watercourse -ENVO:00000109 woodland area -ENVO:00000313 blowout -ENVO:00000463 harbour ENVO:00000022 river -ENVO:00000439 dell -ENVO:00000262 steppe -ENVO:01000649 trench -ENVO:00000026 well -ENVO:00000039 fjord -ENVO:03501309 booth +ENVO:01000935 campground +ENVO:00000035 marsh +ENVO:00000421 wave-cut platform +ENVO:03000143 cryosphere +ENVO:03501238 hillock +ENVO:00000155 cirque +ENVO:00000357 lock +ENVO:00000524 abandoned watercourse ENVO:00002061 oil spill -ENVO:00000106 grassland area -ENVO:01001243 forest ecosystem -ENVO:00002000 slope +ENVO:00001996 mine drainage +ENVO:00000111 forested area +ENVO:00000283 ridge +ENVO:00000438 alas +ENVO:00000114 agricultural field +ENVO:01001538 frost-formed hummock +ENVO:00000439 dell ENVO:01000670 vein -ENVO:00000064 road -ENVO:01001357 desert -ENVO:03000132 firebreak +ENVO:00000563 pier +ENVO:00000076 mine +ENVO:03000085 thermokarst +ENVO:00002226 borehole +ENVO:03501248 overpass +ENVO:03501309 booth +ENVO:00000266 pasture +ENVO:00000521 rockfall ENVO:03600087 greenhouse -ENVO:00000304 shore -ENVO:00000169 canyon -ENVO:00000031 wadi -ENVO:00000100 valley -ENVO:03600033 residential backyard -ENVO:00000114 agricultural field -ENVO:00000044 peatland -ENVO:00000081 mountain ENVO:00000182 plateau -ENVO:01000429 burrow -ENVO:00000256 floodway -ENVO:00000115 orchard -ENVO:00000283 ridge +ENVO:01001207 ranch +ENVO:00000411 ford ENVO:00000180 mound -ENVO:01001870 gas well -ENVO:01001209 wetland ecosystem -ENVO:00000134 permafrost -ENVO:00000533 landfill -ENVO:03000143 cryosphere -ENVO:00000111 forested area -ENVO:00000280 escarpment -ENVO:00000195 sinkhole -ENVO:00000320 crevasse +ENVO:01000466 boundary wall +ENVO:01000447 roadside +ENVO:00000232 fen +ENVO:00000127 badland ENVO:00000293 continental divide -ENVO:01000935 campground -ENVO:00000074 dam -ENVO:00000438 alas -ENVO:00000543 swale -ENVO:00000068 tunnel -ENVO:00000075 bridge -ENVO:00000481 pinnacle -ENVO:00000216 fumarole -ENVO:00000529 beach ridge -ENVO:03501238 hillock -ENVO:00000421 wave-cut platform -ENVO:00000076 mine +ENVO:00000432 monadnock +ENVO:01001870 gas well ENVO:00000247 volcano -ENVO:00000266 pasture -ENVO:00000521 rockfall -ENVO:00000357 lock -ENVO:01001568 frost heave -ENVO:00000155 cirque +ENVO:00000289 horst ENVO:01001665 soil cryoturbate +ENVO:00000292 watershed +ENVO:00000074 dam +ENVO:00000170 dune ENVO:01001871 pit -ENVO:00000562 park -ENVO:00000429 arete -ENVO:00000261 savanna -ENVO:00000290 graben -ENVO:00000287 butte -ENVO:00000441 terracette +ENVO:00000011 garden +ENVO:00000276 drumlin +ENVO:00000067 cave +ENVO:00000530 apron +ENVO:00000106 grassland area +ENVO:00000134 permafrost +ENVO:01001280 driveway +ENVO:00000087 cliff +ENVO:01001568 frost heave +ENVO:00000543 swale +ENVO:00000280 escarpment +ENVO:00000255 flood plain +ENVO:00000086 plain +ENVO:01001524 frozen land +ENVO:00000516 hummock +ENVO:04000009 active permafrost layer +ENVO:00000169 canyon +ENVO:01000294 crevice ENVO:00000419 stack -ENVO:03501248 overpass -ENVO:00000444 woodland clearing +ENVO:01001279 sidewalk +ENVO:03501239 riverfront +ENVO:00000284 quarry ENVO:00000291 drainage basin -ENVO:01000468 fence -ENVO:00000514 crater -ENVO:01000446 ravine -ENVO:00000133 glacier +ENVO:03600033 residential backyard +ENVO:00000179 mesa +ENVO:00000044 peatland +ENVO:00000520 landslide +ENVO:00000081 mountain +ENVO:01000649 trench ENVO:00000078 farm -ENVO:00000567 calanque -ENVO:00000096 caldera -ENVO:03500001 playground -ENVO:00000086 plain +ENVO:00000262 steppe ENVO:00010358 fomite -ENVO:03000085 thermokarst -ENVO:01000447 roadside -ENVO:00000127 badland -ENVO:00000067 cave -ENVO:00000282 esker -ENVO:01000333 hillside -ENVO:00002226 borehole -ENVO:01001177 arable land -ENVO:00000177 moraine -ENVO:00000516 hummock -ENVO:00000284 quarry -ENVO:00000011 garden -ENVO:01000294 crevice -ENVO:01000302 outcrop -ENVO:00000289 horst -ENVO:00000027 spring -ENVO:01000985 fairground -ENVO:00000411 ford ENVO:03501245 drawbridge -ENVO:00000170 dune -ENVO:00000277 dry lake +ENVO:03000132 firebreak +ENVO:00000441 terracette +ENVO:03500001 playground +ENVO:00000514 crater +ENVO:00000023 stream +ENVO:00000091 beach ENVO:02000141 refinery +ENVO:01000985 fairground +ENVO:00000046 hedge +ENVO:00000115 orchard +ENVO:00000290 graben +ENVO:00000282 esker +ENVO:01001209 wetland ecosystem +ENVO:00000535 weir +ENVO:00000026 well +ENVO:03600068 ice wedge ENVO:00005801 rhizosphere -ENVO:04000009 active permafrost layer +ENVO:00000429 arete +ENVO:00000313 blowout +ENVO:00000083 hill ENVO:03000117 channel -ENVO:00000023 stream -ENVO:00000108 meadow ecosystem -ENVO:00000158 causeway -ENVO:00000255 flood plain -ENVO:00000260 prairie -ENVO:03501239 riverfront -ENVO:01001280 driveway -ENVO:00000046 hedge -ENVO:01001207 ranch ENVO:2000007 biochar -ENVO:00000035 marsh -ENVO:00000276 drumlin -ENVO:01000466 boundary wall -ENVO:00000077 agricultural ecosystem -ENVO:00001996 mine drainage -ENVO:00000563 pier -ENVO:00000174 isthmus -ENVO:00000508 terrace +ENVO:00000287 butte +ENVO:00000216 fumarole +ENVO:00000039 fjord +ENVO:01000446 ravine +ENVO:00000256 floodway +ENVO:00000158 causeway +ENVO:00000481 pinnacle +ENVO:01000468 fence +ENVO:00000108 meadow ecosystem +ENVO:00000027 spring +ENVO:00000277 dry lake +ENVO:00000075 bridge +ENVO:00000100 valley +ENVO:01001357 desert +ENVO:00000068 tunnel +ENVO:00000320 crevasse +ENVO:00000109 woodland area ENVO:00000033 pond -ENVO:03600068 ice wedge -ENVO:01001538 frost-formed hummock -ENVO:01001524 frozen land -ENVO:00000520 landslide -ENVO:00000292 watershed -ENVO:00000530 apron -ENVO:00000179 mesa -ENVO:01001279 sidewalk -ENVO:00000432 monadnock -ENVO:00000087 cliff +ENVO:00000444 woodland clearing +ENVO:00000562 park +ENVO:00000195 sinkhole +ENVO:00000533 landfill +ENVO:00000463 harbour +ENVO:00002000 slope +ENVO:01001177 arable land +ENVO:01000302 outcrop diff --git a/notebooks/post_google_sheets_soil_env_local_scale_initial.tsv b/notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale_initial.tsv similarity index 100% rename from notebooks/post_google_sheets_soil_env_local_scale_initial.tsv rename to notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale_initial.tsv index 81ef0794..94d9eb5a 100644 --- a/notebooks/post_google_sheets_soil_env_local_scale_initial.tsv +++ b/notebooks/environmental_context_value_sets/soil/env_local_scale/post_google_sheets_soil_env_local_scale_initial.tsv @@ -1,5132 +1,5132 @@ -ENVO:01000930 ecological corridor -ENVO:03000002 firn -ENVO:03501290 supermarket -ENVO:00000501 submerged bed -ENVO:01000437 lava field -ENVO:03501163 nutrition and dietetics unit facility -ENVO:01001132 hot Neptune -UBERON:0036661 wall of ventricular system of brain -CHEBI:33623 aluminium oxides -ENVO:06105102 megaplastic particle -ENVO:01000668 geological fault -UBERON:0003068 axial mesoderm -CHEBI:35552 heterocyclic organic fundamental parent -ENVO:02000142 petroleum oil refinery -ENVO:03501118 public transport hub -ENVO:03000033 marine sediment -ENVO:01000568 tubular paraffin lantern -FOODON:03315173 fish product (unspecified species) -ENVO:00005771 muddy soil -ENVO:00000184 hanging valley -ENVO:01000480 glass -FOODON:00002454 food product by quality -ENVO:01001461 UNEP-WCMC class 1 mountain -ENVO:00000387 container of an intermittent lake -ENVO:03501288 facility -CHEBI:36342 subatomic particle -ENVO:01000572 electric lamp -CHEBI:61120 nucleobase-containing molecular entity -CHEBI:33832 organic cyclic compound -ENVO:01000612 taxicab -ENVO:01000073 marine oligotrophic desert -ENVO:00000083 hill -CHEBI:24651 hydroxides -ENVO:03000112 snow drift -ENVO:01001783 liquid surface of an astronomical body -ENVO:00002135 treated wood -CHEBI:63409 pentose derivative -UBERON:0000177 pus -ENVO:01001032 environment determined by a biofilm on a plant surface -ENVO:03501348 veterinary facility -ENVO:00000183 stony desert -ENVO:01000967 public swimming pool -ENVO:00000380 ice shelf -CHEBI:38077 polypyrrole -NCBITaxon:7010 Schistocerca gregaria -ENVO:01000196 coniferous forest biome -ENVO:01000153 sulphate-reducing sediment -UBERON:0004232 lymphatic vessel smooth muscle -NCBITaxon:41191 Glossata -CHEBI:37826 sulfuric acid derivative -ENVO:03000067 pancake ice -UBERON:0004921 subdivision of digestive tract -ENVO:01000828 humid air -ENVO:00003088 pantothenate enriched soil -FOODON:03430109 food (liquid, low viscosity) -UBERON:0005867 mandibular prominence -ENVO:01000845 crystal -ENVO:01001396 abyssal clay -ENVO:03501113 public ferry -ENVO:01000949 lichen woodland -UBERON:0018674 heart vasculature -UBERON:0003511 iris blood vessel -CHEBI:60160 polyester polymer -UBERON:3010200 vasculature of respiratory integument -ENVO:03501327 utensil -ENVO:03501323 residential environment -FOODON:00001234 mayonnaise food product -FOODON:00001184 algal food product -UBERON:0010719 girdle skeleton -ENVO:00000526 cliff cleft -ENVO:03500018 solder -ENVO:00000464 artificial harbor -CHEBI:73113 divinyl chlorophyll a -CHEBI:32234 titanium dioxide -FOODON:03400845 coffee, tea, cocoa or infusion (eurofir) -CHEBI:22718 benzoates -CHEBI:25362 elemental molecule -ENVO:00005786 upland soil -UBERON:0002546 cranial placode -FOODON:03401095 50192900 - pasta/noodles (gs1 gpc) -FOODON:00001232 vinaigrette dressing food product -ENVO:01000061 marine wind mixed layer -CHEBI:53225 poly(alkylene) macromolecule -UBERON:0012180 head or neck skin -ENVO:01000445 disturbed ecosystem -ENVO:03510031 oil-based paint -NCBITaxon:3699 Brassicales -NCBITaxon:6545 Pteriomorphia -ENVO:03501217 tissue paper -ENVO:00002224 eutrophic water -FOODON:00001665 broad bean food product -NCBITaxon:1437201 Pentapetalae -ENVO:03501263 hand tool -UBERON:0007376 outer epithelium -CHEBI:33653 aliphatic compound -FOODON:00001245 tea beverage (liquid) -ENVO:01000182 temperate desert biome -ENVO:00000239 pocasin -ENVO:01000543 atmospheric layer -CHEBI:36683 organochlorine compound -ENVO:02000045 red clay -CHEBI:25940 peroxides -NCBITaxon:41378 Avicennia germinans -CHEBI:36892 elemental fluorine -CHEBI:33677 f-block molecular entity -ENVO:01000515 tiled building roof -NCBITaxon:1890450 Aphanothecaceae -FOODON:03316271 sugar product -ENVO:01001470 observatory system -FOODON:00001160 pomaceous fruit extract -ENVO:01000592 bed base -UBERON:0004119 endoderm-derived structure -FOODON:00001046 animal seafood product -UBERON:0003439 nerve of trunk region -CHEBI:26216 potassium atom -ENVO:01001345 floating ice mass -ENVO:00000267 submarine canyon -ENVO:01000564 mantle lamp -CHEBI:43098 heptane -ENVO:00002201 cis-dichloroethane contaminated sediment -UBERON:0003585 dermis connective tissue -ENVO:01001200 anthropised terrestrial environmental zone -CHEBI:36915 inorganic cation -ENVO:00002450 ocean basin -UBERON:0005389 transparent eye structure -CHEBI:28838 lutein -ENVO:02000109 dust from plant parts -ENVO:00000446 terrestrial biome -PO:0020148 shoot apical meristem -ENVO:03500005 anthropogenic litter -ENVO:00000069 distributary -FOODON:00001058 fruit extract food product -ENVO:01001169 area protected according to IUCN guidelines -CHEBI:33408 pnictogen oxoacid -ENVO:01001166 IUCN habitat/species management area -ENVO:06105279 sandy clay -ENVO:03520001 middle atmospheric level -ENVO:03501231 hospice -ENVO:01001623 glacial summer surface -ENVO:00005758 alluvial swamp soil -ENVO:01000228 tropical moist broadleaf forest biome -NCBITaxon:1892263 Hapalosiphonaceae -CHEBI:25608 nucleoside phosphate -ENVO:00000525 canalized stream -ENVO:01001341 marine tidal flow zone -ENVO:01000472 building roof -ENVO:01000646 lithosphere -FOODON:00001243 animal lipid food product -CHEBI:38669 pyrazolopyrimidine -ENVO:01000766 legal settlement -ENVO:01000166 mycetome -UBERON:0005638 anterior chamber epithelium -UBERON:0000021 cutaneous appendage +UBERON:0009480 endoderm of buccopharyngeal membrane +ENVO:00002982 clay +UBERON:0001013 adipose tissue +CHEBI:18140 hydrogen halide +ENVO:03501343 first nations reserve +FOODON:00002219 salad food product +ENVO:03501146 gastroenterology unit facility +CHEBI:36909 krypton molecular entity +UBERON:0004765 skeletal element +ENVO:01000154 carbon dioxide-reducing sediment +UBERON:0007005 cardiogenic splanchnic mesoderm ENVO:00000116 vineyard -ENVO:03600022 vinasse -ENVO:01000272 mudstone -ENVO:01001323 estuarine open water pycnocline -ENVO:01000211 temperate coniferous forest biome -ENVO:00000458 valley glacier -FOODON:00001049 pork chop food product -UBERON:0004768 bone of lower jaw +ENVO:00000508 terrace +CHEBI:27888 chlorophyll b +CHEBI:36871 inorganic radical +NCBITaxon:2 Bacteria +UBERON:0005389 transparent eye structure +ENVO:01000815 liquid environmental material +ENVO:03501264 squeegee +ENVO:00005767 manured soil +FOODON:03400204 candy (us cfr) +ENVO:01000611 bus +ENVO:03000072 second year ice +PCO:0000051 multi-species collection of microbes +PO:0025496 multi-tissue plant structure +ENVO:01001182 tended pasturable land +ENVO:01000438 lava flow +ENVO:00000197 endorheic lake +ENVO:00000366 area designated as a national nature reserve +ENVO:01000647 asthenosphere +ENVO:06105115 fishing gear +ENVO:00000489 palsa +ENVO:01001454 polar mountain +UBERON:0001775 ciliary body +ENVO:00005800 desert sand +ENVO:03501273 listed building +ENVO:00000218 black smoker +ENVO:00000567 calanque +ENVO:03501207 shopping mall +ENVO:00002228 pond water +UBERON:0003831 respiratory system muscle +UBERON:0002075 viscus +ENVO:00000892 small freshwater lake biome +ENVO:00000311 kettle +ENVO:01001036 sediment permeated by saline water +UBERON:0004177 hemopoietic organ +ENVO:03501179 urology unit facility +ENVO:00002266 chicken breeding waste material +ENVO:00000101 delta +UBERON:0007383 enveloping layer of ectoderm +ENVO:03000004 glacial ice +ENVO:01000017 sand +FOODON:00002301 pork cured meat food product +ENVO:03501329 spoon +ENVO:00000467 university campus +ENVO:01000429 burrow +ENVO:02000039 synovial fluid material +ENVO:03501168 pain management unit facility +FOODON:00001134 bovine meat food product +ENVO:00002873 organic waste material +ENVO:01001271 impermeable surface layer +ENVO:01000053 marine ultramafic hydrothermal vent biome +ENVO:01000928 fish processing building +NCBITaxon:1583079 Erebinae +CHEBI:18154 polysaccharide +UBERON:0004121 ectoderm-derived structure +CHEBI:46926 dioxanes +FOODON:00001062 fermented millet food product +CHEBI:23824 diol +CHEBI:22728 benzopyrrole +NCBITaxon:1316646 Salicornioideae +ENVO:03600015 polluted river +CHEBI:37376 tetraphosphorus decaoxide +ENVO:01000511 thatched building roof +ENVO:01001798 tropical mixed forest biome +ENVO:00000324 outflow cave +UBERON:0001886 choroid plexus +CHEBI:50559 elemental uranium +ENVO:03510013 textile dye +ENVO:00000345 grain of beach sand +ENVO:01001000 environmental system determined by an organism ENVO:00000112 area of tundra -ENVO:00000381 massif -ENVO:00000535 weir -ENVO:00000236 dambo -CHEBI:33261 organosulfur compound -ENVO:00000325 polje -UBERON:0002390 hematopoietic system -ENVO:01001414 cumulus cloud -ENVO:00010504 surface layer -ENVO:00002192 poultry litter -ENVO:00000091 beach -ENVO:00000552 talik -FOODON:00002153 plant seed vegetable food product -NCBITaxon:51953 Elaeis guineensis -ENVO:04000014 particulate organic nitrogen -UBERON:0006876 vasculature of organ -ENVO:03500008 safe environment for human presence -ENVO:06105103 macroplastic particle -ENVO:01000535 pour-flush pit latrine -ENVO:00000121 artificial channel -ENVO:03501224 carvery -UBERON:0003504 respiratory system blood vessel -ENVO:01000091 topographic upwelling front -ENVO:00000346 grain of acid dune sand -ENVO:01000491 glass building floor -CHEBI:16240 hydrogen peroxide -CHEBI:143907 manganese hydroxide -UBERON:0007823 appendage girdle region -ENVO:01000360 solutional cave -CHEBI:33240 coordination entity -NCBITaxon:1892259 Aphanizomenonaceae -ENVO:01000241 juniper woodland -ENVO:03500028 pneumatic drill -ENVO:04000013 particulate organic carbon -ENVO:06105239 exchangeable calcium -ENVO:03000083 methane-releasing thermokarst lake -ENVO:03501213 light switch -FOODON:00003341 brassica food product -ENVO:01000790 hydrocarbon flame -ENVO:01000266 water vapour -FOODON:03400213 fudge (us cfr) -UBERON:0012360 bone of jaw -UBERON:0001425 pectoral lymphatic vessel -ENVO:01001552 flaw lead -FOODON:00001208 hyacinth bean food product +ENVO:2000045 hydrocarbon-based environmental material FOODON:03400188 confectionery (us cfr) -ENVO:01000057 marine algal bloom -ENVO:01003020 fiat part of an astronomical object -ENVO:00000303 sea coast -ENVO:01000934 restaurant -ENVO:00000057 mangrove swamp -CHEBI:13389 NAD -NCBITaxon:71275 rosids -ENVO:01000116 pebble sediment -ENVO:01000036 oceanic mesopelagic zone biome -CHEBI:50047 organic amino compound -ENVO:03510040 stain -ENVO:01001369 tidal mangrove shrubland -ENVO:01001052 aerosol environment -ENVO:01001406 laboratory facility -FOODON:00001103 fermented agave beverage -ENVO:06105105 nanoplastic particle -ENVO:01001514 congelation ice in a fresh water body -ENVO:01001404 ecological province -PCO:0000029 multi-species collection of organisms -ENVO:00000232 fen -ENVO:01000366 talus cave -ENVO:01000834 water raindrop +UBERON:0004290 dermomyotome +ENVO:01001834 subpolar biome +UBERON:0004529 anatomical projection +UBERON:0001444 subdivision of head +CHEBI:25108 magnesium molecular entity +UBERON:0011158 primary subdivision of skull +CHEBI:26490 quinate +ENVO:01000772 rural area +CHEBI:33350 chromium group element atom +CHEBI:26822 sulfide +ENVO:2000009 sub-bitumous coal +CHEBI:38975 methylbenzene +CHEBI:83821 amino acid derivative +ENVO:03400005 ice pellet +FOODON:00002753 bean (whole) +CHEBI:33675 p-block molecular entity +UBERON:0002072 hypodermis +FOODON:00001229 processed cheese food product +ENVO:00000085 alpine glacier +ENVO:03000077 slush ice layer +ENVO:01001388 oceanic mussel bed +ENVO:01001651 particulate matter in a hydrosphere +UBERON:0000463 organism substance +FOODON:03411016 starch-producing plant +ENVO:00000031 wadi +UBERON:0001893 telencephalon +ENVO:01000234 mafic lava +ENVO:00000240 saline wetland +ENVO:01000931 migration path +CHEBI:29438 methanide +ENVO:01001786 inland sea +NCBITaxon:1117 Cyanobacteria +ENVO:02000116 aluminum welding fume +ENVO:01001058 environment associated with a fungal tissue +ENVO:00000417 machair +FOODON:00002403 food material +ENVO:03501115 public subway train +NCBITaxon:7586 Echinodermata +ENVO:01000467 constructed barrier +UBERON:0001425 pectoral lymphatic vessel +UBERON:0001796 aqueous humor of eyeball +ENVO:03600037 eutrophic pond +ENVO:01000613 watercraft +FOODON:00001264 legume food product +CHEBI:60242 monovalent inorganic cation +ENVO:00000356 pyroclastic cone +ENVO:02000100 mineral dust +ENVO:00000174 isthmus +ENVO:08000001 axilla skin environment +ENVO:01000312 culturing environment +ENVO:01001550 sea-ice lead +ENVO:01001427 altocumulus castellanus cloud +CHEBI:60027 polymer +ENVO:02000025 sweat material +ENVO:01001317 estuarine tidal riverine coastal surface layer +FOODON:03420307 seed oil ENVO:00002273 fluvisol -ENVO:01000959 primary atmosphere -ENVO:01001147 helium planet -ENVO:00002200 sea ice -ENVO:00005775 salt contaminated soil -ENVO:00000050 geyser -FOODON:00001136 distilled fermented beverage -ENVO:01001097 tectonic plate -ENVO:03520006 supercooled water droplet -ENVO:03600048 shower curtain -ENVO:01000180 tundra biome -ENVO:03501296 cheese processing plant -CHEBI:33679 helium molecular entity -FOODON:00001771 cow milk based food product -ENVO:01000654 undersea trough -CHEBI:25701 organic oxide -UBERON:0004296 respiratory system lymphatic vessel smooth muscle -ENVO:00000058 underground lake +FOODON:00001120 camelid milk beverage +UBERON:0036016 honey +ENVO:01000556 biogas +ENVO:01001471 atmospheric observatory system +ENVO:00002167 platinum mine +ENVO:00000491 subsequent stream +CHEBI:25501 neoxanthin +ENVO:00000381 massif +ENVO:00000008 fourth-order administrative region 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food product +ENVO:00000378 canal head reservoir +ENVO:01001465 UNEP-WCMC class 5 mountain +ENVO:03501211 door handle +CHEBI:39479 butadiene +CHEBI:33744 iron group molecular entity +ENVO:02000094 ore FOODON:00001170 grape berry food product -ENVO:00002236 cryosol -ENVO:03501150 gynaecology unit facility -ENVO:02000143 sugar refinery -UBERON:0005156 reproductive structure -FOODON:00001919 grain based vinegar food product -FOODON:00002301 pork cured meat food product -ENVO:00000175 karst -CHEBI:28659 phosphorus atom +ENVO:00003859 horse manure +ENVO:03501160 neonatal intensive care unit facility +ENVO:01001010 hydrometeor +ENVO:01001896 radioactive spring +ENVO:01001523 frazil +ENVO:00000307 icefall +ENVO:00000191 solid astronomical body part +ENVO:03600073 contaminated land +CHEBI:25213 metal cation +FOODON:00001298 unpasteurized camel milk beverage +FOODON:00001245 tea beverage (liquid) +UBERON:0003837 thoracic segment connective tissue +ENVO:01000224 mediterranean grassland biome +CHEBI:36586 carbonyl compound +UBERON:0001797 vitreous humor +FOODON:00001191 barley food product ENVO:01000072 marine Taylor column -ENVO:03510057 permanent hair dye -ENVO:01001854 hydrothermal field -ENVO:00000249 lateral moraine -UBERON:0006568 hypothalamic nucleus -ENVO:03501114 public train -ENVO:03500011 violent environment -ENVO:03501178 rheumatology unit facility -ENVO:01000675 atmospheric column -ENVO:00002228 pond water -ENVO:03501359 equipment frame -ENVO:00002054 chalk -FOODON:00001274 egg food product -UBERON:0010371 ecto-epithelium -CHEBI:17347 testosterone -CHEBI:36908 argon molecular entity -ENVO:00000467 university campus -ENVO:01000827 closed eaves -UBERON:0000328 gut wall -ENVO:01000092 equatorial upwelling front -CHEBI:35156 calcium salt -NCBITaxon:465832 Calyptra -ENVO:00001997 acid mine drainage -ENVO:01000075 marine thermocline -ENVO:01000462 masonry cement -NCBITaxon:162985 Hapalosiphon -ENVO:01001527 plastic-frozen soil -ENVO:01001620 mass of ice and snow -ENVO:00003090 kynurenate enriched soil -CHEBI:36388 saturated organic heterocyclic parent -ENVO:01001798 tropical mixed forest biome -ENVO:01000469 exterior wall -ENVO:01001127 ice giant -UBERON:0006211 buccopharyngeal membrane +PO:0025606 native plant cell +ENVO:00002874 air conditioning unit +ENVO:01001676 marine cline +ENVO:00000261 savanna +ENVO:04000010 soil surface layer +ENVO:01000711 coastal flood +UBERON:0012464 cloacal vent +UBERON:0007213 mesenchyme derived from head neural crest +ENVO:00000281 fault escarpment +FOODON:00001994 leguminous vegetable food product +ENVO:06105276 sandy clay loam +ENVO:03000082 thermokarst lake +ENVO:01001541 tributary glacier +PO:0006001 phyllome +UBERON:0006558 lymphatic part of lymphoid system +NCBITaxon:33340 Neoptera +ENVO:01000583 refrigerator +NCBITaxon:1126 Microcystis aeruginosa +ENVO:01000347 montane conifer woodland +CHEBI:27573 silicon atom +ENVO:02000120 zinc chloride fume +ENVO:01001179 cnidarian-associated environment +CHEBI:37403 copper coordination entity +ENVO:02000021 amniotic fluid material +ENVO:01001293 bush area +ENVO:01001715 cold occluded front +ENVO:01001460 mid-elevation mountain CHEBI:33595 cyclic compound -ENVO:02000058 cloth -ENVO:01000960 secondary atmosphere -CHEBI:33702 polyatomic cation -FOODON:00001279 cake icing food product -ENVO:01001378 marine bed -UBERON:0004535 cardiovascular system -ENVO:01000685 water mass -ENVO:00000006 second-order administrative region -ENVO:03000053 intraglacial lake -ENVO:03000077 slush ice layer -ENVO:00003930 scum -ENVO:00000061 underground water body -ENVO:01000965 constructed swimming pool -FOODON:00001128 Limburger cheese food product -ENVO:00002145 chromate contaminated soil -ENVO:01000918 open animal house -UBERON:0000922 embryo -ENVO:03501367 pneumatic conveyor -ENVO:01001121 plant matter -FOODON:00001093 cereal grain food product -ENVO:01000626 drylot -ENVO:01000187 subtropical savanna biome -CHEBI:37403 copper coordination entity -ENVO:01000301 estuarine water -ENVO:02000152 mangrove biome sediment -CHEBI:32952 amine -CHEBI:49995 elemental neon -FOODON:00001290 salad dressing -ENVO:01000259 pycnocline -ENVO:03501226 greasy spoon -CHEBI:26710 sodium chloride -ENVO:01000175 woodland biome -ENVO:01001704 subpolar environment -UBERON:0014371 future telencephalon -CHEBI:23016 carbonates -CHEBI:35402 chromium oxoanion -CHEBI:33250 atom -CHEBI:35757 monocarboxylic acid anion -UBERON:0000161 orifice -FOODON:00001152 melon fruit food product -ENVO:03510024 lacquer -UBERON:0006965 vascular cord -NCBITaxon:2157 Archaea -ENVO:01001550 sea-ice lead -ENVO:01000065 marine oxygen minimum zone -ENVO:01000974 food kiosk -ENVO:03501304 cellophane -ENVO:00002050 achondrite -ENVO:03400010 freezing rain -ENVO:01000150 marine subtidal rocky reef -ENVO:01001315 estuarine open water surface layer -ENVO:00001995 rock -ENVO:00000310 meteor impact crater -ENVO:01000602 truck -ENVO:00010624 botanical garden -UBERON:0008998 vasculature of brain -ENVO:2000005 freshwater algal bloom -ENVO:00000352 continental arc -ENVO:01000943 vegetated hill -CHEBI:26677 silicon molecular entity -ENVO:03501143 discharge unit facility -UBERON:0011863 bone collagen fibril -ENVO:00000188 palsa mire -CHEBI:16454 pantothenate -CHEBI:59999 chemical substance -UBERON:0004906 ectodermal part of digestive tract -FOODON:00001172 nut food product -CHEBI:24836 inorganic oxide -ENVO:01000909 biocrust -FOODON:03420244 mammalian milk whey -FOODON:00001021 acifified beer wort food product -FOODON:03400356 European Union agency food product type -CHEBI:3311 calcium carbonate -UBERON:0000349 limbic system -ENVO:00000030 dead cave -FOODON:03411048 carbohydrate-producing plant -ENVO:00002180 naphthalene enriched sediment -FAO:0000001 fungal structure -NCBITaxon:1437183 Mesangiospermae -ENVO:01000028 marine hadal zone biome -ENVO:01001773 thrust fault -CHEBI:15368 acrolein -ENVO:01000848 flower strip -CHEBI:23114 chloride salt -FOODON:03420228 extract, concentrate or isolate of plant or animal -CHEBI:33319 lanthanoid atom -UBERON:0003714 neural tissue -ENVO:2000044 coke -CHEBI:30440 thallium -ENVO:00003895 paper product -ENVO:01001424 stratocumulus castellanus cloud -ENVO:00000172 sandy desert -ENVO:00002256 regosol -ENVO:01001717 neutral occluded front -UBERON:0034768 morphological feature -UBERON:0007530 migrating mesenchyme population -PO:0006035 shoot system epidermis -ENVO:01000121 colloidal sediment -ENVO:01000349 root matter -ENVO:00000873 freshwater biome -CHEBI:134179 volatile organic compound -NCBITaxon:106220 Mytiloidea -NCBITaxon:7586 Echinodermata -FOODON:00001626 bakery food product -UBERON:0000463 organism substance -ENVO:01001874 poultry hatchery -ENVO:06105008 plastic fragment -ENVO:03500007 noisy environment -PCO:0000002 ecological community -ENVO:01001702 subtropical environment -ENVO:01001244 cropland ecosystem -ENVO:03600008 intensive care unit -CHEBI:23042 carotene -CHEBI:24675 hydroxybenzoate -UBERON:0004226 gastrointestinal system smooth muscle -ENVO:01000783 public utility line -ENVO:01000167 determinate root nodule -CHEBI:15379 dioxygen -ENVO:01000162 organ -ENVO:01001190 brown sea ice -ENVO:00002140 cobble -UBERON:0003914 epithelial tube -FOODON:03400801 seafood or related product (eurofir) -ENVO:01000508 salt material -CHEBI:28112 nickel atom -ENVO:2100002 intestine environment -ENVO:03501341 community health centre -ENVO:04000008 soil organic matter -NCBITaxon:169729 Elaeidinae -ENVO:01000955 desert tree line ecotone -ENVO:02000120 zinc chloride fume -CHEBI:36976 nucleotide -ENVO:00000524 abandoned watercourse -FOODON:00001153 muskmelon (Cucumis melo) fruit food product -UBERON:0001981 blood vessel -CHEBI:62968 crystalline cellulose -FOODON:00001296 sheep milk cheese (unpasteurized) -ENVO:00000360 area of national forest -ENVO:00000109 woodland area -ENVO:00000173 rocky desert -ENVO:00000288 cotton plantation +UBERON:0013522 subdivision of tube +CHEBI:51132 nitroarene +ENVO:01001350 ice accumulation zone +CHEBI:28315 alloxanthine +CHEBI:49828 praseodymium atom +ENVO:01001531 sea ice field +ENVO:01001785 land +ENVO:03501173 post-anesthesia care unit facility +ENVO:01000071 oceanic front +ENVO:00000177 moraine +ENVO:01001695 isopycnal surface +CHEBI:33408 pnictogen oxoacid +ENVO:00002131 epilimnion +CHEBI:26712 sodium molecular entity +ENVO:01001199 terrestrial environmental zone +UBERON:0003219 shell septum +ENVO:01000524 outhouse +ENVO:00003031 animal manure +CHEBI:82661 diatomaceous earth +UBERON:0015410 heart plus pericardium +ENVO:01000776 piece of plastic +ENVO:01001647 colloid suspended in a hydrosphere +ENVO:01001539 branched valley glacier +FOODON:00002643 food (dehydrated) +ENVO:01000075 marine thermocline +ENVO:00003862 dairy +NCBITaxon:1437197 Petrosaviidae +ENVO:01001406 laboratory facility +UBERON:0009618 trunk paraxial mesoderm +ENVO:00000093 lacustrine beach +FOODON:00001126 bovine cheese food product +ENVO:01000051 marine black smoker biome 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+ENVO:00000028 sand pit quarry +CHEBI:33847 monocyclic arene +ENVO:00000178 levee +UBERON:0003080 anterior neural tube +ENVO:02000052 umbrella +ENVO:01000576 apiary +ENVO:01001833 mediterranean biome +CHEBI:75897 iron(2+) sulfides +ENVO:03000007 blue ice +ENVO:00003083 sarcosine enriched soil +ENVO:03510026 acrylic paint medium +ENVO:00002049 stony meteorite +CHEBI:24870 ion +CHEBI:33374 samarium atom +CHEBI:28798 rubber particle +PO:0005679 epidermis +ENVO:00000064 road +UBERON:1000021 skin of face +ENVO:00000557 dry dam +ENVO:00002267 industrial waste material +CHEBI:30513 antimony atom +ENVO:01000152 iron-reducing sediment +ENVO:01001509 terrestrial ice calf ENVO:01001547 land ice mass -ENVO:03000141 snow layer -NCBITaxon:1316646 Salicornioideae -ENVO:01001110 ecosystem -FOODON:00001089 corn flour food product -ENVO:01001070 impact crater lake -ENVO:03501344 insecure housing -FOODON:00001291 clam food product -ENVO:01000450 salt glacier -NCBITaxon:92939 Gloeotrichia -ENVO:03400002 area of polar tundra -ENVO:01000854 tropical marine coral reef biome -CHEBI:25384 monocarboxylic acid -NCBITaxon:436486 Dinosauria -CHEBI:25016 lead atom -ENVO:00000003 mine tailing -NCBITaxon:58019 Pinopsida +ENVO:01003002 particle +ENVO:00003045 bacon curing brine +ENVO:01000844 fog +ENVO:00000251 ground moraine +CHEBI:33704 alpha-amino acid +FOODON:00001252 animal derived beverage +ENVO:00000063 water body +ENVO:01000750 Mohorovicic discontinuity +UBERON:0003834 thoracic segment blood vessel +ENVO:00005782 ornithogenic soil +CHEBI:143901 manganese dihydroxide +CHEBI:62967 amorphous cellulose +ENVO:01000540 troposphere +ENVO:00000153 headwater +ENVO:00000193 olive grove +ENVO:00002212 thermophilic granular sludge UBERON:0005498 primitive heart tube -ENVO:00002191 animal litter -ENVO:00002214 power plant -CHEBI:35341 steroid -ENVO:01000315 acidic environment -ENVO:01000806 nebula -ENVO:01000820 pedosphere -UBERON:0007237 1st arch mandibular component +CHEBI:25567 nitrous acid +ENVO:01001235 planktonic kerogen +UBERON:0008114 joint of girdle +ENVO:01000308 extraterrestrial environment +ENVO:00000052 volcanic crater lake +CHEBI:33976 magnesium coordination entity +CHEBI:30050 gold(0) +ENVO:00000408 volcanic fissure +ENVO:00000529 beach ridge +NCBITaxon:92621 Acridoidea +ENVO:04000013 particulate organic carbon +CHEBI:22985 calcium molecular entity +ENVO:01000456 concrete masonry unit +ENVO:1000750 depositional island +ENVO:01000838 smoke +NCBITaxon:58024 Spermatophyta +ENVO:01001677 fluid interface layer +FOODON:00001081 Bondon cheese food product +NCBITaxon:1437183 Mesangiospermae +ENVO:01000096 water mass front +ENVO:01001681 weather front +FOODON:00001079 food (pickled) +FOODON:00001197 bambara groundnut food product +ENVO:01000079 marine lysocline +ENVO:00003044 brine +ENVO:01001680 gaseous front +CHEBI:35352 organonitrogen compound +ENVO:00000363 area designated as a nature reserve +UBERON:0005062 neural fold +ENVO:01001567 protected area +CHEBI:63409 pentose derivative +UBERON:0006240 future forebrain +CHEBI:33579 main group molecular entity +UBERON:0001981 blood vessel +ENVO:01001165 IUCN natural monument or feature +ENVO:00005753 urea enriched soil +FOODON:00001838 fermented cereal beverage +ENVO:03510001 brake fluid +UBERON:0015833 foregut epithelium +ENVO:03501142 diagnostic imaging unit facility +CHEBI:28425 alpha-carotene +ENVO:03000114 seasonal snow patch +CHEBI:33318 main group element atom +UBERON:0004786 gastrointestinal system mucosa +ENVO:01001319 saline water body +ENVO:01001238 residual kerogen +ENVO:01000832 raindrop +CHEBI:139291 chlorophyll(1-) +ENVO:00005771 muddy soil +ENVO:01000763 rural settlement +ENVO:03501360 equipment leg +ENVO:01001167 ecosystem fragment +ENVO:01000430 broadleaf forest +ENVO:01000228 tropical moist broadleaf forest biome +CHEBI:33583 noble gas molecular entity +ENVO:01001849 glaze +FOODON:00001046 animal seafood product ENVO:01001646 amorphous solid -ENVO:00000413 pingo -NCBITaxon:77021 Cylindrospermopsis -ENVO:03501225 coffeehouse -UBERON:0011158 primary subdivision of skull -CHEBI:23044 carotenoid -CHEBI:47882 cyclic polypyrrole -ENVO:03501220 door -ENVO:00000105 lake surface -ENVO:01001781 part of a landmass -CHEBI:25388 monohydroxybenzoate -FOODON:00001055 sea water fish food product -CHEBI:2571 aliphatic alcohol -ENVO:01000672 geological joint -ENVO:03600017 slurry -FOODON:00001169 cruciferous food product -UBERON:0001277 intestinal epithelium -ENVO:01000621 microcosm -ENVO:01001302 estuarine coastal surface layer -ENVO:00000365 Ramsar site -PO:0006036 root epidermis -FOODON:00001175 plant stem food product -ENVO:00000313 blowout -ENVO:03520003 cloud part -ENVO:01000546 exosphere -NCBITaxon:403651 Pfiesteriaceae -ENVO:01000102 cold surface current -UBERON:0002465 lymphoid system -FOODON:00001289 potato salad food product -NCBITaxon:117570 Teleostomi -UBERON:0007100 primary circulatory organ -FOODON:00001041 beef food product -CHEBI:49936 uranium(0) -ENVO:00000463 harbour -ENVO:01000548 eutrophic lake -ENVO:01000608 boat -FOODON:03307539 food (dried) -CHEBI:33285 heteroorganic entity -FOODON:00001256 dairy food product -ENVO:03600020 tailings dam -CHEBI:61296 adenyl ribonucleotide -ENVO:00000412 tidal watercourse -ENVO:00000264 seamount -ENVO:03520004 cloud base -ENVO:01001474 astronomical observatory system +ENVO:00005793 muddy water +CHEBI:27560 boron atom +ENVO:01001329 estuarine tidal riverine open water lower water column +ENVO:01000731 igneous extrusion +ENVO:01001341 marine tidal flow zone +CHEBI:22323 alkyl group +CHEBI:15378 hydron +ENVO:03500007 noisy environment +ENVO:00005805 nest of bird +NCBITaxon:1125 Microcystis +FOODON:03400680 015 pulses (vd) (ccpr) +FOODON:00002752 bean (whole, dried) +ENVO:00000536 moatan +ENVO:00002030 aquatic biome +CHEBI:143004 ultra-long-chain fatty acid +ENVO:00000156 desert oasis +FOODON:00001295 pecorino cheese +ENVO:01000907 feasting pit site +ENVO:00010622 vivarium +ENVO:00002143 calcite hot spring +ENVO:01000221 temperate woodland biome +NCBITaxon:1955150 Acrididea +ENVO:03000088 methane-laden permafrost +ENVO:00000077 agricultural ecosystem +ENVO:01001508 anchored ice calf +ENVO:00000157 peat cut +UBERON:0004237 blood vessel smooth muscle +ENVO:06105268 treated wastewater +ENVO:01000310 haline environment +ENVO:00000304 shore +ENVO:00000094 volcanic feature +ENVO:00000096 caldera +ENVO:02000037 sebum material +ENVO:00002136 arsenate treated wood +UBERON:0007719 bone of reproductive organ +ENVO:00002207 self-heating coal mine waste material +ENVO:01001241 crop canopy +FOODON:00001102 fermented grain beverage +FOODON:03460177 plant seed or nut food product +ENVO:01000095 marginal ice zone front +UBERON:0007503 epithelial vesicle +NCBITaxon:1804623 Chenopodiaceae +ENVO:01000008 microbial mat +ENVO:01000518 diapir +ENVO:01001353 environmental zone of processual equilibrium +ENVO:01000215 temperate shrubland biome +CHEBI:30514 caesium atom +ENVO:01000199 mediterranean forest biome +ENVO:01000067 marine current +FOODON:03317170 meat (whole or parts) +ENVO:00000560 nuclear weapons test site +ENVO:01000749 oceanic crust +UBERON:0004016 dermatome +ENVO:00000062 populated place +ENVO:01001825 active anaerobic enrichment culturing unit +CHEBI:37826 sulfuric acid derivative +FOODON:00001028 Brie cheese food product +ENVO:01000664 tuff cone +FOODON:00001919 grain based vinegar food product +ENVO:01001503 glacial surface layer +ENVO:02000053 hide +FOODON:00001098 fermented apple beverage +ENVO:06105277 clay loam +ENVO:03510065 colorant fluid +NCBITaxon:91836 malvids +ENVO:01001243 forest ecosystem +CHEBI:35106 nitrogen hydride +ENVO:03501271 Kaaba +NCBITaxon:4436 Batis maritima +ENVO:01001472 marine observatory system +CHEBI:37045 purine ribonucleoside 5'-triphosphate +ENVO:00002129 anaerobic sludge +FOODON:00001292 oyster food product +ENVO:00002183 oil tank +ENVO:00000136 demilitarized zone +ENVO:01000768 primary forest +ENVO:01000932 nursing home +ENVO:01000195 flooded grassland biome +CHEBI:58950 very long-chain fatty acid anion +CHEBI:80043 Nodularin +UBERON:0001890 forebrain +NCBITaxon:4185 Acanthaceae +ENVO:02000038 pus material +ENVO:01000547 glaze ice layer +ENVO:01001138 carbon dioxide ice CHEBI:37217 titanium molecular entity -ENVO:01000812 desert pavement -FOODON:00001124 caprine cheese food product -ENVO:01000193 temperate grassland biome +ENVO:03501143 discharge unit facility +ENVO:03500004 bike path +CHEBI:36357 polyatomic entity ENVO:01001560 colloidal suspension -UBERON:0004274 lateral ventricle choroid plexus epithelium -ENVO:03501210 control panel -ENVO:01000518 diapir -CHEBI:23905 monoatomic anion -ENVO:03000035 supraglacial lake -UBERON:0010341 1st arch mesenchyme from head mesenchyme -ENVO:01001671 open cage mariculture facility -ENVO:03510001 brake fluid -ENVO:01001137 ice planet -ENVO:01000329 cypress dome -ENVO:00002221 shop -PO:0025127 primordium -UBERON:0001988 feces -CHEBI:39285 chloropicrin -ENVO:01000639 planetary structural layer -FOODON:00002012 lupine bean food product -ENVO:01001898 acidic spring -CHEBI:36352 neutrino -UBERON:0035965 wall of blood vessel -ENVO:01001188 holothurian digestive tract contents -ENVO:0010162 dry stream valley -ENVO:01000243 boulder -ENVO:01000885 area of developed space with medium usage intensity -ENVO:01001347 glacial equlibrium line -ENVO:03501335 day care facility -UBERON:0003129 skull -ENVO:00005781 heat stressed soil -FOODON:00002157 plant sweetener -ENVO:00000391 land bridge -NCBITaxon:70910 Acridomorpha -ENVO:01000040 oceanic benthopelagic zone biome -ENVO:01001258 vog -ENVO:03501342 dormitory -FOODON:00002071 orange food product -ENVO:03600030 soil horizon -ENVO:01000582 landline telephone -CHEBI:51958 organic polycyclic compound -UBERON:0000075 subdivision of skeletal system -ENVO:00002056 shale -CHEBI:36916 cation -NCBITaxon:301957 Modiolinae -UBERON:0000926 mesoderm -ENVO:00000323 live cave -ENVO:01001800 tropical moist broadleaf forest -ENVO:01000948 polar tree-line ecotone -UBERON:0003089 sclerotome -ENVO:01001693 isobaric surface -ENVO:00000022 river -ENVO:00000363 area designated as a nature reserve -ENVO:01000714 storm surge -UBERON:0013701 main body axis -ENVO:00002268 sphagnum bog -ENVO:00000366 area designated as a national nature reserve -ENVO:01001141 carbon monoxide ice -ENVO:01001812 subpolar grassland -FOODON:00001209 pulse food product -UBERON:0004905 articulation -UBERON:0001894 diencephalon -CHEBI:26675 silicic acid -FOODON:00001142 maize (corn) food product -ENVO:03400016 area of ice cover -ENVO:01001397 ultisol -ENVO:01000160 marine pockmark -ENVO:03501279 tenement -ENVO:01000319 rocky slope -ENVO:00003083 sarcosine enriched soil -ENVO:00000270 beaver pond -ENVO:02000118 paraffin wax -ENVO:00002872 bagasse -FOODON:00004242 animal food product -FOODON:00001176 invertebrate animal food product -ENVO:01001181 rhizoplane -ENVO:00000436 tunnel valley -ENVO:03501138 anaesthetics unit facility -ENVO:00000000 geographic feature -NCBITaxon:1783272 Terrabacteria group -ENVO:01001811 temperate grassland -ENVO:01000161 marine sponge reef -FOODON:03400874 GS1 Global Product Classification (GPC) -ENVO:01001325 estuarine tidal riverine coastal lower water column -ENVO:01000979 channel of an intermittent river -NCBITaxon:1301283 Oscillatoriophycideae -ENVO:00000427 meander -FOODON:00001214 candy food product -ENVO:00002119 alkaline hot spring -ENVO:03400001 area of alpine tundra -CHEBI:27363 zinc atom -CHEBI:32594 barium atom -ENVO:00002126 aerobic bioreactor -UBERON:0004756 dermal skeletal element -ENVO:03501230 field hospital -CHEBI:24834 inorganic anion -ENVO:00005741 alpine soil -UBERON:0001473 lymphatic vessel -ENVO:01001530 water ice core -ENVO:01000048 ocean biome -ENVO:03501318 hygienic food production area -ENVO:01000496 straw exterior wall -NCBITaxon:2864 Dinophyceae -ENVO:02000139 desert spring -ENVO:00002123 bioreactor -CHEBI:37164 homopolysaccharide -ENVO:00005746 savanna soil -UBERON:0001866 sebum -ENVO:01000473 thatch -CHEBI:33575 carboxylic acid -UBERON:0007811 craniocervical region -OBI:0000967 container -ENVO:01001847 hoarfrost -NCBITaxon:1 root -ENVO:00003064 drinking water -ENVO:01001299 atmospheric zone -ENVO:02000119 oil shale -UBERON:0009920 optic neural crest -CHEBI:38251 magnesium tetrapyrrole -ENVO:00000254 till plain -ENVO:03501208 air vent -NCBITaxon:190523 Laguncularia -ENVO:01000322 brackish water environment -ENVO:01000613 watercraft -ENVO:00000101 delta -CHEBI:35170 vanadium(0) -UBERON:0000047 simple eye -ENVO:02000153 marine salt marsh sediment -ENVO:00000439 dell -CHEBI:75896 iron sulfides -CHEBI:33597 homocyclic compound -ENVO:00000146 snow field -ENVO:03501254 water tank -ENVO:02000101 fibrous dust -NCBITaxon:7705 Holothuroidea -ENVO:00000208 marine pelagic zone -ENVO:00003964 tobacco warehouse -CHEBI:33662 annulene -ENVO:01001012 lithometeor -ENVO:01001053 saline aerosol environment -ENVO:00000262 steppe -ENVO:03501363 conveyor belt component -FOODON:00001183 bread food product -FOODON:00001838 fermented cereal beverage -UBERON:0010312 immature eye -NCBITaxon:1583079 Erebinae -UBERON:0004734 gastrula -CHEBI:33620 aluminium molecular entity -ENVO:02000092 iron mine -FOODON:00001166 plant inflorescence food product -UBERON:0007798 vascular system -ENVO:01001192 sediment surface -FOODON:00001182 pickled cruciferous food product -ENVO:00005783 leafy wood soil -UBERON:0000165 mouth -ENVO:00005750 grassland soil -CHEBI:36389 saturated organic heteromonocyclic parent -ENVO:03600003 drinking water pipeline network -ENVO:01000047 mediterranean sea biome -ENVO:01000477 gypsum plaster -ENVO:01000396 tropical sclerophyllous dry forest -CHEBI:27889 lead(0) -FOODON:00001173 plant seed food product -ENVO:01001133 mega-Earth -ENVO:00002113 deep marine sediment -CHEBI:33558 alpha-amino-acid anion -CHEBI:33252 atomic nucleus -ENVO:03600014 pipeline network -CHEBI:83821 amino acid derivative -ENVO:00002252 solonchak -ENVO:02000144 natural gas processing plant -ENVO:00000062 populated place -ENVO:02000036 saliva material -ENVO:01000560 charcoal -FOODON:00001067 buttermilk food product -CHEBI:23117 chlorine molecular entity +ENVO:03000084 thermokarst depression +CHEBI:25523 NADP +ENVO:01000255 mineral deposit +ENVO:01000778 key biodiversity area +ENVO:01000060 particulate environmental material +ENVO:03501134 healthcare facility +ENVO:01000307 saline water environment +UBERON:0000078 mixed ectoderm/mesoderm/endoderm-derived structure +ENVO:00000219 landlocked sea +ENVO:00005803 animal habitation +ENVO:00003903 aviation fuel +ENVO:03510007 gasoline +UBERON:0004120 mesoderm-derived structure +PO:0009006 shoot system +ENVO:01000360 solutional cave +ENVO:00000260 prairie +FOODON:00001235 soy sauce food product +CHEBI:33362 nickel group element atom +ENVO:01001507 floating ice calf +ENVO:01000712 riverine flood +FOODON:00001136 distilled fermented beverage +ENVO:01000331 cypress swamp +ENVO:03000000 neve +CHEBI:33658 arene +UBERON:0000465 material anatomical entity +UBERON:0000075 subdivision of skeletal system +ENVO:00000490 consequent stream +FOODON:00001060 awamori food product +ENVO:00000478 range of mounts +NCBITaxon:7010 Schistocerca gregaria +ENVO:01000648 magma +ENVO:01001257 saline shrimp pond water +ENVO:00000228 inverse estuary ENVO:01000070 terrigenous sediment -ENVO:01001326 estuarine tidal riverine open water surface layer -UBERON:0012274 columnar epithelium -CHEBI:38101 organonitrogen heterocyclic compound -CHEBI:21656 N-acyl-hexosamine -FOODON:00001010 processed meat food product -ENVO:00005766 limed soil -ENVO:01001562 hydrogel -ENVO:03501272 mosque -ENVO:01001529 glacier snout -ENVO:01000921 closed animal house -ENVO:01001452 Calyptra habitat -ENVO:01000869 area of scrub -ENVO:00005755 field soil -ENVO:01001802 subtropical moist broadleaf forest -ENVO:00002204 anthropogenic contamination feature -ENVO:00000317 tidal pool -CHEBI:27283 very long-chain fatty acid -ENVO:00000890 small river biome -ENVO:00000414 natural arch -CHEBI:46721 carbonate salt -ENVO:03600049 smokeless tobacco -FOODON:00001114 zebra dairy food product -FOODON:00001081 Bondon cheese food product -ENVO:03600002 cooling water -CHEBI:35106 nitrogen hydride -FOODON:00001161 citrus fruit extract food product -ENVO:00000250 medial moraine -ENVO:00000558 diversionary dam -ENVO:00000471 flood control dam -UBERON:0011300 gray matter of telencephalon -ENVO:01001887 letter paper -ENVO:01001115 manure storage space +ENVO:01001020 hypersaline lake +ENVO:00011764 ocean time series station +ENVO:01000956 desert-alpine tree line ecotone +ENVO:01000369 vadose cave +ENVO:01000799 astronomical body +ENVO:03000119 water column exposed melt pond +ENVO:01001385 Bathymodiolus-dominated oceanic mussel reef +ENVO:03501256 sheet of paper +ENVO:01000129 marine hydrothermal vent chimney +FOODON:00001059 apple juice +ENVO:02000001 textile +ENVO:01001028 sediment permeated by freshwater +ENVO:01000413 old plant +FOODON:00001198 broad bean (whole, dried) +ENVO:03501370 stagnant water +ENVO:00005772 orchard soil +UBERON:0000911 chyle +CHEBI:83348 chlorophyllide a(2-) +CHEBI:47788 3-oxo steroid +UBERON:0004139 cardiogenic plate +ENVO:06105118 lost fishing gear +ENVO:01001473 terrestrial observatory system +ENVO:01000784 illegal informal settlement +FOODON:00001007 sausage food product +UBERON:0014783 cloacal muscle +ENVO:00000343 particle of silt +ENVO:01001156 refractory astrogeological material +ENVO:01000141 seal fall +ENVO:01001221 office building +NCBITaxon:78536 Euphyllophyta +NCBITaxon:88770 Panarthropoda +ENVO:01001489 spur +CHEBI:26216 potassium atom +ENVO:01000184 subtropical desert biome +ENVO:03501144 emergency unit facility +ENVO:03510033 luminescent paint +ENVO:00000133 glacier +ENVO:03501230 field hospital +ENVO:01001743 plume +UBERON:0003314 eye mesenchyme +ENVO:00000084 mountain pass +ENVO:01001060 single strain cell culture +ENVO:03520006 supercooled water droplet +CHEBI:25274 methylamines +ENVO:00000242 lacustrine mudflat +FOODON:00001027 cheddar cheese food product +CHEBI:29233 deuteron +CHEBI:25703 organic phosphate +ENVO:00000020 lake +UBERON:0007688 anlage +ENVO:01000241 juniper woodland +ENVO:02000113 welding fume +ENVO:01000298 continental margin +ENVO:01000918 open animal house +CHEBI:30145 lithium atom +ENVO:03510009 gasoline exhaust +ENVO:03510064 emissions from petroleum combustion +ENVO:00002050 achondrite +FOODON:03420108 sugar +ENVO:01001494 moonmoon +ENVO:02000129 bottom ash +NCBITaxon:3193 Embryophyta UBERON:0011108 synovial joint of pectoral girdle -CHEBI:25216 metalloporphyrin -ENVO:00005803 animal habitation -ENVO:01001804 subtropical forest -CHEBI:33560 p-block element atom -ENVO:00000285 quicksand bed +CHEBI:27007 tin atom +ENVO:01000083 pelagic isopycnal surface +CHEBI:16966 heteroglycan +ENVO:01001889 lithia spring +ENVO:00000555 check dam +ENVO:01000955 desert tree line ecotone +ENVO:01000660 tephra +CHEBI:30512 silver atom ENVO:03501181 tertiary referral hospital -BFO:0000024 fiat object -ENVO:01000394 tropical freshwater swamp forest -UBERON:0019269 gray matter of diencephalon -UBERON:0005423 developing anatomical structure -CHEBI:33347 vanadium group element atom -CHEBI:13643 glycol -ENVO:02000112 fume +ENVO:00000253 scroll plane +ENVO:00000327 speleothem +ENVO:01000263 cold seep +ENVO:00002117 creosote contaminated soil +ENVO:01000357 alkaline water +ENVO:00000362 marine park area +CHEBI:26708 sodium atom +ENVO:00000500 beaver dam +ENVO:01000026 marine bathyal zone biome +UBERON:0002090 postcranial axial skeleton +ENVO:00000249 lateral moraine +ENVO:00000325 polje +UBERON:0001418 skin of thorax +FOODON:00001241 processed pork meat food product +UBERON:0005388 photoreceptor array +CHEBI:23003 carbamate ester ENVO:01000257 white smoker -UBERON:0001969 blood plasma -FOODON:00001080 tape kefan food product -UBERON:0001456 face -ENVO:00005793 muddy water -FOODON:00001004 fermenting sugar cane juice -ENVO:01000649 trench -ENVO:02000094 ore -ENVO:01000138 plant matter fall -ENVO:01000589 bench -CHEBI:33328 silicon oxoacid -FOODON:00001252 animal derived beverage +NCBITaxon:7624 Echinozoa +UBERON:0015329 respiratory system basement membrane +ENVO:01000301 estuarine water +UBERON:0005057 immune organ +FOODON:03400187 natural cheese (us cfr) +CHEBI:27638 cobalt atom +UBERON:0007237 1st arch mandibular component +ENVO:01000225 subtropical dry broadleaf forest biome +ENVO:00002240 kastanozem ENVO:01001486 landspout -ENVO:01000332 gravelly slope -ENVO:01001792 tropical broadleaf forest -UBERON:0000915 thoracic segment of trunk -CHEBI:50796 nanotube -ENVO:01001089 aerosolised solids -UBERON:0014903 primordial vasculature -ENVO:01001103 detritus -ENVO:03600064 microbialite -ENVO:00000426 ocean floor -ENVO:00000305 peninsula -ENVO:03000115 perennial snow patch -CHEBI:33822 organic hydroxy compound -ENVO:03510060 gel ink -ENVO:00003089 testosterone enriched soil -UBERON:0004141 heart tube -UBERON:0013702 body proper -CHEBI:38201 bacteriochlorophyll -UBERON:0004731 neuromere -UBERON:0003457 head bone -FOODON:00002423 agave food product -CHEBI:33521 metal atom -UBERON:0000911 chyle -PO:0025034 leaf -CHEBI:33321 rare earth metal atom -ENVO:01000977 dry pitfall trap -CHEBI:66933 N-alkylglycine -ENVO:00000026 well -ENVO:01000263 cold seep -ENVO:01001458 mist -UBERON:0003081 lateral plate mesoderm -CHEBI:38206 chlorophyllide -CHEBI:136861 pyrrolopurine -UBERON:0010707 appendage girdle complex -CHEBI:26178 polyester macromolecule -UBERON:0000479 tissue -ENVO:03600042 marine lake water -ENVO:01000893 area of woody wetland -CHEBI:33366 copper group element atom -ENVO:00002873 organic waste material -ENVO:06105012 biota -FOODON:00001028 Brie cheese food product -ENVO:00000039 fjord -ENVO:03501302 cork -ENVO:01000860 temperate marine upwelling biome -ENVO:01001311 solid surface layer -ENVO:01000659 igneous intrusion -ENVO:01000240 conifer woodland -ENVO:00000207 oceanic zone -ENVO:03501309 booth -ENVO:00000371 complex volcano -ENVO:00002122 arsenic-rich mud -UBERON:0001444 subdivision of head -ENVO:00000210 marine aphotic zone -CHEBI:83820 non-proteinogenic amino acid -ENVO:00005788 rubber plantation soil -ENVO:00000347 grain of sea sand -ENVO:03510002 automatic transmission fluid -CHEBI:33432 monoatomic chlorine -UBERON:0000488 atypical epithelium -ENVO:00000475 inlet -ENVO:01001317 estuarine tidal riverine coastal surface layer -CHEBI:64708 one-carbon compound -UBERON:0007284 presumptive neural plate -ENVO:03000051 ice-encased melt pond -ENVO:00002061 oil spill -UBERON:0002391 lymph -ENVO:00000206 marine neritic zone -CHEBI:34970 saxitoxin -CHEBI:46681 anthophyllite -CHEBI:26214 porphyrins -ENVO:01000864 mouth of liquid discharge conduit -ENVO:01001616 bare soil -ENVO:01000296 dry lake bed -UBERON:4100000 skeletal element projection -ENVO:03501329 spoon -ENVO:00000327 speleothem -UBERON:0003570 respiratory system connective tissue -CHEBI:50094 sulfur coordination entity -FOODON:00002219 salad food product -ENVO:01001523 frazil -CHEBI:37407 cyclic ether -ENVO:03501246 footbridge -UBERON:0019264 gray matter of forebrain -ENVO:00005754 fertilized soil -ENVO:03000069 young ice -NCBITaxon:197562 Pancrustacea -FOODON:03316579 multi-component plant food product -ENVO:03600052 water tap -ENVO:00000040 waterfall -ENVO:00002263 garden soil -UBERON:0002385 muscle tissue -NCBITaxon:88770 Panarthropoda -ENVO:00000106 grassland area -ENVO:01000740 area of perennial water ice -UBERON:0005068 neural rod -FOODON:00002664 lipid food product -ENVO:01000362 inflationary cave -FOODON:00001242 spice or herb -ENVO:01001888 calcic spring -ENVO:03510037 radioactive material -ENVO:01001320 fresh water body -ENVO:06105111 natural plastic -CHEBI:46670 serpentine mineral -ENVO:01001109 Karman vortex street -ENVO:00000051 hot spring -CHEBI:38222 hydrocarbyl anion -CHEBI:23237 chromium molecular entity -CHEBI:36343 composite particle -UBERON:0034923 disconnected anatomical group -ENVO:03000073 multiyear ice -ENVO:03501185 dental clinic -ENVO:01001105 aeolian lake -CHEBI:33680 elemental helium -ENVO:01001835 alpine biome -FOODON:00002126 plant-based candy -ENVO:00000185 raised mire -ENVO:03501352 animal rescue shelter -ENVO:01001243 forest ecosystem -ENVO:03000138 particle of snow -CHEBI:28976 carbonic acid -ENVO:01000832 raindrop -FOODON:00001118 cattle dairy food product -UBERON:0014477 thoracic skeleton -UBERON:0000456 secretion of exocrine gland -FOODON:00001857 food flavoring or seasoning product -CHEBI:25367 molecule -ENVO:00000125 mineral spring -FOODON:00002781 pigeon pea (whole) -UBERON:0006562 pharynx -CHEBI:33308 carboxylic ester -ENVO:00002269 thermocline -ENVO:01000289 cold monomictic lake -CHEBI:27856 acetamide -ENVO:01001119 composted animal manure -ENVO:00000342 ice cap dome -ENVO:2100003 skin environment -ENVO:01000614 bicycle -ENVO:03501321 food production medium-risk contamination area -FOODON:00001200 cowpea (pulse) food product -ENVO:00002000 slope +ENVO:02000132 constructed monument +ENVO:01000427 carbon nanotube enriched soil +ENVO:01001505 alpine tundra biome +CHEBI:33302 pnictogen molecular entity +CHEBI:29238 tritium atom +ENVO:03000110 cryoform +ENVO:01001189 algal material +ENVO:00002242 lixisol ENVO:01000348 maize field -UBERON:0001008 renal system -NCBITaxon:9604 Hominidae -ENVO:01001806 tropical grassland -ENVO:00000154 flood meadow ecosystem -CHEBI:33836 benzenoid aromatic compound -ENVO:01001829 human settlement -CHEBI:52625 inorganic hydroxy compound -PO:0009006 shoot system -ENVO:00000263 fissure cave -UBERON:0006569 diencephalic nucleus -UBERON:0001016 nervous system -CHEBI:26833 sulfur atom -FOODON:03420108 sugar -UBERON:0001353 anal region -UBERON:0000344 mucosa -ENVO:01001020 hypersaline lake -ENVO:03501132 fire station -FOODON:00001087 vegetable oil food product -ENVO:01000643 inner planetary core -ENVO:01001400 homomutatus cloud -CHEBI:26562 ribose phosphate -ENVO:01001454 polar mountain -ENVO:01001199 terrestrial environmental zone +ENVO:00000340 particle of sand +CHEBI:33970 elemental gold +FOODON:00001255 nonfermented plant derived beverage product +ENVO:01000827 closed eaves ENVO:03501362 belt conveyor system -ENVO:01000255 mineral deposit -FOODON:00001056 flour food product -ENVO:06105124 coastal anthropogenic litter -ENVO:03501127 conference venue -UBERON:0009891 facial mesenchyme -ENVO:00002234 acrisol -ENVO:01001551 ice lead -CHEBI:33535 sulfur hydride -ENVO:00000135 buffer zone -ENVO:03501349 airplane -ENVO:00000476 lake inlet -CHEBI:17087 ketone -ENVO:00002206 coal mine waste material -ENVO:01001004 groundwater -FOODON:00002778 jack bean (whole) -FOODON:00001224 sausage (cooked) -ENVO:01000942 continental subsurface zone -ENVO:03501148 geriatric care unit facility -CHEBI:33551 organosulfonic acid -ENVO:01000283 lake layer -ENVO:01000295 marine layer -CHEBI:50816 iron oxide -ENVO:00000251 ground moraine -ENVO:00002019 brackish water -CHEBI:48041 microcystin -ENVO:01000534 pour-flush toilet fixture -CHEBI:63062 aluminium cation -ENVO:01000940 fissure water -CHEBI:33672 heterobicyclic compound -ENVO:01000414 young plant -FOODON:03400115 cheese or cheese product (us cfr) -UBERON:0003456 respiratory system lymphatic vessel -ENVO:00003031 animal manure -ENVO:01001189 algal material -ENVO:01000323 atmospheric boundary layer -ENVO:00000159 sugar plantation -CHEBI:16670 peptide -ENVO:03501351 ground transport -FOODON:00002265 soybean seed (field) food product -CHEBI:38976 alkylbenzene -ENVO:01001065 meteorite lake -ENVO:01000459 asphalt concrete -UBERON:0000064 organ part -FOODON:03400148 milk or milk product (us cfr) -ENVO:00005742 arable soil -ENVO:01001468 intertidal ecosystem -CHEBI:16236 ethanol -ENVO:06105272 loamy sand -ENVO:00000344 grain of desert sand -CHEBI:48123 silicate ion -ENVO:00003908 poultry deep litter -UBERON:0000178 blood -UBERON:0003073 lens placode -ENVO:01001319 saline water body -CHEBI:53550 poly(propylene) +ENVO:01001554 surface layer of a water body +NCBITaxon:4143 Lamiales UBERON:0011215 central nervous system cell part cluster -ENVO:03500006 food desert -ENVO:00000233 swamp ecosystem -FOODON:00001002 food product -NCBITaxon:3398 Magnoliopsida -ENVO:03500016 electroplating fume -FOODON:03411016 starch-producing plant -ENVO:06105117 abandoned fishing gear -ENVO:00000488 glacial lake -ENVO:01000600 rainwater -CHEBI:26217 potassium molecular entity -ENVO:00000028 sand pit quarry -ENVO:01000033 oceanic pelagic zone biome -CHEBI:17578 toluene -ENVO:03510032 acrylic paint -ENVO:00000541 brackish pond -ENVO:06105211 runoff -UBERON:0001801 anterior segment of eyeball -CHEBI:137980 metalloid atom -ENVO:01001485 multiple vortex tornado -CHEBI:23116 chlorine atom -FOODON:03302082 beef (dehydrated) -ENVO:00000016 sea -ENVO:00000124 supranational geopolitical entity -ENVO:01001782 landmass -CHEBI:33661 monocyclic compound -ENVO:00000215 hydrothermal vent -UBERON:0003498 heart blood vessel -ENVO:01000438 lava flow -ENVO:01000290 warm monomictic lake -CHEBI:82663 elemental iron -ENVO:01001118 heat-treated animal manure -CHEBI:33671 heteropolycyclic compound -CHEBI:25693 organic heteromonocyclic compound -ENVO:00002124 anaerobic bioreactor -CHEBI:33262 elemental oxygen -ENVO:01001285 talc dust -UBERON:0004185 endodermal part of digestive tract -CHEBI:30218 helium-3 atom -UBERON:0005409 alimentary part of gastrointestinal system -FOODON:00001292 oyster food product -FOODON:00001158 pomaceous fruit food product -ENVO:01000406 snow -ENVO:01000307 saline water environment -ENVO:01000866 photovoltaic system -ENVO:01000670 vein -UBERON:0005283 tela choroidea -ENVO:03600032 embankment dam -CHEBI:26822 sulfide -ENVO:01000140 whale fall -ENVO:01001301 aquatic estuarine layer -CHEBI:27573 silicon atom -CHEBI:22313 alkaline earth metal atom -ENVO:01000111 cosmogenous sediment -ENVO:02000093 uranium mine -ENVO:00000064 road -ENVO:03501105 merchant vessel -ENVO:01001465 UNEP-WCMC class 5 mountain -PO:0000112 shoot axis epidermis -ENVO:02000023 bile material -ENVO:02000099 coal dust -ENVO:01000320 marine environment -ENVO:00000224 slightly stratified estuary -CHEBI:49470 aluminium(3+) -UBERON:0011362 cranial blood vasculature -UBERON:0010316 germ layer / neural crest -ENVO:00000286 polder -ENVO:01000512 wooden building roof -ENVO:03600011 mineral horizon -ENVO:01000479 lime plaster -FOODON:00001714 food product component -ENVO:01000247 rangeland biome -ENVO:01000397 temperate broadleaf evergreen forest -UBERON:0005629 vascular plexus -FOODON:00002501 multi-component food product -ENVO:00000338 vomit material -UBERON:0002405 immune system -ENVO:01001412 stratocumulus cloud -ENVO:01001402 haze -ENVO:0010003 agricultural environmental material -ENVO:00000479 mouth -PO:0025603 plant resin -ENVO:03510015 xanthan gum -UBERON:0001084 skin of head -CHEBI:33273 polyatomic anion -CHEBI:17996 chloride -ENVO:01001425 cirrus castellanus cloud -CHEBI:33663 cyclic hydrocarbon -ENVO:01001679 fluid front -ENVO:01000082 biogenous sediment -CHEBI:24533 heterodetic cyclic peptide -UBERON:0009142 entire embryonic mesenchyme -ENVO:02000128 fly ash -ENVO:00002240 kastanozem -ENVO:01000306 freshwater environment -UBERON:0014783 cloacal muscle -CHEBI:36895 monoatomic fluorine -UBERON:0010252 1st arch mandibular mesenchyme from neural crest -CHEBI:22918 branched-chain amino acid -ENVO:01001155 astrogeological gas -FOODON:03400861 prepared food product (eurofir) -ENVO:01001274 material isosurface -UBERON:0010000 multicellular anatomical structure -ENVO:01000232 felsic lava -ENVO:00002233 albeluvisol -ENVO:01000054 marine basaltic hydrothermal vent biome -FOODON:00001783 cowpea vegetable food product -ENVO:01000202 temperate broadleaf forest biome -CHEBI:33970 elemental gold -FOODON:00001127 cow milk cheese -CHEBI:25248 methyl ester -NCBITaxon:33511 Deuterostomia -ENVO:01000661 tuff -ENVO:00002156 Superfund site -CHEBI:33969 gold molecular entity -ENVO:03510036 rock dust -ENVO:01001391 gill tissue material -UBERON:0011585 cell condensation -ENVO:01001357 desert -ENVO:03501172 physiotherapy unit facility -ENVO:00000056 fishpond -ENVO:00000090 coastal plain -CHEBI:143005 ultra-long-chain fatty acid anion -ENVO:03000132 firebreak -CHEBI:24433 group -ENVO:01001884 surface landform -ENVO:01000335 understory -CHEBI:46683 actinolite -CHEBI:33344 niobium atom -ENVO:00000122 track -ENVO:01001390 Bathymodiolus-dominated oceanic mussel bed -ENVO:03500002 public park -ENVO:03600087 greenhouse -ENVO:00000304 shore -ENVO:01000764 formal settlement -ENVO:01001338 diurnal marine tidal flow zone -UBERON:0000076 external ectoderm -CHEBI:22927 bromine atom -ENVO:01001678 fluid layer -ENVO:00000080 mountain range -ENVO:01001453 terrestrial mountain -CHEBI:33692 hydrides -FOODON:00001244 coffee beverage -ENVO:01000502 unburnt brick -UBERON:0005911 endo-epithelium -UBERON:0000179 haemolymphatic fluid -UBERON:0011825 loose connective tissue -ENVO:01001162 IUCN strict nature reserve -ENVO:01000029 marine reef biome -CHEBI:51959 organic tricyclic compound -ENVO:01001010 hydrometeor -CHEBI:35701 ester +ENVO:03501151 haematology unit facility +ENVO:01001014 monochrome solar rainbow +ENVO:01001697 atmospheric isobaric surface +ENVO:00000022 river +ENVO:01000605 car +ENVO:01000022 marine salt marsh biome +UBERON:0003324 mesenchyme of lower jaw +UBERON:0010321 skeletal element of eye region +ENVO:0010163 dry river valley +ENVO:01001019 hypereutrophic lake +ENVO:01001898 acidic spring +ENVO:01001052 aerosol environment +CHEBI:33664 monocyclic hydrocarbon +ENVO:03501140 chaplaincy unit facility +ENVO:03600092 artificial pond +ENVO:01000910 soil biocrust +ENVO:00003084 trimethylamine enriched soil +ENVO:01001452 Calyptra habitat +ENVO:01000047 mediterranean sea biome +CHEBI:61275 ciguatoxin +UBERON:0000165 mouth +ENVO:00010625 zoological garden +ENVO:00000041 tidal creek +ENVO:03501148 geriatric care unit facility +CHEBI:22563 anion +FOODON:00001857 food flavoring or seasoning product +ENVO:00000402 mud volcano +CHEBI:30440 thallium ENVO:01000365 ice cave -CHEBI:16183 methane -ENVO:01000103 western boundary current -ENVO:02000107 grain dust -CHEBI:25812 ozone -FOODON:03312053 pork (dehydrated) -ENVO:00000369 brine pool -ENVO:01001264 area designated for waste storage -ENVO:00000415 raised beach -CHEBI:138675 gas molecular entity -ENVO:00000549 container of an intermittent water body -ENVO:00003893 cosmetic product -CHEBI:84055 pentose phosphate -ENVO:00000169 canyon -ENVO:03600074 aquaculture farm -UBERON:0004234 iris smooth muscle -ENVO:00000001 bedding-plane cave -FOODON:00002141 plant fruit as vegetable food product -ENVO:00005760 burned soil -ENVO:03600067 neonatal intensive care unit -ENVO:00000354 volcanic field -ENVO:00002047 urine material -ENVO:01000364 glacier cave -CHEBI:24913 isoprenoid -ENVO:01001058 environment associated with a fungal tissue -ENVO:02000020 blood material -CHEBI:21760 N-methyl-amino acid -ENVO:00003859 horse manure -ENVO:01000811 nitrogen-oxygen planetary atmosphere -NCBITaxon:33630 Alveolata -CHEBI:27007 tin atom -UBERON:0013754 integumentary system layer -NCBITaxon:133551 Eleutherozoa -CHEBI:33431 elemental chlorine -CHEBI:29233 deuteron -ENVO:00000031 wadi -CHEBI:27547 zeaxanthin -ENVO:03501120 dairy farm -ENVO:01001318 estuarine tidal riverine coastal upper water column -CHEBI:60737 polyurethane polymer -RO:0002577 system -UBERON:0034925 anatomical collection -ENVO:00002229 arenosol -UBERON:0004291 heart rudiment -ENVO:01001886 landform -ENVO:01001675 nutricline -ENVO:00000103 mangrove island +FOODON:00002252 soft cheese food product +FOODON:03301073 sugar (granulated) ENVO:01001830 tropical biome -ENVO:03501122 airport -UBERON:0000020 sense organ -ENVO:00000382 lake shore -UBERON:0001836 saliva -CHEBI:37163 glucan -CHEBI:33249 organyl group -ENVO:01000035 oceanic epipelagic zone biome -ENVO:00000110 lava tunnel -ENVO:00000063 water body -ENVO:01000006 coastal upwelling -CHEBI:33655 aromatic compound -ENVO:00002198 fresh water aquarium -ENVO:03600040 fermentation starter -CHEBI:33300 pnictogen -ENVO:01000676 contaminated air -ENVO:00000330 stalagmite -ENVO:01000227 tropical dry broadleaf forest biome -ENVO:2000011 anthracite -UBERON:0006003 integumentary adnexa -ENVO:03600094 stream pool -ENVO:01000316 alkaline environment -FOODON:00001007 sausage food product -CHEBI:33256 primary amide -ENVO:01001422 cirrus spissatus cloud -ENVO:01001715 cold occluded front -ENVO:01001099 divergent plate boundary +ENVO:01001846 depth hoar +FOODON:00001149 confectionery food product +FOODON:00001093 cereal grain food product +ENVO:03501208 air vent +UBERON:0002193 hemolymphoid system +ENVO:01000747 regolith +ENVO:00000344 grain of desert sand +ENVO:00000202 oxbow lake +ENVO:00000488 glacial lake +UBERON:0002391 lymph +CHEBI:60034 polyethylene polymer +ENVO:02000097 gold ore CHEBI:39478 buta-1,3-diene -ENVO:01000576 apiary -NCBITaxon:8457 Sauropsida -CHEBI:36902 chalcogen hydride -ENVO:00000100 valley -ENVO:03600033 residential backyard -ENVO:01000503 burnt-brick exterior wall -ENVO:01000566 lamp -ENVO:01000773 village -ENVO:03501358 processing line -ENVO:00002128 mesophilic sulfur spring -ENVO:00002248 luvisol -ENVO:01000775 mesotrophic lake -FOODON:00001247 mate food product -NCBITaxon:91836 malvids -ENVO:00000217 solfatara -ENVO:01001327 estuarine tidal riverine open water upper water column -CHEBI:27338 xylene +CHEBI:30496 sulfur hexafluoride +CHEBI:25940 peroxides +ENVO:02000134 thermal nuclear reactor +CHEBI:25608 nucleoside phosphate +CHEBI:33497 transition element molecular entity +ENVO:03501292 tote bin +FOODON:00001055 sea water fish food product +UBERON:0000176 oronasal secretion +ENVO:01000574 candle +ENVO:00005741 alpine soil +ENVO:00000433 kame terrace +CHEBI:25111 magnesium porphyrin +ENVO:01000820 pedosphere +CHEBI:28112 nickel atom +FOODON:00001186 buckewheat food product +NCBITaxon:10239 Viruses +ENVO:00002168 gold mine +ENVO:01000569 dead flame paraffin lantern +ENVO:03501335 day care facility +UBERON:0000478 extraembryonic structure +ENVO:03000025 erosionally enriched ice +ENVO:01000265 hydrothermal seep UBERON:0000122 neuron projection bundle -ENVO:00000540 brackish lake -ENVO:00002049 stony meteorite -CHEBI:33635 polycyclic compound -ENVO:01000123 marine sponge reef biome -CHEBI:37602 allenes -ENVO:03501133 homeless shelter -ENVO:00002115 petroleum enriched sediment -UBERON:0000153 anterior region of body -FOODON:03301444 vegetable juice food product -NCBITaxon:2116530 Salicornia subgen. Amerocornia -ENVO:03501161 nephrology unit facility -ENVO:00002247 nitisol -ENVO:02000053 hide -ENVO:01000276 ecoregion -ENVO:00000114 agricultural field -ENVO:06105122 biopolymer -NCBITaxon:3524 Caryophyllales -FOODON:03412344 devils tongue plant -CHEBI:51585 metallophthalocyanine -ENVO:00000420 tombolo -UBERON:0007503 epithelial vesicle -ENVO:01001519 area of pack ice +FOODON:00001284 duck meat food product +ENVO:00003861 industrial building +ENVO:01001239 forest canopy +ENVO:02000127 coal ash UBERON:0010708 pectoral complex -ENVO:01000492 dung building floor -FOODON:00001148 potato food product -ENVO:03510009 gasoline exhaust -FOODON:00001253 plant derived beverage -UBERON:0000924 ectoderm -PO:0009005 root -ENVO:00003097 bore hole water -FOODON:00001219 sausage (cooked, smoked) -ENVO:01001487 waterspout -ENVO:00000044 peatland -FOODON:00001994 leguminous vegetable food product -ENVO:00000447 marine biome -CHEBI:31002 octacosanoate -ENVO:01001826 active sulphate-reducing enrichment culturing unit -CHEBI:32628 leucinium -ENVO:03501137 hospital unit facility -UBERON:0001015 musculature -UBERON:0004872 splanchnic layer of lateral plate mesoderm -CHEBI:38180 polycyclic heteroarene -ENVO:01001607 water current -ENVO:00002222 food shop -CHEBI:25805 oxygen atom -ENVO:01001380 neritic mussel reef -CHEBI:48154 sulfur oxide -FOODON:00001204 yam bean food product -ENVO:00000406 mid-ocean ridge -ENVO:03501350 physician office -CHEBI:37376 tetraphosphorus decaoxide -ENVO:01001048 sediment environment -CHEBI:35307 epoxycarotenol -ENVO:00002253 umbrisol -ENVO:00000301 chaparral area -ENVO:03501252 chicken manure -CHEBI:35479 alkali metal salt -CHEBI:33485 chalcogen oxoanion -ENVO:01000561 paraffin lamp -FOODON:00001246 hot chocolate food product -ENVO:01001159 cirrus homogenitus cloud -ENVO:00002251 planosol -ENVO:03501282 hangar -UBERON:0000125 neural nucleus -ENVO:00000020 lake -ENVO:00000171 river valley -ENVO:02000055 plant feed -ENVO:01001813 construction -ENVO:00005753 urea enriched soil -ENVO:01001508 anchored ice calf -CHEBI:37997 homopolymer macromolecule -ENVO:00012408 aquifer -CHEBI:26490 quinate -ENVO:01000317 aquatic environment -CHEBI:18248 iron atom -ENVO:00000081 mountain -ENVO:00002239 calcisol -UBERON:0034878 prechordal mesoderm -ENVO:00000182 plateau -ENVO:01000078 marine nutricline -ENVO:03501277 orangery -ENVO:01000884 area of developed space with low usage intensity -ENVO:01000429 burrow -CHEBI:25477 naphthalenes -FOODON:00002643 food (dehydrated) -UBERON:0000061 anatomical structure -PO:0000022 plant cuticle -CHEBI:35294 carbopolycyclic compound -UBERON:0003729 mouth mucosa -ENVO:00005797 lake bottom mud -ENVO:01001691 mass of compounded environmental materials -ENVO:02000028 ear wax material -ENVO:01000823 illuminated biosphere part -ENVO:01001123 dwarf gas planet -NCBITaxon:2910 Peridiniales -ENVO:01001845 hoar -PO:0025128 phyllome primordium -ENVO:00000010 transport feature -ENVO:01000814 solid environmental material -ENVO:00002014 plutonic rock -ENVO:03501253 gypsum -ENVO:03501167 orthopaedics unit facility -ENVO:00002011 fresh water -ENVO:03501165 oncology unit facility -ENVO:01001841 volcanic soil -UBERON:0001085 skin of trunk -ENVO:01000922 animal cage -CHEBI:25741 oxide -ENVO:01000435 montane forest -ENVO:01000990 sink fixture -ENVO:01000754 fumarole-derived ice tower -CHEBI:9171 skatole -ENVO:06105237 exchangeable potassium -FOODON:00001264 legume food product -ENVO:01001335 anchor ice -UBERON:0000468 multicellular organism -ENVO:00000119 planted forest -NCBITaxon:37570 Noctuoidea -CHEBI:33598 carbocyclic compound -ENVO:00000256 floodway +ENVO:00000496 rill +ENVO:00003088 pantothenate enriched soil +ENVO:00002233 albeluvisol +CHEBI:25710 organophosphorus compound +UBERON:0004521 vasculature of muscle organ +CHEBI:33659 organic aromatic compound +UBERON:0003037 septum +ENVO:01000513 asbestos building roof +ENVO:01000190 flooded savanna biome +ENVO:01000218 xeric shrubland biome +ENVO:02000000 hypodermic needle +CHEBI:16842 formaldehyde +CHEBI:91007 aromatic carboxylate +CHEBI:53388 poly(hydroxybutyrate) +ENVO:00000507 wadi mouth +ENVO:03501288 facility +ENVO:01000049 marine coral reef biome +ENVO:01001075 hypoxic lake +ENVO:01000935 campground +ENVO:03501175 psychiatric unit facility +ENVO:03000116 snowpack +ENVO:00000390 mountain spur +UBERON:0011362 cranial blood vasculature +CHEBI:33253 nucleon +ENVO:00002159 drilling bore water +FOODON:03420156 brown sugar +UBERON:0007245 nuclear complex of neuraxis +FOODON:00001250 fish egg food product +ENVO:00000403 shield volcano +ENVO:01000091 topographic upwelling front +FOODON:00001230 mustard seed food product +FOODON:00001009 hot dog +UBERON:0003528 brain gray matter +ENVO:00000214 hadalpelagic zone +ENVO:01001876 graupel +CHEBI:35295 homopolycyclic compound +UBERON:0000323 late embryo +UBERON:0001041 foregut +CHEBI:50313 onium cation +ENVO:00000017 saline hydrographic feature +ENVO:00000035 marsh +ENVO:03501150 gynaecology 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hydrosulfide +ENVO:01001532 glacier ice field +BFO:0000030 object +CHEBI:36961 chalcocarbonic acid +ENVO:01001683 gaseous surface layer +ENVO:01000194 montane grassland biome +ENVO:00005738 foamy environmental material +ENVO:01001151 proplyd +ENVO:2000008 lignite +FOODON:00001277 orange juice (unpasteurized) +UBERON:0019304 sensory organ epithelium +ENVO:00000002 anthropogenic geographic feature +ENVO:03510008 diesel exhaust +ENVO:01001410 altostratus cloud +ENVO:03000035 supraglacial lake +CHEBI:37121 guanosine 5'-phosphate +ENVO:01001017 halo +UBERON:0009846 embryonic cloacal epithelium +ENVO:01001784 compound astronomical body part +ENVO:03510038 volume of cyanoacrylate +ENVO:00000099 artificial island +ENVO:00000072 aquaduct +ENVO:01000516 toilet fixture +ENVO:00000448 hydroelectric reservoir +ENVO:00000512 pond bed +UBERON:0010303 extraembryonic epithelium +ENVO:00000224 slightly stratified estuary +ENVO:02000031 breast milk material +ENVO:01001264 area designated for waste storage +ENVO:03510041 wood stain +ENVO:03600072 ophiolites +ENVO:01000162 organ +ENVO:01001315 estuarine open water surface layer +ENVO:01000217 mediterranean shrubland biome +FOODON:00001037 vacherin mont dor cheese food product +UBERON:0007651 anatomical junction +ENVO:00000079 flume +ENVO:01000187 subtropical savanna biome +ENVO:00000503 container of an intermittent oxbow lake +UBERON:0010371 ecto-epithelium +CHEBI:35274 ammonium ion derivative +ENVO:01000734 laccolith +ENVO:01000362 inflationary cave +ENVO:01001305 vegetated area +ENVO:01000305 high temperature environment +UBERON:0001605 ciliary muscle +NCBITaxon:7001 Caelifera +ENVO:01000440 dacitic volcano +ENVO:01000470 building envelope +ENVO:00002255 solonetz +NCBITaxon:1121 Aphanothece +FOODON:00001216 cream food product +ENVO:01000035 oceanic epipelagic zone biome +UBERON:0007285 presumptive paraxial mesoderm +FOODON:00001177 insect food product +ENVO:01001685 bubble +ENVO:06105009 plastic line +ENVO:01000883 area of developed open space +ENVO:01000614 bicycle +CHEBI:37578 halide +ENVO:03501275 corn exchange +ENVO:01000869 area of scrub +ENVO:00000155 cirque +UBERON:0004535 cardiovascular system +ENVO:03501244 Bailey bridge +ENVO:00000043 wetland area +ENVO:03000112 snow drift +ENVO:00003911 sake brewery +FOODON:03400293 soft candy (us cfr) CHEBI:30033 bacteriochlorophyll a -FOODON:00001151 citrus fruit food product -ENVO:00000472 backwater -ENVO:03000048 thaw hole -ENVO:00000517 lost stream -ENVO:03605002 epipelon -UBERON:0014703 anal membrane ectodermal component -ENVO:00000115 orchard -ENVO:01000850 clathrate material +CHEBI:190295 inorganic calcium salt +CHEBI:23042 carotene +FOODON:00001159 fermented pomaceous fruit beverage +CHEBI:51143 nitrogen molecular entity +UBERON:0001021 nerve +ENVO:01001818 enrichment culturing unit +PO:0006016 leaf epidermis +UBERON:0002308 nucleus of brain +ENVO:01000191 subtropical grassland biome +ENVO:00000393 sound +ENVO:00000187 tundra mire +ENVO:02000112 fume +ENVO:03501344 insecure housing +UBERON:0015808 eye epithelium +ENVO:01000666 area of open water +CHEBI:37134 elemental barium +ENVO:01001888 calcic spring +UBERON:0000923 germ layer +ENVO:01000523 pit latrine with slab floor +FOODON:00001224 sausage (cooked) +ENVO:03501194 long-term care facility +CHEBI:3311 calcium carbonate +ENVO:01000575 wax +ENVO:03510061 soy ink +NCBITaxon:37570 Noctuoidea +ENVO:00000188 palsa mire +ENVO:01000515 tiled building roof +ENVO:00002148 coarse beach sand +ENVO:03510029 primer (paint) +UBERON:0012180 head or neck skin +FOODON:00001048 meshanger cheese food product +ENVO:00000246 volcanic crater +ENVO:01000151 manganese-reducing sediment +ENVO:01000387 tropical deciduous broadleaf forest ENVO:00000353 island arc -ENVO:00003095 quinate enriched soil -ENVO:02000115 vanadium fume -ENVO:01000471 ceiling -ENVO:00005787 eucalyptus forest soil -ENVO:02000151 natural nuclear fission reactor -ENVO:01001300 area of low atmospheric pressure -UBERON:0003386 smooth muscle of eye -FOODON:03301103 orange juice -ENVO:01000185 montane desert biome -CHEBI:53448 methyl cellulose -UBERON:0013685 foramen of skull +ENVO:00000559 weapons test site +CHEBI:136861 pyrrolopurine +ENVO:00002180 naphthalene enriched sediment +FOODON:00001025 camembert cheese food product +ENVO:01000003 oil well +ENVO:00000354 volcanic field +ENVO:01001337 riverine anchor ice +ENVO:01001003 non-saline environment +ENVO:00002871 alluvial soil +ENVO:00000234 bayou +ENVO:06105273 fine sand +ENVO:00005754 fertilized soil +ENVO:00002040 wood +UBERON:0010740 bone of appendage girdle complex +ENVO:01000231 lava +NCBITaxon:695564 Erebidae +FOODON:00002501 multi-component food product +ENVO:03501209 bedrail +CHEBI:2706 Anatoxin a +ENVO:00000126 sulfur spring +CHEBI:83820 non-proteinogenic amino acid +ENVO:01001610 active layer in a cryosphere +ENVO:03501231 hospice +ENVO:00002211 thermophilic anaerobic methanogenic reactor +ENVO:02000042 interstitial fluid material +ENVO:01001899 reef +CHEBI:33340 zinc group element atom +UBERON:0007376 outer epithelium CHEBI:167164 mineral nutrient -CHEBI:35605 carbon oxoacid -CHEBI:26020 phosphate -FOODON:00001163 solanaceous fruit food product -ENVO:02000110 open-pit mine -ENVO:2000003 agricultural wastewater treatment plant -FOODON:00001107 bovine dairy food product -CHEBI:60029 homopolymer -NCBITaxon:41197 Heteroneura -ENVO:06105238 residual water in soil -ENVO:03501283 conveyor belt -FOODON:00001157 pomaceous fruit juice beverage -ENVO:01001376 marine faunal bed -FOODON:03400960 50220000 - cereal/grain/pulse products (gs1 gpc) -CHEBI:15377 water -ENVO:01001042 sterile water environment -ENVO:00000487 paternoster lake -ENVO:02000136 research nuclear reactor -ENVO:2000039 gas power station -NCBITaxon:51952 Elaeis -FOODON:00001276 apple cider (alcoholic) -CHEBI:49202 elemental platinum -ENVO:03000040 melt pond -ENVO:01000752 area of barren land -ENVO:03501135 acute care facility -ENVO:03000025 erosionally enriched ice -FOODON:00001050 tempeh food product -ENVO:01000104 eastern boundary current -ENVO:01000505 salt dome -CHEBI:33260 elemental hydrogen -FOODON:00001210 wheat flour food product -ENVO:01000928 fish processing building -CHEBI:29438 methanide -UBERON:0002203 vasculature of eye -ENVO:01000844 fog -ENVO:00002118 sea sand -ENVO:01000442 dacite -FOODON:00001130 sheep milk cheese food product -ENVO:00000554 saddle dam -ENVO:00000231 moor -CHEBI:33465 elemental pnictogen -UBERON:0003462 facial bone -ENVO:03501356 conveyor system -ENVO:00000084 mountain pass -ENVO:00005800 desert sand -ENVO:01000068 marine streamer -UBERON:0036253 orifice of skull -FOODON:00001106 camelid dairy food product -ENVO:00000299 ice field -CHEBI:36125 cyclitol carboxylic acid anion -ENVO:01000674 microfracture -ENVO:01001068 meteoroid -ENVO:03501247 humpback bridge -ENVO:03600019 sugarcane vinasse -CHEBI:60027 polymer -ENVO:01000094 subtropical convergence front -CHEBI:24061 fluorine atom -CHEBI:26873 terpenoid -UBERON:0012475 skeleton of pectoral complex -ENVO:00000392 ice tongue -ENVO:01000966 private swimming pool -ENVO:01001695 isopycnal surface -ENVO:01001222 commercial building -ENVO:01001057 environment associated with a plant part or small plant -ENVO:00000089 inland cliff -ENVO:01000933 residential building -CHEBI:22315 alkaloid -NCBITaxon:33090 Viridiplantae -ENVO:01000423 living room -ENVO:01001810 mediterranean grassland -ENVO:01000606 cart -ENVO:01000562 flat-wick lamp -ENVO:00000032 bay -ENVO:00000329 phreatic zone -ENVO:00000311 kettle -CHEBI:35789 oxo steroid -UBERON:0014775 prosomere -ENVO:00005757 bacteria enriched soil -UBERON:0002416 integumental system -ENVO:02000098 platinum ore -ENVO:01000607 animal-drawn cart -UBERON:0000970 eye -ENVO:00000888 large river headwater biome -UBERON:0001004 respiratory system -ENVO:01001405 laboratory environment -UBERON:3000961 external integument structure -ENVO:00000176 elevated landform -ENVO:01000651 ocean strait -ENVO:03501103 ambulance -UBERON:0004140 primary heart field -ENVO:01001716 warm occluded front -ENVO:00000283 ridge -NCBITaxon:85604 Amphiesmenoptera -ENVO:01000780 public road -CHEBI:23014 carbon oxide -FOODON:00001201 dry bean food product -UBERON:0006314 bodily fluid -ENVO:00000180 mound -ENVO:01001882 surface hoar -ENVO:2000043 tidal power plant -ENVO:01000735 lopolith -ENVO:01000801 star -ENVO:01000402 tropical mixed broadleaf forest -FOODON:00001218 bee food product -ENVO:01000143 marine reef -ENVO:03000084 thermokarst depression -ENVO:00000518 ditch mouth -ENVO:01000115 cobble sediment -UBERON:0004808 gastrointestinal system epithelium -ENVO:00000546 lake sediment -ENVO:02000157 municipal landfill -ENVO:01001224 office -FOODON:03420307 seed oil -ENVO:06105011 water column -ENVO:01000312 culturing environment -ENVO:01001356 volcanic crater zone -UBERON:0001605 ciliary muscle -ENVO:01000415 fine respirable suspended particulate matter -UBERON:0005062 neural fold -ENVO:01001870 gas well -UBERON:0000484 simple cuboidal epithelium -FOODON:00001033 emmenthal cheese food product -ENVO:00003869 straw -ENVO:03501168 pain management unit facility -ENVO:01000973 kiosk -CHEBI:33304 chalcogen molecular entity -ENVO:03501205 private prison -ENVO:02000133 nuclear reactor -FOODON:00001250 fish egg food product -ENVO:01001645 gaseous part of an atmosphere -ENVO:01001393 Bathymodiolus gill tissue material -UBERON:0005764 acellular membrane -ENVO:02000102 fibrous glass dust -ENVO:01001463 UNEP-WCMC class 3 mountain -UBERON:0000910 chyme -ENVO:01000984 grocery store -ENVO:02000047 animal feed -FOODON:03400969 50221200 - processed cereal products (gs1 gpc) -FOODON:00002456 food (baked) -ENVO:01000258 fluid cline -ENVO:00000238 fluvial dambo -ENVO:01000744 human dwelling -ENVO:01001209 wetland ecosystem -ENVO:01001043 hypersaline water environment -ENVO:00000160 sisal plantation -ENVO:01001180 Bondon cheese environment -FOODON:03400852 miscellaneous food product (eurofir) -CHEBI:25213 metal cation -CHEBI:30052 copper(0) -ENVO:00000060 underground stream -UBERON:0004128 optic vesicle -UBERON:0010912 subdivision of skeleton -UBERON:0005856 developing mesenchymal condensation -ENVO:00000259 lacustrine plain -UBERON:0034995 jaw mesenchyme -UBERON:0012275 meso-epithelium -CHEBI:33743 manganese group molecular entity -ENVO:00000308 dune slack -CHEBI:16189 sulfate -CHEBI:33579 main group molecular entity -CHEBI:143901 manganese dihydroxide -UBERON:0007500 epithelial tube open at both ends -FOODON:00001777 cow milk dessert -ENVO:01000137 organic matter fall -CHEBI:26979 organic heterotricyclic compound -ENVO:00002164 fossil material -FOODON:00002252 soft cheese food product -UBERON:0005769 basement membrane of epithelium -ENVO:01001790 terrestrial ecosystem +CHEBI:35428 ortho-fused bicyclic hydrocarbon +ENVO:02000139 desert spring +CHEBI:29237 deuterium atom +UBERON:0008814 pharyngeal arch system +ENVO:00005799 rocky sand +ENVO:01000189 temperate savanna biome 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contaminated soil +CHEBI:28938 ammonium +ENVO:01000992 shower fixture +ENVO:06105275 silty loam +ENVO:01000416 ultrafine respirable suspended particulate matter +FOODON:03400842 non alcoholic beverage (eurofir) +FOODON:00002156 plant stem or spear vegetable food product +UBERON:0011249 appendicular skeletal system +ENVO:00002199 sandy beach +ENVO:00000221 continental island +ENVO:01001110 ecosystem +ENVO:01000393 tropical lower montane forest +ENVO:01000571 cold-blast paraffin lantern +ENVO:01000226 subtropical moist broadleaf forest biome +ENVO:03501338 human nursery +FOODON:00001166 plant inflorescence food product +ENVO:00003863 food processing building +ENVO:01001145 chthonian planet +CHEBI:25900 aldopentose phosphate +ENVO:01000030 marine hydrothermal vent biome +ENVO:01001886 landform +ENVO:00002239 calcisol +CHEBI:35343 17beta-hydroxy steroid +ENVO:00000114 agricultural field +ENVO:00000124 supranational geopolitical entity +ENVO:01000573 battery-powered electric lamp 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reservoir +ENVO:01001152 mesoplanet +CHEBI:38702 inorganic sodium salt +UBERON:0000160 intestine +ENVO:01001552 flaw lead +FOODON:00002038 millet food product +ENVO:02000020 blood material +ENVO:00010483 environmental material +CHEBI:33822 organic hydroxy compound +ENVO:00002194 oil field production water +CHEBI:60926 amino monosaccharide +ENVO:03501248 overpass +ENVO:01001806 tropical grassland +FOODON:03400650 02 vegetables (ccpr) +ENVO:01000674 microfracture +CHEBI:51958 organic polycyclic compound +UBERON:0003463 trunk bone +FOODON:03400969 50221200 - processed cereal products (gs1 gpc) +CHEBI:48041 microcystin +UBERON:0003914 epithelial tube +CHEBI:26082 phosphorus molecular entity +CHEBI:33306 carbon group element atom +ENVO:03501192 walk-in clinic +ENVO:01000186 polar desert biome +UBERON:0000910 chyme ENVO:01001536 sea ice mass -ENVO:00002184 subsurface landform +ENVO:03600083 mofetta +ENVO:01000358 acidic water +ENVO:01001822 active enrichment culturing unit +ENVO:01000406 snow +CHEBI:37622 carboxamide +PO:0006036 root epidermis +ENVO:00005763 humus-rich acidic ash soil +FOODON:00001192 quinoa food product +CHEBI:38077 polypyrrole +FOODON:03460263 vegetable fat or oil +ENVO:01000132 thermophilic sediment +ENVO:01001153 circumbinary planet +ENVO:01000469 exterior wall +FOODON:00001039 cured meat food product +ENVO:01001001 plant-associated environment ENVO:01000944 microplastic particle -CHEBI:134438 titanium oxides -FOODON:03420156 brown sugar -ENVO:00000189 peat swamp -ENVO:0010163 dry river valley -CHEBI:38166 organic heteropolycyclic compound -CHEBI:23045 carotenol -ENVO:00000140 drainage ditch -FOODON:00001800 dairy dessert food product -ENVO:00002120 acidic hot spring -FOODON:00001064 bottled beer food product -UBERON:0004237 blood vessel smooth muscle +ENVO:01000423 living room +ENVO:03501164 occupational therapy unit facility +UBERON:0002532 epiblast (generic) +UBERON:0003426 dermis adipose tissue +PO:0009011 plant structure +CHEBI:23044 carotenoid +ENVO:00000509 marine terrace +ENVO:01001240 woodland canopy +CHEBI:3992 cyclic ketone +CHEBI:46666 crocidolite asbestos +ENVO:01001608 kerosene oil +UBERON:0001606 muscle of iris +ENVO:01001557 water-body-derived ice +ENVO:01001041 fungi-associated environment +ENVO:00000165 asphalt lake +FOODON:00001154 citrullus lanatus fruit food product +ENVO:01001348 material accumulation zone +UBERON:0009920 optic neural crest +CHEBI:36093 inorganic chloride +NCBITaxon:131567 cellular organisms +PO:0020144 apical meristem +UBERON:0003439 nerve of trunk region +NCBITaxon:1206795 Lophotrochozoa +CHEBI:33551 organosulfonic acid +UBERON:0003714 neural tissue +NCBITaxon:1798711 Cyanobacteria/Melainabacteria group +CHEBI:37193 elemental lead +ENVO:00002114 chemically enriched sediment +RO:0002577 system +FOODON:00001086 kefir food product +UBERON:0006596 presumptive blood +ENVO:03501309 booth +CHEBI:33261 organosulfur compound +PO:0025004 plant axis +CHEBI:26284 propane-1,2-diols +ENVO:01001136 ocean planet +ENVO:00000042 drainage canal +ENVO:00000522 canal tunnel +ENVO:01003021 area of high atmospheric pressure +CHEBI:26986 threonine +NCBITaxon:1783272 Terrabacteria group +ENVO:01000193 temperate grassland biome +ENVO:03501132 fire station +CHEBI:33251 monoatomic hydrogen +ENVO:00000367 IUCN national park +UBERON:0006555 excretory tube +PO:0000022 plant cuticle +ENVO:00002169 coal mine +ENVO:00002983 fuel oil +ENVO:02000131 flue gas desulfurization material +ENVO:01001581 sea surface layer +ENVO:01001386 mussel reef +ENVO:00003919 research station +UBERON:0002204 musculoskeletal system +ENVO:03400016 area of ice cover +CHEBI:33341 titanium atom +CHEBI:23449 cyclic peptide +ENVO:00000410 kipuka CHEBI:83628 N-acylammonia -ENVO:01000763 rural settlement -FOODON:00001120 camelid milk beverage -ENVO:03600072 ophiolites -ENVO:01000851 methane clathrate +NCBITaxon:169729 Elaeidinae +UBERON:0011134 nonsynovial joint +ENVO:02000002 bedclothing +ENVO:00000122 track +ENVO:01000775 mesotrophic lake +CHEBI:27325 xanthophyll +ENVO:01001895 soda spring +ENVO:01001428 water-based cloud +NCBITaxon:1892252 Microcoleaceae +ENVO:01001792 tropical broadleaf forest +ENVO:01000988 ethnic food shop +NCBITaxon:1892254 Oscillatoriaceae +CHEBI:28659 phosphorus atom +ENVO:01000519 latrine +ENVO:03501224 carvery +CHEBI:18276 dihydrogen +ENVO:00000395 channel of a watercourse +ENVO:00002053 limestone +OBI:0000968 device +ENVO:00000266 pasture +ENVO:00000271 chott +CHEBI:25555 nitrogen atom +CHEBI:21656 N-acyl-hexosamine +CHEBI:33709 amino acid +ENVO:03501112 public bus +ENVO:03501278 skyscraper ENVO:01001139 methane ice -ENVO:01000587 piece of furniture -CHEBI:37143 organofluorine compound -ENVO:01000039 oceanic hadal pelagic zone biome -FOODON:03400164 dairy product (us cfr) -UBERON:0005090 muscle structure -ENVO:01001092 tectonic lake -FOODON:00001092 vertebrate animal food product -NCBITaxon:3313 Pinidae -UBERON:0015203 non-connected functional system -CHEBI:33375 gadolinium atom -CHEBI:36875 radical ion -NCBITaxon:6546 Mytilida -CHEBI:33242 inorganic hydride -ENVO:00000543 swale -ENVO:01000080 pelagic isothermal surface -ENVO:01000925 abattoir -NCBITaxon:2 Bacteria -ENVO:03600013 bituminous sand -ENVO:01000356 granite -NCBITaxon:9526 Catarrhini -ENVO:00000333 subjacent karst -UBERON:0003077 paraxial mesoderm -ENVO:01001692 methane gas bubble -ENVO:01001796 temperate mixed forest -ENVO:00000550 range of seamounts -ENVO:01000486 building floor -ENVO:01000130 marine hydrothermal plume -ENVO:03501242 desert island -ENVO:00000448 hydroelectric reservoir -ENVO:02000025 sweat material -UBERON:0005292 extraembryonic tissue -NCBITaxon:41377 Avicennia -ENVO:03000114 seasonal snow patch -ENVO:03501275 corn exchange -ENVO:01001582 forest floor -ENVO:00000068 tunnel +ENVO:01000371 agricultural waste material +FOODON:00001100 orange fruit beverage +UBERON:0010323 cranial skeletal system +ENVO:03501201 polling place +ENVO:00002119 alkaline hot spring +FOODON:03310387 oil +ENVO:00002154 radioactive sediment +ENVO:00000317 tidal pool +CHEBI:24271 glucosamines ENVO:03000013 cirque glacier -ENVO:00000221 continental island -CHEBI:35404 chromate(2-) -ENVO:03510028 oil paint thinner -ENVO:00000191 solid astronomical body part -UBERON:0001799 vitreous chamber of eyeball -ENVO:00002046 activated sludge -NCBITaxon:1205 Trichodesmium -CHEBI:26400 purine ribonucleotide -ENVO:01001049 non-saline sediment environment -NCBITaxon:1890440 Schizotrichaceae -ENVO:01000487 brick building floor -ENVO:01000500 brick exterior wall -ENVO:03501214 locker -CHEBI:27024 toluenes -FOODON:00001285 goose meat food product -NCBITaxon:1437010 Boreoeutheria -ENVO:00000376 biosphere reserve -ENVO:01001011 light emitted by lightning -ENVO:01000025 marine neritic benthic zone biome -FOODON:03460177 plant seed or nut food product -ENVO:00000075 bridge -ENVO:01001787 aquatic ecosystem -CHEBI:27171 organic heterobicyclic compound -FOODON:00004156 velvet bean food product -UBERON:0010313 neural crest-derived structure -UBERON:0010230 eyeball of camera-type eye -NCBITaxon:44822 Microcystis viridis -UBERON:0004770 articular system -UBERON:0000014 zone of skin -UBERON:0003343 mucosa of oral region -CHEBI:139292 chlorophyllide(2-) -ENVO:00003096 tap water -CHEBI:83925 non-proteinogenic alpha-amino acid -UBERON:0009610 forebrain neural plate -CHEBI:139120 carotenoid beta-end derivative -FOODON:03400650 02 vegetables (ccpr) -CHEBI:36963 organooxygen compound -NCBITaxon:1162 Nostocaceae -ENVO:01001163 IUCN wilderness area -CHEBI:37096 adenosine 5'-phosphate -UBERON:0003059 presomitic mesoderm -CHEBI:33374 samarium atom -UBERON:0007831 pectoral girdle skeleton -ENVO:00002052 iron meteorite -PO:0025430 phyllome anlagen -ENVO:01000145 marine coral reef back reef -ENVO:01001651 particulate matter in a hydrosphere -ENVO:01000821 photosphere -ENVO:03520002 high atmospheric level -ENVO:00000364 national wildlife refuge -ENVO:01001522 fast ice -FOODON:00001023 mammalian milk butter -CHEBI:16474 NADPH -ENVO:06105013 marine biota -FOODON:00002403 food material -UBERON:0000478 extraembryonic structure -ENVO:01001021 humic lake -ENVO:03501131 university building -BFO:0000040 material entity -ENVO:03501346 chopstick -ENVO:06105116 discarded fishing gear -FOODON:00001001 orange juice (liquid) -ENVO:01000931 migration path -NCBITaxon:71274 asterids -ENVO:01001046 planetary subsurface environment -ENVO:03501337 temple -CHEBI:33744 iron group molecular entity -ENVO:08000001 axilla skin environment -CHEBI:51143 nitrogen molecular entity -CHEBI:72813 exopolysaccharide -ENVO:01000711 coastal flood -ENVO:00002155 high-level radioactive sediment -FOODON:00001610 apple condiment -ENVO:00005778 tropical soil -CHEBI:28694 copper atom -ENVO:00000498 volcanic dike -ENVO:00000220 archipelago -CHEBI:33746 vanadium group molecular entity -ENVO:01000127 marine cold seep biome -ENVO:01000662 scoria -CHEBI:25900 aldopentose phosphate -ENVO:03501316 food production environmental monitoring zone 3 -ENVO:03501154 traumatic intensive care unit facility -ENVO:03501180 patient room -FOODON:00001185 rice food product -ENVO:01001559 cryopeg -ENVO:01000570 hot-blast paraffin lantern -CHEBI:36344 hadron -ENVO:01000747 regolith -UBERON:0011138 postcranial axial skeletal system -ENVO:01000355 vegetation layer -CHEBI:46680 serpentine asbestos -CHEBI:33317 boron group element atom -NCBITaxon:13100 Juniperus -ENVO:01000478 cement plaster -NCBITaxon:131567 cellular organisms -ENVO:00003042 piggery -ENVO:01001074 lake with a hypoxic hypolimnion -UBERON:0001048 primordium -ENVO:01000071 oceanic front -CHEBI:33306 carbon group element atom -ENVO:01000046 marginal sea biome -ENVO:01000198 mixed forest biome -ENVO:00004638 sawmill -NCBITaxon:1161 Nostocales -CHEBI:24835 inorganic molecular entity -ENVO:01001230 tropical marginal sea biome -FOODON:00001014 yogurt food product -UBERON:0010258 mesenchyme from rhombencephalic neural crest -UBERON:0005564 gonad primordium -ENVO:02000021 amniotic fluid material -CHEBI:65212 polysaccharide derivative -ENVO:01000277 water ice -ENVO:03501146 gastroenterology unit facility -CHEBI:30751 formic acid -CHEBI:190295 inorganic calcium salt -CHEBI:33674 s-block molecular entity -ENVO:00000542 kame -ENVO:01001421 cirrus uncinus cloud -FOODON:00001069 fermented fruit food product -CHEBI:33498 actinoid molecular entity -ENVO:03605003 epiphyton -ENVO:01001532 glacier ice field -CHEBI:36357 polyatomic entity -FOODON:00001135 distilled fermented grain beverage -ENVO:01000097 surface convergence -ENVO:03520000 low atmospheric level -UBERON:0004537 blood vasculature -ENVO:03000072 second year ice -CHEBI:24532 organic heterocyclic compound -ENVO:02000024 aqueous humour material -CHEBI:24436 guanidines -ENVO:00000118 coconut plantation -ENVO:01000886 area of developed space with high usage intensity -ENVO:02000029 cerebrospinal fluid material -CHEBI:22977 cadmium atom -ENVO:2000004 algal bloom -ENVO:00000141 bank -FOODON:00001057 plant fruit food product -ENVO:01000122 marine hydrothermal vent -ENVO:01001075 hypoxic lake -CHEBI:17792 organohalogen compound -ENVO:03501152 intensive care unit facility -ENVO:01000144 marine coral reef flat zone -FOODON:00001048 meshanger cheese food product -FOODON:00001150 cucurbit fruit food product -UBERON:0000948 heart -FOODON:00001675 cabbage juice food product -ENVO:00002875 oil contaminated soil -CHEBI:22985 calcium molecular entity -ENVO:03501336 place of worship -UBERON:0000383 musculature of body -ENVO:00000481 pinnacle -CHEBI:18422 sulfur dioxide -ENVO:00000216 fumarole -CHEBI:25154 manganese molecular entity -UBERON:0007651 anatomical junction -UBERON:0011249 appendicular skeletal system -ENVO:01000580 telephone -CHEBI:36093 inorganic chloride -CHEBI:61250 brevetoxin A -CHEBI:48730 aluminosilicate mineral -ENVO:02000001 textile -UBERON:0002535 gill -CHEBI:46666 crocidolite asbestos -ENVO:03600071 cyanobacterial bloom -UBERON:0011822 dense irregular connective tissue -UBERON:0006598 presumptive structure -ENVO:00005749 farm soil -ENVO:03600047 raceway pond -ENVO:00002270 chemocline -CHEBI:33299 alkaline earth molecular entity -ENVO:01001807 flooded grassland -ENVO:01001022 natural lake -NCBITaxon:85512 Dicondylia -FOODON:00001164 tomato food product -CHEBI:33673 zinc group molecular entity -ENVO:01001031 environment determined by a plant substance -ENVO:01001481 public prison -ENVO:01001060 single strain cell culture -ENVO:01000045 epeiric sea biome -UBERON:0011216 organ system subdivision -ENVO:00000529 beach ridge -CHEBI:36871 inorganic radical -ENVO:03501177 radiotherapy unit facility -ENVO:03501274 bunkhouse -ENVO:01000154 carbon dioxide-reducing sediment -FOODON:00001203 vetch seed (whole, dried) -NCBITaxon:40551 Arecales -FOODON:00002316 tomato juice food product -FOODON:00001632 barley flour food product -ENVO:01000002 water well +ENVO:03605006 stream water +ENVO:03500028 pneumatic drill ENVO:01000282 sedimentary stratum -CHEBI:24455 guanosine phosphate -UBERON:0001710 lower jaw region -FOODON:00002381 food product by organism -UBERON:0003837 thoracic segment connective tissue -ENVO:00000316 intertidal zone -FOODON:00001037 vacherin mont dor cheese food product -ENVO:00002264 waste material -FOODON:03400257 fruit or vegetable product (us cfr) -UBERON:0000033 head -ENVO:01000224 mediterranean grassland biome -ENVO:01000219 anthropogenic terrestrial biome -ENVO:01001034 environment determined by a biofilm on an animal surface -CHEBI:24833 oxoacid -FOODON:00001097 fermented sugar cane beverage -ENVO:01001475 omics observatory system -ENVO:03501265 public toilet -UBERON:0035037 jaw epithelium -ENVO:01000474 brick material -ENVO:03501278 skyscraper -ENVO:04000010 soil surface layer -ENVO:01000995 dry river -ENVO:03501269 packaging machine -ENVO:01000549 mass of biological material -CHEBI:33309 noble gas atom -NCBITaxon:71000 Pfiesteria -ENVO:03501182 clinic -UBERON:0000160 intestine -CHEBI:35296 ortho-fused polycyclic arene -CHEBI:32955 epoxide -ENVO:02000111 copper ore -ENVO:03501339 household environment -ENVO:00000527 interfluve -UBERON:0005085 ectodermal placode -UBERON:0001049 neural tube -CHEBI:25524 NAD(P) -ENVO:01000868 domestic solar panel array -ENVO:00012411 karst cave -CHEBI:30145 lithium atom -ENVO:01000989 plumbing fixture -FOODON:00001102 fermented grain beverage -ENVO:00000349 terrarium -ENVO:01001238 residual kerogen -CHEBI:30217 helium atom -UBERON:0000175 pleural effusion -CHEBI:26878 tertiary alcohol -CHEBI:26607 saturated fatty acid -FOODON:00001038 pork meat food product -UBERON:0000485 simple columnar epithelium -ENVO:03510007 gasoline -UBERON:0013703 integumentary projection -ENVO:01000887 area of sedge- and forb-dominated herbaceous vegetation -ENVO:01000865 electric power system -CHEBI:50558 monoatomic uranium -ENVO:00002197 saline water aquarium -CHEBI:28938 ammonium -ENVO:01000638 planetary crust -ENVO:02000000 hypodermic needle -ENVO:01001893 salt spring -NCBITaxon:91827 Gunneridae -NCBITaxon:32561 Sauria -FOODON:00001635 bean food product -ENVO:03000118 atmosphere and water column exposed melt pond -ENVO:00000474 cut -FOODON:03400352 international agency food product type -CHEBI:36562 main-group coordination entity -FOODON:03311737 processed food product -ENVO:00002926 warm seep -NCBITaxon:8287 Sarcopterygii -ENVO:03501294 preprocessing plant -UBERON:0001088 urine -FOODON:00001062 fermented millet food product -ENVO:00005777 steppe soil -ENVO:01000986 agricultural fairground -ENVO:03510065 colorant fluid -ENVO:00000470 irrigation dam +ENVO:02000117 natural wax +ENVO:01000713 flash flood +ENVO:01000336 shrub layer +FOODON:00001259 non-fruit wine food product +ENVO:03501185 dental clinic +CHEBI:46680 serpentine asbestos +ENVO:00000238 fluvial dambo +CHEBI:26217 potassium molecular entity +ENVO:01001114 feed storage space +CHEBI:33431 elemental chlorine +ENVO:00003085 skatole enriched soil +ENVO:01001224 office +CHEBI:51084 inorganic nitrate salt +CHEBI:49475 argon atom +UBERON:0005068 neural rod +ENVO:03501359 equipment frame +ENVO:03501305 pliofilm +FOODON:00001266 camel milk beverage +FOODON:00001206 lupin seed food product +CHEBI:51718 alpha,beta-unsaturated aldehyde +ENVO:01000951 natural environment +ENVO:01000039 oceanic hadal pelagic zone biome +ENVO:00002202 organically enriched sediment +ENVO:00003870 rice straw +ENVO:03510035 naphtha +FOODON:00001087 vegetable oil food product +ENVO:00005750 grassland soil +CHEBI:33465 elemental pnictogen +ENVO:03600075 oil mill +NCBITaxon:27549 Oedipodinae +UBERON:0001089 sweat +CHEBI:16336 hyaluronic acid +UBERON:0011156 facial skeleton +UBERON:0004225 respiratory system smooth muscle +ENVO:01001404 ecological province +FOODON:00002450 multi-component honey product +CHEBI:46662 mineral +UBERON:0000490 unilaminar epithelium +UBERON:0003504 respiratory system blood vessel +ENVO:00000449 drinking water reservoir +ENVO:00000412 tidal watercourse +ENVO:02000138 mangrove biome soil +FOODON:00001070 miso food product +ENVO:00000297 paddy field +ENVO:01001126 astrogeological ice +FOODON:00001064 bottled beer food product +FOODON:00001626 bakery food product +UBERON:0006904 head mesenchyme from mesoderm +PO:0025157 phyllome epidermis +ENVO:01000065 marine oxygen minimum zone +FOODON:00001219 sausage (cooked, smoked) +CHEBI:36359 phosphorus oxoacid derivative +CHEBI:24873 iron molecular entity FOODON:00001220 sausage (smoked) -UBERON:0005282 ventricular system of brain -ENVO:00000225 highly stratified estuary -ENVO:01001304 oasis -ENVO:01000212 temperate mixed forest biome +ENVO:01000863 overflow structure +ENVO:03510017 fountain pen ink +ENVO:00000527 interfluve +CHEBI:22712 benzenes +FOODON:03303909 cultured dairy product +ENVO:01000762 sparsely populated settlement +CHEBI:61120 nucleobase-containing molecular entity +ENVO:03000027 powdery snow +CHEBI:35605 carbon oxoacid +ENVO:03501316 food production environmental monitoring zone 3 +UBERON:0019204 skin epithelium +ENVO:00002173 hospital CHEBI:36879 inorganic radical cation -UBERON:0001013 adipose tissue -ENVO:2100000 anatomical entity environment -ENVO:01001850 frost -ENVO:03400011 hail -ENVO:01001495 dioxygen dissolved in marine water +CHEBI:37190 silicon coordination entity +CHEBI:36683 organochlorine compound +ENVO:00000310 meteor impact crater +PO:0025433 root anlagen +ENVO:01001101 transform plate boundary +ENVO:01000552 natural gas +ENVO:00000365 Ramsar site +ENVO:01000061 marine wind mixed layer +ENVO:00002005 air +ENVO:06105010 plastic pellet +CHEBI:25696 organic anion +ENVO:01001242 canopy +FOODON:03305536 honey blend table syrup +NCBITaxon:2910 Peridiniales +ENVO:01000986 agricultural fairground +ENVO:01000774 oligotrophic lake +ENVO:01001304 oasis +ENVO:01001122 gas planet +ENVO:01000266 water vapour +UBERON:0004755 skeletal tissue +ENVO:01000237 coastal scrubland +ENVO:00000142 stream bank +UBERON:0000475 organism subdivision ENVO:01000361 primary cave -ENVO:00000137 coastal inlet -ENVO:03520005 cloud top -CHEBI:49992 argon(.1+) -ENVO:02000039 synovial fluid material -ENVO:00002169 coal mine -ENVO:00002167 platinum mine -ENVO:01001805 temperate forest -CHEBI:33424 sulfur oxoacid derivative -UBERON:0003353 epithelium of hindgut -UBERON:0001766 anterior chamber of eyeball -ENVO:01001055 environment associated with an animal part or small animal -UBERON:0005744 bone foramen -ENVO:01001038 moderately saline water +UBERON:0010083 future dermis +CHEBI:24867 monoatomic ion +CHEBI:50312 onium compound +CHEBI:16136 hydrogen sulfide +ENVO:00000521 rockfall +ENVO:01001543 water ice surface layer +ENVO:01000803 asteroid +ENVO:03501259 litter +NCBITaxon:71240 eudicotyledons +ENVO:00000342 ice cap dome +ENVO:01001526 frozen soil +UBERON:0001969 blood plasma +ENVO:01001048 sediment environment +CHEBI:35757 monocarboxylic acid anion +ENVO:03600087 greenhouse +CHEBI:64709 organic acid +ENVO:00000182 plateau +CHEBI:33694 biomacromolecule +FOODON:00001771 cow milk based food product +ENVO:03600043 meromictic pond +ENVO:03501167 orthopaedics unit facility +UBERON:0004140 primary heart field +ENVO:01000235 ultramafic lava +ENVO:00003885 brewery +ENVO:03501323 residential environment +NCBITaxon:33317 Protostomia +CHEBI:30751 formic acid +CHEBI:32955 epoxide +ENVO:01000847 hair ice +CHEBI:58416 chlorophyll a(1-) +ENVO:01001207 ranch +UBERON:0001004 respiratory system +UBERON:0000010 peripheral nervous system +ENVO:00000413 pingo +ENVO:03000040 melt pond +ENVO:03501125 airport transit lounge +ENVO:00010504 surface layer +ENVO:00005794 water scum +ENVO:03000089 permafrost crater derived from a methane explosion +ENVO:01000155 organic material +ENVO:00000258 alluvial plain +ENVO:01000278 pingo scar +CHEBI:26979 organic heterotricyclic compound +ENVO:03501204 prison facility +ENVO:03501348 veterinary facility +CHEBI:30187 aluminium oxide +ENVO:00000436 tunnel valley +ENVO:02000151 natural nuclear fission reactor +ENVO:03501313 food production environmental monitoring zone +ENVO:01001418 cirrus fibratus cloud +ENVO:00000540 brackish lake +FOODON:00001290 salad dressing UBERON:0000062 organ -ENVO:00000461 pseudocrater -ENVO:00003084 trimethylamine enriched soil -ENVO:00010505 aerosol -NCBITaxon:1118 Chroococcales -UBERON:0001009 circulatory system -ENVO:03501238 hillock -FOODON:00002165 organ meat product -ENVO:01000038 oceanic abyssopelagic zone biome -ENVO:01001098 tectonic plate boundary -ENVO:01000538 stratosphere -ENVO:01000324 planetary surface -CHEBI:37015 ribonucleoside 5'-phosphate -ENVO:01001512 congelation sea ice -ENVO:01001629 polymetallic nodule ecosystem -ENVO:02000059 surface soil -ENVO:02000048 contaminated animal feed -ENVO:01000032 neritic pelagic zone biome -ENVO:01000083 pelagic isopycnal surface -ENVO:01000457 masonry unit -NCBITaxon:6073 Cnidaria -ENVO:01001694 isohaline surface -FOODON:00001051 fermented rice beverage -ENVO:03510025 paint thinner -ENVO:01000762 sparsely populated settlement -CHEBI:33241 oxoacid derivative -ENVO:03501104 recreational cruise ship -ENVO:03000116 snowpack -UBERON:0001802 posterior segment of eyeball -ENVO:00002262 clay soil -ENVO:06105268 treated wastewater -UBERON:0002532 epiblast (generic) -ENVO:01001801 subtropical dry broadleaf forest -CHEBI:16199 urea -ENVO:02000041 lymph material -ENVO:03501139 breast screening unit facility -NCBITaxon:1892252 Microcoleaceae -ENVO:03501233 warehouse -ENVO:06105273 fine sand -ENVO:00000029 watercourse -CHEBI:35107 azane -NCBITaxon:7711 Chordata -ENVO:01000305 high temperature environment -UBERON:0007109 meconium -CHEBI:33627 monoatomic aluminium -CHEBI:33259 elemental molecular entity -FOODON:03315904 sausage (whole) -CHEBI:38975 methylbenzene -ENVO:00002057 raw primary sludge -ENVO:01000770 carbon dioxide emission -ENVO:00000453 liman -CHEBI:16900 chlorophyllide a -ENVO:01000226 subtropical moist broadleaf forest biome -ENVO:00000421 wave-cut platform -CHEBI:17326 nucleoside 5'-triphoshate -ENVO:01001138 carbon dioxide ice -ENVO:01001204 alluvial deposit -PO:0025385 cutin -ENVO:00000489 palsa -UBERON:0000172 vomit -ENVO:00000279 saline pan -NCBITaxon:1437197 Petrosaviidae -ENVO:00002112 gold mine drainage -ENVO:01000797 gaseous environmental material -ENVO:02000031 breast milk material -FOODON:03310387 oil -NCBITaxon:32523 Tetrapoda -ENVO:01000449 wet meadow ecosystem -ENVO:00002158 ditch water -ENVO:00002232 andosol -FOODON:03301467 bean substance -ENVO:03000005 erosionally enriched glacial ice -ENVO:03400005 ice pellet -FOODON:00001611 apple food product -ENVO:00000532 intermittent saline evaporation pond -ENVO:01000565 lantern -ENVO:01000516 toilet fixture -ENVO:00000130 rocky reef -ENVO:00000350 somma volcano -CHEBI:27295 violaxanthin -ENVO:00000076 mine -ENVO:03605001 epilithon -CHEBI:24840 inorganic sulfate salt -CHEBI:82661 diatomaceous earth -ENVO:00000247 volcano -FOODON:00001029 gouda cheese food product -ENVO:01000147 marine coral reef fore reef -CHEBI:33676 d-block molecular entity -FOODON:00002364 wine or wine-like food product -ENVO:01000165 trophosome -CHEBI:50795 nanostructure -ENVO:01001743 plume -ENVO:01001799 tropical dry broadleaf forest -UBERON:0005656 lens vesicle epithelium -ENVO:01000464 non-hydraulic cement -CHEBI:35604 carbon oxoanion -ENVO:01000050 marine subtidal rocky reef biome -ENVO:00003082 enriched soil -ENVO:00000266 pasture -ENVO:1000751 barrier island -FOODON:00001696 cattle cured meat food product -ENVO:00002147 coal mine lake sediment -ENVO:00002141 leachate -ENVO:00000234 bayou -ENVO:00000367 IUCN national park -CHEBI:33719 alpha-amino-acid cation -ENVO:03600070 river plume -UBERON:0003084 heart primordium -ENVO:00002139 pebble -ENVO:01001384 area of attached faunal communities -ENVO:00000521 rockfall -ENVO:00000357 lock -ENVO:03000046 frazil ice -ENVO:03600007 formation fluid -ENVO:01001568 frost heave -ENVO:01000926 knackery -ENVO:03600053 yard -CHEBI:50996 tertiary amino compound -ENVO:01000765 informal settlement -ENVO:01000521 batholith -FOODON:00001016 cabbage food product -ENVO:00002154 radioactive sediment -ENVO:00000318 high tide zone -ENVO:03605006 stream water -UBERON:0015474 axilla skin -CHEBI:36907 neon molecular entity -FOODON:00001100 orange fruit beverage -FOODON:00002275 steeped beverage product -UBERON:0000173 amniotic fluid -UBERON:0006558 lymphatic part of lymphoid system -ENVO:01000027 marine abyssal zone biome -CHEBI:33670 heteromonocyclic compound -CHEBI:28798 rubber particle -UBERON:0003080 anterior neural tube -ENVO:01000216 montane shrubland biome -ENVO:01000020 estuarine biome -UBERON:0013765 digestive system element -ENVO:03605009 freshwater stream ecosystem -UBERON:0001630 muscle organ -FOODON:00001013 cheese food product -ENVO:01000746 area of perennial ice or snow -ENVO:01000408 environmental zone -ENVO:01000146 marine coral reef crest -ENVO:00002255 solonetz -NCBITaxon:33340 Neoptera -ENVO:00010625 zoological garden -ENVO:00000155 cirque -ENVO:03501202 polling station -PO:0009008 plant organ -ENVO:00002249 phaeozem +ENVO:00000539 geographic sill +ENVO:03501235 leisure centre +ENVO:00012408 aquifer +FOODON:03400356 European Union agency food product type +NCBITaxon:9526 Catarrhini +ENVO:01000272 mudstone +CHEBI:33575 carboxylic acid +ENVO:00002200 sea ice +FOODON:00001099 apple beverage +ENVO:03501171 pharmacy unit facility +ENVO:01001187 holothurian digestive tract +ENVO:00000409 whirlpool +UBERON:0037144 wall of heart +CHEBI:36934 nitrogen-15 atom +ENVO:00005758 alluvial swamp soil +ENVO:01001073 lake with an anoxic hypolimnion +ENVO:03500020 non-lead solder +NCBITaxon:4434 Bataceae +UBERON:0004464 musculature of thorax +CHEBI:33679 helium molecular entity +ENVO:01001269 area of developed space +CHEBI:22918 branched-chain amino acid +FOODON:00001234 mayonnaise food product +ENVO:01000219 anthropogenic terrestrial biome +CHEBI:25585 nonmetal atom +FOODON:03400147 milk or milk product analog (us cfr) +ENVO:01001462 UNEP-WCMC class 2 mountain +CHEBI:35406 oxoanion +ENVO:01000034 oceanic sea surface microlayer biome +ENVO:01001104 rift zone +ENVO:01000510 sheet-iron building roof +ENVO:01000825 eaves +ENVO:00000411 ford +ENVO:01000214 tropical shrubland biome +ENVO:01001703 polar environment +ENVO:01001016 glory +UBERON:0034995 jaw mesenchyme +UBERON:0011892 anterior uvea +UBERON:0014903 primordial vasculature +ENVO:00000552 talik +ENVO:01001707 warm front +ENVO:03501158 micobiology unit facility +ENVO:03500005 anthropogenic litter +ENVO:01001421 cirrus uncinus cloud +UBERON:0002285 telencephalic ventricle +NCBITaxon:4710 Arecaceae +ENVO:01001671 open cage mariculture facility +ENVO:01000561 paraffin lamp +ENVO:03501301 baseboard +CHEBI:39418 straight-chain saturated fatty acid ENVO:00000168 blowhole -ENVO:00005751 jungle soil -ENVO:00000237 hydromorphic/phreatic dambo -CHEBI:26519 radical -ENVO:00002195 pyritic acid mine drainage -ENVO:03605007 freshwater stream -ENVO:00002213 anaerobic sludge blanket reactor -CHEBI:47622 acetate ester -NCBITaxon:40674 Mammalia -FOODON:00001613 apple vinegar food product -ENVO:00000494 insequent stream -UBERON:0004088 orbital region -ENVO:01000988 ethnic food shop -CHEBI:15611 sarcosine +ENVO:01001324 estuarine tidal riverine coastal pycnocline +ENVO:00003864 bakery +ENVO:01000597 pressure lamp +ENVO:00010442 midden +CHEBI:16261 chitosan +NCBITaxon:465832 Calyptra +ENVO:01000103 western boundary current +CHEBI:24834 inorganic anion +CHEBI:59999 chemical substance +ENVO:00000123 political entity +NCBITaxon:51952 Elaeis +ENVO:00002985 oil +ENVO:01000635 planetary landmass +ENVO:01000450 salt glacier +ENVO:00002139 pebble +ENVO:01000182 temperate desert biome +ENVO:01000843 area of evergreen forest +ENVO:00002179 intertidal sediment +CHEBI:33608 hydrogen molecular entity +CHEBI:26178 polyester macromolecule +CHEBI:33433 monoatomic halogen +ENVO:01001453 terrestrial mountain +ENVO:03501197 institutional building +ENVO:00000180 mound +ENVO:00000299 ice field +ENVO:00000331 stalactite +ENVO:01000149 marine coral reef deep fore reef +CHEBI:24913 isoprenoid +ENVO:01000212 temperate mixed forest biome +ENVO:01001191 water surface +CHEBI:27547 zeaxanthin +ENVO:01001457 cloud forest +ENVO:00000265 guyot +CHEBI:21638 N-acylglucosamine +CHEBI:21760 N-methyl-amino acid +ENVO:00002185 oil reservoir +CHEBI:33266 diatomic nitrogen +CHEBI:36875 radical ion +ENVO:00005740 paddy field soil +ENVO:01000161 marine sponge reef +FOODON:00001242 spice or herb +ENVO:01000802 planetary moon +PO:0025127 primordium +ENVO:03600071 cyanobacterial bloom +CHEBI:53310 copolymer macromolecule +CHEBI:33677 f-block molecular entity +ENVO:02000110 open-pit mine +ENVO:01000949 lichen woodland +CHEBI:35405 transition element oxoanion +FOODON:00001169 cruciferous food product +NCBITaxon:301957 Modiolinae +ENVO:01000248 dense settlement biome +ENVO:02000107 grain dust +ENVO:01001535 floeberg +ENVO:01000564 mantle lamp +ENVO:03510040 stain +ENVO:00005788 rubber plantation soil +ENVO:03605005 epixylon CHEBI:16482 naphthalene -ENVO:00002250 plinthosol -ENVO:01000618 lotic water body -ENVO:01001665 soil cryoturbate -CHEBI:24837 inorganic peroxide -ENVO:03501354 steel -ENVO:01001309 liquid air-water interface layer -ENVO:00000307 icefall -ENVO:03501237 game reserve -ENVO:01000627 feedlot -ENVO:00002012 hypersaline water -ENVO:00002254 vertisol -ENVO:01000274 slate -UBERON:0009503 mesenchyme of hindgut -CHEBI:33369 cerium -UBERON:0004471 musculature of pectoral girdle -ENVO:01000192 tropical grassland biome -CHEBI:36364 alkaline earth salt -ENVO:01000242 desert scrubland -ENVO:00000417 machair -ENVO:00003032 fresh animal manure -ENVO:00002244 gleysol -UBERON:0001798 vitreous body -NCBITaxon:376913 Haplorrhini -ENVO:01000244 pinyon juniper woodland -CHEBI:39418 straight-chain saturated fatty acid -ENVO:01000443 salt mass -ENVO:03501151 haematology unit facility -ENVO:01001153 circumbinary planet -CHEBI:27563 arsenic atom -NCBITaxon:2821351 Conifers II -CHEBI:33251 monoatomic hydrogen -ENVO:03501257 barn -ENVO:03600031 earth-filled dam -NCBITaxon:197563 Mandibulata -CHEBI:26935 tetraterpenoid -CHEBI:33749 platinum molecular entity -ENVO:01001017 halo -UBERON:0003056 pre-chordal neural plate -ENVO:03520007 snow crystal -CHEBI:51082 nitrate salt -CHEBI:33358 cobalt group element atom -ENVO:01001263 area designated for human defecation -FOODON:00001129 goat milk cheese food product -UBERON:0013522 subdivision of tube -ENVO:01001686 mass of environmental material -CHEBI:51132 nitroarene -FOODON:00001077 salt pork meat food product -ENVO:01001871 pit -CHEBI:72695 organic molecule -ENVO:01000405 respirable suspended particulate matter -ENVO:03600060 touchscreen -UBERON:0034929 external soft tissue zone -ENVO:01000545 ionosphere -ENVO:01000119 silty sediment -ENVO:01001131 hot Jupiter +ENVO:01000748 continental crust +ENVO:01000088 mid-shelf fronts +CHEBI:46923 dioxane +ENVO:01000466 boundary wall +UBERON:0011216 organ system subdivision +ENVO:06105239 exchangeable calcium +ENVO:01001644 material primarily composed of biogenic carbonates +ENVO:01000303 endolithic environment +CHEBI:27363 zinc atom +UBERON:0004226 gastrointestinal system smooth muscle +ENVO:01001487 waterspout +ENVO:01000531 covered latrine +ENVO:01001805 temperate forest +CHEBI:17997 dinitrogen +ENVO:01000040 oceanic benthopelagic zone biome +ENVO:2000038 coal power plant +CHEBI:33561 d-block element atom +ENVO:01001275 solid layer +ENVO:01001270 rural stormwater +ENVO:01000145 marine coral reef back reef +ENVO:03510005 motor oil ENVO:00000295 fish hatchery -ENVO:01000118 sandy sediment -ENVO:00000178 levee -FOODON:00002038 millet food product -UBERON:0002097 skin of body -UBERON:0011823 dense connective tissue -ENVO:01001609 cryospheric layer -ENVO:01000330 cypress strand swamp -NCBITaxon:117558 Bathymodiolinae -ENVO:00000117 plantation -ENVO:00002207 self-heating coal mine waste material -ENVO:03000145 snow-covered land -FOODON:00001278 cake food product -ENVO:00002125 anaerobic dechlorinating bioreactor -ENVO:00000531 ice cap depression -ENVO:00003040 animal house -ENVO:00000562 park +NCBITaxon:6544 Bivalvia +CHEBI:51688 enal +PO:0025034 leaf +ENVO:01000076 marine chemocline +ENVO:03501178 rheumatology unit facility +ENVO:01001714 occluded front +CHEBI:30356 isobutyl group +ENVO:00003095 quinate enriched soil +ENVO:00002181 neutral hot spring +ENVO:03501356 conveyor system +ENVO:01000041 neritic sea surface microlayer biome +ENVO:00000351 volcanic arc +ENVO:00000469 research facility +UBERON:0000484 simple cuboidal epithelium +CHEBI:33247 organic group +ENVO:01000911 automated teller machine +CHEBI:33484 chalcogen oxoacid +ENVO:01001043 hypersaline water environment +ENVO:01001706 cold front +ENVO:00000189 peat swamp +CHEBI:137980 metalloid atom +CHEBI:50094 sulfur coordination entity +FOODON:00001129 goat milk cheese food product +FOODON:03316271 sugar product +ENVO:01001461 UNEP-WCMC class 1 mountain +ENVO:01001463 UNEP-WCMC class 3 mountain +ENVO:01001064 hypoxic water +NCBITaxon:71000 Pfiesteria +ENVO:06105006 piece of plastic foam UBERON:0001913 milk -ENVO:00003870 rice straw -ENVO:00000893 xeric basin biome -FOODON:00002146 plant product dressing -ENVO:01001321 brackish water body -NCBITaxon:7742 Vertebrata -CHEBI:41609 carbonate -ENVO:03605000 periphytic biofilm -CHEBI:35171 elemental vanadium -ENVO:01000652 river channel -ENVO:03000139 ice fog -ENVO:01001173 sacred site -CHEBI:18154 polysaccharide -ENVO:1000746 marine mucilage -UBERON:0004716 conceptus -ENVO:01001689 mass of gas -FOODON:00002663 pork food product -UBERON:0010314 structure with developmental contribution from neural crest -CHEBI:33645 acyclic olefin -ENVO:01001225 IUCN protected area with sustainable use of natural resources -ENVO:00010621 medical instrument -ENVO:01001427 altocumulus castellanus cloud -ENVO:01000547 glaze ice layer -CHEBI:37022 amino-acid anion -ENVO:01001047 non-saline planetary subsurface environment -ENVO:01001846 depth hoar -ENVO:06105275 silty loam -FOODON:03305536 honey blend table syrup -FOODON:00001096 fermented elaeis palm beverage -CHEBI:36927 carbon-14 atom -ENVO:00000015 ocean -OBI:0000047 processed material -ENVO:00005794 water scum -ENVO:00000409 whirlpool -ENVO:00000429 arete -UBERON:0011676 subdivision of organism along main body axis -CHEBI:32627 leucinate -ENVO:00000537 boulder field -CHEBI:35426 ortho-fused bicyclic arene -UBERON:0002424 oral epithelium -ENVO:01000249 urban biome -ENVO:01000189 temperate savanna biome -CHEBI:25806 oxygen molecular entity -ENVO:00000281 fault escarpment -ENVO:01000191 subtropical grassland biome -ENVO:01000927 day care building +ENVO:01000577 radio device +ENVO:01000966 private swimming pool +ENVO:01000411 infralittoral zone +ENVO:01000460 asphalt +FOODON:00001217 mammalian milk beverage +NCBITaxon:1198 Phormidium +ENVO:00000338 vomit material +ENVO:01000618 lotic water body +ENVO:00000005 first-order administrative region +CHEBI:36914 inorganic ion +NCBITaxon:9605 Homo +ENVO:01000319 rocky slope +ENVO:03501363 conveyor belt component +ENVO:00002123 bioreactor +UBERON:0010225 thalamic complex +FOODON:00001156 citrus fruit juice +CHEBI:36360 phosphorus oxoacids and derivatives +CHEBI:22927 bromine atom +ENVO:2100003 skin environment +ENVO:01001397 ultisol +ENVO:03501147 general surgery unit facility +CHEBI:33296 alkali metal molecular entity +CHEBI:63734 ketone hydrate +ENVO:00000172 sandy desert +CHEBI:38295 azabicycloalkane +ENVO:00002223 oligotrophic water +FOODON:00001800 dairy dessert food product +UBERON:0011863 bone collagen fibril +FOODON:00001260 beer beverage +ENVO:01000642 outer planetary core +ENVO:01001178 pasturable land +ENVO:00002121 alkaline salt lake +CHEBI:33743 manganese group molecular entity +CHEBI:30218 helium-3 atom +CHEBI:37577 heteroatomic molecular entity +CHEBI:131927 dicarboxylic acids and O-substituted derivatives +ENVO:00002264 waste material +UBERON:0001474 bone element +ENVO:01001109 Karman vortex street +ENVO:01000023 marine pelagic biome +ENVO:02000128 fly ash +ENVO:01000447 roadside +ENVO:01000954 alpine tree line ecotone +FOODON:00001058 fruit extract food product +ENVO:01001464 UNEP-WCMC class 4 mountain +ENVO:01001788 marine ecosystem +FOODON:00001163 solanaceous fruit food product +ENVO:01001890 chalybeate spring +ENVO:01000864 mouth of liquid discharge conduit +UBERON:0010360 pharyngeal arch mesenchyme from head mesenchyme +ENVO:01000890 area of moss-dominated vegetation +CHEBI:36928 carbon-13 atom +ENVO:01001710 intertropical front +ENVO:00000232 fen +ENVO:01001483 surface of an astronomical body +ENVO:00002244 gleysol +NCBITaxon:190524 Laguncularia racemosa +CHEBI:17632 nitrate +ENVO:01000584 table +ENVO:01000948 polar tree-line ecotone +ENVO:00000306 spit +CHEBI:30563 silicon dioxide +CHEBI:17883 hydrogen chloride +FOODON:00002012 lupine bean food product +ENVO:00000127 badland +ENVO:03501300 manure +ENVO:06105016 foamed plastic +CHEBI:35701 ester +ENVO:01001113 forage material UBERON:0011272 embryonic skin basal layer -ENVO:03000000 neve -ENVO:01000246 village biome -UBERON:0009479 ectoderm of buccopharyngeal membrane -ENVO:00005756 lawn soil -ENVO:03510000 wood dust -FOODON:03316694 vegetable fat food product -ENVO:01001305 vegetated area -UBERON:0015212 lateral structure +CHEBI:48123 silicate ion +PO:0009008 plant organ +ENVO:01001121 plant matter +CHEBI:37143 organofluorine compound +ENVO:03600012 oil pipeline network +ENVO:00000148 riffle +ENVO:03501182 clinic +ENVO:03501334 child care facility +ENVO:00000230 coastal wetland ecosystem +FOODON:00001613 apple vinegar food product +ENVO:00000286 polder +UBERON:0000467 anatomical system +ENVO:01001370 tundra ecosystem +UBERON:0005911 endo-epithelium +ENVO:00000380 ice shelf +ENVO:01001321 brackish water body +UBERON:0001801 anterior segment of eyeball +ENVO:01001673 fluid surface layer +ENVO:01000953 tree line ecotone +UBERON:0003496 head blood vessel +CHEBI:16199 urea +ENVO:00000061 underground water body +ENVO:03501366 screw conveyor +ENVO:01001188 holothurian digestive tract contents +UBERON:0000021 cutaneous appendage +UBERON:0007914 bone of craniocervical region +ENVO:03600022 vinasse +UBERON:0006314 bodily fluid +CHEBI:36830 monoanion +CHEBI:78840 olefinic compound +UBERON:0011814 non-neurogenic ectodermal placode +ENVO:01000888 area of gramanoid or herbaceous vegetation +CHEBI:27024 toluenes NCBITaxon:1158 Oscillatoria -ENVO:01001136 ocean planet -ENVO:00000539 geographic sill -ENVO:00003861 industrial building -ENVO:01000493 stone building floor -FOODON:00002115 pigeon pea vegetable food product -ENVO:01000410 marine eulittoral zone -ENVO:01000389 temperate mixed broadleaf forest -ENVO:00000261 savanna -ENVO:01001537 sea ice hummock -NCBITaxon:1117 Cyanobacteria -CHEBI:38263 2-amino-3-hydroxybutanoic acid -ENVO:00000328 vadose zone -ENVO:00000073 building -CHEBI:16526 carbon dioxide -UBERON:0009663 telencephalic nucleus -ENVO:00000198 ice-covered lake -ENVO:00005799 rocky sand -ENVO:01000777 nurdle -ENVO:01001581 sea surface layer -UBERON:0000323 late embryo -ENVO:01001101 transform plate boundary -ENVO:01000771 all season road -FOODON:00001181 food (cooked) -ENVO:01000525 rock intrusion -ENVO:03510022 resin (gum) varnish -UBERON:0005291 embryonic tissue -ENVO:01001337 riverine anchor ice -ENVO:01001329 estuarine tidal riverine open water lower water column -ENVO:00005790 red soil -ENVO:00002874 air conditioning unit -ENVO:00002237 chernozem -ENVO:01000800 planet -ENVO:00000290 graben -ENVO:03000144 planetary cryosphere -PCO:0000051 multi-species collection of microbes -NCBITaxon:1955150 Acrididea -ENVO:02000106 asbestos dust -UBERON:0004456 entire sense organ system -ENVO:03600051 train car -CHEBI:35716 C-nitro compound -FOODON:00001090 sour milk beverage -UBERON:0005057 immune organ -CHEBI:33745 copper group molecular entity -ENVO:03501116 rapid transit system -ENVO:01001237 humic kerogen -ENVO:01000037 oceanic bathypelagic zone biome -ENVO:01001459 high-elevation mountain -CHEBI:155908 copper tetrapyrrole -ENVO:03000120 subglacial lake -ENVO:03501136 clinical patient assessment facility -ENVO:02000135 fast neutron reactor -ENVO:01001456 tropical mountain -ENVO:00000287 butte -CHEBI:35352 organonitrogen compound -ENVO:03501115 public subway train -ENVO:03501369 seam surface -NCBITaxon:6072 Eumetazoa -ENVO:01000100 along-front current -ENVO:03000075 shuga -ENVO:01001030 environment determined by a metazoan secretion -ENVO:03000074 grease ice layer -ENVO:00002008 dust -ENVO:01001823 bubble plume -ENVO:03501293 tote bag -ENVO:00000566 winter sports facility -ENVO:01001668 atmospheric frontal zone -FOODON:00001757 common bean food product -ENVO:00000393 sound -ENVO:00000147 ocean current -NCBITaxon:695564 Erebidae -ENVO:03600081 cloud water -ENVO:00000054 saline marsh -CHEBI:46678 amosite asbestos -ENVO:00000190 abyssal feature -ENVO:00000422 limestone pavement -ENVO:00000512 pond bed -FOODON:00001260 beer beverage -NCBITaxon:71240 eudicotyledons -CHEBI:33658 arene -UBERON:0004086 brain ventricle -ENVO:01001561 gel -FOODON:00001192 quinoa food product -NCBITaxon:624272 Avicennioideae -ENVO:03600041 marine lake -ENVO:03501314 food production environmental monitoring zone 1 -ENVO:01001354 volcanic crater glacier -NCBITaxon:33213 Bilateria -ENVO:03501353 eating utensil -ENVO:00000370 tuya -ENVO:00002170 compost -ENVO:01001353 environmental zone of processual equilibrium -ENVO:01000022 marine salt marsh biome -ENVO:03501287 livestock house -ENVO:03501332 occupational environment -ENVO:02000037 sebum material -CHEBI:25710 organophosphorus compound -ENVO:1000750 depositional island -ENVO:01000400 tropical thorn forest -FOODON:00002762 bean (cooked) -ENVO:01000069 mesoscale marine eddy -ENVO:02000038 pus material -CHEBI:33303 chalcogen -ENVO:00000441 terracette -CHEBI:36928 carbon-13 atom -ENVO:01000751 bedrock -FOODON:00001199 chickpea food product -UBERON:0003528 brain gray matter -CHEBI:51084 inorganic nitrate salt -ENVO:01000426 room -CHEBI:46718 sulfide salt -ENVO:00005739 sea foam -ENVO:01001837 subalpine biome -ENVO:01001703 polar environment -FOODON:00001233 nut oil food product -UBERON:0002384 connective tissue -NCBITaxon:32525 Theria -ENVO:01000578 cassette player +ENVO:03600032 embankment dam +ENVO:00000293 continental divide +FOODON:00001061 bacon food product +ENVO:03501166 ophthalmology unit facility +FOODON:03412344 devils tongue plant +ENVO:03501276 oast house +ENVO:02000145 subterranean lake +UBERON:0011822 dense irregular connective tissue +CHEBI:32628 leucinium CHEBI:53387 poly(hydroxyalkanoate) -FOODON:00001121 equine milk beverage -ENVO:00000258 alluvial plain -ENVO:00000419 stack -ENVO:00002242 lixisol -CHEBI:49990 monoatomic argon -ENVO:00000340 particle of sand -ENVO:00000014 canal -ENVO:03501248 overpass -ENVO:01001517 drift ice mass -ENVO:01001156 refractory astrogeological material -ENVO:2000008 lignite -ENVO:01000034 oceanic sea surface microlayer biome -ENVO:03501235 leisure centre -FOODON:00002753 bean (whole) -ENVO:01000767 illegal settlement -CHEBI:18276 dihydrogen -ENVO:00002245 gypsisol -UBERON:0002193 hemolymphoid system -ENVO:03510055 rubber cement -FOODON:00001194 dry pea food product -ENVO:00000012 hydrographic feature -CHEBI:143004 ultra-long-chain fatty acid -ENVO:01001383 area of attached Modiolus assemblages -ENVO:01001028 sediment permeated by freshwater -ENVO:01000620 mesocosm -ENVO:00000457 plateau glacier -UBERON:0001418 skin of thorax -CHEBI:33316 helium(2+) -ENVO:03501179 urology unit facility -ENVO:00003093 poly-beta-hydroxybutyrate enriched soil -ENVO:03000050 atmosphere-exposed melt pond -ENVO:2000042 ocean thermal power station -ENVO:03600062 fountain -ENVO:01000338 litter layer -ENVO:01000645 solid planetary core -CHEBI:29919 hydrosulfide -CHEBI:13392 NAD(P)H -ENVO:06105269 desalinated water -ENVO:00000560 nuclear weapons test site -ENVO:01000461 refined asphalt -FOODON:00002158 food (preserved) -ENVO:00002203 inorganically enriched sediment +ENVO:01000636 liquid planetary surface +ENVO:01001718 secondary cold front +ENVO:00005778 tropical soil +ENVO:00002149 sea water ENVO:01000632 chonolith -ENVO:01000513 asbestos building roof -ENVO:01001480 domestic building -ENVO:03510030 vitreous enamel -CHEBI:16336 hyaluronic acid -ENVO:01001820 cultured organic material -NCBITaxon:198592 Umezakia -ENVO:01000819 hydrosphere -ENVO:03000108 slab snow -ENVO:01001351 ice decumulation zone -ENVO:03501162 neurology unit facility -FOODON:00001891 fruit salad food product -UBERON:0011363 cranial lymph vasculature -ENVO:00000302 rift valley -ENVO:01000815 liquid environmental material -PO:0025606 native plant cell -UBERON:0000483 epithelium -ENVO:03510011 leather dye -ENVO:01000297 freshwater river -CHEBI:36961 chalcocarbonic acid -UBERON:0002297 cerumen -UBERON:0007026 presumptive gut -UBERON:0000965 lens of camera-type eye -ENVO:03500021 gasoline vapor -FOODON:03302001 animal-derived food -ENVO:01001780 desert ecosystem -FOODON:00001207 jack bean (whole, dried) -ENVO:01000169 indeterminate root nodule active meristem -ENVO:00000491 subsequent stream -ENVO:01000171 indeterminate root nodule nitrogen fixation zone -ENVO:00000218 black smoker -ENVO:03501221 bistro -FOODON:00001255 nonfermented plant derived beverage product -ENVO:03600063 tube well -ENVO:01001478 gaseous astronomical body part -ENVO:01000287 polymictic lake -ENVO:01000087 tidal mixing front -ENVO:01001240 woodland canopy -CHEBI:30356 isobutyl group -ENVO:01000687 coast -ENVO:01001129 super-Jupiter -FOODON:00001259 non-fruit wine food product -ENVO:00003982 travertine -UBERON:0004120 mesoderm-derived structure -FOODON:00001178 honey food product -ENVO:03000119 water column exposed melt pond -ENVO:01000712 riverine flood -FOODON:00001230 mustard seed food product -ENVO:01000271 clastic sedimentary rock -ENVO:01000976 pitfall trap -ENVO:03501322 food production high-risk contamination area -CHEBI:37134 elemental barium -ENVO:01001712 free atmosphere -ENVO:00002199 sandy beach -ENVO:01001828 anthropised ecosystem +ENVO:01000851 methane clathrate +ENVO:00002051 stony-iron meteorite +ENVO:00000510 meander neck +UBERON:0011137 axial skeletal system +ENVO:00000513 reservoir bed +ENVO:00000432 monadnock +ENVO:03501274 bunkhouse +ENVO:03501304 cellophane ENVO:03600036 pathogen-suppressive soil -ENVO:03501203 polling booth -ENVO:01000957 double tree line ecotone -ENVO:01001899 reef -UBERON:0002506 iris epithelium -ENVO:01000030 marine hydrothermal vent biome -ENVO:03000088 methane-laden permafrost -UBERON:0001041 foregut -ENVO:00000509 marine terrace -ENVO:01000553 liquefied petroleum gas -ENVO:01000667 geological fracture -UBERON:0001032 sensory system -ENVO:02000091 coal -FOODON:03400643 Codex Alimentarius classification of food and feed commodities -CHEBI:33909 metallotetrapyrrole -CHEBI:45696 hydrogensulfate -ENVO:06105016 foamed plastic -CHEBI:33253 nucleon -UBERON:0006601 presumptive ectoderm -ENVO:01000532 covered pit latrine -CHEBI:33675 p-block molecular entity -ENVO:01000846 water ice crystal -ENVO:01000084 estuarine front -ENVO:01000005 upwelling -CHEBI:36339 baryon -ENVO:01001037 slightly saline water -CHEBI:133331 metal oxide -ENVO:03000004 glacial ice -ENVO:03000038 cryoconite deposit -PO:0025497 collective plant structure -CHEBI:38702 inorganic sodium salt -ENVO:00000444 woodland clearing -ENVO:00000291 drainage basin -CHEBI:16261 chitosan -CHEBI:167559 glycan -UBERON:0001796 aqueous humor of eyeball -FOODON:00001859 flaxseed food product -ENVO:03501310 switch -ENVO:01001417 silvagenitus cloud -FOODON:00001060 awamori food product -FOODON:00001231 creamy salad dressing -FOODON:03400361 agency food product type -ENVO:01001894 alkaline spring -ENVO:01000680 polluted lake -CHEBI:35186 terpene -FOODON:00001005 fermenting elaeis palm sap food product -FOODON:00002780 pigeon pea food product -ENVO:00005773 pasture soil -UBERON:0001421 pectoral girdle region -ENVO:01001336 marine tidal flow -ENVO:01000842 smog -ENVO:01001379 mussel bed -CHEBI:58941 cyclic tetrapyrrole anion -ENVO:01000441 andesite -ENVO:03501357 manufacturing equipment -FOODON:03400187 natural cheese (us cfr) -ENVO:00000257 flood fringe -ENVO:01001306 bone element environment -ENVO:01000134 hydrothermal fluid -ENVO:06105005 thermoset polymer -CHEBI:33405 hydracid -NCBITaxon:4435 Batis -ENVO:01000731 igneous extrusion -ENVO:01001009 photometeor -UBERON:0003071 eye primordium -ENVO:01001111 fossil worm burrow -ENVO:01000536 factory -ENVO:04000011 bare soil surface layer -ENVO:01001814 organic object -FOODON:00002175 prepared hen egg product -ENVO:00000088 sea cliff -FOODON:00001280 chocolate food product -ENVO:00002181 neutral hot spring -ENVO:01000231 lava +ENVO:01001371 alpine tundra ecosystem +ENVO:01000135 nitrate-reducing sediment +ENVO:01001390 Bathymodiolus-dominated oceanic mussel bed +ENVO:00000468 hydroelectric dam +ENVO:03501180 patient room +ENVO:01000580 telephone +ENVO:01001491 flattened elevation +CHEBI:24586 hexosamine +CHEBI:33687 diatomic helium +ENVO:03501352 animal rescue shelter +CHEBI:33458 nitrogen oxoanion +ENVO:03000144 planetary cryosphere +ENVO:01000816 area of deciduous forest +UBERON:0000307 blastula +CHEBI:53550 poly(propylene) +FOODON:03315302 cocoa food product +ENVO:01000589 bench +ENVO:01000153 sulphate-reducing sediment +UBERON:0001049 neural tube +ENVO:03000039 cryoconite hole +ENVO:02000027 blood plasma material +ENVO:00002058 secondary sludge +ENVO:01003020 fiat part of an astronomical object +ENVO:03600061 shipwreck +ENVO:01000173 anoxic water +UBERON:0002091 appendicular skeleton +CHEBI:33662 annulene +ENVO:01000484 container glass +ENVO:00000361 site of special scientific interest ENVO:01000392 tropical upper montane forest -CHEBI:23043 epoxycarotenoid -NCBITaxon:7496 Pterygota -ENVO:00002055 sandstone -ENVO:01000905 shrimp pond -ENVO:01001308 hydroform -NCBITaxon:6993 Orthoptera -ENVO:00005782 ornithogenic soil -NCBITaxon:7001 Caelifera -ENVO:01000663 pumice +ENVO:01001131 hot Jupiter +NCBITaxon:40255 Modiolus +ENVO:01000490 sandy building floor +ENVO:04000012 particulate organic matter +ENVO:01000606 cart +ENVO:00000339 piece of rock +ENVO:00000259 lacustrine plain +ENVO:03501289 wrench +CHEBI:52625 inorganic hydroxy compound +ENVO:00000553 multipurpose dam +CHEBI:58954 straight-chain saturated fatty acid anion +UBERON:0004864 vasculature of retina +ENVO:01000119 silty sediment +CHEBI:26836 sulfuric acid +ENVO:01000094 subtropical convergence front +UBERON:3010200 vasculature of respiratory integument +ENVO:00000056 fishpond +PO:0025025 root system +ENVO:01001840 safe environment +UBERON:0005157 epithelial fold +ENVO:00000428 biome +CHEBI:23116 chlorine atom +ENVO:01000596 clock ENVO:01000359 limestone cave -ENVO:01000109 marine warm-water sphere -ENVO:01001182 tended pasturable land -ENVO:01000465 building wall -FOODON:03420152 carbohydrate extract, concentrate, or isolate -ENVO:01000468 fence +CHEBI:46670 serpentine mineral +ENVO:00000248 glacial valley +UBERON:0004473 musculature of face +CHEBI:35341 steroid +CHEBI:8108 pheophytin +ENVO:03501101 outdoor environment +PO:0009005 root +ENVO:06105201 water table +UBERON:0000178 blood ENVO:01000059 sea grass bed -ENVO:03501194 long-term care facility -ENVO:01000358 acidic water -ENVO:01000229 mediterranean savanna biome -CHEBI:26398 purine ribonucleoside triphosphate -FOODON:00002029 melon food product -FOODON:00001025 camembert cheese food product -UBERON:0003831 respiratory system muscle -ENVO:00000129 stream valley -ENVO:01000403 tropical mangrove -FOODON:00002779 jack-bean food product -UBERON:0006238 future brain -CHEBI:5686 heterocyclic compound -ENVO:08000002 mouth environment -FOODON:03400155 fruit butter, jelly, preserve or related product (us cfr) -ENVO:01000088 mid-shelf fronts -ENVO:00000514 crater -ENVO:01000847 hair ice -NCBITaxon:1329799 Archelosauria -PCO:1000004 microbial community -ENVO:03600079 shredder -ENVO:00000324 outflow cave -ENVO:01001776 subsurface zone of an astronomical body -ENVO:01000529 chemical toilet fixture -PO:0025025 root system -PO:0000225 peripheral zone -ENVO:03501209 bedrail -ENVO:01000446 ravine -CHEBI:33848 polycyclic arene -ENVO:00000034 rapids -ENVO:01000303 endolithic environment -ENVO:00000133 glacier -CHEBI:32178 Talc -ENVO:01000888 area of gramanoid or herbaceous vegetation -ENVO:00002058 secondary sludge -ENVO:01000802 planetary moon -ENVO:00002142 borax leachate -NCBITaxon:314146 Euarchontoglires -ENVO:00000418 ria -NCBITaxon:2881377 Pseudanabaenales -ENVO:01000174 forest biome -ENVO:01000215 temperate shrubland biome -ENVO:01000133 hyperthermophilic sediment -FOODON:03303909 cultured dairy product -ENVO:01000511 thatched building roof -ENVO:01000968 water intake -FOODON:00001045 ice cream food product -NCBITaxon:1126 Microcystis aeruginosa -ENVO:01001821 hydrothermally-influenced sediment -ENVO:01000384 tropical lowland evergreen broadleaf rain forest -UBERON:0004288 skeleton -ENVO:02000032 vitreous humor material -ENVO:03501153 surgical intensive care unit facility -ENVO:01000962 diatomite -ENVO:00000078 farm -ENVO:01000268 atmospheric water vapour -CHEBI:33842 aromatic annulene -ENVO:03501191 physiotherapy clinic -ENVO:01000101 warm surface current -ENVO:00000243 freshwater wetland ecosystem -ENVO:01000214 tropical shrubland biome -ENVO:03000065 ice floe -CHEBI:17544 hydrogencarbonate -ENVO:01001698 polar front -UBERON:0004536 lymph vasculature -UBERON:0000490 unilaminar epithelium -FOODON:00001248 fish food product -ENVO:03501196 group home facility -ENVO:02000003 pockmark field -ENVO:01001239 forest canopy -ENVO:00000434 outwash fan -ENVO:01001570 terrestrial ecoregion -UBERON:0009751 cardiac mesenchyme -ENVO:01001125 ice -ENVO:00000567 calanque -ENVO:01001556 pack ice mass -CHEBI:78616 carbohydrates and carbohydrate derivatives -ENVO:01001149 protoplanet -ENVO:01000439 andesitic volcano -ENVO:00002130 hypolimnion -ENVO:01001889 lithia spring -CHEBI:33429 monoatomic monoanion -ENVO:00000385 stream mouth -NCBITaxon:32524 Amniota -FOODON:00002262 soybean condiment -CHEBI:33709 amino acid -FOODON:00002139 plant fat or oil refined food product -ENVO:00010506 emulsion -UBERON:0010083 future dermis -ENVO:01000599 river water -CHEBI:33415 elemental carbon -ENVO:06105007 plastic film -ENVO:00002178 iron-reducing zone of petroleum contaminated sediment -FOODON:00001091 dried milk food product -ENVO:03501207 shopping mall -ENVO:00002210 aerobic sulfide-oxidizing bioreactor -ENVO:01001072 anoxic lake -ENVO:00000096 caldera -UBERON:0005598 trunk somite -CHEBI:33318 main group element atom -ENVO:01000385 temperate deciduous broadleaf forest -ENVO:01001745 quasi-stationary front -ENVO:03501121 building corridor -ENVO:01000517 pit latrine -ENVO:03501184 chiropractic clinic -ENVO:03600085 buoy -ENVO:03501324 latex -FOODON:03430130 food (liquid) +FOODON:00001757 common bean food product +FOODON:00001162 grape extract +CHEBI:46679 gruenerite +ENVO:01000418 human house +ENVO:01000116 pebble sediment +CHEBI:33402 sulfur oxoacid +ENVO:00000186 string mire +CHEBI:37076 ribonucleoside 5'-triphosphate +UBERON:0005856 developing mesenchymal condensation +ENVO:00000139 irrigation ditch +ENVO:01000860 temperate marine upwelling biome +UBERON:0005178 thoracic cavity element +NCBITaxon:44822 Microcystis viridis +ENVO:03501319 food prossessing non-production area +ENVO:01001008 meteor +UBERON:0006569 diencephalic nucleus +ENVO:01001070 impact crater lake +ENVO:01001870 gas well +CHEBI:15996 GTP +NCBITaxon:1175 Aphanizomenon +CHEBI:27798 nitrobenzene +UBERON:0002390 hematopoietic system +NCBITaxon:133551 Eleutherozoa +ENVO:01001141 carbon monoxide ice +ENVO:01000541 thermosphere +ENVO:00002176 contaminated sludge +ENVO:00002184 subsurface landform +ENVO:01000085 plume front +UBERON:0002203 vasculature of eye +UBERON:0005177 trunk region element +CHEBI:84055 pentose phosphate +ENVO:00000368 ephemeral island +ENVO:01000755 aeroform +ENVO:00002120 acidic hot spring +ENVO:00000181 nunatak +ENVO:03500011 violent environment +CHEBI:36562 main-group coordination entity +ENVO:02000044 siliceous ooze +ENVO:00002274 stagnosol +ENVO:01001413 stratus cloud +ENVO:03501266 pump +ENVO:03501216 stainless steel +CHEBI:33248 hydrocarbyl group +CHEBI:33461 phosphorus oxoanion +ENVO:01001119 composted animal manure ENVO:03501123 airport terminal -UBERON:0003075 neural plate -PO:0006016 leaf epidermis -ENVO:01001257 saline shrimp pond water -ENVO:03501368 conveyor roller -FOODON:00001293 shellfish food product -ENVO:00000319 low tide zone -UBERON:0015410 heart plus pericardium -UBERON:0005281 ventricular system of central nervous system -ENVO:01000551 paraffin oil -ENVO:00002042 surface water -CHEBI:17548 alginic acid -CHEBI:35293 fused compound -FOODON:00001019 wort food product -FOODON:00001061 bacon food product -PO:0000003 whole plant -CHEBI:35131 aldose phosphate -CHEBI:51718 alpha,beta-unsaturated aldehyde -ENVO:01000997 environmental system determined by a quality -ENVO:01000168 indeterminate root nodule -ENVO:00005770 beech forest soil -UBERON:0007719 bone of reproductive organ -ENVO:2000045 hydrocarbon-based environmental material -ENVO:02000104 cement dust -ENVO:00002983 fuel oil -CHEBI:16997 propane-1,2-diol -ENVO:01000784 illegal informal settlement -ENVO:02000140 fluid environmental material -FOODON:00001215 cacao food product -ENVO:01000941 planetary subsurface zone -UBERON:0036925 wall of eyeball -CHEBI:49994 monoatomic neon -ENVO:01001385 Bathymodiolus-dominated oceanic mussel reef -CHEBI:58950 very long-chain fatty acid anion -ENVO:00000312 sandur -ENVO:02000042 interstitial fluid material -ENVO:01000194 montane grassland biome +ENVO:00000247 volcano +PO:0025385 cutin +CHEBI:37997 homopolymer macromolecule +ENVO:00000120 oil palm plantation +ENVO:01000653 slum +FOODON:00001232 vinaigrette dressing food product +ENVO:00002230 anthrosol +ENVO:01001782 landmass +ENVO:03600053 yard +ENVO:01001869 fracking liquid +ENVO:03000048 thaw hole +FOODON:03401270 U.S. code of federal regulations, title 21 food product type +ENVO:03605000 periphytic biofilm +ENVO:06105205 compacted soil +UBERON:0007798 vascular system +FOODON:00001291 clam food product +UBERON:0007135 neural keel +ENVO:01000640 planetary mantle +CHEBI:33535 sulfur hydride +CHEBI:37133 barium molecular entity +FOODON:00002786 velvet bean (whole) +ENVO:00000161 banana plantation +UBERON:0000948 heart +ENVO:00000138 cove +ENVO:01000967 public swimming pool +ENVO:03501269 packaging machine +CHEBI:51585 metallophthalocyanine +ENVO:03501307 ceramic +ENVO:00000497 rincon +ENVO:01000494 thatched exterior wall +ENVO:01001089 aerosolised solids +CHEBI:22506 aminoglycan +ENVO:01000407 littoral zone +NCBITaxon:519494 Chortoicetes terminifera +ENVO:01000965 constructed swimming pool +FOODON:00001133 condiment food product +ENVO:00002060 oil sludge +ENVO:03600066 halite +CHEBI:37022 amino-acid anion +FOODON:00001050 tempeh food product +CHEBI:49470 aluminium(3+) +ENVO:01001781 part of a landmass +NCBITaxon:12965 Bathymodiolus +ENVO:03501330 cup +CHEBI:18246 (1->4)-beta-D-glucan +ENVO:03501220 door +ENVO:00000359 natural monument +CHEBI:33641 olefin +CHEBI:72813 exopolysaccharide ENVO:01000495 stone exterior wall -CHEBI:28425 alpha-carotene -FOODON:00001078 fermented soybean food product -CHEBI:16042 halide anion -ENVO:03500001 playground -ENVO:01000710 flood -CHEBI:36909 krypton molecular entity -CHEBI:36338 lepton -ENVO:00000086 plain -ENVO:00003968 air filter -ENVO:01001872 manure pit -ENVO:01000936 dedicated campground -ENVO:06105266 soil layer -CHEBI:22331 alkylamines -CHEBI:35350 hydroxy steroid -CHEBI:24828 indoles -ENVO:01000975 animal trap -ENVO:01001267 stormwater -CHEBI:26708 sodium atom -ENVO:03000137 freezing fog +ENVO:01001176 environment associated with an aquatic invertebrate +ENVO:00000289 horst +UBERON:0011821 irregular connective tissue +ENVO:01001665 soil cryoturbate +NCBITaxon:190523 Laguncularia +ENVO:00005781 heat stressed soil +ENVO:00000130 rocky reef +FOODON:00001051 fermented rice beverage +NCBITaxon:6546 Mytilida +ENVO:01001426 cirrocumulus castellanus cloud +ENVO:00000098 island +CHEBI:27295 violaxanthin +CHEBI:17790 methanol +ENVO:00000185 raised mire +ENVO:01000069 mesoscale marine eddy +ENVO:01000268 atmospheric water vapour +ENVO:01000834 water raindrop +NCBITaxon:1118 Chroococcales ENVO:00003900 rye grass silage -ENVO:00002870 adobe -CHEBI:25527 nicotinamide nucleotide -CHEBI:37175 organic hydride -FOODON:00001083 sugar condiment -ENVO:01000774 oligotrophic lake -ENVO:00002030 aquatic biome -FOODON:00001020 beer wort food product -CHEBI:26714 sodium salt -CHEBI:33703 amino-acid cation -ENVO:00002143 calcite hot spring -ENVO:01001232 sapropelic kerogen -FOODON:00001867 food dressing product -ENVO:01000327 strand swamp -NCBITaxon:33208 Metazoa -CHEBI:37349 phosphorus oxide -ENVO:03510062 aqueous inkjet printer ink -ENVO:01000660 tephra -ENVO:00000079 flume -UBERON:0006311 chamber of eyeball -NCBITaxon:436880 Chortoicetes -ENVO:03501166 ophthalmology unit facility -CHEBI:47885 dinucleotide -ENVO:01000284 amictic lake -ENVO:01001648 suspended colloidal sediment -CHEBI:33372 neodymium atom -ENVO:00002182 nitrobenzene enriched sediment -ENVO:01001186 acidic volcanic ash -UBERON:0003258 endoderm of foregut -ENVO:03501183 medical clinic -ENVO:01001283 aluminium dust -ENVO:01000713 flash flood -ENVO:01001349 material decumulation zone -ENVO:01000436 waterborne particulate matter -ENVO:01000128 dilution basin mediterranean sea biome -CHEBI:35175 sulfate salt -ENVO:03501326 bottle -CHEBI:33664 monocyclic hydrocarbon -ENVO:01000041 neritic sea surface microlayer biome -UBERON:0005162 multi cell part structure -ENVO:02000134 thermal nuclear reactor -ENVO:01001831 temperate biome -ENVO:00003033 mushroom compost -ENVO:00000294 fish farm -FOODON:00001063 millet beer food product -UBERON:0019204 skin epithelium -ENVO:03501227 steakhouse -ENVO:01001407 cirrocumulus cloud -CHEBI:33583 noble gas molecular entity -ENVO:03501142 diagnostic imaging unit facility -UBERON:0001422 facial lymphatic vessel -ENVO:00005802 bulk soil -FOODON:00001282 ground beef food product -ENVO:03501211 door handle -CHEBI:33377 dysprosium atom -UBERON:0001775 ciliary body -CHEBI:33497 transition element molecular entity -FOODON:03401061 50190000 - prepared/preserved foods (gs1 gpc) -ENVO:01000007 organic object formed through microbial activity -CHEBI:155903 copper(II) phthalocyanine -ENVO:01000467 constructed barrier -ENVO:01001558 area of seasonal sea ice -UBERON:0002190 subcutaneous adipose tissue -ENVO:01000835 cloud droplet -UBERON:0003314 eye mesenchyme -CHEBI:44882 peridinin -CHEBI:49987 monoatomic krypton -ENVO:01000650 stream channel -FOODON:00001086 kefir food product -CHEBI:64712 trivalent inorganic cation -UBERON:0008823 neural tube derived brain -ENVO:00010358 fomite -CHEBI:26401 purines -ENVO:01001054 non-saline aerosol environment -ENVO:01001505 alpine tundra biome -CHEBI:26561 ribonucleotide -ENVO:00002127 stream sediment -CHEBI:78840 olefinic compound -ENVO:03000085 thermokarst -FOODON:00001171 cruciferous inflorescence food product -ENVO:00000245 maar -ENVO:00000345 grain of beach sand -CHEBI:50313 onium cation -ENVO:03501199 dry market -CHEBI:46662 mineral -ENVO:03501119 agricultural experimental station -ENVO:03510013 textile dye -ENVO:00000152 anabranch -CHEBI:26167 polar amino acid -CHEBI:25274 methylamines -ENVO:01000447 roadside -ENVO:01000911 automated teller machine -FOODON:03400777 eurofir food classification +ENVO:06105236 exchangeable ion +PO:0006210 protoderm +ENVO:03501195 assisted living facility +ENVO:01001716 warm occluded front +NCBITaxon:1338369 Dipnotetrapodomorpha +UBERON:0000166 oral opening +ENVO:01001018 hypereutrophic water +ENVO:01001378 marine bed +ENVO:03501205 private prison +ENVO:01000638 planetary crust +PO:0009002 plant cell +ENVO:00000292 watershed +ENVO:00000074 dam +NCBITaxon:9347 Eutheria +ENVO:00000484 polynya +CHEBI:32999 europium atom +ENVO:00000170 dune +ENVO:01000579 television set +ENVO:03501246 footbridge +ENVO:03500021 gasoline vapor +ENVO:00002209 saline lake sediment +ENVO:00000034 rapids +CHEBI:36980 pyridine nucleotide +ENVO:03501258 chicken house +FOODON:00002333 vegetable pickle food product +FOODON:03315552 juice beverage +ENVO:02000133 nuclear reactor +UBERON:0000476 acellular anatomical structure +ENVO:01001530 water ice core +FOODON:00002044 mollusc food product +ENVO:01001885 submerged landform +ENVO:01001871 pit ENVO:01000527 flush toilet fixture -ENVO:00000274 continental rise -ENVO:03605008 freshwater stream biome -ENVO:00000269 land-tied island -ENVO:01001221 office building -NCBITaxon:6960 Hexapoda -ENVO:01000300 atmospheric Taylor column -ENVO:00000561 military training area -CHEBI:24373 glycine derivative -NCBITaxon:1198 Phormidium -ENVO:01001059 mock community culture -UBERON:0005985 coronary vessel -ENVO:00002276 animal waste material -ENVO:00000094 volcanic feature -ENVO:01001891 alum spring -ENVO:00000511 blanket bog -ENVO:00000383 stream bed -ENVO:01001455 temperate mountain -ENVO:00000278 dry stream -CHEBI:17883 hydrogen chloride -NCBITaxon:227570 Oedaleus -ENVO:01000817 biosphere -CHEBI:60926 amino monosaccharide -ENVO:00002133 anaerobic mud -ENVO:01001272 constructed pavement -ENVO:01000172 indeterminate root nodule senescent zone -CHEBI:78130 fatty acid anion 28:0 -UBERON:0002100 trunk -ENVO:01001284 barium dust -ENVO:01000945 primary microplastic particle -CHEBI:16908 NADH -ENVO:01000155 organic material -ENVO:01000636 liquid planetary surface -CHEBI:50325 proteinogenic amino-acid side-chain group -ENVO:03501305 pliofilm -ENVO:01000836 water-based cloud droplet -FOODON:00001205 velvet bean (whole, dried) -CHEBI:46684 actinolite asbestos -ENVO:01001484 fire whirl -PCO:0000001 population of organisms -ENVO:01000890 area of moss-dominated vegetation -PO:0025157 phyllome epidermis -ENVO:00003323 tannery -UBERON:0000925 endoderm -UBERON:0004121 ectoderm-derived structure -ENVO:00000505 underground irrigation canal -ENVO:00000132 ice sheet -CHEBI:33362 nickel group element atom -FOODON:03400231 margarine (us cfr) -ENVO:01001423 cirrostratus fibratus cloud -ENVO:01000269 siltstone -ENVO:01000372 household waste material -ENVO:03000027 powdery snow -ENVO:00000127 badland -ENVO:01000664 tuff cone -ENVO:00002177 1,4-dioxane contaminated sludge -ENVO:01000106 permanent marine thermocline -ENVO:00000435 proglacial lake -CHEBI:29067 carboxylic acid anion -NCBITaxon:3954 Combretaceae -FOODON:00001146 solanaceous root food product -UBERON:0004923 organ component layer -ENVO:01001825 active anaerobic enrichment culturing unit -ENVO:00000165 asphalt lake -UBERON:0000489 cavitated compound organ -ENVO:01001029 fecal environment -PO:0009013 portion of meristem tissue -ENVO:00000019 saline lake -ENVO:00000128 dry valley -ENVO:01001680 gaseous front -CHEBI:50559 elemental uranium -ENVO:00003043 sewage plant -UBERON:0011134 nonsynovial joint -ENVO:01001638 frost-susceptible soil -FOODON:00001006 mammalian meat food product -NCBITaxon:6547 Mytilidae -ENVO:00002033 carcass -FOODON:00001032 swiss cheese food product -ENVO:00000551 endorheic basin -ENVO:03501292 tote bin -ENVO:03400012 hail stone -CHEBI:15378 hydron -CHEBI:46677 amphibole asbestos -ENVO:00000123 political entity -ENVO:01001557 water-body-derived ice -FOODON:03400865 soup (eurofir) -ENVO:02000019 bodily fluid material -ENVO:01001653 well-mixed estuary -ENVO:03501102 polytunnel -CHEBI:33839 macromolecule -UBERON:0010427 ciliary processes -ENVO:00000093 lacustrine beach -FOODON:00002813 pea food product -ENVO:01000352 field -UBERON:0002307 choroid plexus of lateral ventricle +ENVO:01001841 volcanic soil +CHEBI:33405 hydracid +ENVO:00000270 beaver pond +ENVO:01001687 mass of solid material +ENVO:00002171 hay compost +UBERON:0000025 tube +ENVO:03501198 wet market +CHEBI:140503 kaolin +ENVO:03000033 marine sediment +ENVO:00000494 insequent stream +ENVO:00000011 garden +ENVO:00000211 marine bathypelagic zone +FOODON:03400155 fruit butter, jelly, preserve or related product (us cfr) +UBERON:0007282 presumptive segmental plate +CHEBI:25805 oxygen atom +PCO:0000002 ecological community +ENVO:01000927 day care building +ENVO:01001405 laboratory environment +ENVO:00002205 unexploded-ordnance dump +NCBITaxon:169705 Cocoseae +ENVO:01000627 feedlot +UBERON:0001017 central nervous system +ENVO:00000243 freshwater wetland ecosystem +ENVO:01000444 dacitic lava +ENVO:00000446 terrestrial biome +ENVO:1000746 marine mucilage +CHEBI:33636 bicyclic compound +ENVO:03600017 slurry +ENVO:01000924 plumbing drain +ENVO:01001561 gel +UBERON:0007010 cleaving embryo +ENVO:00000392 ice tongue +FOODON:00001244 coffee beverage +UBERON:0009569 subdivision of trunk +ENVO:02000030 chyle material +UBERON:0001046 hindgut +CHEBI:36916 cation +CHEBI:78616 carbohydrates and carbohydrate derivatives ENVO:00002153 compost biofilter -ENVO:01001051 environment determined by a biofilm on a non-saline surface -ENVO:01001106 landslide lake -CHEBI:49991 elemental argon -CHEBI:79389 monovalent inorganic anion -ENVO:00003864 bakery -CHEBI:17045 dinitrogen oxide -ENVO:00002261 forest soil -ENVO:01000648 magma -ENVO:01001007 solar rainbow -CHEBI:51580 phthalocyanines -ENVO:01000573 battery-powered electric lamp -ENVO:01000475 brick -FOODON:00001082 bitter cheese food product -ENVO:00002260 dune soil -ENVO:01001256 coastal shrimp pond -ENVO:01000197 broadleaf forest biome +ENVO:01001559 cryopeg +ENVO:01000436 waterborne particulate matter +ENVO:03600064 microbialite +NCBITaxon:32525 Theria +ENVO:01000016 silt +ENVO:01001419 cumulonimbus cloud +CHEBI:28966 chlorophyll +UBERON:0018674 heart vasculature +CHEBI:50996 tertiary amino compound +ENVO:03501353 eating utensil +ENVO:00000308 dune slack +ENVO:01001309 liquid air-water interface 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-UBERON:0014387 mesenchyme derived from neural crest -ENVO:00000430 dirt cone -UBERON:0004221 intestine smooth muscle -ENVO:00003074 manufactured product -ENVO:00003065 distilled water -UBERON:8410024 intestinal junction -ENVO:03501345 temporary residence -NCBITaxon:1164880 Oedaleus senegalensis -ENVO:00000041 tidal creek -ENVO:03501244 Bailey bridge -ENVO:01000681 sodium chloride salt -UBERON:0015329 respiratory system basement membrane -ENVO:00000336 doline karst -UBERON:0004231 anal region smooth muscle -ENVO:03501232 movie theater -ENVO:00000025 reservoir -ENVO:00001998 soil -ENVO:00002003 fecal material -CHEBI:35715 nitro compound -ENVO:00000368 ephemeral island -UBERON:0000467 anatomical system -NCBITaxon:54304 Planktothrix -ENVO:03501338 human nursery -CHEBI:33263 diatomic oxygen -CHEBI:37176 mononuclear parent hydride -CHEBI:35343 17beta-hydroxy steroid -PCO:0000018 single-species collection of organisms -ENVO:01001457 cloud forest -ENVO:03501370 stagnant water -ENVO:00005748 dry soil -ENVO:00000097 desert area -ENVO:01000085 plume front -ENVO:06105110 manufactured plastisphere -ENVO:00000104 undersea feature -CHEBI:27081 transition element atom -ENVO:01000201 subtropical broadleaf forest biome -FOODON:03400803 seafood product (eurofir) -CHEBI:22632 arsenic molecular entity -UBERON:0000078 mixed ectoderm/mesoderm/endoderm-derived structure -FOODON:00001024 pickled cabbage food product -NCBITaxon:2759 Eukaryota -ENVO:01001543 water ice surface layer -ENVO:01001534 tabular iceberg -ENVO:01000970 delicatessen -ENVO:00002159 drilling bore water -ENVO:01000615 motorcycle -CHEBI:22506 aminoglycan -CHEBI:29347 monocarboxylic acid amide -NCBITaxon:1804623 Chenopodiaceae -CHEBI:25107 magnesium atom -ENVO:00000410 kipuka -PO:0025161 portion of plant substance -CHEBI:26284 propane-1,2-diols -ENVO:01000978 wet pitfall trap -ENVO:01000956 desert-alpine tree line ecotone -UBERON:0002050 embryonic structure -ENVO:01000081 pelagic isohaline surface -ENVO:2000002 industrial wastewate treatment plant -ENVO:01000434 sclerophyllous forest -ENVO:00000306 spit -CHEBI:33562 f-block element atom -FOODON:00001098 fermented apple beverage -ENVO:00005792 underground water -CHEBI:35163 cyclic carotene -ENVO:00000403 shield volcano -ENVO:03510004 hydraulic fluid -CHEBI:36059 hydroxy monocarboxylic acid anion -UBERON:0006905 mandibular process mesenchyme -ENVO:01000872 ballast water -CHEBI:33335 scandium group element atom -ENVO:06105107 marine anthropogenic litter -ENVO:00002006 liquid water -CHEBI:30225 positron -ENVO:02000131 flue gas desulfurization material -ENVO:01001000 environmental system determined by an organism -ENVO:00002157 stromatolite mat -UBERON:0004786 gastrointestinal system mucosa -ENVO:00000067 cave -CHEBI:24636 proton -ENVO:01001520 area of sea ice -ENVO:00002051 stony-iron meteorite -FOODON:00001198 broad bean (whole, dried) -CHEBI:24271 glucosamines -ENVO:01000398 temperate freshwater swamp forest -UBERON:0004362 pharyngeal arch 1 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-ENVO:00002013 igneous rock -ENVO:00000374 wildlife management area -CHEBI:35193 tetraterpene -ENVO:00002160 estuarine mud -CHEBI:35406 oxoanion -ENVO:01000912 cloud condensation nucleus -ENVO:01000555 compressed natural gas -ENVO:01001120 animal manure product -ENVO:01001567 protected area -ENVO:03501255 water trough -FOODON:00001294 goat milk cheese (unpasteurized) -ENVO:01000221 temperate woodland biome -CHEBI:80043 Nodularin -CHEBI:51688 enal -ENVO:01001392 mussel gill tissue material -UBERON:0001046 hindgut -ENVO:00010442 midden -ENVO:01001040 saline environment -ENVO:03000066 sea ice floe -ENVO:00000348 grain of rocky sand -ENVO:01001286 slate dust -ENVO:00002274 stagnosol -CHEBI:46665 riebeckite -CHEBI:33315 monoatomic helium -ENVO:01000799 astronomical body -CHEBI:33327 silicon oxide +CHEBI:16716 benzene +FOODON:00001014 yogurt food product +ENVO:00000298 marine iceberg +ENVO:00002872 bagasse +CHEBI:43098 heptane +ENVO:00002182 nitrobenzene enriched sediment +CHEBI:25414 monoatomic monocation +ENVO:03501287 livestock house +ENVO:01000892 area of cropland +FOODON:00001283 poultry food product +ENVO:01000521 batholith +CHEBI:24835 inorganic molecular entity +ENVO:00000545 shingle beach +ENVO:01000974 food kiosk +UBERON:0000055 vessel +ENVO:03501310 switch +ENVO:03400012 hail stone +CHEBI:38251 magnesium tetrapyrrole +CHEBI:13389 NAD +FOODON:00002381 food product by organism +ENVO:01000550 composting toilet +ENVO:03400001 area of alpine tundra +UBERON:0004732 segmental subdivision of nervous system +NCBITaxon:240294 Schizothrix +ENVO:00000276 drumlin +CHEBI:26400 purine ribonucleotide +UBERON:0012112 ingested food +CHEBI:30762 salicylate +ENVO:01000256 mineral material +CHEBI:63471 branched-chain amino-acid anion +CHEBI:33585 lead molecular entity +FOODON:00002778 jack bean (whole) +ENVO:00002048 chondrite +ENVO:00000267 submarine canyon +ENVO:01000032 neritic pelagic zone biome +UBERON:0001015 musculature +CHEBI:79387 trivalent inorganic anion 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Dipnotetrapodomorpha -ENVO:01000000 humus -UBERON:0007914 bone of craniocervical region -ENVO:00000451 amenity lake -PO:0009002 plant cell -ENVO:01000043 neritic mesopelagic zone biome -ENVO:01000669 active geological fault -FOODON:00001288 cantaloupe fruit food product -ENVO:00000322 volcanic cave -UBERON:0009881 anterior lateral plate mesoderm -ENVO:01000110 hydrogenous sediment -ENVO:00000433 kame terrace -CHEBI:53242 vinyl polymer macromolecule -UBERON:0000063 organ subunit -CHEBI:47901 alkanesulfonic acid -CHEBI:33646 alkadiene -FOODON:00001262 botanical fruit food product -CHEBI:33694 biomacromolecule -ENVO:01001177 arable land -UBERON:0002072 hypodermis -ENVO:03501117 transport hub -ENVO:00000145 ice cap -CHEBI:39479 butadiene -FOODON:00001141 wheat food product -CHEBI:24866 salt -ENVO:00009726 strand crack -ENVO:00005740 paddy field soil -ENVO:01000470 building envelope -ENVO:01000946 secondary microplastic particle -CHEBI:35875 imidazopyrimidine -CHEBI:21766 N-methylglycines 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-ENVO:03501218 toilet bowl -CHEBI:33331 yttrium atom +UBERON:0000073 regional part of nervous system +FOODON:03316079 herbal infusion +ENVO:03501122 airport +CHEBI:79389 monovalent inorganic anion FOODON:03307345 sugar (refined) -ENVO:01000776 piece of plastic -ENVO:00000445 transvasement -ENVO:01000440 dacitic volcano -CHEBI:33245 organic fundamental parent -ENVO:01001005 lunar rainbow -CHEBI:50860 organic molecular entity -ENVO:00002869 hay -ENVO:01000112 polymetallic nodule -ENVO:00000545 shingle beach -ENVO:01001352 glacial ice accumulation zone -CHEBI:26836 sulfuric acid +ENVO:03510028 oil paint thinner +ENVO:01000536 factory +CHEBI:36347 nuclear particle +UBERON:0034925 anatomical collection +UBERON:0005744 bone foramen +ENVO:00000053 freshwater marsh +ENVO:01001169 area protected according to IUCN guidelines +UBERON:0009891 facial mesenchyme +FOODON:00001714 food product component +ENVO:01000262 seep +FOODON:03316694 vegetable fat food product +ENVO:00000434 outwash fan 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sisal plantation +ENVO:01000500 brick exterior wall ENVO:01000019 cave floor -ENVO:00000399 ash cone -ENVO:01001236 sulfrous kerogen -ENVO:01001515 freshwater congelation ice -ENVO:01000843 area of evergreen forest -ENVO:01000173 anoxic water -UBERON:0002200 vasculature of head -CHEBI:60031 poly(alkylene) polymer -ENVO:00002238 durisol -CHEBI:36785 carbobicyclic compound -ENVO:03605005 epixylon -UBERON:0001090 synovial fluid -ENVO:01001650 light fraction material -ENVO:03510008 diesel exhaust -FOODON:00001036 pont ieveque cheese food product -UBERON:0001089 sweat -CHEBI:35881 pnictogen hydride -ENVO:00000516 hummock -ENVO:00002982 clay -UBERON:0001003 skin epidermis -FOODON:03400204 candy (us cfr) -ENVO:03501315 food production environmental monitoring zone 2 -PO:0020144 apical meristem -CHEBI:36874 radical cation -ENVO:03501187 massage therapy clinic -CHEBI:36587 organic oxo compound -ENVO:01000407 littoral zone -CHEBI:50312 onium compound -ENVO:02000156 organic dairy farm -ENVO:01000867 solar panel array -ENVO:03501280 mausoleum -NCBITaxon:1446379 Cupressales +ENVO:01000329 cypress dome +ENVO:01000120 clay sediment +ENVO:00000134 permafrost +ENVO:03501202 polling station +ENVO:00002261 forest soil +CHEBI:58454 kynurenate +UBERON:0002481 bone tissue +ENVO:00000549 container of an intermittent water body +CHEBI:46677 amphibole asbestos +ENVO:00002057 raw primary sludge +ENVO:01000229 mediterranean savanna biome +CHEBI:33308 carboxylic ester +CHEBI:25384 monocarboxylic acid +ENVO:03501221 bistro +ENVO:01001556 pack ice mass +CHEBI:33245 organic fundamental parent +UBERON:0003824 nerve of thoracic segment +ENVO:03600008 intensive care unit +ENVO:00000244 abyssal plain +ENVO:03600045 plant pot +ENVO:00000435 proglacial lake ENVO:00005779 vegetable garden soil -ENVO:01000983 technosphere -UBERON:0001970 bile -ENVO:01001513 permafrost congelation ice -FOODON:00001186 buckewheat food product -ENVO:01000427 carbon nanotube enriched soil -ENVO:00000450 irrigation reservoir -ENVO:03501360 equipment leg -UBERON:0007794 secretion of serous gland -CHEBI:30514 caesium atom -NCBITaxon:7776 Gnathostomata -ENVO:01001062 crater lake -ENVO:00002223 oligotrophic water -NCBITaxon:37567 Ditrysia -ENVO:01001071 impact crater -ENVO:01001293 bush area -ENVO:01000550 composting toilet -ENVO:01000199 mediterranean forest biome -ENVO:01000052 marine white smoker biome -ENVO:01000666 area of open water -ENVO:01000393 tropical lower montane forest -ENVO:01000745 area of perennial snow -FOODON:00001008 liver paste -ENVO:00003978 potato silage -CHEBI:51584 metallophthalocyanines -CHEBI:33747 nickel group molecular entity -FOODON:03315552 juice beverage -ENVO:01000179 desert biome -ENVO:01000781 public building -NCBITaxon:89593 Craniata -CHEBI:33628 elemental aluminium -ENVO:01000008 microbial mat -CHEBI:50335 organic nitrogen anion -FOODON:00001073 vinegar food product -ENVO:00002259 agricultural soil -ENVO:01000331 cypress swamp -ENVO:00005776 peaty paddy field soil 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camera-type eye +ENVO:03501332 occupational environment +FOODON:03311737 processed food product +ENVO:00005780 greenhouse soil +ENVO:01001537 sea ice hummock +FOODON:00001124 caprine cheese food product +NCBITaxon:2157 Archaea +ENVO:01000554 hydrocarbon gas +UBERON:0004253 skin muscle +UBERON:0011676 subdivision of organism along main body axis +NCBITaxon:41197 Heteroneura +CHEBI:33671 heteropolycyclic compound +ENVO:02000059 surface soil +NCBITaxon:207598 Homininae +ENVO:01000714 storm surge +ENVO:01000368 anchialine pool +ENVO:00000455 tarn +CHEBI:36342 subatomic particle +CHEBI:36688 heterotricyclic compound +FOODON:00001215 cacao food product +ENVO:00000087 cliff +FOODON:00001261 vegetable food product +CHEBI:10545 electron +ENVO:00000501 submerged bed +ENVO:01001787 aquatic ecosystem +ENVO:00000377 artificial lake +ENVO:00002156 Superfund site +ENVO:00000385 stream mouth +ENVO:00000119 planted forest +ENVO:00000200 periglacial lake +ENVO:01001568 frost heave +ENVO:01000434 sclerophyllous forest +CHEBI:38263 2-amino-3-hydroxybutanoic acid +ENVO:01000862 turbulent aquatic surface layer +CHEBI:49994 monoatomic neon +ENVO:03600046 processed tobacco +UBERON:0001766 anterior chamber of eyeball ENVO:01001469 observing system -CHEBI:15996 GTP -NCBITaxon:4734 commelinids -ENVO:01000737 sill -ENVO:03510064 emissions from petroleum combustion -UBERON:0001007 digestive system -ENVO:00000443 flood control reservoir -ENVO:01000586 chair -ENVO:03400015 sleet pellet -ENVO:00000284 quarry -ENVO:03501174 high dependency unit facility -CHEBI:36830 monoanion -ENVO:03501155 intensive care unit room -CHEBI:47909 3-oxo-Delta(4) steroid -ENVO:01001644 material primarily composed of biogenic carbonates -UBERON:0011860 collection of collagen fibrils -CHEBI:37577 heteroatomic molecular entity -UBERON:0000477 anatomical cluster -UBERON:0000162 cloaca -ENVO:01000142 wood fall -ENVO:01000131 mesophilic sediment -ENVO:03501284 dryer -CHEBI:29075 mononucleotide -ENVO:01000964 industrial wastewater -ENVO:01001033 digestive tract environment -ENVO:00000492 resequent stream -ENVO:00002202 organically enriched sediment -ENVO:00000396 marine channel -UBERON:0000481 multi-tissue structure -ENVO:03400009 falling sleet -ENVO:00005763 humus-rich acidic ash soil -ENVO:00000423 river island -ENVO:03501297 meat processing plant -FOODON:00001040 chicken meat food product -ENVO:03501192 walk-in clinic -UBERON:0003103 compound organ -ENVO:01001316 estuarine open water upper water column -UBERON:0006904 head mesenchyme from mesoderm -ENVO:01000208 mediterranean woodland biome -CHEBI:33296 alkali metal molecular entity -ENVO:01000980 channel of an intermittent stream -FOODON:00002156 plant stem or spear vegetable food product -ENVO:01000253 freshwater river biome -ENVO:01001187 holothurian digestive tract -UBERON:0012112 ingested food -CHEBI:23367 molecular entity -ENVO:2000041 solar power station -ENVO:00002271 nuclear power plant -CHEBI:16134 ammonia -ENVO:06105276 sandy clay loam -ENVO:01001832 subtropical biome -ENVO:03600045 plant pot -ENVO:00000164 rubber plantation -CHEBI:167564 paralytic shellfish toxin -ENVO:00000440 rock shelter -ENVO:01001418 cirrus fibratus cloud -ENVO:03600016 saprolite -ENVO:01001506 ice calf -ENVO:01001073 lake with an anoxic hypolimnion -ENVO:00002212 thermophilic granular sludge -ENVO:00000315 bajada -CHEBI:62764 reactive nitrogen species -PO:0006210 protoderm -UBERON:0001886 choroid plexus -ENVO:01001672 frontal surface of a weather front -ENVO:00000011 garden -ENVO:00002035 meteorite -NCBITaxon:33634 Stramenopiles -ENVO:01001775 blind thrust fault -ENVO:00002149 sea water -UBERON:0003064 intermediate mesoderm -ENVO:01001467 UNEP-WCMC class 7 mountain -ENVO:01000294 crevice -CHEBI:49986 elemental krypton -ENVO:01000096 water mass front -ENVO:03501149 geriatric intensive care unit facility -ENVO:03510026 acrylic paint medium -UBERON:0001803 epithelium of lens -ENVO:03501100 ferry -UBERON:0011695 embryonic cardiovascular system -CHEBI:37404 elemental copper -FOODON:00001133 condiment food product -CHEBI:33248 hydrocarbyl group -ENVO:01000225 subtropical dry broadleaf forest biome -ENVO:01000907 feasting pit site -ENVO:00002016 sedimentary rock -ENVO:01000302 outcrop -ENVO:03501249 suspension bridge -UBERON:0016888 transitional anatomical structure -ENVO:02000004 nesting material -CHEBI:83811 proteinogenic amino acid derivative -CHEBI:24632 hydrocarbon -ENVO:01000951 natural environment -ENVO:03600037 eutrophic pond -FOODON:00001298 unpasteurized camel milk beverage -ENVO:01001895 soda spring -ENVO:02000026 chyme material -FOODON:00001275 hen egg food product -ENVO:01000910 soil biocrust -ENVO:03501291 broiler -ENVO:01001314 estuarine coastal lower water column -ENVO:01000628 plant litter -UBERON:0001135 smooth muscle tissue -ENVO:01001203 alluvial sediment -NCBITaxon:10239 Viruses -ENVO:01000391 tropical semi-evergreen moist broadleaf forest -CHEBI:23982 ethanols -ENVO:03600095 stream run -ENVO:03600005 electrical switch -ENVO:03501156 maternity unit facility -UBERON:0003586 trunk connective tissue -ENVO:02000132 constructed monument -UBERON:0007135 neural keel -NCBITaxon:4751 Fungi -ENVO:06105112 synthetic plastic -ENVO:01000585 desk -ENVO:01001172 IUCN protected landscape/seascape -ENVO:04000007 lake water -CHEBI:46682 anthophyllite asbestos -UBERON:0002539 pharyngeal arch -ENVO:01000431 mixed forest +UBERON:0006539 mammary gland fluid/secretion +ENVO:01001143 lava planet ENVO:01001709 katafront -ENVO:03501164 occupational therapy unit facility -ENVO:01001277 asphalt road -UBERON:0000166 oral opening -ENVO:01000483 flat glass -ENVO:00000289 horst -ENVO:01001701 tropical environment -UBERON:0005289 tela choroidea of telencephalic ventricle -ENVO:01001674 lysocline -ENVO:00000536 moatan -ENVO:02000116 aluminum welding fume -ENVO:00002043 wastewater treatment plant -ENVO:03501175 psychiatric unit facility -FOODON:03301073 sugar (granulated) -ENVO:01001711 upper air -ENVO:01000432 swamp forest -ENVO:03501109 subway train -UBERON:0000307 blastula -FOODON:00001149 confectionery food product -FOODON:00001747 cocoa beverage -ENVO:00000004 administrative region -UBERON:0009618 trunk paraxial mesoderm -ENVO:01001281 paved parking lot -CHEBI:58454 kynurenate -CHEBI:35681 secondary alcohol -ENVO:02000096 iron ore -ENVO:01001531 sea ice field -ENVO:00000416 coastal dune -NCBITaxon:8782 Aves -CHEBI:24431 chemical entity -ENVO:03600061 shipwreck -ENVO:01000460 asphalt -UBERON:0036017 regurgitated substance -ENVO:01000733 stock -CHEBI:28868 fatty acid anion -ENVO:01000987 market -ENVO:02000108 cotton dust -UBERON:0008114 joint of girdle -ENVO:01000195 flooded grassland biome -UBERON:0003236 epithelium of lower jaw -CHEBI:22323 alkyl group -UBERON:0019304 sensory organ epithelium -ENVO:01000129 marine hydrothermal vent chimney -ENVO:01000067 marine current -UBERON:0008229 craniocervical region musculature -UBERON:0009521 anal membrane endodermal component -ENVO:01003021 area of high atmospheric pressure -UBERON:0003947 brain ventricle/choroid plexus -ENVO:01000481 silica-based glass -FOODON:00001017 commercial yogurt -ENVO:03000018 englacial stream -CHEBI:18230 chlorophyll a -UBERON:0001893 telencephalon -ENVO:01001803 tropical forest -UBERON:0001262 wall of intestine -ENVO:03501295 processing plant -ENVO:00000296 rice field -ENVO:00000066 man-made tunnel -ENVO:00002243 histosol -UBERON:0005157 epithelial fold -NCBITaxon:78536 Euphyllophyta -FOODON:00001251 avian food product -CHEBI:28963 amino sugar -FOODON:00001076 sake food product -NCBITaxon:1892265 Gloeotrichiaceae -CHEBI:30187 aluminium oxide -ENVO:01000593 framed bed -ENVO:01000113 suspended sediment -ENVO:01000095 marginal ice zone front -UBERON:0011222 intra-ocular muscle -ENVO:03600069 nest of alligator -CHEBI:33847 monocyclic arene -CHEBI:134024 chlorofluorocarbon -NCBITaxon:7002 Acrididae -UBERON:0003852 rhombencephalon neural crest -ENVO:01001511 freshwater ice -ENVO:01001497 carbonate system of ocean water -ENVO:00000200 periglacial lake -ENVO:01001479 fluid astronomical body part -ENVO:00009686 ice rise -CHEBI:38104 oxacycle -ENVO:03501200 police station -ENVO:01000556 biogas -ENVO:01001176 environment associated with an aquatic invertebrate -CHEBI:48107 nitric acid -ENVO:02000043 biological product -ENVO:01001521 area of drift ice -CHEBI:15734 primary alcohol -ENVO:03500025 secondhand smoke -UBERON:0007779 transudate -ENVO:00002152 biofilter -UBERON:0004522 vasculature of musculoskeletal system -ENVO:01000254 environmental system -CHEBI:33704 alpha-amino acid -ENVO:01000058 kelp forest -CHEBI:17579 beta-carotene -ENVO:01000510 sheet-iron building roof -ENVO:01000062 marine benthic storm -CHEBI:36980 pyridine nucleotide -CHEBI:8108 pheophytin -ENVO:03510033 luminescent paint -ENVO:2000037 fossil fuel power plant -NCBITaxon:227566 Hieroglyphus -UBERON:0002099 cardiac septum +ENVO:01000548 eutrophic lake +ENVO:01001352 glacial ice accumulation zone +FOODON:00001635 bean food product +CHEBI:46890 silicon hydroxide +ENVO:01000459 asphalt concrete +FOODON:00001204 yam bean food product +CHEBI:36892 elemental fluorine +ENVO:01001049 non-saline sediment environment +ENVO:03501280 mausoleum +ENVO:01000765 informal settlement +CHEBI:24837 inorganic peroxide +ENVO:00000543 swale +ENVO:03501170 pediatric intensive care unit facility ENVO:01000829 water vapour saturated air -CHEBI:16716 benzene -ENVO:01000594 cabinet -FOODON:03301227 broad bean (whole) -ENVO:01000278 pingo scar -CHEBI:80770 Brevetoxin B -ENVO:01001088 aerosolised liquids -ENVO:00002114 chemically enriched sediment -ENVO:03500003 public sports field -ENVO:01000223 montane savanna biome -FOODON:00001295 pecorino cheese -ENVO:01001793 subtropical broadleaf forest -ENVO:00002137 brackish estuary -FOODON:00001125 ovine cheese food product -ENVO:01001426 cirrocumulus castellanus cloud -ENVO:01000856 temperate marginal sea biome -ENVO:03600077 photobioreactor -ENVO:01001840 safe environment -CHEBI:29238 tritium atom -CHEBI:35405 transition element oxoanion -ENVO:01000688 lake coast -ENVO:00000148 riffle -ENVO:01000859 tropical marine upwelling biome -CHEBI:27376 methanesulfonic acid -ENVO:01001509 terrestrial ice calf -ENVO:03600084 lichen material -NCBITaxon:33341 Polyneoptera -ENVO:00002010 saline water -PO:0009011 plant structure -ENVO:00000332 doline -ENVO:00010483 environmental material -UBERON:0008816 embryonic head -CHEBI:36359 phosphorus oxoacid derivative -UBERON:0002091 appendicular skeleton -UBERON:0007282 presumptive segmental plate -ENVO:1000749 microcontinental island -FOODON:00001027 cheddar cheese food product -CHEBI:33356 iron group element atom -ENVO:03000015 geographic basin -ENVO:01000181 mangrove biome -ENVO:01001016 glory +CHEBI:33331 yttrium atom +ENVO:03400010 freezing rain +ENVO:00000453 liman +ENVO:01001389 neritic mussel bed +ENVO:01000114 boulder sediment +ENVO:00000280 escarpment +ENVO:01001512 congelation sea ice +ENVO:01000651 ocean strait +CHEBI:36915 inorganic cation +ENVO:01000170 indeterminate root nodule infection zone +ENVO:01000449 wet meadow ecosystem +CHEBI:15611 sarcosine +CHEBI:36785 carbobicyclic compound +ENVO:01001796 temperate mixed forest +ENVO:01001678 fluid layer +ENVO:02000109 dust from plant parts +ENVO:01000038 oceanic abyssopelagic zone biome +ENVO:03501294 preprocessing plant +PO:0009013 portion of meristem tissue ENVO:00000564 archeological site -ENVO:01000635 planetary landmass -ENVO:00000468 hydroelectric dam -ENVO:01000293 ice mass -ENVO:01000501 burnt brick -UBERON:0009846 embryonic cloacal epithelium -UBERON:0003037 septum -FOODON:00001015 plant food product -FOODON:03315925 pate -ENVO:00000268 lake bed -ENVO:00000194 scree -UBERON:0003104 mesenchyme -UBERON:0001474 bone element -ENVO:01000597 pressure lamp -ENVO:00002194 oil field production water -ENVO:03510019 cleaning agent -FOODON:00001197 bambara groundnut food product -ENVO:03501312 environmental monitoring program area -ENVO:02000105 clay dust -CHEBI:36244 dicarboxylic acid monoester -ENVO:01001818 enrichment culturing unit -ENVO:02000097 gold ore -NCBITaxon:2698737 Sar -CHEBI:59202 straight-chain fatty acid -CHEBI:30563 silicon dioxide -ENVO:00002275 technosol -CHEBI:73115 divinyl chlorophyll b -ENVO:00000478 range of mounts -ENVO:03510038 volume of cyanoacrylate -ENVO:00000309 depressed landform -ENVO:01000929 mushroom environment -ENVO:01000590 mattress -CHEBI:51689 enone -ENVO:01001150 protoplanetary disk -ENVO:03501243 big-box store -ENVO:2000038 coal power plant -FOODON:00001132 swine food product -ENVO:01000892 area of cropland -ENVO:01001117 poultry manure -ENVO:00000480 peak -FOODON:00001286 turkey meat food product -ENVO:01000136 drop stone -ENVO:00005745 allotment garden -ENVO:00000027 spring -ENVO:01000625 manufactured cage -ENVO:01000519 latrine -ENVO:00003863 food processing building -ENVO:00002060 oil sludge -UBERON:0003824 nerve of thoracic segment -PO:0009007 portion of plant tissue -ENVO:00000544 leat -ENVO:03501125 airport transit lounge -ENVO:01001364 climate system -ENVO:03600082 crustal fluid -ENVO:03600034 cay -UBERON:0010188 protuberance -ENVO:01000260 nutricline within a water body -ENVO:01000816 area of deciduous forest -ENVO:01001036 sediment permeated by saline water -UBERON:0037144 wall of heart -ENVO:01000526 sedimentary intrusion -ENVO:03600080 industrial park -ENVO:01000932 nursing home -NCBITaxon:41944 Myrtales -ENVO:01001273 liquid layer -FOODON:00001878 frozen dairy dessert -ENVO:01000339 polar biome -CHEBI:28966 chlorophyll -UBERON:0001021 nerve -CHEBI:33608 hydrogen molecular entity -ENVO:01001370 tundra ecosystem -ENVO:01000417 house -ENVO:00002134 anaerobic stream sediment -ENVO:03501101 outdoor environment -NCBITaxon:1163 Anabaena -FOODON:00001189 oat food product -ENVO:03510070 toxic waste -ENVO:00002225 mesotrophic water -ENVO:01000164 root nodule -ENVO:03501215 nurse call button -CHEBI:37190 silicon coordination entity -ENVO:01001128 mini-Neptune -ENVO:01000798 plasma -UBERON:0001778 ciliary epithelium -ENVO:00005768 orchid soil -ENVO:01000992 shower fixture -ENVO:01000778 key biodiversity area -ENVO:03501193 pharmacy -CHEBI:33741 chromium group molecular entity -CHEBI:33434 elemental halogen -ENVO:03501188 ophthalmology clinic -ENVO:01000985 fairground -ENVO:01000279 ice lens -UBERON:0000982 skeletal joint -ENVO:01001268 urban stormwater -ENVO:00000161 banana plantation -ENVO:01001245 woodland ecosystem -FOODON:00002333 vegetable pickle food product -ENVO:00000519 agricultural terrace -FOODON:00001202 winged bean food product -ENVO:01001690 mass of liquid -ENVO:01000579 television set -CHEBI:61614 vinyl polymer -ENVO:06105106 plastisphere -ENVO:03501190 pain clinic -ENVO:01001226 terrestrial natural environment -FOODON:00001211 pasta food product +ENVO:01001814 organic object +ENVO:01001456 tropical mountain +ENVO:03000083 methane-releasing thermokarst lake +ENVO:01001098 tectonic plate boundary +UBERON:0002104 visual system +ENVO:00002254 vertisol +UBERON:0002099 cardiac septum +ENVO:2100002 intestine environment +UBERON:0006211 buccopharyngeal membrane +CHEBI:23016 carbonates +ENVO:00000263 fissure cave +CHEBI:33836 benzenoid aromatic compound +ENVO:00000073 building +ENVO:03600031 earth-filled dam +ENVO:03600062 fountain +UBERON:0005983 heart layer +FOODON:00001041 beef food product +ENVO:01000978 wet pitfall trap +UBERON:0000966 retina +ENVO:00000534 riverine pothole +CHEBI:26561 ribonucleotide +CHEBI:88184 metal allergen +CHEBI:50816 iron oxide +ENVO:01000538 stratosphere +ENVO:00000176 elevated landform +FOODON:00001173 plant seed food product +ENVO:01000582 landline telephone +ENVO:01000476 plaster ENVO:00002246 ferralsol -ENVO:00000351 volcanic arc -FOODON:03400147 milk or milk product analog (us cfr) -ENVO:01001540 simple valley glacier -FOODON:00002053 mustard food product -ENVO:03600018 organic horizon -ENVO:01001697 atmospheric isobaric surface -ENVO:03501160 neonatal intensive care unit facility -CHEBI:26816 carbohydrate phosphate -ENVO:03501267 peeler -ENVO:01000563 central-draught lamp -FOODON:00001111 equine dairy food product -UBERON:0006539 mammary gland fluid/secretion -UBERON:0000019 camera-type eye -UBERON:0003219 shell septum -ENVO:00000235 carr -ENVO:03510034 turpentine -ENVO:01001836 montane biome -UBERON:0001017 central nervous system -NCBITaxon:314295 Hominoidea -ENVO:00002017 metamorphic rock -UBERON:0007005 cardiogenic splanchnic mesoderm -ENVO:00002007 sediment -ENVO:01001839 safe environment for living organisms +ENVO:01000115 cobble sediment +ENVO:01000481 silica-based glass +ENVO:01000250 subpolar coniferous forest biome +NCBITaxon:2697495 Spiralia +ENVO:01000782 utility line +ENVO:01000160 marine pockmark +ENVO:01000052 marine white smoker biome +NCBITaxon:436491 Theropoda +ENVO:01000373 biological waste material +UBERON:0014371 future telencephalon +CHEBI:33623 aluminium oxides +ENVO:01000431 mixed forest +ENVO:00000255 flood plain +ENVO:00000086 plain +ENVO:01000497 mud exterior wall +NCBITaxon:301959 Mytilinae +ENVO:01000650 stream channel +ENVO:00000288 cotton plantation +ENVO:01000253 freshwater river biome +ENVO:01001524 frozen land +ENVO:01000006 coastal upwelling +ENVO:03600019 sugarcane vinasse +UBERON:0034878 prechordal mesoderm +UBERON:0004766 cranial bone +FOODON:00001289 potato salad food product +ENVO:03501312 environmental monitoring program area +ENVO:03600086 water filter +ENVO:01000107 seasonal marine thermocline +ENVO:00005790 red soil FOODON:00001281 custard dessert food product -ENVO:00000431 drumlin field -ENVO:03501145 emergency unit room -ENVO:00002205 unexploded-ordnance dump -CHEBI:91007 aromatic carboxylate -ENVO:03501331 healthcare environment -ENVO:03501189 optometry clinic +CHEBI:33455 nitrogen oxoacid +CHEBI:17245 carbon monoxide +UBERON:0003063 prechordal plate +CHEBI:83925 non-proteinogenic alpha-amino acid +ENVO:03501251 vacuum cleaner 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fermented fish or seafood food product -CHEBI:30513 antimony atom -UBERON:0010225 thalamic complex -CHEBI:53226 polyethylene macromolecule -FOODON:00002752 bean (whole, dried) -NCBITaxon:240294 Schizothrix +UBERON:0000020 sense organ +UBERON:0000913 interstitial fluid ENVO:01001546 iceberg -ENVO:01000413 old plant -UBERON:0004479 musculature of trunk -ENVO:03500004 bike path -ENVO:03600009 interstitial water -ENVO:01001473 terrestrial observatory system -PO:0004010 meristematic cell -ENVO:00000500 beaver dam -ENVO:00000202 oxbow lake -ENVO:00000082 hill range -ENVO:00000253 scroll plane -CHEBI:28073 chromium atom -UBERON:0004118 vasculature of iris -CHEBI:16966 heteroglycan -ENVO:02000155 solid waste material -UBERON:0011595 jaw region -ENVO:00002136 arsenate treated wood -ENVO:01000125 marine littoral zone -ENVO:03600073 contaminated land -ENVO:00005761 meadow soil -CHEBI:25430 monoatomic polycation -ENVO:01000373 biological waste material -ENVO:01000861 area of dwarf scrub -UBERON:0005061 neural groove -ENVO:01000184 subtropical desert biome -ENVO:00002129 anaerobic sludge -ENVO:00002211 thermophilic anaerobic methanogenic reactor -CHEBI:60242 monovalent inorganic cation -CHEBI:36347 nuclear particle -ENVO:01000416 ultrafine respirable suspended particulate matter -NCBITaxon:2836 Bacillariophyta -CHEBI:33559 s-block element atom -ENVO:01000176 shrubland biome -UBERON:0004277 eye muscle -NCBITaxon:1150 Oscillatoriales -ENVO:00000497 rincon -CHEBI:25414 monoatomic monocation -ENVO:01001322 estuarine open water lower water column -CHEBI:36878 inorganic radical ion -ENVO:03000071 first year ice -ENVO:03500017 soldering fumes -UBERON:0012481 cloacal epithelium -ENVO:00000272 confluence -UBERON:0001898 hypothalamus -ENVO:01001202 alluvium -CHEBI:35217 alkaline earth coordination entity -NCBITaxon:1206794 Ecdysozoa -ENVO:03501311 environmental monitoring area -ENVO:01000148 marine coral reef buttress zone -ENVO:03600083 mofetta -UBERON:0001087 pleural fluid -ENVO:00000891 large freshwater lake biome -ENVO:01000458 concrete -ENVO:01000064 marine downwelling -NCBITaxon:50557 Insecta -ENVO:01000750 Mohorovicic discontinuity -ENVO:03510061 soy ink -ENVO:03501334 child care facility -CHEBI:30050 gold(0) -CHEBI:33238 monoatomic entity -ENVO:01001491 flattened elevation -ENVO:06105236 exchangeable ion -ENVO:00000170 dune -ENVO:00000193 olive grove -CHEBI:30762 salicylate -ENVO:00000408 volcanic fissure -CHEBI:26820 sulfates -CHEBI:30496 sulfur hexafluoride -ENVO:00000507 wadi mouth -CHEBI:61293 adenyl nucleotide -FOODON:03400842 non alcoholic beverage (eurofir) -UBERON:0000923 germ layer -UBERON:0004902 urogenital sinus epithelium -CHEBI:26082 phosphorus molecular entity -CHEBI:25698 ether -UBERON:0002329 somite -CHEBI:8006 Peptidoglycan(N-acetyl-D-glucosamine) -ENVO:01000418 human house -UBERON:0016879 future central nervous system -FOODON:00001258 food (fermented) -ENVO:01001201 marine environmental zone -CHEBI:61275 ciguatoxin -PO:0000037 shoot axis apex -ENVO:00000186 string mire -ENVO:03600006 food waste -FOODON:03400143 fruit or fruit product (us cfr) +ENVO:01001690 mass of liquid +ENVO:01000581 mobile phone +CHEBI:32178 Talc +UBERON:0003585 dermis connective tissue +CHEBI:41609 carbonate +ENVO:00000003 mine tailing +ENVO:00000201 fjord lake +CHEBI:25697 organic cation +ENVO:01001299 atmospheric zone +ENVO:01000962 diatomite +CHEBI:51721 alpha,beta-unsaturated ketone +UBERON:0014775 prosomere +ENVO:00000341 piece of gravel +ENVO:01000817 biosphere +CHEBI:25524 NAD(P) +ENVO:01000926 knackery +ENVO:01000504 unburnt-brick exterior wall +ENVO:01000885 area of developed space with medium usage intensity +ENVO:01001848 rime +CHEBI:33741 chromium group molecular entity +ENVO:03600096 step pool +ENVO:03501255 water trough +ENVO:01000946 secondary microplastic particle +ENVO:04000009 active permafrost layer +CHEBI:155827 argon-39 atom +ENVO:01000604 vehicle +ENVO:00003094 L-(+)-tartrate enriched soil +ENVO:01000146 marine coral reef crest +CHEBI:60031 poly(alkylene) polymer +ENVO:01001891 alum spring +ENVO:01000485 quartz glass +UBERON:0002050 embryonic structure +ENVO:01001475 omics observatory system +CHEBI:16183 methane +FOODON:00001185 rice food product +ENVO:01001476 body of liquid +ENVO:03000108 slab snow +UBERON:0004456 entire sense organ system +ENVO:00000372 pyroclastic shield volcano +ENVO:01001163 IUCN wilderness area +ENVO:03600021 tailings pond +UBERON:0036302 vasculature of central nervous system plus retina +CHEBI:36976 nucleotide +ENVO:03501227 steakhouse +ENVO:03501339 household environment +FOODON:00002266 soybean food product +ENVO:01001256 coastal shrimp pond +ENVO:01000592 bed base +ENVO:00000301 chaparral area +UBERON:0004522 vasculature of musculoskeletal system ENVO:01000567 paraffin lantern -ENVO:01000583 refrigerator -UBERON:0000055 vessel -ENVO:03501325 transport boat -FOODON:00001126 bovine cheese food product -ENVO:02000033 pleural effusion material -ENVO:03501186 family practice clinic -ENVO:01000239 oak woodland -ENVO:00003044 brine -ENVO:01000135 nitrate-reducing sediment -FOODON:00001180 prepared food product -ENVO:00000252 terminal moraine -ENVO:03501301 baseboard -ENVO:03501340 community service centre -ENVO:00000277 dry lake -FOODON:00001003 fermented agave juice -ENVO:00002063 oil seep -ENVO:01001677 fluid interface layer -CHEBI:37121 guanosine 5'-phosphate -ENVO:00002985 oil -UBERON:0035804 future mouth -ENVO:01000924 plumbing drain -ENVO:01000488 wooden building floor -ENVO:01000236 basalt -ENVO:00000515 road cut -ENVO:01001069 metallic material -NCBITaxon:4185 Acanthaceae -NCBITaxon:58024 Spermatophyta -CHEBI:33247 organic group -ENVO:01001193 water-based planetary surface -UBERON:0011814 non-neurogenic ectodermal placode -UBERON:8480025 skin of clavicle region -UBERON:0009569 subdivision of trunk -UBERON:0003496 head blood vessel -ENVO:01000523 pit latrine with slab floor -ENVO:01000369 vadose cave -ENVO:01000969 cafeteria -ENVO:01000463 hydraulic cement -ENVO:00000510 meander neck -UBERON:0012361 internal anal region -ENVO:01001014 monochrome solar rainbow -ENVO:03501270 chapter house -NCBITaxon:37267 Cyrtacanthacridinae -ENVO:00003884 farmyard manure -ENVO:00000205 permanent spring -NCBITaxon:2696291 Ochrophyta -ENVO:00000495 tributary -ENVO:01000395 temperate sclerophyllous dry forest -ENVO:00000149 artificial reef -ENVO:00000273 continental slope -ENVO:00000394 strait -ENVO:03600090 alcohol fermentation pit -ENVO:01001849 glaze -NCBITaxon:6544 Bivalvia -ENVO:01000833 water droplet -ENVO:01000939 time crystal -ENVO:01001241 crop canopy -CHEBI:155827 argon-39 atom -ENVO:01001685 bubble -CHEBI:63734 ketone hydrate -ENVO:01000484 container glass -ENVO:03600046 processed tobacco -CHEBI:33585 lead molecular entity -ENVO:03501313 food production environmental monitoring zone -CHEBI:26932 tetrapyrrole -UBERON:0000991 gonad -ENVO:01001464 UNEP-WCMC class 4 mountain -CHEBI:37734 phosphoric ester -CHEBI:37191 silicon oxoanion -ENVO:01000760 cloud -ENVO:02000141 refinery -CHEBI:27275 vanadium molecular entity -ENVO:01000761 polar stratospheric cloud -ENVO:01000108 marine cold-water sphere -ENVO:03000111 snow mass -ENVO:03501169 pediatric unit facility -ENVO:01000186 polar desert biome -ENVO:01000748 continental crust -UBERON:0006555 excretory tube -ENVO:00005801 rhizosphere -ENVO:01001652 atmospheric aerosol -FOODON:03460231 chocolate or cocoa -UBERON:0004111 anatomical conduit -ENVO:03600093 artificial satellite -ENVO:00000013 cave system -UBERON:0019042 reproductive system mucosa -OBI:0000968 device -ENVO:04000009 active permafrost layer -ENVO:01000448 mixed grassland -UBERON:0007098 mandibular neural crest -UBERON:0004732 segmental subdivision of nervous system -ENVO:03000041 brine channel -ENVO:00000230 coastal wetland ecosystem -ENVO:01000504 unburnt-brick exterior wall -ENVO:01000804 astronomical object -ENVO:01000873 ballast tank -NCBITaxon:190524 Laguncularia racemosa -UBERON:0005944 axial skeleton plus cranial skeleton -ENVO:01001312 estuarine coastal upper water column -UBERON:0006222 future diencephalon -CHEBI:30212 photon -UBERON:0008814 pharyngeal arch system -ENVO:00000008 fourth-order administrative region -CHEBI:50402 androstanoid -UBERON:0003128 cranium -UBERON:0003072 optic cup -ENVO:2100004 integumental system environment -ENVO:03501258 chicken house -UBERON:0009494 pharyngeal arch mesenchymal region -ENVO:01000671 dike -ENVO:03000089 permafrost crater derived from a methane explosion -ENVO:01000235 ultramafic lava -ENVO:01000490 sandy building floor -ENVO:03501266 pump -ENVO:01001535 floeberg -ENVO:06105010 plastic pellet -ENVO:01000337 herb and fern layer -UBERON:0003324 mesenchyme of lower jaw -ENVO:00002176 contaminated sludge -ENVO:03600065 spring water -UBERON:0002201 vasculature of trunk -ENVO:01000601 motor vehicle -ENVO:03501201 polling place -ENVO:03501307 ceramic -ENVO:01001124 giant gas planet -UBERON:0011779 nerve of head region -CHEBI:27325 xanthophyll -CHEBI:35427 ortho-fused polycyclic hydrocarbon -CHEBI:26421 pyridines -CHEBI:29241 silicate(4-) -ENVO:01001113 forage material -ENVO:01001564 rain -ENVO:01001789 freshwater ecosystem -CHEBI:46926 dioxanes -UBERON:0004253 skin muscle -CHEBI:33693 oxygen hydride -UBERON:0000990 reproductive system -ENVO:02000034 tear material -ENVO:06105280 silty clay -ENVO:00000244 abyssal plain -ENVO:01001833 mediterranean biome -ENVO:01001539 branched valley glacier -ENVO:01001140 ammonia ice -ENVO:00002144 cave wall -ENVO:00000139 irrigation ditch +ENVO:01000197 broadleaf forest biome +CHEBI:25388 monohydroxybenzoate +ENVO:00000001 bedding-plane cave +ENVO:03501199 dry market +ENVO:01000428 area of rocky shore +ENVO:00000169 canyon +ENVO:01001245 woodland ecosystem +ENVO:00005759 alluvial paddy field soil +CHEBI:15734 primary alcohol +ENVO:01001115 manure storage space +ENVO:01000409 freshwater littoral zone +CHEBI:33749 platinum molecular entity +ENVO:01001345 floating ice mass +ENVO:00005775 salt contaminated soil +FOODON:00002125 plant based bakery food product +ENVO:03501277 orangery +NCBITaxon:6656 Arthropoda +ENVO:03501349 airplane +ENVO:00000470 irrigation dam +ENVO:01000943 vegetated hill +CHEBI:26020 phosphate +CHEBI:5186 fucoxanthin +ENVO:01000808 dwarf planet +ENVO:00000125 mineral spring +ENVO:00000399 ash cone ENVO:01001148 planetesimal -UBERON:0009145 pharyngeal region of foregut -ENVO:03510010 dye -CHEBI:24839 inorganic salt -ENVO:03000113 snow patch -ENVO:01001885 submerged landform -ENVO:06105277 clay loam -ENVO:01001507 floating ice calf -ENVO:01001386 mussel reef -ENVO:01001271 impermeable surface layer -FOODON:00001138 tea based beverage product -ENVO:01000768 primary forest -CHEBI:17632 nitrate -ENVO:00000493 obsequent stream +ENVO:00000537 boulder field +ENVO:03605003 epiphyton +FOODON:00002454 food product by quality +ENVO:03520005 cloud top +UBERON:0006264 mouth-foregut junction +UBERON:0036303 vasculature of central nervous system +ENVO:00000010 transport feature +ENVO:01001050 saline sediment environment +ENVO:01000848 flower strip +CHEBI:72695 organic molecule +CHEBI:33335 scandium group element atom +ENVO:2000005 freshwater algal bloom +ENVO:00001999 marine water body +ENVO:01000166 mycetome +UBERON:0005281 ventricular system of central nervous system +UBERON:0015783 smooth muscle layer in fatty layer of subcutaneous tissue +ENVO:03501193 pharmacy +ENVO:01001804 subtropical forest +CHEBI:33646 alkadiene +ENVO:01001854 hydrothermal field +ENVO:00000129 stream valley +UBERON:0004122 genitourinary system +UBERON:0003081 lateral plate mesoderm +CHEBI:17478 aldehyde +PCO:0000029 multi-species collection of organisms +ENVO:01001034 environment determined by a biofilm on an animal surface +ENVO:03501131 university building +ENVO:01001514 congelation ice in a fresh water body +ENVO:03501222 brasserie +ENVO:03501262 tray +CHEBI:75896 iron sulfides +ENVO:01000320 marine environment +ENVO:03510004 hydraulic fluid +ENVO:03510057 permanent hair dye +UBERON:0036244 secretion of serous membrane +FOODON:00001282 ground beef food product +ENVO:01000081 pelagic isohaline surface +UBERON:0008229 craniocervical region musculature +ENVO:01000420 building part +CHEBI:33655 aromatic compound +ENVO:01000138 plant matter fall +ENVO:03510000 wood dust ENVO:00005764 pond soil -ENVO:00000356 pyroclastic cone -ENVO:03000117 channel -ENVO:00002148 coarse beach sand -ENVO:01000200 tropical broadleaf forest biome -UBERON:0004765 skeletal element -CHEBI:25523 NADP -CHEBI:24471 halogen molecular entity -ENVO:01000074 oceanic gyre -ENVO:02000049 coastal water body -FOODON:00001277 orange juice (unpasteurized) -ENVO:01000971 food truck -NCBITaxon:1175 Aphanizomenon -ENVO:01000497 mud exterior wall -FOODON:03400294 butter product analog (us cfr) -CHEBI:17029 chitin -ENVO:00000358 area of protected biodiversity -ENVO:01000779 public infrastructure -ENVO:00000300 scrubland area -UBERON:0015833 foregut epithelium -ENVO:01000298 continental margin -ENVO:00005796 marine sludge -ENVO:00000023 stream -ENVO:03501110 constructed transport system -CHEBI:25108 magnesium molecular entity -ENVO:00000222 oceanic island -ENVO:00000151 sabkha -ENVO:00000534 riverine pothole -ENVO:00002044 sludge -ENVO:00000108 meadow ecosystem -ENVO:01000825 eaves -CHEBI:3992 cyclic ketone -FOODON:00001216 cream food product -ENVO:02000052 umbrella -ENVO:03605004 epipsammon -UBERON:0000465 material anatomical entity -UBERON:0012480 cloacal mucosa -ENVO:03510035 naphtha -PO:0009020 meristem L1 layer -ENVO:03501158 micobiology unit facility -ENVO:01000053 marine ultramafic hydrothermal vent biome -ENVO:01000318 extreme high temperature environment -CHEBI:25501 neoxanthin -ENVO:01001415 homogenitus cloud -ENVO:03501219 window -UBERON:0004521 vasculature of muscle organ -ENVO:01001838 arid biome -CHEBI:28793 beta-D-glucan -ENVO:01001542 ice surface layer -CHEBI:88184 metal allergen -ENVO:00002034 biofilm -ENVO:00000197 endorheic lake -NCBITaxon:92621 Acridoidea -ENVO:03600091 clay fermentation pit -ENVO:01001185 acidic soil -CHEBI:33958 halide salt -ENVO:02000002 bedclothing -ENVO:01000042 neritic epipelagic zone biome -FOODON:00001284 duck meat food product -ENVO:00000483 plunge pool -ENVO:2000040 lignite power plant -ENVO:00000401 spatter cone -CHEBI:58954 straight-chain saturated fatty acid anion -ENVO:00003087 acetamide enriched soil -PO:0025387 plant cuticle proper -UBERON:0002104 visual system -ENVO:01000953 tree line ecotone -ENVO:03000133 agricultural potting mixture -CHEBI:25017 leucine -ENVO:00000199 meromictic lake -ENVO:06105274 sandy loam -UBERON:0004529 anatomical projection -UBERON:0003099 cranial neural crest -ENVO:00000158 causeway -ENVO:01000541 thermosphere -ENVO:01000588 sofa -ENVO:00000389 intermittent wetland -FOODON:00001165 solanaceous food product -ENVO:03501126 church building -ENVO:00000297 paddy field -ENVO:03510018 resin -FOODON:00002266 soybean food product -ENVO:01000577 radio device -UBERON:0010740 bone of appendage girdle complex -FOODON:00001140 fruit juice food product -ENVO:01000024 marine benthic biome -FOODON:00002787 vetch food product -NCBITaxon:169697 Arecoideae -CHEBI:43474 hydrogenphosphate -ENVO:03501197 institutional building -ENVO:00000255 flood plain -UBERON:0000163 embryonic cloaca -ENVO:00000187 tundra mire -CHEBI:16136 hydrogen sulfide -ENVO:01001167 ecosystem fragment -ENVO:01000163 photophore -CHEBI:33459 pnictogen oxoanion +ENVO:01001812 subpolar grassland +UBERON:0014793 musculature of pectoral complex +UBERON:0001769 iris +CHEBI:49637 hydrogen atom +NCBITaxon:1892263 Hapalosiphonaceae +UBERON:0000970 eye +CHEBI:47622 acetate ester +ENVO:00000272 confluence +UBERON:0007500 epithelial tube open at both ends +ENVO:02000105 clay dust +ENVO:01001172 IUCN protected landscape/seascape +ENVO:00005745 allotment garden +ENVO:01000045 epeiric sea biome +ENVO:03600007 formation fluid +UBERON:0007829 pectoral girdle bone +ENVO:00000369 brine pool +ENVO:01001422 cirrus spissatus cloud +ENVO:00002277 back-arc basin +CHEBI:16236 ethanol +FOODON:03315904 sausage (whole) +CHEBI:37175 organic hydride +ENVO:00002124 anaerobic bioreactor +UBERON:0007794 secretion of serous gland +ENVO:01000487 brick building floor +UBERON:0002297 cerumen +ENVO:00002150 coastal sea water +CHEBI:36895 monoatomic fluorine +NCBITaxon:33341 Polyneoptera +NCBITaxon:85512 Dicondylia +ENVO:01001887 letter paper +ENVO:01000294 crevice +ENVO:01000335 understory +ENVO:00000420 tombolo +ENVO:01000172 indeterminate root nodule senescent zone +CHEBI:29337 azanide +ENVO:00003097 bore hole water +CHEBI:33299 alkaline earth molecular entity +ENVO:06105116 discarded fishing gear +ENVO:00000889 large river delta biome +ENVO:00000143 river bank +FOODON:00001222 sausage (raw) +ENVO:00000036 irrigation canal +FOODON:03400644 a. primary food commodities of plant origin (ccpr) +CHEBI:35217 alkaline earth coordination entity +ENVO:03501213 light switch +ENVO:00000888 large river headwater biome +CHEBI:86471 pyrite +ENVO:00000427 meander +ENVO:00000462 polygenetic volcanic field +ENVO:01000646 lithosphere +ENVO:00000419 stack +CHEBI:33347 vanadium group element atom +ENVO:00000229 intermittent estuary +ENVO:00000192 mudflat +ENVO:01001425 cirrus castellanus cloud +ENVO:06105123 synthetic polymer +FOODON:00002115 pigeon pea vegetable food product +ENVO:03501177 radiotherapy unit facility +ENVO:01000073 marine oligotrophic desert +ENVO:00000454 turlough +ENVO:00002046 activated sludge +UBERON:0001422 facial lymphatic vessel +CHEBI:25216 metalloporphyrin +ENVO:03000113 snow patch +ENVO:06105124 coastal anthropogenic litter +ENVO:03501279 tenement +CHEBI:22331 alkylamines +ENVO:00000107 heath +CHEBI:33521 metal atom +ENVO:01000849 flower-rich field margin strip +ENVO:02000029 cerebrospinal fluid material +ENVO:03000071 first year ice +ENVO:01000222 subtropical woodland biome +ENVO:01000871 puddle of water +ENVO:00002145 chromate contaminated soil +ENVO:01000324 planetary surface 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chicken manure +ENVO:01001698 polar front +ENVO:00000445 transvasement +ENVO:01001564 rain +CHEBI:38166 organic heteropolycyclic compound +UBERON:0014477 thoracic skeleton +CHEBI:25693 organic heteromonocyclic compound +ENVO:00000479 mouth +ENVO:01001384 area of attached faunal communities +UBERON:0002271 periventricular zone of hypothalamus +ENVO:01000020 estuarine biome +ENVO:01000477 gypsum plaster +ENVO:03605008 freshwater stream biome +ENVO:03600049 smokeless tobacco +ENVO:01001227 aquatic natural environment +ENVO:01001344 freshwater seep riverine anchor ice +CHEBI:17326 nucleoside 5'-triphoshate +ENVO:01000545 ionosphere +ENVO:00000291 drainage basin +FOODON:00002196 refined or partially-refined food product +CHEBI:27081 transition element atom +ENVO:03600010 membrane bioreactor +ENVO:01001826 active sulphate-reducing enrichment culturing unit +CHEBI:49936 uranium(0) +ENVO:01001645 gaseous part of an atmosphere +UBERON:0006601 presumptive ectoderm +ENVO:00000231 moor 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tidal flow +CHEBI:24533 heterodetic cyclic peptide +ENVO:02000058 cloth +UBERON:0004185 endodermal part of digestive tract +ENVO:01001192 sediment surface +ENVO:00009725 ice piedmont +UBERON:0005292 extraembryonic tissue +CHEBI:36963 organooxygen compound +ENVO:01001338 diurnal marine tidal flow zone +ENVO:00000333 subjacent karst +ENVO:01000499 pole-reinforced mud exterior wall +FOODON:03400164 dairy product (us cfr) +CHEBI:35107 azane +ENVO:01000398 temperate freshwater swamp forest +ENVO:01001325 estuarine tidal riverine coastal lower water column +FOODON:00001280 chocolate food product +ENVO:03520001 middle atmospheric level +UBERON:0036146 cardiopharyngeal field +ENVO:01001811 temperate grassland +ENVO:01000824 exorheic lake ENVO:03600076 waste stabilization pond -ENVO:2100006 feather environment -ENVO:2100005 face skin environment -UBERON:0005177 trunk region element -FOODON:03412637 konjac plant -ENVO:03501256 sheet of paper -ENVO:00000201 fjord lake -CHEBI:46717 sulfide mineral -ENVO:01000739 habitat -ENVO:01003000 spacecraft -ENVO:00003965 anaerobic digester sludge -CHEBI:33455 nitrogen oxoacid -ENVO:01001018 hypereutrophic water -ENVO:00000260 prairie -UBERON:0007524 dense mesenchyme tissue -ENVO:00000335 polygonal karst -CHEBI:27888 chlorophyll b -FOODON:00001159 fermented pomaceous fruit beverage -ENVO:01000237 coastal scrubland -FOODON:00003395 multi-component wheat food product -ENVO:01001001 plant-associated environment -ENVO:03000021 soot -ENVO:01000334 talus slope +UBERON:0005769 basement membrane of epithelium +ENVO:03501237 game reserve +UBERON:0005162 multi cell part structure +ENVO:03501369 seam surface +UBERON:0000125 neural nucleus +CHEBI:33447 phospho sugar +ENVO:03600033 residential backyard +ENVO:03501321 food production medium-risk contamination area +ENVO:00000532 intermittent saline evaporation pond +ENVO:00000326 sea cave +ENVO:01001149 protoplanet +UBERON:0009494 pharyngeal arch mesenchymal region +ENVO:01001467 UNEP-WCMC class 7 mountain +ENVO:01000532 covered pit latrine +ENVO:01001395 necromass +ENVO:01001335 anchor ice +ENVO:00002178 iron-reducing zone of petroleum contaminated sediment +CHEBI:26214 porphyrins +UBERON:0001555 digestive tract +NCBITaxon:365482 Salicornia pacifica +ENVO:00002201 cis-dichloroethane contaminated sediment +UBERON:0003258 endoderm of foregut +ENVO:00000893 xeric basin biome +ENVO:00005755 field soil +UBERON:0003104 mesenchyme +ENVO:01000939 time crystal +ENVO:03510032 acrylic paint +ENVO:01001382 area of attached mussel assemblages +UBERON:0000153 anterior region of body +FOODON:00001082 bitter cheese food product +CHEBI:61293 adenyl nucleotide +UBERON:0004291 heart rudiment +ENVO:06105005 thermoset polymer +ENVO:01000277 water ice +FOODON:00001189 oat food product +ENVO:01000299 Taylor column +ENVO:01000171 indeterminate root nodule nitrogen fixation zone +ENVO:03501184 chiropractic clinic +ENVO:00000257 flood fringe +UBERON:0002097 skin of body +CHEBI:33627 monoatomic aluminium 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molecular entity +ENVO:00000159 sugar plantation +CHEBI:47885 dinucleotide +PO:0025128 phyllome primordium +ENVO:01000064 marine downwelling +ENVO:01001688 mass of fluid +CHEBI:25367 molecule +CHEBI:23014 carbon oxide +CHEBI:17578 toluene +UBERON:0000174 excreta +ENVO:01000805 globular star cluster +ENVO:03501228 trattoria +CHEBI:37734 phosphoric ester +CHEBI:33562 f-block element atom +ENVO:00002269 thermocline +UBERON:0003278 skeleton of lower jaw +ENVO:01000339 polar biome +FOODON:00001146 solanaceous root food product +ENVO:01000078 marine nutricline +ENVO:01001306 bone element environment +ENVO:00002147 coal mine lake sediment +ENVO:03501113 public ferry +ENVO:01000984 grocery store +ENVO:01001620 mass of ice and snow +ENVO:01001201 marine environmental zone +ENVO:00000081 mountain +ENVO:01000243 boulder +ENVO:01000522 latrine pit +ENVO:01001046 planetary subsurface environment +ENVO:01000865 electric power system +NCBITaxon:7496 Pterygota +CHEBI:25016 lead atom +FOODON:00001276 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macromolecule +CHEBI:131621 C19-steroid +ENVO:00000065 railway +UBERON:0003099 cranial neural crest +FOODON:00002035 milk dessert food product +ENVO:01000625 manufactured cage +FOODON:00001610 apple condiment +ENVO:01000389 temperate mixed broadleaf forest +UBERON:0007811 craniocervical region +ENVO:01001132 hot Neptune +ENVO:01001147 helium planet +CHEBI:24839 inorganic salt +ENVO:01001529 glacier snout +ENVO:01000658 dense settlement +FOODON:00001052 amasake food product +ENVO:1000751 barrier island +FOODON:00001075 mammalian milk (nonfat, dry) +UBERON:0019264 gray matter of forebrain +UBERON:0008816 embryonic head +CHEBI:65212 polysaccharide derivative +ENVO:03501161 nephrology unit facility +ENVO:02000091 coal +UBERON:0015474 axilla skin +CHEBI:26191 polyol +ENVO:02000095 uranium ore +UBERON:0003729 mouth mucosa +CHEBI:33319 lanthanoid atom +ENVO:00000058 underground lake +CHEBI:80770 Brevetoxin B +NCBITaxon:40674 Mammalia +ENVO:00002192 poultry litter +BFO:0000024 fiat object 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flooded grassland +ENVO:01000668 geological fault ENVO:01000509 sheet-iron exterior wall -ENVO:00000035 marsh -ENVO:01000152 iron-reducing sediment -CHEBI:37045 purine ribonucleoside 5'-triphosphate -CHEBI:35366 fatty acid -CHEBI:37622 carboxamide -ENVO:01000498 pole -ENVO:01000954 alpine tree line ecotone -ENVO:01000937 impromptu campground -BFO:0000027 object aggregate -ENVO:01001151 proplyd -NCBITaxon:1437180 Acrogymnospermae -ENVO:03600038 experimental forest ecosystem -ENVO:03510017 fountain pen ink -CHEBI:79388 divalent inorganic anion -ENVO:01000213 subtropical shrubland biome -UBERON:0002271 periventricular zone of hypothalamus -PCO:0000031 organismal entity -ENVO:2000001 creosote -ENVO:03501347 hotel -ENVO:00000397 lake channel -ENVO:01000017 sand -ENVO:01000476 plaster -ENVO:01001395 necromass -ENVO:01001541 tributary glacier -ENVO:00003071 grass silage -ENVO:01000409 freshwater littoral zone -UBERON:0004785 respiratory system mucosa -ENVO:00000276 drumlin -UBERON:0003260 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contaminated air +ENVO:01000761 polar stratospheric cloud +ENVO:01000643 inner planetary core +ENVO:03501283 conveyor belt +CHEBI:33344 niobium atom +ENVO:01000671 dike +ENVO:01000465 building wall +ENVO:01001039 highly saline water +UBERON:0005423 developing anatomical structure +ENVO:00000328 vadose zone +ENVO:01000617 lentic water body +CHEBI:28868 fatty acid anion +CHEBI:33637 ortho-fused compound +ENVO:01000293 ice mass +CHEBI:22632 arsenic molecular entity +CHEBI:24833 oxoacid +ENVO:01000976 pitfall trap +ENVO:01001267 stormwater +ENVO:01000390 temperate mixed needleleaf forest +UBERON:0003827 thoracic segment bone +ENVO:00002144 cave wall +ENVO:01000108 marine cold-water sphere +ENVO:00000217 solfatara +CHEBI:33252 atomic nucleus +ENVO:03520003 cloud part +UBERON:0008823 neural tube derived brain +UBERON:0004768 bone of lower jaw +CHEBI:33241 oxoacid derivative +ENVO:01000588 sofa +ENVO:01001349 material decumulation zone +ENVO:00000891 large freshwater lake biome 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emmenthal cheese food product +ENVO:01001173 sacred site +ENVO:01001012 lithometeor +CHEBI:48109 nitrobenzenes +CHEBI:30216 alpha-particle +ENVO:01001326 estuarine tidal riverine open water surface layer +ENVO:01000188 tropical savanna biome +ENVO:01001206 grassland ecosystem +FOODON:03301103 orange juice +ENVO:03501243 big-box store +ENVO:01001518 drifting sea ice mass +FOODON:00001196 pigeon pea (whole, dried) +UBERON:0010000 multicellular anatomical structure +ENVO:00005770 beech forest soil +ENVO:01000414 young plant +CHEBI:79388 divalent inorganic anion +ENVO:01001097 tectonic plate +ENVO:00009726 strand crack +ENVO:01000309 cold environment +NCBITaxon:117558 Bathymodiolinae +FOODON:00001017 commercial yogurt +FOODON:00001029 gouda cheese food product +ENVO:01000327 strand swamp +ENVO:01000771 all season road +ENVO:03501120 dairy farm +CHEBI:35875 imidazopyrimidine +ENVO:00005774 peat soil +CHEBI:32952 amine +UBERON:0004797 blood vessel layer +ENVO:03501250 swing bridge 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ENVO:00000538 arrugado -ENVO:01000514 tile -NCBITaxon:9605 Homo -NCBITaxon:7003 Locusta -ENVO:00002257 podzol -ENVO:00003862 dairy -ENVO:01000528 dry toilet fixture -CHEBI:139291 chlorophyll(1-) -CHEBI:60272 aluminium ion -ENVO:01001555 frozen lead -UBERON:0010359 pharyngeal arch mesenchyme from neural crest -CHEBI:32876 tertiary amine -FOODON:00001193 fonio food product -FOODON:03400680 015 pulses (vd) (ccpr) -UBERON:1100000 digestive tract junction -UBERON:0003827 thoracic segment bone -FOODON:00002819 liver food product -ENVO:00000404 stratovolcano -ENVO:02000054 bone meal -ENVO:01001610 active layer in a cryosphere -ENVO:01000451 atmospheric carbon dioxide -PO:0006079 shoot system meristem -ENVO:03510029 primer (paint) -CHEBI:24473 halogen -ENVO:01001116 bovine dairy liquid manure -ENVO:00000055 saline evaporation pond -FOODON:00002131 plant based refined or partially-refined food product -ENVO:03510006 diesel fuel -ENVO:03501241 wind farm -ENVO:00000053 freshwater marsh -ENVO:01000972 take-out restaurant -UBERON:0002090 postcranial axial skeleton -CHEBI:26395 purine nucleotide -UBERON:0003929 digestive tract epithelium -ENVO:01000422 bathroom -UBERON:0004016 dermatome +FOODON:00001257 milk or milk based food product +UBERON:0000924 ectoderm CHEBI:61292 guanyl nucleotide -ENVO:00005784 spruce forest soil -FOODON:00001134 bovine meat food product -ENVO:03600096 step pool -ENVO:01000141 seal fall -UBERON:0001890 forebrain -ENVO:01001794 temperate broadleaf forest -UBERON:0004464 musculature of thorax -ENVO:03501300 manure -CHEBI:63471 branched-chain amino-acid anion -ENVO:01000849 flower-rich field margin strip -CHEBI:24867 monoatomic ion -NCBITaxon:4143 Lamiales -ENVO:01000540 troposphere -ENVO:00003911 sake brewery -ENVO:00000037 ditch -CHEBI:61295 guanyl ribonucleotide -FOODON:00001154 citrullus lanatus fruit food product -ENVO:01001471 atmospheric observatory system -ENVO:01000388 tropical semi-deciduous broadleaf forest -CHEBI:30879 alcohol -ENVO:00005798 acid dune sand -ENVO:02000008 cell culture -ENVO:00000343 particle of silt -ENVO:01000353 marine mesoscale eddy field -NCBITaxon:9443 Primates -ENVO:00000098 island -CHEBI:63367 monosaccharide derivative -ENVO:01001288 kaolin dust -CHEBI:23377 copper molecular entity -ENVO:00000077 agricultural ecosystem -ENVO:00002984 petroleum -CHEBI:33302 pnictogen molecular entity -ENVO:00000241 tidal mudflat -NCBITaxon:3193 Embryophyta -ENVO:01001231 kerogen -CHEBI:17997 dinitrogen -UBERON:0036244 secretion of serous membrane -ENVO:03501268 pallet -ENVO:00001996 mine drainage -CHEBI:29228 hydrogen fluoride -ENVO:00000563 pier -ENVO:03501261 wheel -ENVO:01001179 cnidarian-associated environment -ENVO:01000252 freshwater lake biome -CHEBI:30512 silver atom -UBERON:0002346 neurectoderm +UBERON:0002020 gray matter +FOODON:00002053 mustard food product +UBERON:0002385 muscle tissue +ENVO:01001521 area of drift ice +ENVO:00000023 stream +ENVO:01000148 marine coral reef buttress zone +FOODON:00001172 nut food product +ENVO:01000441 andesite +ENVO:01001675 nutricline +CHEBI:49987 monoatomic krypton +ENVO:00000091 beach +CHEBI:36902 chalcogen hydride +ENVO:03600090 alcohol fermentation pit +UBERON:0004086 brain ventricle +UBERON:0001710 lower jaw region +ENVO:01000421 indoor kitchen +ENVO:01001872 manure pit +ENVO:01001400 homomutatus cloud +ENVO:01000887 area of sedge- and forb-dominated herbaceous vegetation +ENVO:01001004 groundwater +ENVO:01001302 estuarine coastal surface layer +CHEBI:35881 pnictogen hydride +ENVO:00000090 coastal plain +ENVO:00000485 sea shore +ENVO:00005802 bulk soil +ENVO:01000710 flood +ENVO:03510060 gel ink +ENVO:01001015 fogbow +ENVO:00003092 salicylate enriched soil +ENVO:01000568 tubular paraffin lantern +NCBITaxon:227570 Oedaleus +UBERON:0003353 epithelium of hindgut +ENVO:00000269 land-tied island +ENVO:03510012 paper dye +ENVO:03501355 public-private prison +ENVO:01001340 semi-diurnal marine tidal flow zone +CHEBI:33666 polycyclic hydrocarbon +ENVO:00003082 enriched soil +UBERON:0001087 pleural fluid +ENVO:01000057 marine algal bloom +ENVO:00000401 spatter cone +ENVO:01000850 clathrate material +CHEBI:27364 zinc molecular entity +CHEBI:37163 glucan +ENVO:01001056 environment determined by a biofilm on a saline surface +NCBITaxon:1892259 Aphanizomenonaceae +CHEBI:37164 homopolysaccharide +ENVO:00000196 alkaline flat +ENVO:01001154 volatile astrogeological material +UBERON:0001836 saliva +ENVO:00000004 administrative region +ENVO:01000140 whale fall +UBERON:0005656 lens vesicle epithelium +ENVO:02000142 petroleum oil refinery +UBERON:0001866 sebum +ENVO:00000080 mountain range +NCBITaxon:198592 Umezakia +ENVO:00000207 oceanic zone +FOODON:00001183 bread food product +UBERON:0034944 zone of organ +ENVO:00005786 upland soil +ENVO:01000891 area of pastureland or hayfields +ENVO:01001183 arable or pasturable land +FOODON:00001111 equine dairy food product +CHEBI:33635 polycyclic compound +ENVO:01000025 marine neritic benthic zone biome +CHEBI:64708 one-carbon compound +ENVO:00000016 sea +CHEBI:26935 tetraterpenoid +CHEBI:27563 arsenic atom +CHEBI:38669 pyrazolopyrimidine +UBERON:0002416 integumental system +ENVO:00000459 outlet glacier +FOODON:03301227 broad bean (whole) +ENVO:2000003 agricultural wastewater treatment plant +UBERON:0002190 subcutaneous adipose tissue +ENVO:01000889 area of lichen-dominated vegetation +CHEBI:36341 boson +ENVO:01000593 framed bed +CHEBI:25698 ether +ENVO:00000225 highly stratified estuary +UBERON:0016888 transitional anatomical structure +ENVO:02000141 refinery +CHEBI:37096 adenosine 5'-phosphate +ENVO:00002034 biofilm +FOODON:00001212 pastry food product +ENVO:01000985 fairground +ENVO:01001208 swamp area +ENVO:01001477 liquid astronomical body part +CHEBI:35403 chromium coordination entity +CHEBI:46676 tremolite asbestos +ENVO:01001137 ice planet +NCBITaxon:3398 Magnoliopsida +ENVO:00000204 ephemeral spring +ENVO:02000118 paraffin wax +ENVO:00000150 coral reef 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macromolecule +CHEBI:35163 cyclic carotene +ENVO:01000422 bathroom +ENVO:03501128 conference room +ENVO:03501169 pediatric unit facility +FOODON:00001015 plant food product +ENVO:03501225 coffeehouse +FOODON:00001210 wheat flour food product +ENVO:01000507 iron sheet +ENVO:00000082 hill range +ENVO:00000007 third-order administrative region +CHEBI:73115 divinyl chlorophyll b +UBERON:0035804 future mouth +ENVO:00002248 luvisol +ENVO:08000002 mouth environment +ENVO:01000144 marine coral reef flat zone +ENVO:00000046 hedge +CHEBI:35402 chromium oxoanion +ENVO:01000998 environmental system determined by a material +ENVO:01001123 dwarf gas planet +ENVO:03510002 automatic transmission fluid +CHEBI:49995 elemental neon +ENVO:03000046 frazil ice +ENVO:01000777 nurdle +NCBITaxon:40551 Arecales +ENVO:01001380 neritic mussel reef +FOODON:03316579 multi-component plant food product +ENVO:00000386 river mouth +ENVO:00002137 brackish estuary +ENVO:01001077 lake with an oxic hypolimnion +ENVO:00002013 igneous rock +CHEBI:27376 methanesulfonic acid +UBERON:0013703 integumentary projection +ENVO:03501152 intensive care unit facility +ENVO:01000147 marine coral reef fore reef +UBERON:0006965 vascular cord +ENVO:01000325 aquatic layer +ENVO:01000502 unburnt brick +ENVO:01001258 vog +ENVO:03500006 food desert +ENVO:01000185 montane desert biome +ENVO:00000487 paternoster lake +CHEBI:26288 propanediol +ENVO:01000117 granular sediment +ENVO:03501320 food production low-risk contamination area +ENVO:01001478 gaseous astronomical body part +ENVO:00000547 waterhole +UBERON:0005085 ectodermal placode +ENVO:01000595 cupboard +UBERON:0010042 1st arch mesenchyme +ENVO:03000066 sea ice floe +ENVO:01000437 lava field +ENVO:01000905 shrimp pond +ENVO:03510056 methyl cellulose paste +CHEBI:36389 saturated organic heteromonocyclic parent +ENVO:00000115 orchard +FOODON:03411048 carbohydrate-producing plant +ENVO:00003895 paper product +ENVO:01000688 lake coast +ENVO:01000246 village biome +ENVO:03501322 food production high-risk contamination area +UBERON:0001708 jaw skeleton +FOODON:00001097 fermented sugar cane beverage +ENVO:03600051 train car +UBERON:0003077 paraxial mesoderm +ENVO:03000038 cryoconite deposit +ENVO:00000511 blanket bog +ENVO:01001459 high-elevation mountain +NCBITaxon:37567 Ditrysia +ENVO:00002122 arsenic-rich mud +NCBITaxon:1 root +UBERON:0004296 respiratory system lymphatic vessel smooth muscle +ENVO:00005756 lawn soil +ENVO:03501364 packaging equipment +CHEBI:37176 mononuclear parent hydride +ENVO:02000140 fluid environmental material +UBERON:0003343 mucosa of oral region +ENVO:00000171 river valley +PO:0025497 collective plant structure +ENVO:00000069 distributary +UBERON:0000060 anatomical wall +NCBITaxon:314295 Hominoidea +FOODON:00002780 pigeon pea food product +ENVO:00000474 cut +ENVO:01000080 pelagic isothermal surface +ENVO:01000980 channel of an intermittent stream +CHEBI:35604 carbon oxoanion +ENVO:00000305 peninsula +CHEBI:29125 arsenate(3-) +ENVO:02000103 metallic dust +ENVO:01000043 neritic mesopelagic zone biome +ENVO:03400015 sleet pellet +ENVO:00000166 atoll +ENVO:03000073 multiyear ice +NCBITaxon:1892265 Gloeotrichiaceae +ENVO:00000290 graben +ENVO:03000018 englacial stream +UBERON:0002384 connective tissue +ENVO:01001244 cropland ecosystem +ENVO:00000414 natural arch +ENVO:01000112 polymetallic nodule +UBERON:0001803 epithelium of lens +ENVO:01001376 marine faunal bed +NCBITaxon:7004 Locusta migratoria +PO:0025007 collective plant organ structure +ENVO:01001480 domestic building +CHEBI:28694 copper atom +ENVO:00000000 geographic feature +ENVO:06105238 residual water in soil +ENVO:01000328 dome swamp +ENVO:03501219 window +FOODON:00001171 cruciferous inflorescence food product +CHEBI:25430 monoatomic polycation +ENVO:01000925 abattoir +ENVO:01001062 crater lake +CHEBI:33321 rare earth metal atom +ENVO:01000296 dry lake bed +NCBITaxon:3954 Combretaceae +ENVO:01000391 tropical semi-evergreen moist broadleaf forest +FOODON:00001088 flaxseed oil +ENVO:01001272 constructed pavement +ENVO:00000282 esker +ENVO:01000283 lake layer +ENVO:03000076 slush ice +FOODON:00001161 citrus fruit extract food product +ENVO:01001162 IUCN strict nature reserve +UBERON:0000014 zone of skin +ENVO:01000626 drylot +ENVO:03500010 shady environment +ENVO:01000457 masonry unit +ENVO:00005787 eucalyptus forest soil +FOODON:03312053 pork (dehydrated) +ENVO:03600044 organic farm +ENVO:02000033 pleural effusion material +ENVO:03600016 saprolite +UBERON:0010314 structure with developmental contribution from neural crest +FOODON:03400777 eurofir food classification +CHEBI:37015 ribonucleoside 5'-phosphate +CHEBI:13392 NAD(P)H +ENVO:01000505 salt dome +ENVO:00000220 archipelago +CHEBI:30412 monoatomic dication +ENVO:01001209 wetland ecosystem +ENVO:00000015 ocean +ENVO:03510070 toxic waste +ENVO:01000376 tropical marine semi-evergreen forest +UBERON:0015203 non-connected functional system +ENVO:03501102 polytunnel +UBERON:0005090 muscle structure +ENVO:02000004 nesting material +CHEBI:46661 asbestos +UBERON:0000047 simple eye +UBERON:0009503 mesenchyme of hindgut +CHEBI:35193 tetraterpene +ENVO:00000397 lake channel +ENVO:00002019 brackish water +FOODON:03302001 animal-derived food +CHEBI:33240 coordination entity +ENVO:01001506 ice calf +ENVO:01001705 temperate environment +ENVO:02000101 fibrous dust +ENVO:01000857 temperate mediterranean sea biome ENVO:01000001 mud -NCBITaxon:3367 Cupressaceae -ENVO:03000039 cryoconite hole -ENVO:01001682 air mass -ENVO:06105205 compacted soil -ENVO:01000914 ice ablation zone -UBERON:0004297 respiratory system blood vessel smooth muscle -ENVO:00005738 foamy environmental material -ENVO:01001490 intrusion -ENVO:00002241 leptosol -UBERON:0003061 blood island -CHEBI:23449 cyclic peptide -ENVO:01000617 lentic water body -ENVO:01003003 particle of clay -CHEBI:18246 (1->4)-beta-D-glucan -CHEBI:33687 diatomic helium -ENVO:03600043 meromictic pond -ENVO:06105006 piece of plastic foam -CHEBI:33482 sulfur oxoanion -CHEBI:33265 triatomic oxygen -ENVO:01000285 holomictic lake -CHEBI:46890 silicon hydroxide -ENVO:01001528 friable-frozen soil -ENVO:00000174 isthmus -UBERON:0010337 mandibular process mesenchyme from head mesenchyme -ENVO:01000609 motor boat -ENVO:00000523 cutoff -ENVO:01000616 motorscooter -ENVO:00003860 pig manure -ENVO:03600010 membrane bioreactor -ENVO:03510023 shellac -CHEBI:33458 nitrogen oxoanion -NCBITaxon:365482 Salicornia pacifica -NCBITaxon:1892254 Oscillatoriaceae -ENVO:01000411 infralittoral zone -FOODON:00001174 plant lipid food product -CHEBI:36468 polycyclic ether -ENVO:00000522 canal tunnel -ENVO:01000559 compressed biogas -ENVO:01000256 mineral material -ENVO:01001681 weather front -UBERON:0003513 trunk blood vessel -NCBITaxon:33317 Protostomia -FOODON:00001241 processed pork meat food product -ENVO:01001876 graupel -ENVO:00002277 back-arc basin -ENVO:01000209 subtropical coniferous forest biome -CHEBI:33461 phosphorus oxoanion -ENVO:01000533 covered pit latrine with slab floor -UBERON:0010336 mandibular process mesenchyme from neural crest -ENVO:01000060 particulate environmental material -CHEBI:33484 chalcogen oxoacid -ENVO:00000120 oil palm plantation -CHEBI:27153 monoatomic trication -ENVO:01001786 inland sea -CHEBI:35295 homopolycyclic compound +ENVO:03605002 epipelon +ENVO:01001059 mock community culture +ENVO:00005783 leafy wood soil +ENVO:03501214 locker +UBERON:0000922 embryo +FOODON:03400803 seafood product (eurofir) +ENVO:01000048 ocean biome +CHEBI:61452 poly(ethylene terephthalate) polymer +ENVO:00000360 area of national forest +ENVO:01001140 ammonia ice +FOODON:00001140 fruit juice food product +CHEBI:60029 homopolymer +NCBITaxon:33511 Deuterostomia +ENVO:00000535 weir +ENVO:00000349 terrarium +ENVO:03501203 polling booth +ENVO:00000026 well +ENVO:00000226 saline wedge estuary +UBERON:0000076 external ectoderm +ENVO:01000535 pour-flush pit latrine 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+ENVO:01001424 stratocumulus castellanus cloud +CHEBI:25812 ozone +ENVO:00000198 ice-covered lake FOODON:00001225 smoked meat food product -CHEBI:27638 cobalt atom -ENVO:02000095 uranium ore +ENVO:01001311 solid surface layer +ENVO:01001415 homogenitus cloud +ENVO:03600042 marine lake water +UBERON:0000930 stomodeum +ENVO:01001803 tropical forest +ENVO:2000001 creosote +ENVO:01000174 forest biome +ENVO:00002869 hay +ENVO:01000033 oceanic pelagic zone biome +ENVO:2100000 anatomical entity environment +UBERON:0001434 skeletal system +UBERON:0010252 1st arch mandibular mesenchyme from neural crest +ENVO:01000098 deep ocean current +ENVO:01001322 estuarine open water lower water column +ENVO:00000443 flood control reservoir +ENVO:01000995 dry river +ENVO:01001780 desert ecosystem +ENVO:01001691 mass of compounded environmental materials +CHEBI:33674 s-block molecular entity +FOODON:00001045 ice cream food product +ENVO:06105012 biota +ENVO:01000332 gravelly slope +ENVO:00000329 phreatic zone +ENVO:00000190 abyssal feature +ENVO:03501241 wind farm +ENVO:01001513 permafrost congelation ice +ENVO:02000123 paint +ENVO:00003968 air filter +UBERON:0004232 lymphatic vessel smooth muscle +ENVO:01000821 photosphere +ENVO:03501103 ambulance +FOODON:00001205 velvet bean (whole, dried) +ENVO:01000639 planetary structural layer +ENVO:01001312 estuarine coastal upper water column +ENVO:01001488 aircraft +CHEBI:37349 phosphorus oxide +CHEBI:24373 glycine derivative +NCBITaxon:3367 Cupressaceae +PCO:0000018 single-species collection of organisms +CHEBI:167559 glycan +ENVO:01001055 environment associated with an animal part or small animal +ENVO:01001712 free atmosphere +ENVO:03501328 fork +ENVO:01000486 building floor +ENVO:03501315 food production environmental monitoring zone 2 +FOODON:03420152 carbohydrate extract, concentrate, or isolate +CHEBI:36962 organochalcogen compound +UBERON:0001353 anal region +CHEBI:24840 inorganic sulfate salt +ENVO:00002203 inorganically enriched sediment +ENVO:00009686 ice rise +ENVO:01000134 hydrothermal fluid +ENVO:04000007 lake water +ENVO:00000066 man-made tunnel +ENVO:01001423 cirrostratus fibratus cloud +CHEBI:58953 saturated fatty acid anion ENVO:00002215 geothermal power plant -UBERON:0011137 axial skeletal system -ENVO:01000908 geothermally heated river -FOODON:03400644 a. primary food commodities of plant origin (ccpr) -ENVO:03501130 school building -UBERON:0003911 choroid plexus epithelium -CHEBI:22984 calcium atom -ENVO:01000862 turbulent aquatic surface layer -UBERON:0002342 neural crest -UBERON:0002075 viscus -ENVO:03501343 first nations reserve -CHEBI:18291 manganese atom -ENVO:00003963 warehouse -CHEBI:79387 trivalent inorganic anion -ENVO:00002045 anaerobic sediment -CHEBI:29412 oxonium -NCBITaxon:2785011 Autobranchia -CHEBI:17245 carbon monoxide -UBERON:0005178 thoracic cavity element -ENVO:01001191 water surface -ENVO:01000107 seasonal marine thermocline -CHEBI:61452 poly(ethylene terephthalate) polymer -UBERON:0001776 optic choroid -PO:0025386 cuticular wax -ENVO:00000214 hadalpelagic zone -UBERON:0003426 dermis adipose tissue -ENVO:03501319 food prossessing non-production area -CHEBI:46679 gruenerite -CHEBI:86471 pyrite -ENVO:01001145 chthonian planet -ENVO:00000298 marine iceberg -UBERON:0003102 surface structure -ENVO:00000508 terrace -ENVO:01000831 droplet -ENVO:01000158 marine snow -ENVO:00003094 L-(+)-tartrate enriched soil -UBERON:0002199 integument -ENVO:03501366 screw conveyor -ENVO:00003045 bacon curing brine -UBERON:0006603 presumptive mesoderm -ENVO:01000552 natural gas -CHEBI:10545 electron -ENVO:00002272 waste treatment plant -ENVO:2000010 bitumous coal -ENVO:00000009 national geopolitical entity -ENVO:01001809 subtropical grassland -ENVO:00002183 oil tank -ENVO:01001076 oxic lake -ENVO:01000132 thermophilic sediment -FOODON:03310006 fermented bean product -ENVO:00000528 ice cap ridge -UBERON:0007010 cleaving embryo -ENVO:00000192 mudflat -ENVO:01001808 montane grassland -FOODON:00001190 rye food product -CHEBI:28685 molybdenum atom -ENVO:02000114 paraffin wax fume -NCBITaxon:1177 Nostoc -ENVO:00000275 ocean trench -ENVO:03501140 chaplaincy unit facility -ENVO:00000033 pond -ENVO:2000006 nest of termite -FOODON:00001221 sausage (raw, smoked) +UBERON:0001016 nervous system +FOODON:03400352 international agency food product type +ENVO:03501149 geriatric intensive care unit facility +CHEBI:33645 acyclic olefin +ENVO:01001653 well-mixed estuary +ENVO:00002116 contaminated soil +CHEBI:13643 glycol +ENVO:00000375 world heritage site +ENVO:00003982 travertine +CHEBI:139120 carotenoid beta-end derivative +ENVO:01001819 cell culturing unit +ENVO:03501347 hotel +NCBITaxon:1301283 Oscillatoriophycideae +CHEBI:36908 argon molecular entity +UBERON:0005564 gonad primordium +ENVO:03520002 high atmospheric level +ENVO:01001068 meteoroid +ENVO:01000979 channel of an intermittent river +ENVO:00000502 container of an intermittent saline lake +CHEBI:35780 phosphate ion +NCBITaxon:70910 Acridomorpha +UBERON:0003852 rhombencephalon neural crest +CHEBI:26932 tetrapyrrole +CHEBI:22160 acetamides +FOODON:03315925 pate +ENVO:00000424 lake island +ENVO:03500017 soldering fumes +ENVO:00005747 compost soil +ENVO:01000506 concrete exterior wall +ENVO:03501249 suspension bridge +ENVO:02000111 copper ore +FOODON:00001010 processed meat food product +ENVO:01000276 ecoregion +ENVO:03501354 steel +ENVO:00000254 till plain +CHEBI:45696 hydrogensulfate +NCBITaxon:1150 Oscillatoriales +ENVO:01000970 delicatessen +ENVO:00000318 high tide zone +NCBITaxon:71274 asterids +ENVO:00000097 desert area +ENVO:00000012 hydrographic feature +ENVO:01000445 disturbed ecosystem +ENVO:01000156 biofilm material +CHEBI:26675 silicic acid +UBERON:0003457 head bone +ENVO:01001562 hydrogel +PCO:1000004 microbial community +NCBITaxon:6993 Orthoptera +ENVO:01000395 temperate sclerophyllous dry forest +ENVO:03501265 public toilet +ENVO:01001310 liquid surface layer +CHEBI:24675 hydroxybenzoate +ENVO:01000245 cropland biome +ENVO:01000355 vegetation layer +ENVO:00005797 lake bottom mud +FOODON:00001258 food (fermented) +ENVO:01001142 iron planet +ENVO:01001159 cirrus homogenitus cloud +ENVO:01001775 blind thrust fault +ENVO:01001607 water current +NCBITaxon:32561 Sauria +ENVO:01001522 fast ice +ENVO:01000942 continental subsurface zone +ENVO:01000528 dry toilet fixture +ENVO:03501341 community health centre +CHEBI:36358 polyatomic ion +CHEBI:134438 titanium oxides +CHEBI:17051 fluoride +CHEBI:18310 alkane +ENVO:03501302 cork +ENVO:00002043 wastewater treatment plant +CHEBI:5686 heterocyclic compound +ENVO:01001482 tornado +ENVO:2000000 chemical product +ENVO:01001029 fecal environment +ENVO:01000042 neritic epipelagic zone biome +FOODON:00001274 egg food product +UBERON:0006003 integumentary adnexa +CHEBI:25017 leucine +NCBITaxon:1890440 Schizotrichaceae +ENVO:01001160 cirrus cloud +CHEBI:23367 molecular entity +ENVO:01000401 tropical mixed needleleaf forest +CHEBI:16189 sulfate +CHEBI:38460 methylindole +CHEBI:33309 noble gas atom +ENVO:01001273 liquid layer +CHEBI:24455 guanosine phosphate +ENVO:00002177 1,4-dioxane contaminated sludge +ENVO:01000701 volcanic ash +UBERON:0007524 dense mesenchyme tissue +ENVO:00001998 soil +ENVO:01001392 mussel gill tissue material +CHEBI:33909 metallotetrapyrrole +ENVO:03000139 ice fog +ENVO:01001847 hoarfrost +ENVO:00000400 cinder cone +FOODON:00001160 pomaceous fruit extract +CHEBI:32876 tertiary amine +ENVO:01001783 liquid surface of an astronomical body +ENVO:01001035 environment determined by a biofilm on a fungal surface +ENVO:00002247 nitisol +ENVO:00003089 testosterone enriched soil +ENVO:01001038 moderately saline water +ENVO:01000512 wooden building roof +CHEBI:82663 elemental iron +ENVO:01001124 giant gas planet +ENVO:00002128 mesophilic sulfur spring +ENVO:03501326 bottle ENVO:03600068 ice wedge -ENVO:00003030 silage -ENVO:01000383 temperate evergreen needleleaf forest -ENVO:00005772 orchard soil -CHEBI:33561 d-block element atom -ENVO:00000071 fault cave -UBERON:0000913 interstitial fluid -ENVO:01001206 grassland ecosystem -CHEBI:30222 neutron -ENVO:00000484 polynya -ENVO:01001462 UNEP-WCMC class 2 mountain -ENVO:01001056 environment determined by a biofilm on a saline surface -ENVO:02000040 mucus material -ENVO:00003919 research station -ENVO:03000082 thermokarst lake -ENVO:01000539 mesosphere -CHEBI:38773 quinolinemonocarboxylate -NCBITaxon:1890449 Microcystaceae -ENVO:03600092 artificial pond -CHEBI:37076 ribonucleoside 5'-triphosphate -UBERON:0007828 girdle bone/zone -ENVO:01001472 marine observatory system -ENVO:00000455 tarn -CHEBI:63732 1,1-diol -UBERON:0006612 shell -CHEBI:33641 olefin -ENVO:01000647 asthenosphere -ENVO:01001538 frost-formed hummock -ENVO:01001676 marine cline -ENVO:01001114 feed storage space -UBERON:0036303 vasculature of central nervous system -ENVO:01000120 clay sediment -UBERON:3000977 body external integument structure -ENVO:01000250 subpolar coniferous forest biome -ENVO:01001785 land -ENVO:03501195 assisted living facility -FOODON:00002196 refined or partially-refined food product -ENVO:01000595 cupboard -ENVO:00000181 nunatak -ENVO:00003894 face cream product -ENVO:01000292 warm polymictic lake -ENVO:01000420 building part -ENVO:00002117 creosote contaminated soil -ENVO:00002168 gold mine -ENVO:00002266 chicken breeding waste material -ENVO:00000555 check dam +CHEBI:27594 carbon atom +ENVO:01000405 respirable suspended particulate matter +CHEBI:30052 copper(0) +ENVO:01000164 root nodule +ENVO:03501138 anaesthetics unit facility +NCBITaxon:8492 Archosauria +CHEBI:33663 cyclic hydrocarbon +ENVO:01000137 organic matter fall +ENVO:01001005 lunar rainbow +ENVO:06105280 silty clay +NCBITaxon:1164880 Oedaleus senegalensis +UBERON:0005426 lens vesicle +ENVO:00000355 monogenetic volcanic field +FOODON:00002787 vetch food product +CHEBI:38201 bacteriochlorophyll +NCBITaxon:2821351 Conifers II +UBERON:0009142 entire embryonic mesenchyme +ENVO:01000560 charcoal UBERON:0002616 regional part of brain -ENVO:03600050 space station -ENVO:00000424 lake island -ENVO:01001269 area of developed space -ENVO:01000485 quartz glass -ENVO:01000390 temperate mixed needleleaf forest -UBERON:0019207 chorioretinal region -CHEBI:49828 praseodymium atom -FOODON:00002450 multi-component honey product -NCBITaxon:2697495 Spiralia -ENVO:03500020 non-lead solder -ENVO:01001144 sub-Earth -CHEBI:166975 soybean oil -NCBITaxon:436491 Theropoda +UBERON:0012360 bone of jaw +CHEBI:17972 ribonucleoside triphosphate +ENVO:01000118 sandy sediment +CHEBI:58072 carbon monoxide(1+) +FOODON:00001190 rye food product +ENVO:03000034 shallow marine sediment +FOODON:00001005 fermenting elaeis palm sap food product +FOODON:00002364 wine or wine-like food product +CHEBI:58941 cyclic tetrapyrrole anion +CHEBI:60160 polyester polymer +CHEBI:46717 sulfide mineral +ENVO:04000008 soil organic matter +CHEBI:33304 chalcogen molecular entity 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-UBERON:0000476 acellular anatomical structure +ENVO:03605004 epipsammon +ENVO:01000163 photophore +ENVO:03000075 shuga +ENVO:06105026 granule of plastic foam +FOODON:00001747 cocoa beverage +ENVO:00000287 butte +FOODON:00001089 corn flour food product +FOODON:03400361 agency food product type +UBERON:0000173 amniotic fluid +FOODON:00001165 solanaceous food product +NCBITaxon:32524 Amniota +FOODON:00001164 tomato food product +ENVO:06105104 mesoplastic particle +CHEBI:35293 fused compound +ENVO:00000396 marine channel +PO:0025387 plant cuticle proper +ENVO:01001127 ice giant +CHEBI:143005 ultra-long-chain fatty acid anion +UBERON:0000477 anatomical cluster +UBERON:0035965 wall of blood vessel +CHEBI:63732 1,1-diol +CHEBI:35296 ortho-fused polycyclic arene +UBERON:0003462 facial bone +UBERON:0011860 collection of collagen fibrils +CHEBI:35716 C-nitro compound +CHEBI:2571 aliphatic alcohol +ENVO:03510036 rock dust +ENVO:00002197 saline water aquarium +UBERON:0011779 nerve of head region 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contaminated water +FOODON:00004156 velvet bean food product +CHEBI:23982 ethanols +ENVO:01000745 area of perennial snow ENVO:00000162 tea plantation -ENVO:01000507 iron sheet -ENVO:01001340 semi-diurnal marine tidal flow zone -NCBITaxon:35493 Streptophyta -UBERON:0003304 mesoderm blood island -ENVO:01000755 aeroform -CHEBI:62967 amorphous cellulose -UBERON:0002020 gray matter -FOODON:00001079 food (pickled) -ENVO:00002131 epilimnion -ENVO:01000524 outhouse -UBERON:8450002 excretory system -FOODON:00001009 hot dog -ENVO:02000027 blood plasma material -UBERON:0009472 axilla -ENVO:00000473 gravel pit -FOODON:03315150 mammalian milk product -ENVO:01001524 frozen land -CHEBI:58072 carbon monoxide(1+) -UBERON:0005358 ventricle of nervous system +ENVO:00000184 hanging valley +CHEBI:17029 chitin +UBERON:0000161 orifice +UBERON:0006612 shell +ENVO:01000463 hydraulic cement +ENVO:03501127 conference venue +ENVO:00002054 chalk +ENVO:01000128 dilution basin mediterranean sea biome +ENVO:01001285 talc dust +FOODON:00001040 chicken meat food product +CHEBI:27283 very long-chain fatty acid +UBERON:0005256 trunk mesenchyme +ENVO:01000479 lime plaster +UBERON:0000349 limbic system +ENVO:01000930 ecological corridor +ENVO:00002229 arenosol +ENVO:03501331 healthcare environment +ENVO:06105102 megaplastic particle +ENVO:01001283 aluminium dust +UBERON:0004128 optic vesicle +ENVO:01000822 planetary photic zone +FOODON:00001127 cow milk cheese +ENVO:01000525 rock intrusion +ENVO:01000767 illegal settlement ENVO:01001411 nimbostratus cloud -ENVO:03501303 natural-based polymer -NCBITaxon:4436 Batis maritima -ENVO:00000153 headwater -CHEBI:16301 nitrite -CHEBI:29237 deuterium atom -ENVO:03000063 new ice -ENVO:00002171 hay compost -CHEBI:33345 titanium group element atom -ENVO:01001160 cirrus cloud -ENVO:03501320 food production low-risk contamination area -UBERON:0003566 head connective tissue -CHEBI:46661 asbestos -CHEBI:36934 nitrogen-15 atom -FOODON:03315302 cocoa food product +CHEBI:33498 actinoid molecular entity +CHEBI:46721 carbonate salt +ENVO:00000013 cave system +ENVO:01000941 planetary subsurface zone +ENVO:00002213 anaerobic sludge blanket reactor +FOODON:00002275 steeped beverage product +ENVO:00003064 drinking water +ENVO:01000609 motor boat +NCBITaxon:1205 Trichodesmium +CHEBI:33620 aluminium molecular entity +CHEBI:38101 organonitrogen heterocyclic compound +CHEBI:33482 sulfur oxoanion +ENVO:01001458 mist +ENVO:1000749 microcontinental island +ENVO:00002193 pulp-bleaching waste water +CHEBI:26079 phosphoric acid derivative +CHEBI:18367 phosphate(3-) +ENVO:03501337 temple +ENVO:01001551 ice lead +ENVO:06105272 loamy sand +ENVO:00000021 freshwater lake +ENVO:03501191 physiotherapy clinic +ENVO:03501236 business park +ENVO:01000036 oceanic mesopelagic zone biome +CHEBI:26820 sulfates +ENVO:03501298 stable bandage +ENVO:01000608 boat +CHEBI:50795 nanostructure +CHEBI:33400 platinum(0) +ENVO:0010003 agricultural environmental material +BFO:0000027 object aggregate +FOODON:00001178 honey food product +ENVO:00000382 lake shore +CHEBI:18059 lipid +ENVO:01000136 drop stone +FOODON:00001011 milk formula food product +ENVO:03510058 pharmaceutical ink +CHEBI:53448 methyl cellulose +ENVO:03501260 sewing table +ENVO:0010162 dry stream valley +ENVO:00000565 sports facility +UBERON:0009584 1st arch mandibular mesenchyme +PO:0025029 shoot axis +ENVO:01001485 multiple vortex tornado +ENVO:06105211 runoff +PO:0025430 phyllome anlagen +UBERON:0006598 presumptive structure +ENVO:01001314 estuarine coastal lower water column +ENVO:03510010 dye +CHEBI:18139 trimethylamine +ENVO:01000921 closed animal house +NCBITaxon:117570 Teleostomi +FOODON:00001158 pomaceous fruit food product +ENVO:00003967 creamery +ENVO:03600038 experimental forest ecosystem +UBERON:3000961 external integument structure +ENVO:01000446 ravine +ENVO:01000514 tile +ENVO:03510006 diesel fuel +UBERON:0004297 respiratory system blood vessel smooth muscle +ENVO:03510022 resin (gum) varnish +CHEBI:33747 nickel group molecular entity +ENVO:03510027 enamel thinner +FOODON:00001200 cowpea (pulse) food product +ENVO:01001652 atmospheric aerosol +ENVO:00000175 karst +ENVO:00000256 floodway +CHEBI:49991 elemental argon +FOODON:00001080 tape kefan food product +ENVO:03510062 aqueous inkjet printer ink +ENVO:03000002 firn +ENVO:03501293 tote bag +ENVO:00003093 poly-beta-hydroxybutyrate enriched soil +FOODON:00002158 food (preserved) +NCBITaxon:436880 Chortoicetes +ENVO:00002052 iron meteorite +NCBITaxon:197562 Pancrustacea +FOODON:00001256 dairy food product +UBERON:0006905 mandibular process mesenchyme +ENVO:00000546 lake sediment +CHEBI:33372 neodymium atom ENVO:00003086 ethanol enriched soil -ENVO:00000499 trough -ENVO:01001788 marine ecosystem -ENVO:00000223 continental shelf -ENVO:00000556 wing dam -NCBITaxon:1206795 Lophotrochozoa -ENVO:03501206 shopping center -ENVO:01001409 altocumulus cloud -ENVO:00000038 lagoon -ENVO:01000596 clock -CHEBI:53310 copolymer macromolecule -CHEBI:38252 phorbines -ENVO:01000234 mafic lava -NCBITaxon:13468 Cupressus -ENVO:00000331 stalactite -ENVO:02000126 wood ash -ENVO:00005780 greenhouse soil -UBERON:0007688 anlage -NCBITaxon:169705 Cocoseae -FOODON:00001261 vegetable food product -ENVO:00000036 irrigation canal -CHEBI:82664 iron(0) -ENVO:00000390 mountain spur -ENVO:02000090 ash -ENVO:01001869 fracking liquid -FOODON:00001222 sausage (raw) -ENVO:03501112 public bus -ENVO:03501129 educational facility -UBERON:0006596 presumptive blood -CHEBI:22314 alkali metal atom -CHEBI:140503 kaolin -ENVO:00000520 landslide -UBERON:0002481 bone tissue -ENVO:03501281 bowling alley -ENVO:01000018 gravel -NCBITaxon:6548 Mytilus -ENVO:00000386 river mouth -ENVO:01000642 outer planetary core -NCBITaxon:436489 Saurischia -ENVO:00000292 watershed +UBERON:0009479 ectoderm of buccopharyngeal membrane +ENVO:00000158 causeway +ENVO:01001190 brown sea ice +ENVO:01000957 double tree line ecotone +ENVO:01000912 cloud condensation nucleus +NCBITaxon:2881377 Pseudanabaenales +CHEBI:47032 1,4-dioxane +CHEBI:37407 cyclic ether +CHEBI:17045 dinitrogen oxide +ENVO:00000551 endorheic basin +FOODON:03310006 fermented bean product +ENVO:01000123 marine sponge reef biome +ENVO:01000350 autoclaved sand +ENVO:01001789 freshwater ecosystem +FOODON:00001032 swiss cheese food product +FOODON:00001035 new zealand cheddar cheese food product +ENVO:00000561 military training area +ENVO:01001268 urban stormwater +FOODON:03303220 dessert food +ENVO:01001092 tectonic lake +FOODON:03302082 beef (dehydrated) +ENVO:01000542 ozone layer +ENVO:06105110 manufactured plastisphere +ENVO:00000517 lost stream +CHEBI:26398 purine ribonucleoside triphosphate +NCBITaxon:1890450 Aphanothecaceae +UBERON:0036925 wall of eyeball +ENVO:01001704 subpolar environment +NCBITaxon:6960 Hexapoda +ENVO:01001609 cryospheric layer +CHEBI:33485 chalcogen oxoanion +ENVO:03600014 pipeline network +CHEBI:73113 divinyl chlorophyll a +ENVO:00005792 underground water +ENVO:00000481 pinnacle +UBERON:0003456 respiratory system lymphatic vessel +CHEBI:24436 guanidines +ENVO:00000118 coconut plantation +ENVO:01001065 meteorite lake +ENVO:01001118 heat-treated animal manure +UBERON:0005156 reproductive structure +CHEBI:50402 androstanoid +ENVO:00000205 permanent spring +ENVO:01000175 woodland biome +FOODON:00001285 goose meat food product +UBERON:0036215 anatomical surface region +ENVO:06105106 plastisphere +ENVO:01000853 marl +ENVO:01000258 fluid cline +NCBITaxon:2785011 Autobranchia +ENVO:01000804 astronomical object +ENVO:01000315 acidic environment +ENVO:01001470 observatory system +ENVO:00000415 raised beach +UBERON:0013685 foramen of skull +ENVO:00000493 obsequent stream +ENVO:01000468 fence +NCBITaxon:35493 Streptophyta +ENVO:01000828 humid air +CHEBI:17792 organohalogen compound +ENVO:03501299 charcuterie shop +FOODON:00001175 plant stem food product +ENVO:01001237 humic kerogen +UBERON:0011138 postcranial axial skeletal system 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Euarchontoglires +ENVO:02000003 pockmark field +FOODON:03400213 fudge (us cfr) +UBERON:0002539 pharyngeal arch +NCBITaxon:13100 Juniperus +ENVO:03000021 soot +ENVO:00000203 rift lake +ENVO:01000157 microbial mat material +ENVO:03501155 intensive care unit room +UBERON:0000019 camera-type eye +CHEBI:32594 barium atom +CHEBI:23114 chloride salt +ENVO:01000990 sink fixture +UBERON:0010707 appendage girdle complex +ENVO:01000216 montane shrubland biome +FOODON:00001118 cattle dairy food product +ENVO:03501247 humpback bridge +ENVO:00002112 gold mine drainage +ENVO:00002132 metalimnion +CHEBI:37395 mucopolysaccharide +UBERON:0006595 presumptive endoderm +CHEBI:33833 heteroarene +ENVO:03501172 physiotherapy unit facility +NCBITaxon:3699 Brassicales +ENVO:01001497 carbonate system of ocean water +ENVO:01001534 tabular iceberg +CHEBI:83811 proteinogenic amino acid derivative +FOODON:00001094 fermented beverage +ENVO:01000260 nutricline within a water body +ENVO:03600047 raceway pond 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shelf-slope/shelf-break front +UBERON:0000485 simple columnar epithelium +ENVO:00000887 large river biome +ENVO:01000273 lime mudstone CHEBI:26523 reactive oxygen species -ENVO:01000265 hydrothermal seep -UBERON:0010259 1st arch mesenchyme from neural crest -ENVO:03400013 falling snow -ENVO:01000286 dimictic lake -FOODON:00001206 lupin seed food product -FOODON:00001162 grape extract -ENVO:01000368 anchialine pool -FOODON:00001031 gorgonzola cheese food product -ENVO:01000611 bus -ENVO:00000002 anthropogenic geographic feature -CHEBI:27364 zinc molecular entity -ENVO:01001873 hatchery -ENVO:03501212 handrail -UBERON:0000077 mixed endoderm/mesoderm-derived structure -UBERON:0010323 cranial skeletal system -CHEBI:33861 transition element coordination entity -UBERON:0004151 cardiac chamber -ENVO:00000477 mount -UBERON:0001242 intestinal mucosa -ENVO:0010001 anthropogenic environmental material -ENVO:01001848 rime -ENVO:01001135 desert planet -FOODON:00002645 food product by process 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beer wort food product +ENVO:03600063 tube well +FOODON:00002316 tomato juice food product +ENVO:01000285 holomictic lake +ENVO:01000599 river water +FOODON:00001214 candy food product +CHEBI:26562 ribose phosphate +ENVO:01000533 covered pit latrine with slab floor +ENVO:01001320 fresh water body +ENVO:00000550 range of seamounts +FOODON:00002664 lipid food product +FOODON:00001038 pork meat food product +ENVO:00004683 karst field +ENVO:01000491 glass building floor +ENVO:00000321 joint-plane cave +ENVO:00000336 doline karst +PCO:0000001 population of organisms +UBERON:0002424 oral epithelium +FOODON:00001221 sausage (raw, smoked) +ENVO:00000108 meadow ecosystem +ENVO:01000109 marine warm-water sphere +ENVO:00000437 Nye channel +ENVO:00002007 sediment +FOODON:03401061 50190000 - prepared/preserved foods (gs1 gpc) +ENVO:01000102 cold surface current +ENVO:04000011 bare soil surface layer +UBERON:0004471 musculature of pectoral girdle +ENVO:01000165 trophosome +FOODON:00002175 prepared hen egg product +CHEBI:33676 d-block molecular entity +FOODON:00001867 food dressing product +ENVO:01000326 deep chlorophyll maximum layer +CHEBI:46681 anthophyllite +UBERON:1100000 digestive tract junction +ENVO:01000363 erosional cave +CHEBI:33673 zinc group molecular entity +ENVO:00002450 ocean basin +ENVO:03501306 mylar +ENVO:00003860 pig manure +ENVO:01001042 sterile water environment +ENVO:00000350 somma volcano +UBERON:0014703 anal membrane ectodermal component +ENVO:00000476 lake inlet +ENVO:00000554 saddle dam +ENVO:00000088 sea cliff +ENVO:00002195 pyritic acid mine drainage +ENVO:03600060 touchscreen +ENVO:02000023 bile material +ENVO:00000566 winter sports facility +ENVO:03600074 aquaculture farm +ENVO:03501318 hygienic food production area +FOODON:00001065 blue cheese food product +ENVO:01000492 dung building floor +UBERON:0002535 gill +FOODON:00001218 bee food product +ENVO:00005773 pasture soil +ENVO:01000435 montane forest +UBERON:0005283 tela choroidea +ENVO:00000059 underground river +CHEBI:15422 ATP +ENVO:01001689 mass of gas +UBERON:0002405 immune system +ENVO:03501297 meat processing plant +FOODON:00001131 poultry meat food product +ENVO:00000457 plateau glacier +ENVO:00000009 national geopolitical entity +FOODON:00001023 mammalian milk butter +CHEBI:26710 sodium chloride +ENVO:01000236 basalt +ENVO:01001381 oceanic mussel reef +ENVO:01000330 cypress strand swamp +FOODON:00001153 muskmelon (Cucumis melo) fruit food product +ENVO:00002012 hypersaline water +CHEBI:29067 carboxylic acid anion +NCBITaxon:2759 Eukaryota +ENVO:00002241 leptosol +ENVO:01000275 structural basin +ENVO:01000620 mesocosm +ENVO:01000471 ceiling +ENVO:00000027 spring +ENVO:01001030 environment determined by a metazoan secretion +ENVO:01000139 animal carcass fall +ENVO:01000281 layer +CHEBI:29075 mononucleotide +ENVO:01001490 intrusion +ENVO:01001412 stratocumulus cloud +ENVO:00000464 artificial harbor +ENVO:03600079 shredder +FOODON:03400861 prepared food product (eurofir) +FOODON:00001056 flour food product +ENVO:00002222 food shop +ENVO:01001614 ice-bearing permafrost +CHEBI:33250 atom +ENVO:03500009 attractive environment +ENVO:2000010 bitumous coal +ENVO:03501311 environmental monitoring area +ENVO:01000232 felsic lava +ENVO:01000826 open eaves +CHEBI:33327 silicon oxide +ENVO:00000334 syngenetic karst +ENVO:00005760 burned soil +ENVO:00000296 rice field +FOODON:00001777 cow milk dessert +ENVO:03600093 artificial satellite +ENVO:00003893 cosmetic product +ENVO:01000641 planetary core +ENVO:2000011 anthracite +ENVO:00000492 resequent stream +CHEBI:36388 saturated organic heterocyclic parent +UBERON:0003911 choroid plexus epithelium +UBERON:0010046 entire pharyngeal arch associated mesenchyme +ENVO:01001313 estuarine coastal pycnocline +ENVO:00000407 subglacial volcano +ENVO:01001674 lysocline +ENVO:03501284 dryer +ENVO:00000332 doline +ENVO:00005746 savanna soil +ENVO:00000173 rocky desert +ENVO:01001106 landslide lake +ENVO:00000451 amenity lake +ENVO:00000250 medial moraine NCBITaxon:436492 Coelurosauria -CHEBI:16646 carbohydrate -ENVO:00000437 Nye channel -CHEBI:36309 cyclic tetrapyrrole -ENVO:01001718 secondary cold front -ENVO:01000991 bathtub fixture -CHEBI:29125 arsenate(3-) -ENVO:01001419 cumulonimbus cloud -ENVO:03501147 general surgery unit facility -CHEBI:46664 chrysotile +BFO:0000040 material entity +ENVO:01001155 astrogeological gas +ENVO:00000233 swamp ecosystem +ENVO:01001684 interface layer +UBERON:0012475 skeleton of pectoral complex +UBERON:0003260 endoderm of hindgut +ENVO:01000722 meltwater +ENVO:00000252 terminal moraine +UBERON:0005944 axial skeleton plus cranial skeleton +UBERON:0009881 anterior lateral plate mesoderm +NCBITaxon:33208 Metazoa +ENVO:01000198 mixed forest biome +UBERON:0000328 gut wall +ENVO:03600069 nest of alligator +CHEBI:33653 aliphatic compound +ENVO:01000686 marine water mass +ENVO:01000292 warm polymictic lake +FOODON:00001187 sorghum food product +ENVO:01001231 kerogen +ENVO:03501196 group home facility +ENVO:01001230 tropical marginal sea biome +ENVO:00000277 dry lake +NCBITaxon:7776 Gnathostomata +ENVO:03000118 atmosphere and water column exposed melt pond +ENVO:01000972 take-out restaurant +ENVO:01000192 tropical grassland biome +FOODON:00004242 animal food product +CHEBI:35404 chromate(2-) +ENVO:00002047 urine material +ENVO:01001116 bovine dairy liquid manure +ENVO:03510024 lacquer +ENVO:01001301 aquatic estuarine layer +UBERON:0003566 head connective tissue +CHEBI:25477 naphthalenes +ENVO:01001624 glacial bed +ENVO:03000133 agricultural potting mixture +CHEBI:16454 pantothenate +ENVO:00000075 bridge +ENVO:01000800 planet +ENVO:06105011 water column +CHEBI:22256 adenosine phosphate +CHEBI:36352 neutrino +ENVO:03501130 school building +CHEBI:26833 sulfur atom +ENVO:01001694 isohaline surface +ENVO:01000220 tropical woodland biome +ENVO:01000180 tundra biome +ENVO:01000131 mesophilic sediment +UBERON:0010339 1st arch mandibular mesenchyme from head mesenchyme +CHEBI:35294 carbopolycyclic compound +ENVO:01000610 motor +FOODON:00001073 vinegar food product +UBERON:0004119 endoderm-derived structure +ENVO:01001144 sub-Earth +ENVO:01000113 suspended sediment +ENVO:01000989 plumbing fixture +CHEBI:34970 saxitoxin +UBERON:0000162 cloaca +CHEBI:33285 heteroorganic entity +CHEBI:47909 3-oxo-Delta(4) steroid +ENVO:01001318 estuarine tidal riverine coastal upper water column +ENVO:00002221 shop +ENVO:00000092 sea beach +ENVO:01000086 coastal buoyancy current front +CHEBI:66933 N-alkylglycine +UBERON:0004537 blood vasculature +ENVO:01000687 coast +ENVO:01000856 temperate marginal sea biome ENVO:01000210 tropical coniferous forest biome -ENVO:00002138 beach sand -NCBITaxon:28073 Lyngbya -ENVO:01000571 cold-blast paraffin lantern -NCBITaxon:7004 Locusta migratoria -ENVO:01001279 sidewalk -UBERON:0007383 enveloping layer of ectoderm -CHEBI:33266 diatomic nitrogen -ENVO:00000395 channel of a watercourse -ENVO:01000157 microbial mat material +ENVO:00003032 fresh animal manure +NCBITaxon:91888 lamiids +CHEBI:33842 aromatic annulene +UBERON:0003084 heart primordium +CHEBI:24866 salt +UBERON:0003059 presomitic mesoderm +UBERON:0005253 head mesenchyme +ENVO:00005796 marine sludge +ENVO:01001474 astronomical observatory system +ENVO:00000515 road cut +ENVO:01000313 anthropogenic environment +CHEBI:33300 pnictogen +UBERON:0000468 multicellular organism +UBERON:0003102 surface structure +ENVO:01000097 surface convergence +ENVO:00000100 valley +ENVO:00002256 regosol +CHEBI:33848 polycyclic arene +ENVO:01000200 tropical broadleaf forest biome +ENVO:00000152 anabranch +CHEBI:35366 fatty acid +ENVO:03600067 neonatal intensive care unit +CHEBI:17087 ketone +NCBITaxon:1162 Nostocaceae +CHEBI:25248 methyl ester +ENVO:01000973 kiosk +UBERON:0001970 bile +ENVO:00000302 rift valley +ENVO:01000092 equatorial upwelling front +CHEBI:29241 silicate(4-) +FOODON:00001879 frozen dairy food product +CHEBI:24828 indoles +ENVO:01001044 soil environment +ENVO:01001300 area of low atmospheric pressure +ENVO:01000685 water mass +UBERON:0002199 integument +CHEBI:33415 elemental carbon +UBERON:0005061 neural groove +ENVO:00003908 poultry deep litter +FOODON:00001262 botanical fruit food product +ENVO:01000054 marine basaltic hydrothermal vent biome +ENVO:03510025 paint thinner +CHEBI:50558 monoatomic uranium +NCBITaxon:41944 Myrtales +ENVO:01001357 desert +CHEBI:35350 hydroxy steroid +ENVO:01000836 water-based cloud droplet +ENVO:01001515 freshwater congelation ice +FOODON:00001069 fermented fruit food product +ENVO:01000480 glass +ENVO:00000068 tunnel +ENVO:01000590 mattress +ENVO:01000645 solid planetary core +ENVO:01000823 illuminated biosphere part +ENVO:01000213 subtropical shrubland biome +CHEBI:24532 organic heterocyclic compound +FOODON:00001090 sour milk beverage +ENVO:01000037 oceanic bathypelagic zone biome +UBERON:0004274 lateral ventricle choroid plexus epithelium +ENVO:01000269 siltstone +UBERON:0000456 secretion of exocrine gland +ENVO:01001800 tropical moist broadleaf forest +ENVO:03501141 coronary care unit facility +UBERON:0013702 body proper +ENVO:01001308 hydroform +FOODON:00001696 cattle cured meat food product +UBERON:0001007 digestive system +ENVO:01000963 diatomite particle +ENVO:01001002 animal-associated environment +ENVO:06105003 thermoplastic material +FOODON:00001008 liver paste +ENVO:01000493 stone building floor +ENVO:00000499 trough +ENVO:01001555 frozen lead +ENVO:00003869 straw +ENVO:01000945 primary microplastic particle +ENVO:03501290 supermarket +ENVO:02000040 mucus material +ENVO:01000024 marine benthic biome +ENVO:03000115 perennial snow patch +ENVO:01000179 desert biome +ENVO:00000541 brackish pond +ENVO:01000322 brackish water environment +ENVO:01001369 tidal mangrove shrubland +ENVO:00000320 crevasse +ENVO:00000518 ditch mouth +ENVO:00000473 gravel pit +ENVO:00003965 anaerobic digester sludge +CHEBI:46683 actinolite +ENVO:01001200 anthropised terrestrial environmental zone +UBERON:0010316 germ layer / neural crest +ENVO:01001047 non-saline planetary subsurface environment +ENVO:01001057 environment associated with a plant part or small plant +UBERON:0011642 oral epithelium from ectoderm +ENVO:03000145 snow-covered land +ENVO:01001650 light fraction material +ENVO:01000598 freshwater spring +NCBITaxon:4435 Batis +ENVO:00003090 kynurenate enriched soil +ENVO:01001088 aerosolised liquids +CHEBI:35156 calcium salt +ENVO:01000372 household waste material +CHEBI:38180 polycyclic heteroarene +ENVO:03600041 marine lake +CHEBI:49986 elemental krypton +ENVO:00000458 valley glacier +ENVO:01001076 oxic lake +ENVO:01001745 quasi-stationary front +ENVO:01001193 water-based planetary surface +ENVO:03501137 hospital unit facility +ENVO:01000546 exosphere +UBERON:0005629 vascular plexus +ENVO:03600005 electrical switch +NCBITaxon:6101 Anthozoa +UBERON:0003350 epithelium of mucosa +ENVO:2000041 solar power station +PO:0000112 shoot axis epidermis +ENVO:06105103 macroplastic particle +ENVO:01000565 lantern +CHEBI:16474 NADPH +ENVO:01000338 litter layer +CHEBI:33702 polyatomic cation +ENVO:01000637 outer space +ENVO:01000384 tropical lowland evergreen broadleaf rain forest +ENVO:00000526 cliff cleft +ENVO:00000141 bank +CHEBI:33499 uranium molecular entity +FOODON:00001193 fonio food product +ENVO:01000672 geological joint +ENVO:01001528 friable-frozen soil +NCBITaxon:58023 Tracheophyta +UBERON:0036253 orifice of skull +ENVO:03501206 shopping center +ENVO:01001061 caldera lake +ENVO:01000732 clastic dike +ENVO:01000797 gaseous environmental material +ENVO:02000041 lymph material +ENVO:03501242 desert island +ENVO:00005768 orchid soil +CHEBI:16701 nucleoside 5'-phosphate +UBERON:0019269 gray matter of diencephalon +ENVO:00000137 coastal inlet +ENVO:01000316 alkaline environment +FOODON:00001194 dry pea food product +ENVO:00000019 saline lake +UBERON:0011363 cranial lymph vasculature +ENVO:03501124 airport concourse +FOODON:03315150 mammalian milk product +ENVO:01000383 temperate evergreen needleleaf forest +UBERON:0010427 ciliary processes +ENVO:03501324 latex +NCBITaxon:6545 Pteriomorphia +ENVO:01001558 area of seasonal sea ice +ENVO:01000352 field +ENVO:01000408 environmental zone +UBERON:0000022 feather +ENVO:01000607 animal-drawn cart +NCBITaxon:314293 Simiiformes +ENVO:00003930 scum +FOODON:03400874 GS1 Global Product Classification (GPC) +ENVO:03501345 temporary residence +ENVO:2100005 face skin environment +UBERON:0003133 reproductive organ +FOODON:00001151 citrus fruit food product +CHEBI:33719 alpha-amino-acid cation +UBERON:0010077 cuboidal epithelium +ENVO:01000286 dimictic lake +ENVO:00000048 navigation canal +ENVO:00010621 medical instrument +UBERON:0010912 subdivision of skeleton +UBERON:0003056 pre-chordal neural plate +UBERON:0009472 axilla +ENVO:03400009 falling sleet +CHEBI:39285 chloropicrin +FOODON:00002262 soybean condiment +ENVO:00005776 peaty paddy field soil +ENVO:00000032 bay +ENVO:06105269 desalinated water +ENVO:00000398 volcanic cone +CHEBI:16301 nitrite +ENVO:02000137 nuclear power reactor ENVO:03600000 cleanroom -UBERON:0006240 future forebrain -ENVO:00000432 monadnock -ENVO:01001324 estuarine tidal riverine coastal pycnocline -ENVO:01000734 laccolith -ENVO:01000889 area of lichen-dominated vegetation -NCBITaxon:4447 Liliopsida +NCBITaxon:33392 Endopterygota +CHEBI:33661 monocyclic compound +ENVO:00000312 sandur +UBERON:0005291 embryonic tissue +ENVO:03520004 cloud base +NCBITaxon:8457 Sauropsida +ENVO:00000109 woodland area +ENVO:00001997 acid mine drainage +ENVO:01000733 stock +ENVO:00000222 oceanic island +ENVO:01000781 public building +ENVO:03501165 oncology unit facility +ENVO:01000046 marginal sea biome +ENVO:00000033 pond +ENVO:01000908 geothermally heated river +ENVO:01001821 hydrothermally-influenced sediment +FOODON:00001275 hen egg food product +ENVO:06105107 marine anthropogenic litter +UBERON:0005985 coronary vessel +ENVO:2000006 nest of termite +ENVO:00000149 artificial reef +ENVO:06105013 marine biota +ENVO:01000537 atmospheric ozone +CHEBI:35789 oxo steroid +FOODON:00001251 avian food product +CHEBI:30225 positron +CHEBI:22984 calcium atom +ENVO:02000135 fast neutron reactor +CHEBI:26393 purine nucleoside triphosphate +ENVO:01000270 claystone +ENVO:01001874 poultry hatchery +UBERON:8480025 skin of clavicle region +ENVO:02000035 oronasal secretion material +ENVO:01001135 desert planet +UBERON:0000344 mucosa +ENVO:00005784 spruce forest soil +CHEBI:33424 sulfur oxoacid derivative +ENVO:00000505 underground irrigation canal ENVO:03000128 acidic water-based rain -UBERON:0004177 hemopoietic organ -ENVO:01000248 dense settlement biome -CHEBI:33582 carbon group molecular entity -ENVO:01001002 animal-associated environment -ENVO:00000856 city -ENVO:00000087 cliff -ENVO:01001178 pasturable land +ENVO:03600052 water tap +ENVO:01001111 fossil worm burrow +ENVO:01000271 clastic sedimentary rock +ENVO:01000884 area of developed space with low usage intensity +NCBITaxon:7705 Holothuroidea +ENVO:00000030 dead cave +ENVO:01001649 heavy fraction material +ENVO:01001202 alluvium +ENVO:01001838 arid biome +CHEBI:35681 secondary alcohol +UBERON:3000972 head external integument structure +ENVO:01001351 ice decumulation zone +ENVO:02000046 calcareous ooze +FOODON:00001296 sheep milk cheese (unpasteurized) +ENVO:01000923 petting zoo +NCBITaxon:3313 Pinidae +ENVO:02000049 coastal water body +CHEBI:35196 nitrogen oxide +ENVO:01001837 subalpine biome +CHEBI:139292 chlorophyllide(2-) +UBERON:4100000 skeletal element projection +ENVO:00000444 woodland clearing +FOODON:00001148 potato food product +NCBITaxon:1161 Nostocales +ENVO:03501159 neonatal unit facility +ENVO:01001799 tropical dry broadleaf forest +ENVO:00000562 park +ENVO:00000195 sinkhole +UBERON:0001778 ciliary epithelium +CHEBI:28685 molybdenum atom +ENVO:00000533 landfill +CHEBI:50325 proteinogenic amino-acid side-chain group +ENVO:00002164 fossil material +CHEBI:61642 polystyrene polymer +ENVO:01000000 humus +ENVO:00000418 ria +ENVO:01001226 terrestrial natural environment +CHEBI:36343 composite particle +UBERON:0004756 dermal skeletal element +UBERON:0001262 wall of intestine +ENVO:01000169 indeterminate root nodule active meristem +CHEBI:26816 carbohydrate phosphate +ENVO:02000026 chyme material +CHEBI:63299 carbohydrate derivative +UBERON:0000063 organ subunit +ENVO:01000735 lopolith +ENVO:01000150 marine subtidal rocky reef +ENVO:01000922 animal cage +ENVO:01001263 area designated for human defecation +ENVO:03510011 leather dye +ENVO:01000240 conifer woodland +UBERON:0017650 developing mesenchymal structure +OBI:0100026 organism +ENVO:01001051 environment determined by a biofilm on a non-saline surface +CHEBI:43474 hydrogenphosphate +FOODON:03430109 food (liquid, low viscosity) +ENVO:01000659 igneous intrusion +ENVO:03000069 young ice +ENVO:00002198 fresh water aquarium +ENVO:02000008 cell culture +ENVO:03501111 public transit system +ENVO:01000002 water well +ENVO:00000383 stream bed +FOODON:00001019 wort food product +FOODON:00001006 mammalian meat food product +ENVO:01000366 talus cave +ENVO:00002134 anaerobic stream sediment +CHEBI:23117 chlorine molecular entity +NCBITaxon:37267 Cyrtacanthacridinae +ENVO:01001479 fluid astronomical body part +ENVO:2000042 ocean thermal power station +ENVO:00002275 technosol +ENVO:00002125 anaerobic dechlorinating bioreactor +FOODON:03420244 mammalian milk whey +CHEBI:33670 heteromonocyclic compound +CHEBI:51584 metallophthalocyanines +ENVO:00000389 intermittent wetland +ENVO:01000385 temperate deciduous broadleaf forest +ENVO:01000007 organic object formed through microbial activity +UBERON:0001898 hypothalamus +FOODON:03400801 seafood or related product (eurofir) +ENVO:00000531 ice cap depression +UBERON:0000064 organ part +FOODON:00001142 maize (corn) food product +ENVO:03501263 hand tool +ENVO:01001582 forest floor +ENVO:01000814 solid environmental material +ENVO:01000211 temperate coniferous forest biome +ENVO:02000150 uranium deposit +UBERON:0010312 immature eye +ENVO:01000663 pumice +ENVO:01000809 minor planet +ENVO:01001356 volcanic crater zone +UBERON:0002201 vasculature of trunk +UBERON:0001085 skin of trunk +UBERON:0000061 anatomical structure +CHEBI:49990 monoatomic argon +PO:0000037 shoot axis apex +UBERON:0012274 columnar epithelium +ENVO:03500018 solder +FOODON:03400257 fruit or vegetable product (us cfr) +FOODON:00003341 brassica food product +ENVO:01000578 cassette player +ENVO:01001284 barium dust +NCBITaxon:33090 Viridiplantae +ENVO:00000315 bajada +CHEBI:25741 oxide +ENVO:01000101 warm surface current +ENVO:01000321 sea water environment +ENVO:01001682 air mass +ENVO:00000463 harbour +ENVO:00000239 pocasin +ENVO:06105112 synthetic plastic +ENVO:03600081 cloud water +ENVO:02000032 vitreous humor material +FOODON:00001103 fermented agave beverage +ENVO:01001222 commercial building +CHEBI:26835 sulfur molecular entity +ENVO:02000028 ear wax material +UBERON:0036017 regurgitated substance +CHEBI:23906 monoatomic cation +ENVO:03501233 warehouse +UBERON:0010719 girdle skeleton +ENVO:01000744 human dwelling +CHEBI:50594 carbon nanotube +ENVO:01000439 andesitic volcano +FOODON:00001184 algal food product +ENVO:00003927 stable manure +ENVO:03600020 tailings dam +CHEBI:27338 xylene +FOODON:00001288 cantaloupe fruit food product +ENVO:01000833 water droplet +ENVO:00002926 warm seep +FOODON:03400845 coffee, tea, cocoa or infusion (eurofir) +CHEBI:33324 strontium atom +NCBITaxon:1437180 Acrogymnospermae +ENVO:00002000 slope +CHEBI:24636 proton +ENVO:03400013 falling snow +ENVO:01001391 gill tissue material +ENVO:01001177 arable land +ENVO:03600003 drinking water pipeline network +CHEBI:38104 oxacycle +UBERON:0011585 cell condensation +FOODON:00001106 camelid dairy food product +ENVO:01001809 subtropical grassland +ENVO:01000845 crystal +ENVO:00000544 leat +CHEBI:16670 peptide +ENVO:00002258 loam +ENVO:01000644 liquid planetary core +ENVO:01000302 outcrop +CHEBI:37602 allenes +ENVO:01000233 intermediate lava +UBERON:8410024 intestinal junction +ENVO:2000002 industrial wastewate treatment plant +FOODON:00002141 plant fruit as vegetable food product +ENVO:01001668 atmospheric frontal zone +FOODON:00001223 sausage (dried, fermented) +FOODON:00001181 food (cooked) +ENVO:03400011 hail +CHEBI:16234 hydroxide +ENVO:03510016 tragacanth +ENVO:03000051 ice-encased melt pond +ENVO:00000264 seamount +ENVO:01000104 eastern boundary current +ENVO:00002063 oil seep +ENVO:01000489 concrete building floor +ENVO:01000402 tropical mixed broadleaf forest +CHEBI:50335 organic nitrogen anion +CHEBI:35715 nitro compound diff --git a/notebooks/post_google_sheets_soil_env_medium.ipynb b/notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium.ipynb similarity index 93% rename from notebooks/post_google_sheets_soil_env_medium.ipynb rename to notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium.ipynb index 7d00284f..64373ef6 100644 --- a/notebooks/post_google_sheets_soil_env_medium.ipynb +++ b/notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-05T18:47:24.765712Z", - "start_time": "2024-11-05T18:47:22.034752Z" + "end_time": "2024-11-08T21:19:00.940775Z", + "start_time": "2024-11-08T21:18:55.448456Z" } }, "source": [ @@ -23,8 +23,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:24.773139Z", - "start_time": "2024-11-05T18:47:24.769995Z" + "end_time": "2024-11-08T21:19:00.965206Z", + "start_time": "2024-11-08T21:19:00.956001Z" } }, "cell_type": "code", @@ -36,8 +36,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:24.832245Z", - "start_time": "2024-11-05T18:47:24.829580Z" + "end_time": "2024-11-08T21:19:01.192830Z", + "start_time": "2024-11-08T21:19:01.184449Z" } }, "cell_type": "code", @@ -49,8 +49,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:24.875012Z", - "start_time": "2024-11-05T18:47:24.872302Z" + "end_time": "2024-11-08T21:19:01.230920Z", + "start_time": "2024-11-08T21:19:01.225987Z" } }, "cell_type": "code", @@ -62,8 +62,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:24.921931Z", - "start_time": "2024-11-05T18:47:24.919185Z" + "end_time": "2024-11-08T21:19:01.269652Z", + "start_time": "2024-11-08T21:19:01.266768Z" } }, "cell_type": "code", @@ -75,8 +75,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:24.969230Z", - "start_time": "2024-11-05T18:47:24.966336Z" + "end_time": "2024-11-08T21:19:01.319441Z", + "start_time": "2024-11-08T21:19:01.313831Z" } }, "cell_type": "code", @@ -88,12 +88,12 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.015181Z", - "start_time": "2024-11-05T18:47:25.012075Z" + "end_time": "2024-11-08T21:19:01.366606Z", + "start_time": "2024-11-08T21:19:01.363451Z" } }, "cell_type": "code", - "source": "excludable_soils_filename = \"discover_excludable_soils_curated.tsv\"", + "source": "excludable_soils_filename = \"../discover_excludable_soils_curated.tsv\"", "id": "77be6f0893e612eb", "outputs": [], "execution_count": 7 @@ -101,8 +101,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.067282Z", - "start_time": "2024-11-05T18:47:25.059358Z" + "end_time": "2024-11-08T21:19:01.420974Z", + "start_time": "2024-11-08T21:19:01.410834Z" } }, "cell_type": "code", @@ -118,8 +118,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.110304Z", - "start_time": "2024-11-05T18:47:25.105980Z" + "end_time": "2024-11-08T21:19:01.464062Z", + "start_time": "2024-11-08T21:19:01.458683Z" } }, "cell_type": "code", @@ -136,8 +136,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.159320Z", - "start_time": "2024-11-05T18:47:25.154209Z" + "end_time": "2024-11-08T21:19:01.520901Z", + "start_time": "2024-11-08T21:19:01.512619Z" } }, "cell_type": "code", @@ -153,12 +153,12 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.205035Z", - "start_time": "2024-11-05T18:47:25.202217Z" + "end_time": "2024-11-08T21:19:01.567478Z", + "start_time": "2024-11-08T21:19:01.564502Z" } }, "cell_type": "code", - "source": "soil_env_local_scale_filename = \"post_google_sheets_soil_env_local_scale.tsv\"", + "source": "soil_env_local_scale_filename = \"../env_local_scale/post_google_sheets_soil_env_local_scale.tsv\"", "id": "8a0972d756eb0bbf", "outputs": [], "execution_count": 11 @@ -166,8 +166,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.253414Z", - "start_time": "2024-11-05T18:47:25.248808Z" + "end_time": "2024-11-08T21:19:01.618251Z", + "start_time": "2024-11-08T21:19:01.612765Z" } }, "cell_type": "code", @@ -179,8 +179,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.300512Z", - "start_time": "2024-11-05T18:47:25.296196Z" + "end_time": "2024-11-08T21:19:01.666675Z", + "start_time": "2024-11-08T21:19:01.661450Z" } }, "cell_type": "code", @@ -197,8 +197,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.368798Z", - "start_time": "2024-11-05T18:47:25.343136Z" + "end_time": "2024-11-08T21:19:01.745682Z", + "start_time": "2024-11-08T21:19:01.711721Z" } }, "cell_type": "code", @@ -775,8 +775,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.445049Z", - "start_time": "2024-11-05T18:47:25.442181Z" + "end_time": "2024-11-08T21:19:01.838487Z", + "start_time": "2024-11-08T21:19:01.834211Z" } }, "cell_type": "code", @@ -788,8 +788,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.513682Z", - "start_time": "2024-11-05T18:47:25.483274Z" + "end_time": "2024-11-08T21:19:01.915570Z", + "start_time": "2024-11-08T21:19:01.876306Z" } }, "cell_type": "code", @@ -801,8 +801,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.564312Z", - "start_time": "2024-11-05T18:47:25.561362Z" + "end_time": "2024-11-08T21:19:01.997668Z", + "start_time": "2024-11-08T21:19:01.993708Z" } }, "cell_type": "code", @@ -814,8 +814,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.710295Z", - "start_time": "2024-11-05T18:47:25.593009Z" + "end_time": "2024-11-08T21:19:02.231734Z", + "start_time": "2024-11-08T21:19:02.011195Z" } }, "cell_type": "code", @@ -867,8 +867,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.772432Z", - "start_time": "2024-11-05T18:47:25.735954Z" + "end_time": "2024-11-08T21:19:02.464388Z", + "start_time": "2024-11-08T21:19:02.264285Z" } }, "cell_type": "code", @@ -898,8 +898,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.829465Z", - "start_time": "2024-11-05T18:47:25.797214Z" + "end_time": "2024-11-08T21:19:02.691581Z", + "start_time": "2024-11-08T21:19:02.564378Z" } }, "cell_type": "code", @@ -924,8 +924,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-05T18:47:25.859058Z", - "start_time": "2024-11-05T18:47:25.856739Z" + "end_time": "2024-11-08T21:19:02.809282Z", + "start_time": "2024-11-08T21:19:02.801295Z" } }, "cell_type": "code", diff --git a/notebooks/post_google_sheets_soil_env_medium.tsv b/notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium.tsv similarity index 100% rename from notebooks/post_google_sheets_soil_env_medium.tsv rename to notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium.tsv index 78bae009..096c9da9 100644 --- a/notebooks/post_google_sheets_soil_env_medium.tsv +++ b/notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium.tsv @@ -1,79 +1,79 @@ id label -ENVO:00005759 alluvial paddy field soil -ENVO:00005754 fertilized soil -ENVO:00002245 gypsisol +ENVO:01001397 ultisol ENVO:00002255 solonetz -ENVO:00005771 muddy soil -ENVO:00002871 alluvial soil -ENVO:00002253 umbrisol -ENVO:00002240 kastanozem +ENVO:00005802 bulk soil +ENVO:00002250 plinthosol +ENVO:00005787 eucalyptus forest soil +ENVO:00002262 clay soil +ENVO:00002237 chernozem +ENVO:00005768 orchid soil +ENVO:00002234 acrisol +ENVO:02000059 surface soil +ENVO:00002230 anthrosol +ENVO:00005784 spruce forest soil ENVO:00002247 nitisol -ENVO:00002244 gleysol -ENVO:00005778 tropical soil -ENVO:00002229 arenosol -ENVO:00005765 frozen compost soil -ENVO:00002258 loam -ENVO:03600036 pathogen-suppressive soil -ENVO:00005789 bluegrass field soil -ENVO:00005747 compost soil -ENVO:00005790 red soil ENVO:00002242 lixisol +ENVO:00002241 leptosol +ENVO:00002243 histosol +ENVO:00002231 alisol ENVO:00005786 upland soil -ENVO:01001525 hard-frozen soil -ENVO:00005769 mountain forest soil -ENVO:00002249 phaeozem ENVO:00002236 cryosol -ENVO:00005768 orchid soil -ENVO:00002248 luvisol -ENVO:02000059 surface soil +ENVO:00005789 bluegrass field soil +ENVO:00005765 frozen compost soil +ENVO:00002246 ferralsol +ENVO:01001528 friable-frozen soil +ENVO:00002274 stagnosol +ENVO:00005752 sawah soil +ENVO:00005769 mountain forest soil +ENVO:00005740 paddy field soil +ENVO:00002245 gypsisol +ENVO:00002238 durisol +ENVO:00002275 technosol ENVO:00002254 vertisol +ENVO:01001638 frost-susceptible soil +ENVO:00005760 burned soil +ENVO:00005766 limed soil +ENVO:00002249 phaeozem ENVO:00005758 alluvial swamp soil -ENVO:00002250 plinthosol -ENVO:00002241 leptosol -ENVO:01001527 plastic-frozen soil -ENVO:00005802 bulk soil -ENVO:00005787 eucalyptus forest soil -ENVO:00002234 acrisol -ENVO:00002257 podzol -ENVO:00002238 durisol +ENVO:00005742 arable soil +ENVO:00001998 soil +ENVO:00005781 heat stressed soil +ENVO:00005756 lawn soil +ENVO:00005759 alluvial paddy field soil +ENVO:00002871 alluvial soil +ENVO:00002233 albeluvisol +ENVO:00005771 muddy soil ENVO:00002252 solonchak +ENVO:00002229 arenosol ENVO:06105205 compacted soil -ENVO:00002273 fluvisol +ENVO:00005778 tropical soil ENVO:00005782 ornithogenic soil -ENVO:00002233 albeluvisol -ENVO:00005781 heat stressed soil -ENVO:00002262 clay soil ENVO:00005748 dry soil +ENVO:01001616 bare soil +ENVO:00005788 rubber plantation soil +ENVO:01001525 hard-frozen soil +ENVO:00005754 fertilized soil ENVO:00002251 planosol -ENVO:00005742 arable soil -ENVO:01001185 acidic soil -ENVO:00005756 lawn soil -ENVO:00002274 stagnosol -ENVO:00005783 leafy wood soil -ENVO:00002275 technosol -ENVO:00005744 allotment garden soil -ENVO:00005784 spruce forest soil ENVO:00005751 jungle soil -ENVO:00005767 manured soil -ENVO:00002231 alisol -ENVO:00005752 sawah soil -ENVO:00002232 andosol +ENVO:00002244 gleysol +ENVO:00005744 allotment garden soil +ENVO:00002258 loam ENVO:00005779 vegetable garden soil -ENVO:00002256 regosol -ENVO:01001528 friable-frozen soil -ENVO:01001397 ultisol -ENVO:00002237 chernozem -ENVO:00005766 limed soil -ENVO:00005740 paddy field soil -ENVO:01001616 bare soil +ENVO:00002248 luvisol +ENVO:00002273 fluvisol ENVO:00005770 beech forest soil +ENVO:00005741 alpine soil +ENVO:00005783 leafy wood soil ENVO:00002235 cambisol -ENVO:00005760 burned soil -ENVO:00005788 rubber plantation soil -ENVO:01001638 frost-susceptible soil -ENVO:00002246 ferralsol +ENVO:00002240 kastanozem +ENVO:00005790 red soil +ENVO:01001527 plastic-frozen soil +ENVO:01001185 acidic soil +ENVO:00005747 compost soil +ENVO:03600036 pathogen-suppressive soil +ENVO:00002253 umbrisol ENVO:00002239 calcisol -ENVO:00002243 histosol -ENVO:00001998 soil -ENVO:00005741 alpine soil -ENVO:00002230 anthrosol +ENVO:00002232 andosol +ENVO:00002256 regosol +ENVO:00002257 podzol +ENVO:00005767 manured soil diff --git a/notebooks/post_google_sheets_soil_env_medium_retention_justification.tsv b/notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium_retention_justification.tsv similarity index 100% rename from notebooks/post_google_sheets_soil_env_medium_retention_justification.tsv rename to notebooks/environmental_context_value_sets/soil/env_medium/post_google_sheets_soil_env_medium_retention_justification.tsv diff --git a/notebooks/wide_gold_soils.tsv b/notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-semsql-wide.tsv similarity index 100% rename from notebooks/wide_gold_soils.tsv rename to notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-semsql-wide.tsv diff --git a/notebooks/gold-soils.tsv b/notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-semsql.tsv similarity index 100% rename from notebooks/gold-soils.tsv rename to notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-semsql.tsv diff --git a/notebooks/gold-soils-by-sparql.rq b/notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-sparql.rq similarity index 100% rename from notebooks/gold-soils-by-sparql.rq rename to notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-sparql.rq diff --git a/notebooks/gold-soils-by-sparql.tsv b/notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-sparql.tsv similarity index 100% rename from notebooks/gold-soils-by-sparql.tsv rename to notebooks/environmental_context_value_sets/soil/gold/gold-soils-by-sparql.tsv diff --git a/notebooks/notebooks.Makefile b/notebooks/environmental_context_value_sets/soil/gold/gold-soils.Makefile similarity index 60% rename from notebooks/notebooks.Makefile rename to notebooks/environmental_context_value_sets/soil/gold/gold-soils.Makefile index 0cf87d21..863d240a 100644 --- a/notebooks/notebooks.Makefile +++ b/notebooks/environmental_context_value_sets/soil/gold/gold-soils.Makefile @@ -1,4 +1,8 @@ -notebooks/gold-soils.tsv: local/goldterms.db local/envo.db +TASK_ROOT=notebooks/environmental_context_value_sets/soil/gold/ + +UP_FOUR=../../../.. + +gold-soils-by-semsql.tsv: $(UP_FOUR)/local/goldterms.db $(UP_FOUR)/local/envo.db poetry run sqlite3 -header -separator ' ' $(word 1, $^) "\ ATTACH DATABASE '$(word 2, $^)' AS envo; \ select \ @@ -13,3 +17,8 @@ notebooks/gold-soils.tsv: local/goldterms.db local/envo.db s.predicate not in ('rdf:type', 'rdfs:subClassOf', 'oio:hasExactSynonym', 'owl:equivalentClass' ) \ and \ ee.object = 'GOLDTERMS:4212'" > $@ + +gold-soils-by-semsql-wide.tsv: gold-soils-by-semsql.tsv + poetry run python gold_soils_by_semsql_wide.py \ + --input-file $< \ + --output-file $@ diff --git a/notebooks/environmental_context_value_sets/soil/gold/gold_soils_by_semsql_wide.py b/notebooks/environmental_context_value_sets/soil/gold/gold_soils_by_semsql_wide.py new file mode 100644 index 00000000..0f8800ef --- /dev/null +++ b/notebooks/environmental_context_value_sets/soil/gold/gold_soils_by_semsql_wide.py @@ -0,0 +1,42 @@ +import click +import pandas as pd + +@click.command() +@click.option('--input-file', type=click.Path(exists=True), default="gold-soils-by-semsql.tsv", + help="Path to the input TSV file containing the data.") +@click.option('--output-file', type=click.Path(), default="gold-soils-by-semsql-wide.tsv", + help="Path to the output TSV file for the transformed data.") +def transform_data(input_file: str, output_file: str) -> None: + """ + Reads a TSV file, performs grouping and transformation on columns, + extracts specific patterns from text data, and saves the output to a new TSV file. + + Args: + input_file (str): Path to the input TSV file. + output_file (str): Path to the output TSV file. + """ + # Read input TSV file + df = pd.read_csv(input_file, sep="\t") + + # Group by 'sub' and 'pred' columns and concatenate 'object_or_value' values + df = df.groupby(["sub", "pred"])["object_or_value"].apply(lambda x: ', '.join(x.astype(str))).reset_index() + + # Pivot to wide format with 'sub' as index and 'pred' as columns + df_wide = df.pivot(index="sub", columns="pred", values="object_or_value") + + # Define the regex pattern for extracting 'env_broad', 'env_local', and 'env_medium' labels + pattern = ( + r'env_broad:\s*([^;]+);.*?' # capture 'env_broad' value + r'env_local:\s*([^;]+);.*?' # capture 'env_local' value + r'env_medium:\s*([^;]+);.*?' # capture 'env_medium' value + ) + + # Apply str.extract to create new columns based on the refined regex groups + df_wide[['env_broad_label', 'env_local_label', 'env_medium_label']] = \ + df_wide['rdfs:comment'].str.extract(pattern) + + # Save the transformed dataframe to the specified output file + df_wide.to_csv(output_file, sep="\t") + +if __name__ == "__main__": + transform_data() diff --git a/notebooks/goldterms-with-support-graphs.png b/notebooks/environmental_context_value_sets/soil/gold/goldterms-with-support-graphs.png similarity index 100% rename from notebooks/goldterms-with-support-graphs.png rename to notebooks/environmental_context_value_sets/soil/gold/goldterms-with-support-graphs.png diff --git a/notebooks/environmental_context_value_sets/water/env_broad_scale/.gitkeep b/notebooks/environmental_context_value_sets/water/env_broad_scale/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/post_google_sheets_water_env_broad_scale.ipynb b/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb similarity index 100% rename from notebooks/post_google_sheets_water_env_broad_scale.ipynb rename to notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb diff --git a/notebooks/post_google_sheets_water_env_medium.ipynb b/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_medium.ipynb similarity index 100% rename from notebooks/post_google_sheets_water_env_medium.ipynb rename to notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_medium.ipynb diff --git a/notebooks/environmental_context_value_sets/water/env_local_scale/.gitkeep b/notebooks/environmental_context_value_sets/water/env_local_scale/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/water/env_medium/.gitkeep b/notebooks/environmental_context_value_sets/water/env_medium/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/environmental_context_value_sets/water/gold/.gitkeep b/notebooks/environmental_context_value_sets/water/gold/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/notebooks/post_google_sheets_sediment_env_medium.tsv b/notebooks/post_google_sheets_sediment_env_medium.tsv deleted file mode 100644 index f75c2b20..00000000 --- a/notebooks/post_google_sheets_sediment_env_medium.tsv +++ /dev/null @@ -1,38 +0,0 @@ -id label -ENVO:01000111 cosmogenous sediment -ENVO:01000070 terrigenous sediment -ENVO:01001821 hydrothermally-influenced sediment -ENVO:02000044 siliceous ooze -ENVO:01000132 thermophilic sediment -ENVO:01000118 sandy sediment -ENVO:01000110 hydrogenous sediment -ENVO:00002113 deep marine sediment -ENVO:01000152 iron-reducing sediment -ENVO:01000116 pebble sediment -ENVO:01000113 suspended sediment -ENVO:00002179 intertidal sediment -ENVO:01000117 granular sediment -ENVO:01000153 sulphate-reducing sediment -ENVO:01000154 carbon dioxide-reducing sediment -ENVO:00002007 sediment -ENVO:01001028 sediment permeated by freshwater -ENVO:02000046 calcareous ooze -ENVO:01001036 sediment permeated by saline water -ENVO:01000121 colloidal sediment -ENVO:02000153 marine salt marsh sediment -ENVO:02000152 mangrove biome sediment -ENVO:01000120 clay sediment -ENVO:02000045 red clay -ENVO:03000034 shallow marine sediment -ENVO:01000135 nitrate-reducing sediment -ENVO:01000119 silty sediment -ENVO:01001203 alluvial sediment -ENVO:03000033 marine sediment -ENVO:00002045 anaerobic sediment -ENVO:01000114 boulder sediment -ENVO:01000112 polymetallic nodule -ENVO:01000133 hyperthermophilic sediment -ENVO:01000151 manganese-reducing sediment -ENVO:01000131 mesophilic sediment -ENVO:01000082 biogenous sediment -ENVO:01000115 cobble sediment diff --git a/notebooks/post_google_sheets_water_env_broad_scale.tsv b/notebooks/post_google_sheets_water_env_broad_scale.tsv deleted file mode 100644 index bb220887..00000000 --- a/notebooks/post_google_sheets_water_env_broad_scale.tsv +++ /dev/null @@ -1,57 +0,0 @@ -id label -ENVO:00000893 xeric basin biome -ENVO:01000052 marine white smoker biome -ENVO:01000026 marine bathyal zone biome -ENVO:01000022 marine salt marsh biome -ENVO:01000024 marine benthic biome -ENVO:01000029 marine reef biome -ENVO:01000856 temperate marginal sea biome -ENVO:01000051 marine black smoker biome -ENVO:00000890 small river biome -ENVO:01000045 epeiric sea biome -ENVO:01000037 oceanic bathypelagic zone biome -ENVO:01000858 marine upwelling biome -ENVO:00002030 aquatic biome -ENVO:01000127 marine cold seep biome -ENVO:01000027 marine abyssal zone biome -ENVO:01000859 tropical marine upwelling biome -ENVO:01000028 marine hadal zone biome -ENVO:01000054 marine basaltic hydrothermal vent biome -ENVO:01000040 oceanic benthopelagic zone biome -ENVO:01000032 neritic pelagic zone biome -ENVO:01000039 oceanic hadal pelagic zone biome -ENVO:01000020 estuarine biome -ENVO:00000873 freshwater biome -ENVO:01000049 marine coral reef biome -ENVO:01000042 neritic epipelagic zone biome -ENVO:01000036 oceanic mesopelagic zone biome -ENVO:01000030 marine hydrothermal vent biome -ENVO:01000038 oceanic abyssopelagic zone biome -ENVO:01000034 oceanic sea surface microlayer biome -ENVO:00000891 large freshwater lake biome -ENVO:01000047 mediterranean sea biome -ENVO:01000046 marginal sea biome -ENVO:01000857 temperate mediterranean sea biome -ENVO:01000043 neritic mesopelagic zone biome -ENVO:01000025 marine neritic benthic zone biome -ENVO:01000048 ocean biome -ENVO:01000023 marine pelagic biome -ENVO:01000253 freshwater river biome -ENVO:00000889 large river delta biome -ENVO:01000123 marine sponge reef biome -ENVO:01000053 marine ultramafic hydrothermal vent biome -ENVO:00000447 marine biome -ENVO:03605008 freshwater stream biome -ENVO:01000033 oceanic pelagic zone biome -ENVO:01000854 tropical marine coral reef biome -ENVO:00000888 large river headwater biome -ENVO:01000035 oceanic epipelagic zone biome -ENVO:01000252 freshwater lake biome -ENVO:01000128 dilution basin mediterranean sea biome -ENVO:01000050 marine subtidal rocky reef biome -ENVO:01000004 concentration basin mediterranean sea biome -ENVO:01001230 tropical marginal sea biome -ENVO:01000860 temperate marine upwelling biome -ENVO:00000887 large river biome -ENVO:00000892 small freshwater lake biome -ENVO:01000041 neritic sea surface microlayer biome diff --git a/notebooks/wide_gold_soils.py b/notebooks/wide_gold_soils.py deleted file mode 100644 index 348b521e..00000000 --- a/notebooks/wide_gold_soils.py +++ /dev/null @@ -1,18 +0,0 @@ -import pandas as pd - -df = pd.read_csv("gold-soils.tsv", sep="\t") - -df = df.groupby(["sub", "pred"])["object_or_value"].apply(lambda x: ', '.join(x.astype(str))).reset_index() -df_wide = df.pivot(index="sub", columns="pred", values="object_or_value") - -pattern = ( - r'env_broad:\s*([^;]+);.*?' # capture 'env_broad' value - r'env_local:\s*([^;]+);.*?' # capture 'env_local' value - r'env_medium:\s*([^;]+);.*?' # capture 'env_medium' value -) - -# Apply str.extract to create new columns based on the refined regex groups -df_wide[['env_broad_label', 'env_local_label', 'env_medium_label']] = \ - df_wide['rdfs:comment'].str.extract(pattern) - -df_wide.to_csv("wide_gold_soils.tsv", sep="\t") From 9f9ad76571d0d9755ede5072e1e29124ececc0b0 Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Fri, 8 Nov 2024 16:32:51 -0500 Subject: [PATCH 20/22] readme: voting sheets and enum creation --- .../README.md | 28 +++---------------- 1 file changed, 4 insertions(+), 24 deletions(-) diff --git a/notebooks/environmental_context_value_sets/README.md b/notebooks/environmental_context_value_sets/README.md index 45aab7c9..56e03e84 100644 --- a/notebooks/environmental_context_value_sets/README.md +++ b/notebooks/environmental_context_value_sets/README.md @@ -1,4 +1,4 @@ -The following files in the `submission-schema` repo's `notebooks/environmental_context_value_sets` directory are +The files in the `submission-schema` repo's `notebooks/environmental_context_value_sets` directory are provided as a one step in adding `Extension`-specific environmental context enumerations to the NMDC submission schema. The `Extensions` (also called Environments, Packages, etc.) are defined in @@ -15,29 +15,9 @@ those context fields, but the guidance is only specific to what classes would re address what subsets of classes could go in the fields on an Extension-byExtension basis. For example, it would not make sense to say the ten env_broad_scale of a soil samples was 'ocean biome [ENVO:01000048]'. -* sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb -* sediment/env_medium/post_google_sheets_sediment_env_medium.tsv -* -* soil/discover_excludable_soils_curated.tsv -* soil/discover_excludable_soils.ipynb -* soil/discover_excludable_soils.tsv -* -* soil/env_local_scale/post_google_sheets_soil_env_local_scale_initial.tsv -* soil/env_local_scale/post_google_sheets_soil_env_local_scale.ipynb -* soil/env_local_scale/post_google_sheets_soil_env_local_scale.tsv -* soil/env_medium/post_google_sheets_soil_env_medium.ipynb -* soil/env_medium/post_google_sheets_soil_env_medium_retention_justification.tsv -* soil/env_medium/post_google_sheets_soil_env_medium.tsv -* soil/gold/gold-soils-by-sparql.rq -* soil/gold/gold-soils-by-sparql.tsv -* soil/gold/gold-soils.tsv -* soil/gold/goldterms-with-support-graphs.png -* soil/gold/wide_gold_soils.py -* soil/gold/wide_gold_soils.tsv -* soil/notebooks.Makefile -* water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb -* water/env_broad_scale/post_google_sheets_water_env_broad_scale.tsv -* water/env_broad_scale/post_google_sheets_water_env_medium.ipynb +We assume that some exploration may have already been done with other tools, followed by human review may have been +performed, but these notebooks do not yet consult voting sheets. They do not inject the value sets into LinkML YAML +files as enumerations either. ## Generating the env_broad_scale value set for soil samples: From 88ba0ce60c222a1236daf27faa635b38777dbfea Mon Sep 17 00:00:00 2001 From: "Mark A. Miller" Date: Fri, 8 Nov 2024 16:45:52 -0500 Subject: [PATCH 21/22] undocumentated water and sediemnt notebooks --- ...st_google_sheets_sediment_env_medium.ipynb | 84 +++++++++--------- ...post_google_sheets_sediment_env_medium.tsv | 38 ++++++++ .../water/env_broad_scale/.gitkeep | 0 ..._google_sheets_water_env_broad_scale.ipynb | 52 +++++------ ...st_google_sheets_water_env_broad_scale.tsv | 57 ++++++++++++ .../water/env_medium/.gitkeep | 0 .../post_google_sheets_water_env_medium.ipynb | 88 +++++++++---------- .../post_google_sheets_water_env_medium.tsv | 50 +++++++++++ 8 files changed, 257 insertions(+), 112 deletions(-) create mode 100644 notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.tsv delete mode 100644 notebooks/environmental_context_value_sets/water/env_broad_scale/.gitkeep create mode 100644 notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.tsv delete mode 100644 notebooks/environmental_context_value_sets/water/env_medium/.gitkeep rename notebooks/environmental_context_value_sets/water/{env_broad_scale => env_medium}/post_google_sheets_water_env_medium.ipynb (80%) create mode 100644 notebooks/environmental_context_value_sets/water/env_medium/post_google_sheets_water_env_medium.tsv diff --git a/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb b/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb index b4539a52..44346262 100644 --- a/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb +++ b/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-06T18:01:34.968569Z", - "start_time": "2024-11-06T18:01:32.194183Z" + "end_time": "2024-11-08T21:45:07.530150Z", + "start_time": "2024-11-08T21:45:03.871217Z" } }, "source": [ @@ -23,8 +23,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:34.976699Z", - "start_time": "2024-11-06T18:01:34.973538Z" + "end_time": "2024-11-08T21:45:07.541825Z", + "start_time": "2024-11-08T21:45:07.538423Z" } }, "cell_type": "code", @@ -36,8 +36,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.039500Z", - "start_time": "2024-11-06T18:01:35.036491Z" + "end_time": "2024-11-08T21:45:07.617499Z", + "start_time": "2024-11-08T21:45:07.614240Z" } }, "cell_type": "code", @@ -49,8 +49,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.083290Z", - "start_time": "2024-11-06T18:01:35.079759Z" + "end_time": "2024-11-08T21:45:07.661276Z", + "start_time": "2024-11-08T21:45:07.658130Z" } }, "cell_type": "code", @@ -62,8 +62,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.130926Z", - "start_time": "2024-11-06T18:01:35.127664Z" + "end_time": "2024-11-08T21:45:07.708369Z", + "start_time": "2024-11-08T21:45:07.704644Z" } }, "cell_type": "code", @@ -83,8 +83,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.177640Z", - "start_time": "2024-11-06T18:01:35.174628Z" + "end_time": "2024-11-08T21:45:07.756451Z", + "start_time": "2024-11-08T21:45:07.752869Z" } }, "cell_type": "code", @@ -96,8 +96,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.225409Z", - "start_time": "2024-11-06T18:01:35.222555Z" + "end_time": "2024-11-08T21:45:07.806138Z", + "start_time": "2024-11-08T21:45:07.801640Z" } }, "cell_type": "code", @@ -109,8 +109,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.273071Z", - "start_time": "2024-11-06T18:01:35.270032Z" + "end_time": "2024-11-08T21:45:07.855049Z", + "start_time": "2024-11-08T21:45:07.852147Z" } }, "cell_type": "code", @@ -126,8 +126,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.321332Z", - "start_time": "2024-11-06T18:01:35.318509Z" + "end_time": "2024-11-08T21:45:07.903245Z", + "start_time": "2024-11-08T21:45:07.899797Z" } }, "cell_type": "code", @@ -144,8 +144,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.369114Z", - "start_time": "2024-11-06T18:01:35.365911Z" + "end_time": "2024-11-08T21:45:07.951995Z", + "start_time": "2024-11-08T21:45:07.947638Z" } }, "cell_type": "code", @@ -161,8 +161,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.418020Z", - "start_time": "2024-11-06T18:01:35.415071Z" + "end_time": "2024-11-08T21:45:08.000900Z", + "start_time": "2024-11-08T21:45:07.997168Z" } }, "cell_type": "code", @@ -174,8 +174,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.464867Z", - "start_time": "2024-11-06T18:01:35.461865Z" + "end_time": "2024-11-08T21:45:08.049424Z", + "start_time": "2024-11-08T21:45:08.046056Z" } }, "cell_type": "code", @@ -187,8 +187,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.511596Z", - "start_time": "2024-11-06T18:01:35.508599Z" + "end_time": "2024-11-08T21:45:08.096888Z", + "start_time": "2024-11-08T21:45:08.093910Z" } }, "cell_type": "code", @@ -205,8 +205,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.558753Z", - "start_time": "2024-11-06T18:01:35.555750Z" + "end_time": "2024-11-08T21:45:08.147008Z", + "start_time": "2024-11-08T21:45:08.142926Z" } }, "cell_type": "code", @@ -218,8 +218,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.605646Z", - "start_time": "2024-11-06T18:01:35.602728Z" + "end_time": "2024-11-08T21:45:08.194252Z", + "start_time": "2024-11-08T21:45:08.191328Z" } }, "cell_type": "code", @@ -231,8 +231,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.694267Z", - "start_time": "2024-11-06T18:01:35.649637Z" + "end_time": "2024-11-08T21:45:08.272405Z", + "start_time": "2024-11-08T21:45:08.238914Z" } }, "cell_type": "code", @@ -244,8 +244,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.706020Z", - "start_time": "2024-11-06T18:01:35.703201Z" + "end_time": "2024-11-08T21:45:08.291444Z", + "start_time": "2024-11-08T21:45:08.288373Z" } }, "cell_type": "code", @@ -257,8 +257,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.829583Z", - "start_time": "2024-11-06T18:01:35.745102Z" + "end_time": "2024-11-08T21:45:08.409089Z", + "start_time": "2024-11-08T21:45:08.336135Z" } }, "cell_type": "code", @@ -292,8 +292,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.942557Z", - "start_time": "2024-11-06T18:01:35.838912Z" + "end_time": "2024-11-08T21:45:08.574170Z", + "start_time": "2024-11-08T21:45:08.426022Z" } }, "cell_type": "code", @@ -323,8 +323,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.984030Z", - "start_time": "2024-11-06T18:01:35.953594Z" + "end_time": "2024-11-08T21:45:08.610818Z", + "start_time": "2024-11-08T21:45:08.584151Z" } }, "cell_type": "code", @@ -349,8 +349,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:36.000799Z", - "start_time": "2024-11-06T18:01:35.998681Z" + "end_time": "2024-11-08T21:45:08.628495Z", + "start_time": "2024-11-08T21:45:08.626149Z" } }, "cell_type": "code", diff --git a/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.tsv b/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.tsv new file mode 100644 index 00000000..6dcd4751 --- /dev/null +++ b/notebooks/environmental_context_value_sets/sediment/env_medium/post_google_sheets_sediment_env_medium.tsv @@ -0,0 +1,38 @@ +id label +ENVO:00002179 intertidal sediment +ENVO:01000112 polymetallic nodule +ENVO:01000121 colloidal sediment +ENVO:00002113 deep marine sediment +ENVO:01001036 sediment permeated by saline water +ENVO:01000113 suspended sediment +ENVO:02000045 red clay +ENVO:01001028 sediment permeated by freshwater +ENVO:01000082 biogenous sediment +ENVO:01000153 sulphate-reducing sediment +ENVO:01000110 hydrogenous sediment +ENVO:01000119 silty sediment +ENVO:01001821 hydrothermally-influenced sediment +ENVO:01000154 carbon dioxide-reducing sediment +ENVO:02000046 calcareous ooze +ENVO:03000033 marine sediment +ENVO:02000152 mangrove biome sediment +ENVO:01000116 pebble sediment +ENVO:02000044 siliceous ooze +ENVO:03000034 shallow marine sediment +ENVO:01000132 thermophilic sediment +ENVO:01000120 clay sediment +ENVO:00002045 anaerobic sediment +ENVO:01000070 terrigenous sediment +ENVO:01000152 iron-reducing sediment +ENVO:01001203 alluvial sediment +ENVO:01000115 cobble sediment +ENVO:01000111 cosmogenous sediment +ENVO:01000135 nitrate-reducing sediment +ENVO:01000117 granular sediment +ENVO:01000118 sandy sediment +ENVO:00002007 sediment +ENVO:02000153 marine salt marsh sediment +ENVO:01000151 manganese-reducing sediment +ENVO:01000114 boulder sediment +ENVO:01000133 hyperthermophilic sediment +ENVO:01000131 mesophilic sediment diff --git a/notebooks/environmental_context_value_sets/water/env_broad_scale/.gitkeep b/notebooks/environmental_context_value_sets/water/env_broad_scale/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb b/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb index 2cf0ed9d..4926c96c 100644 --- a/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb +++ b/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-06T17:35:37.855742Z", - "start_time": "2024-11-06T17:35:31.907283Z" + "end_time": "2024-11-08T21:41:55.760989Z", + "start_time": "2024-11-08T21:41:52.315130Z" } }, "source": [ @@ -21,8 +21,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:37.871010Z", - "start_time": "2024-11-06T17:35:37.864620Z" + "end_time": "2024-11-08T21:41:55.771187Z", + "start_time": "2024-11-08T21:41:55.767587Z" } }, "cell_type": "code", @@ -34,8 +34,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:37.993293Z", - "start_time": "2024-11-06T17:35:37.988628Z" + "end_time": "2024-11-08T21:41:55.847596Z", + "start_time": "2024-11-08T21:41:55.844228Z" } }, "cell_type": "code", @@ -47,8 +47,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.037271Z", - "start_time": "2024-11-06T17:35:38.031869Z" + "end_time": "2024-11-08T21:41:55.893032Z", + "start_time": "2024-11-08T21:41:55.889139Z" } }, "cell_type": "code", @@ -60,8 +60,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.088833Z", - "start_time": "2024-11-06T17:35:38.084379Z" + "end_time": "2024-11-08T21:41:55.940339Z", + "start_time": "2024-11-08T21:41:55.937023Z" } }, "cell_type": "code", @@ -73,8 +73,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.185407Z", - "start_time": "2024-11-06T17:35:38.134304Z" + "end_time": "2024-11-08T21:41:56.022047Z", + "start_time": "2024-11-08T21:41:55.987530Z" } }, "cell_type": "code", @@ -86,8 +86,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.205303Z", - "start_time": "2024-11-06T17:35:38.200271Z" + "end_time": "2024-11-08T21:41:56.038710Z", + "start_time": "2024-11-08T21:41:56.035382Z" } }, "cell_type": "code", @@ -99,8 +99,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.387919Z", - "start_time": "2024-11-06T17:35:38.244087Z" + "end_time": "2024-11-08T21:41:56.160486Z", + "start_time": "2024-11-08T21:41:56.084200Z" } }, "cell_type": "code", @@ -130,8 +130,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.415171Z", - "start_time": "2024-11-06T17:35:38.406553Z" + "end_time": "2024-11-08T21:41:56.179024Z", + "start_time": "2024-11-08T21:41:56.174051Z" } }, "cell_type": "code", @@ -161,8 +161,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.506917Z", - "start_time": "2024-11-06T17:35:38.451894Z" + "end_time": "2024-11-08T21:41:56.264346Z", + "start_time": "2024-11-08T21:41:56.220509Z" } }, "cell_type": "code", @@ -183,8 +183,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.529261Z", - "start_time": "2024-11-06T17:35:38.523315Z" + "end_time": "2024-11-08T21:41:56.281165Z", + "start_time": "2024-11-08T21:41:56.276683Z" } }, "cell_type": "code", @@ -196,8 +196,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.582363Z", - "start_time": "2024-11-06T17:35:38.569830Z" + "end_time": "2024-11-08T21:41:56.327634Z", + "start_time": "2024-11-08T21:41:56.320525Z" } }, "cell_type": "code", @@ -209,8 +209,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T17:35:38.629034Z", - "start_time": "2024-11-06T17:35:38.624162Z" + "end_time": "2024-11-08T21:41:56.373076Z", + "start_time": "2024-11-08T21:41:56.370711Z" } }, "cell_type": "code", diff --git a/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.tsv b/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.tsv new file mode 100644 index 00000000..3d6ecbf4 --- /dev/null +++ b/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_broad_scale.tsv @@ -0,0 +1,57 @@ +id label +ENVO:01000026 marine bathyal zone biome +ENVO:01000051 marine black smoker biome +ENVO:00000873 freshwater biome +ENVO:01000127 marine cold seep biome +ENVO:01000854 tropical marine coral reef biome +ENVO:01000028 marine hadal zone biome +ENVO:01000052 marine white smoker biome +ENVO:01000054 marine basaltic hydrothermal vent biome +ENVO:01000053 marine ultramafic hydrothermal vent biome +ENVO:01000041 neritic sea surface microlayer biome +ENVO:01000050 marine subtidal rocky reef biome +ENVO:01000027 marine abyssal zone biome +ENVO:01000029 marine reef biome +ENVO:01000128 dilution basin mediterranean sea biome +ENVO:01000856 temperate marginal sea biome +ENVO:01000860 temperate marine upwelling biome +ENVO:00002030 aquatic biome +ENVO:01000047 mediterranean sea biome +ENVO:01000045 epeiric sea biome +ENVO:00000889 large river delta biome +ENVO:01000123 marine sponge reef biome +ENVO:01001230 tropical marginal sea biome +ENVO:01000020 estuarine biome +ENVO:01000034 oceanic sea surface microlayer biome +ENVO:01000040 oceanic benthopelagic zone biome +ENVO:01000858 marine upwelling biome +ENVO:00000887 large river biome +ENVO:01000025 marine neritic benthic zone biome +ENVO:01000037 oceanic bathypelagic zone biome +ENVO:00000893 xeric basin biome +ENVO:01000022 marine salt marsh biome +ENVO:01000033 oceanic pelagic zone biome +ENVO:00000447 marine biome +ENVO:01000036 oceanic mesopelagic zone biome +ENVO:01000253 freshwater river biome +ENVO:01000049 marine coral reef biome +ENVO:01000857 temperate mediterranean sea biome +ENVO:01000046 marginal sea biome +ENVO:03605008 freshwater stream biome +ENVO:01000048 ocean biome +ENVO:01000039 oceanic hadal pelagic zone biome +ENVO:01000042 neritic epipelagic zone biome +ENVO:01000024 marine benthic biome +ENVO:01000023 marine pelagic biome +ENVO:00000888 large river headwater biome +ENVO:01000038 oceanic abyssopelagic zone biome +ENVO:00000891 large freshwater lake biome +ENVO:01000043 neritic mesopelagic zone biome +ENVO:00000892 small freshwater lake biome +ENVO:01000004 concentration basin mediterranean sea biome +ENVO:01000252 freshwater lake biome +ENVO:00000890 small river biome +ENVO:01000032 neritic pelagic zone biome +ENVO:01000035 oceanic epipelagic zone biome +ENVO:01000030 marine hydrothermal vent biome +ENVO:01000859 tropical marine upwelling biome diff --git a/notebooks/environmental_context_value_sets/water/env_medium/.gitkeep b/notebooks/environmental_context_value_sets/water/env_medium/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_medium.ipynb b/notebooks/environmental_context_value_sets/water/env_medium/post_google_sheets_water_env_medium.ipynb similarity index 80% rename from notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_medium.ipynb rename to notebooks/environmental_context_value_sets/water/env_medium/post_google_sheets_water_env_medium.ipynb index 0a9cf572..1c86c85c 100644 --- a/notebooks/environmental_context_value_sets/water/env_broad_scale/post_google_sheets_water_env_medium.ipynb +++ b/notebooks/environmental_context_value_sets/water/env_medium/post_google_sheets_water_env_medium.ipynb @@ -6,8 +6,8 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2024-11-06T18:01:34.968569Z", - "start_time": "2024-11-06T18:01:32.194183Z" + "end_time": "2024-11-08T21:43:13.567810Z", + "start_time": "2024-11-08T21:43:09.780607Z" } }, "source": [ @@ -23,8 +23,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:34.976699Z", - "start_time": "2024-11-06T18:01:34.973538Z" + "end_time": "2024-11-08T21:43:13.577019Z", + "start_time": "2024-11-08T21:43:13.573433Z" } }, "cell_type": "code", @@ -36,8 +36,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.039500Z", - "start_time": "2024-11-06T18:01:35.036491Z" + "end_time": "2024-11-08T21:43:13.655688Z", + "start_time": "2024-11-08T21:43:13.652623Z" } }, "cell_type": "code", @@ -49,8 +49,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.083290Z", - "start_time": "2024-11-06T18:01:35.079759Z" + "end_time": "2024-11-08T21:43:13.701480Z", + "start_time": "2024-11-08T21:43:13.697189Z" } }, "cell_type": "code", @@ -62,8 +62,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.130926Z", - "start_time": "2024-11-06T18:01:35.127664Z" + "end_time": "2024-11-08T21:43:13.752644Z", + "start_time": "2024-11-08T21:43:13.745825Z" } }, "cell_type": "code", @@ -91,8 +91,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.177640Z", - "start_time": "2024-11-06T18:01:35.174628Z" + "end_time": "2024-11-08T21:43:13.802745Z", + "start_time": "2024-11-08T21:43:13.797395Z" } }, "cell_type": "code", @@ -104,8 +104,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.225409Z", - "start_time": "2024-11-06T18:01:35.222555Z" + "end_time": "2024-11-08T21:43:13.850907Z", + "start_time": "2024-11-08T21:43:13.846675Z" } }, "cell_type": "code", @@ -117,8 +117,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.273071Z", - "start_time": "2024-11-06T18:01:35.270032Z" + "end_time": "2024-11-08T21:43:13.897970Z", + "start_time": "2024-11-08T21:43:13.894600Z" } }, "cell_type": "code", @@ -134,8 +134,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.321332Z", - "start_time": "2024-11-06T18:01:35.318509Z" + "end_time": "2024-11-08T21:43:13.948094Z", + "start_time": "2024-11-08T21:43:13.945310Z" } }, "cell_type": "code", @@ -152,8 +152,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.369114Z", - "start_time": "2024-11-06T18:01:35.365911Z" + "end_time": "2024-11-08T21:43:13.996979Z", + "start_time": "2024-11-08T21:43:13.992715Z" } }, "cell_type": "code", @@ -169,8 +169,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.418020Z", - "start_time": "2024-11-06T18:01:35.415071Z" + "end_time": "2024-11-08T21:43:14.043726Z", + "start_time": "2024-11-08T21:43:14.040284Z" } }, "cell_type": "code", @@ -182,8 +182,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.464867Z", - "start_time": "2024-11-06T18:01:35.461865Z" + "end_time": "2024-11-08T21:43:14.090860Z", + "start_time": "2024-11-08T21:43:14.087951Z" } }, "cell_type": "code", @@ -195,8 +195,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.511596Z", - "start_time": "2024-11-06T18:01:35.508599Z" + "end_time": "2024-11-08T21:43:14.139363Z", + "start_time": "2024-11-08T21:43:14.136338Z" } }, "cell_type": "code", @@ -213,8 +213,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.558753Z", - "start_time": "2024-11-06T18:01:35.555750Z" + "end_time": "2024-11-08T21:43:14.185586Z", + "start_time": "2024-11-08T21:43:14.182662Z" } }, "cell_type": "code", @@ -226,8 +226,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.605646Z", - "start_time": "2024-11-06T18:01:35.602728Z" + "end_time": "2024-11-08T21:43:14.236302Z", + "start_time": "2024-11-08T21:43:14.231157Z" } }, "cell_type": "code", @@ -239,8 +239,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.694267Z", - "start_time": "2024-11-06T18:01:35.649637Z" + "end_time": "2024-11-08T21:43:14.316655Z", + "start_time": "2024-11-08T21:43:14.280599Z" } }, "cell_type": "code", @@ -252,8 +252,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.706020Z", - "start_time": "2024-11-06T18:01:35.703201Z" + "end_time": "2024-11-08T21:43:14.337130Z", + "start_time": "2024-11-08T21:43:14.333574Z" } }, "cell_type": "code", @@ -265,8 +265,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.829583Z", - "start_time": "2024-11-06T18:01:35.745102Z" + "end_time": "2024-11-08T21:43:14.462574Z", + "start_time": "2024-11-08T21:43:14.381827Z" } }, "cell_type": "code", @@ -291,7 +291,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "52\n" + "65\n" ] } ], @@ -300,8 +300,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.942557Z", - "start_time": "2024-11-06T18:01:35.838912Z" + "end_time": "2024-11-08T21:43:14.976493Z", + "start_time": "2024-11-08T21:43:14.486715Z" } }, "cell_type": "code", @@ -322,7 +322,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "37\n" + "49\n" ] } ], @@ -331,8 +331,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:35.984030Z", - "start_time": "2024-11-06T18:01:35.953594Z" + "end_time": "2024-11-08T21:43:15.010209Z", + "start_time": "2024-11-08T21:43:14.982036Z" } }, "cell_type": "code", @@ -357,8 +357,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-11-06T18:01:36.000799Z", - "start_time": "2024-11-06T18:01:35.998681Z" + "end_time": "2024-11-08T21:43:15.034737Z", + "start_time": "2024-11-08T21:43:15.031683Z" } }, "cell_type": "code", diff --git a/notebooks/environmental_context_value_sets/water/env_medium/post_google_sheets_water_env_medium.tsv b/notebooks/environmental_context_value_sets/water/env_medium/post_google_sheets_water_env_medium.tsv new file mode 100644 index 00000000..f64b8200 --- /dev/null +++ b/notebooks/environmental_context_value_sets/water/env_medium/post_google_sheets_water_env_medium.tsv @@ -0,0 +1,50 @@ +id label +ENVO:00003065 distilled water +ENVO:00002012 hypersaline water +ENVO:03600081 cloud water +ENVO:00005793 muddy water +ENVO:01001038 moderately saline water +ENVO:03600009 interstitial water +ENVO:00005792 underground water +ENVO:00002150 coastal sea water +ENVO:00002141 leachate +ENVO:01000358 acidic water +ENVO:01000173 anoxic water +ENVO:00002019 brackish water +ENVO:01001064 hypoxic water +ENVO:00002224 eutrophic water +ENVO:01001018 hypereutrophic water +ENVO:01000301 estuarine water +ENVO:01001270 rural stormwater +ENVO:01001267 stormwater +ENVO:03501370 stagnant water +ENVO:01000357 alkaline water +ENVO:00002228 pond water +ENVO:00002010 saline water +ENVO:00002006 liquid water +ENVO:01000722 meltwater +ENVO:00002011 fresh water +ENVO:00003044 brine +ENVO:01001039 highly saline water +ENVO:00002149 sea water +ENVO:01001004 groundwater +ENVO:00002223 oligotrophic water +ENVO:01000872 ballast water +ENVO:01001063 oxic water +ENVO:00003096 tap water +ENVO:01001257 saline shrimp pond water +ENVO:00002159 drilling bore water +ENVO:01001268 urban stormwater +ENVO:01000600 rainwater +ENVO:00002042 surface water +ENVO:00002225 mesotrophic water +ENVO:00003064 drinking water +ENVO:01000134 hydrothermal fluid +ENVO:00005791 sterile water +ENVO:06105269 desalinated water +ENVO:00003045 bacon curing brine +ENVO:02000145 subterranean lake +ENVO:03600002 cooling water +ENVO:01001037 slightly saline water +ENVO:00002142 borax leachate +ENVO:00002158 ditch water From eea2adfbc22dfddba553d509b8fbcd527ef9b2aa Mon Sep 17 00:00:00 2001 From: Mark Andrew Miller Date: Mon, 11 Nov 2024 13:27:49 -0500 Subject: [PATCH 22/22] Update README.md --- notebooks/environmental_context_value_sets/README.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/notebooks/environmental_context_value_sets/README.md b/notebooks/environmental_context_value_sets/README.md index 56e03e84..b3336d1e 100644 --- a/notebooks/environmental_context_value_sets/README.md +++ b/notebooks/environmental_context_value_sets/README.md @@ -15,9 +15,11 @@ those context fields, but the guidance is only specific to what classes would re address what subsets of classes could go in the fields on an Extension-byExtension basis. For example, it would not make sense to say the ten env_broad_scale of a soil samples was 'ocean biome [ENVO:01000048]'. -We assume that some exploration may have already been done with other tools, followed by human review may have been -performed, but these notebooks do not yet consult voting sheets. They do not inject the value sets into LinkML YAML -files as enumerations either. +We assume that some exploration may have already been done with other tools, followed by human review, +but these notebooks do not yet consult voting sheets, +such as those created in the external-metadata-awareness repo, like [soil-env_medium.Makefile](https://github.com/microbiomedata/external-metadata-awareness/blob/main/Makefiles/soil-env_medium.Makefile), +which have been [shared as Google Sheets](https://docs.google.com/spreadsheets/d/1qYrUvWK6toajWpadaEJ66X05MjiZ7YAB/edit?gid=502854718#gid=502854718) at times. +They do not [inject the value sets into LinkML YAML files as enumerations](https://github.com/microbiomedata/submission-schema/pull/260) either. ## Generating the env_broad_scale value set for soil samples: