diff --git a/docs/doctrees/environment.pickle b/docs/doctrees/environment.pickle
index ab8397b..92191df 100644
Binary files a/docs/doctrees/environment.pickle and b/docs/doctrees/environment.pickle differ
diff --git a/docs/doctrees/methods/installation_manuals/04_tree_visibility_installation.doctree b/docs/doctrees/methods/installation_manuals/04_tree_visibility_installation.doctree
index 17813e1..9d0301a 100644
Binary files a/docs/doctrees/methods/installation_manuals/04_tree_visibility_installation.doctree and b/docs/doctrees/methods/installation_manuals/04_tree_visibility_installation.doctree differ
diff --git a/docs/html/_sources/methods/installation_manuals/04_tree_visibility_installation.md.txt b/docs/html/_sources/methods/installation_manuals/04_tree_visibility_installation.md.txt
index d05dcae..48bf099 100644
--- a/docs/html/_sources/methods/installation_manuals/04_tree_visibility_installation.md.txt
+++ b/docs/html/_sources/methods/installation_manuals/04_tree_visibility_installation.md.txt
@@ -1,4 +1,4 @@
-# GRASS GIS and GRASS Addonns installation
+# GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact
 
 ## Computer specifications
 
@@ -14,6 +14,16 @@ The tools *r.viewshed.exposure* and *r.viewshed.impact* were run on a server wit
 |SSD|960 GB|960 GB|
 |Fie System|Ubuntu 18.04.5 LTS|Ubuntu 18.04.5 LTS|
 
+**Table 2.** Time used for r.viewshed.exposure processing.
+|Municipality|Processing time|
+|---|---|
+|Bodø|211 min|
+|Bærum|692 min|
+|Kristiansand|58 min|
+|Oslo|2078 min (34 hours 38 min)|
+
+The *r.viewhsed.impact* tool is more computationally demanding than *r.viewshed.exposure*. Due to resource restrictions, the tool was solely run on a test-site for the municipality of Oslo.
+
 
 ## Install GRASS GIS with Docker
 
@@ -79,6 +89,8 @@ g.extension extension=r.viewshed.impact url=/path/to/local/git-repo/r.viewshed.i
 
 ## GRASS GIS Tasks used in this project
 
+Note that processing costs a large amount of resources and time (Table 1 and 2). Therefore scheduling the tasks and disucssing resource allocation with your IT department is recommended.
+
 ### **Using GRASS GUI**
 1. Create new GRASS database
 GRASS GIS Database - GRASS GIS Manual (osgeo.org)
diff --git a/docs/html/methods/installation_manuals/04_tree_visibility_installation.html b/docs/html/methods/installation_manuals/04_tree_visibility_installation.html
index da3a760..735baae 100644
--- a/docs/html/methods/installation_manuals/04_tree_visibility_installation.html
+++ b/docs/html/methods/installation_manuals/04_tree_visibility_installation.html
@@ -46,7 +46,7 @@
   
   
   
-    <title>GRASS GIS and GRASS Addonns installation &#8212; Trekroner  documentation</title>
+    <title>GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact &#8212; Trekroner  documentation</title>
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
     <link rel="stylesheet" type="text/css" href="../../_static/material.css?v=79c92029" />
     <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
@@ -96,7 +96,7 @@
       <div class="md-flex__cell md-flex__cell--stretch">
         <div class="md-flex__ellipsis md-header-nav__title" data-md-component="title">
           <span class="md-header-nav__topic">Trekroner  documentation</span>
-          <span class="md-header-nav__topic"> GRASS GIS and GRASS Addonns installation </span>
+          <span class="md-header-nav__topic"> GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact </span>
         </div>
       </div>
       <div class="md-flex__cell md-flex__cell--shrink">
@@ -187,7 +187,7 @@
 <nav class="md-nav md-nav--secondary">
     <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
-        <li class="md-nav__item"><a href="#methods-installation-manuals-04-tree-visibility-installation--page-root" class="md-nav__link">GRASS GIS and GRASS Addonns installation</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#methods-installation-manuals-04-tree-visibility-installation--page-root" class="md-nav__link">GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#computer-specifications" class="md-nav__link">Computer specifications</a>
         </li>
@@ -222,8 +222,8 @@
         <div class="md-content">
           <article class="md-content__inner md-typeset" role="main">
             
-  <section id="grass-gis-and-grass-addonns-installation">
-<h1 id="methods-installation-manuals-04-tree-visibility-installation--page-root">GRASS GIS and GRASS Addonns installation<a class="headerlink" href="#methods-installation-manuals-04-tree-visibility-installation--page-root" title="Link to this heading">¶</a></h1>
+  <section id="grass-gis-installation-manual-for-r-viewshed-exposure-and-r-viewshed-impact">
+<h1 id="methods-installation-manuals-04-tree-visibility-installation--page-root">GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact<a class="headerlink" href="#methods-installation-manuals-04-tree-visibility-installation--page-root" title="Link to this heading">¶</a></h1>
 <section id="computer-specifications">
 <h2 id="computer-specifications">Computer specifications<a class="headerlink" href="#computer-specifications" title="Link to this heading">¶</a></h2>
 <p>The tools <em>r.viewshed.exposure</em> and <em>r.viewshed.impact</em> were run on a server with the following specifications (Table 1).</p>
@@ -262,6 +262,29 @@ <h2 id="computer-specifications">Computer specifications<a class="headerlink" hr
 </tr>
 </tbody>
 </table>
+<p><strong>Table 2.</strong> Time used for r.viewshed.exposure processing.</p>
+<table>
+<thead>
+<tr class="row-odd"><th class="head"><p>Municipality</p></th>
+<th class="head"><p>Processing time</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>Bodø</p></td>
+<td><p>211 min</p></td>
+</tr>
+<tr class="row-odd"><td><p>Bærum</p></td>
+<td><p>692 min</p></td>
+</tr>
+<tr class="row-even"><td><p>Kristiansand</p></td>
+<td><p>58 min</p></td>
+</tr>
+<tr class="row-odd"><td><p>Oslo</p></td>
+<td><p>2078 min (34 hours 38 min)</p></td>
+</tr>
+</tbody>
+</table>
+<p>The <em>r.viewhsed.impact</em> tool is more computationally demanding than <em>r.viewshed.exposure</em>. Due to resource restrictions, the tool was solely run on a test-site for the municipality of Oslo.</p>
 </section>
 <section id="install-grass-gis-with-docker">
 <h2 id="install-grass-gis-with-docker">Install GRASS GIS with Docker<a class="headerlink" href="#install-grass-gis-with-docker" title="Link to this heading">¶</a></h2>
@@ -325,6 +348,7 @@ <h2 id="install-grass-gis-addons-as-a-local-module">Install GRASS GIS Addons as
 </section>
 <section id="grass-gis-tasks-used-in-this-project">
 <h2 id="grass-gis-tasks-used-in-this-project">GRASS GIS Tasks used in this project<a class="headerlink" href="#grass-gis-tasks-used-in-this-project" title="Link to this heading">¶</a></h2>
+<p>Note that processing costs a large amount of resources and time (Table 1 and 2). Therefore scheduling the tasks and disucssing resource allocation with your IT department is recommended.</p>
 <section id="id1">
 <h3 id="id1"><strong>Using GRASS GUI</strong><a class="headerlink" href="#id1" title="Link to this heading">¶</a></h3>
 <ol class="arabic simple">
diff --git a/docs/html/methods/installation_manuals/index.html b/docs/html/methods/installation_manuals/index.html
index 33323a4..27e1a3b 100644
--- a/docs/html/methods/installation_manuals/index.html
+++ b/docs/html/methods/installation_manuals/index.html
@@ -199,7 +199,7 @@ <h1 id="methods-installation-manuals-index--page-root">Installation Manuals<a cl
 <div class="toctree-wrapper compound">
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="01_tree_detection_installation.html">Urban Tree Detection Installation Manual</a></li>
-<li class="toctree-l1"><a class="reference internal" href="04_tree_visibility_installation.html">GRASS GIS and GRASS Addonns installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="04_tree_visibility_installation.html">GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact</a></li>
 <li class="toctree-l1"><a class="reference internal" href="sphinx_dev_info.html">Sphinx Developer Information</a></li>
 </ul>
 </div>
diff --git a/docs/html/objects.inv b/docs/html/objects.inv
index 90e3926..5486908 100644
Binary files a/docs/html/objects.inv and b/docs/html/objects.inv differ
diff --git a/docs/html/searchindex.js b/docs/html/searchindex.js
index b778405..0857a4e 100644
--- a/docs/html/searchindex.js
+++ b/docs/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["ES_icons/ES_icons", "app_instructions/agol", "app_instructions/qfield", "index", "methods/01_tree_detection/README", "methods/01_tree_detection/index", "methods/01_tree_detection/input_data", "methods/01_tree_detection/project_structure", "methods/02_support_tools/README_extrapolation", "methods/02_support_tools/README_integration", "methods/02_support_tools/project_structure", "methods/03_itree_eco/README", "methods/05_urban_climate/README", "methods/06_tree_visibility/README", "methods/06_tree_visibility/params", "methods/06_tree_visibility/tables", "methods/index", "methods/installation_manuals/01_tree_detection_installation", "methods/installation_manuals/04_tree_visibility_installation", "methods/installation_manuals/index", "methods/installation_manuals/sphinx_dev_info", "methods/notebooks/01_FROST_extract_climate_data", "methods/notebooks/04a_tree_visibility_statistics_per_district", "methods/notebooks/04c_map_3-30-300_rule", "methods/notebooks/index", "methods/tables", "summary_stat/baerum_summary_stat", "summary_stat/bodo_summary_stat", "summary_stat/index", "summary_stat/kristiansand_summary_stat", "summary_stat/oslo_summary_stat"], "filenames": ["ES_icons/ES_icons.md", "app_instructions/agol.md", "app_instructions/qfield.md", "index.rst", "methods/01_tree_detection/README.md", "methods/01_tree_detection/index.rst", "methods/01_tree_detection/input_data.md", "methods/01_tree_detection/project_structure.md", "methods/02_support_tools/README_extrapolation.md", "methods/02_support_tools/README_integration.md", "methods/02_support_tools/project_structure.md", "methods/03_itree_eco/README.md", "methods/05_urban_climate/README.md", "methods/06_tree_visibility/README.md", "methods/06_tree_visibility/params.rst", "methods/06_tree_visibility/tables.rst", "methods/index.rst", "methods/installation_manuals/01_tree_detection_installation.md", "methods/installation_manuals/04_tree_visibility_installation.md", "methods/installation_manuals/index.rst", "methods/installation_manuals/sphinx_dev_info.md", "methods/notebooks/01_FROST_extract_climate_data.ipynb", "methods/notebooks/04a_tree_visibility_statistics_per_district.ipynb", "methods/notebooks/04c_map_3-30-300_rule.ipynb", "methods/notebooks/index.rst", "methods/tables.rst", "summary_stat/baerum_summary_stat.md", "summary_stat/bodo_summary_stat.md", "summary_stat/index.rst", "summary_stat/kristiansand_summary_stat.md", "summary_stat/oslo_summary_stat.md"], "titles": ["Ikoner for urbane \u00f8kosystemtjenester (NO)", "Instruks | Bytre-atlas (NO)", "Instruks | QField Treregisteringsapp (NO)", "Trekroner Dokumentasjon", "Task 1 | Urban Tree Detection", "Task 1 | Urban Tree Detection", "&lt;no title&gt;", "Project Structure", "Task 4 | Extrapolation of i-Tree Eco values", "Task 2 | Integration of Municipal Tree Data and ALS Data", "Project Structure", "Task 3 | i-Tree Eco Modelling", "Task 5 | Local Climate Regulation", "Task 6 | Mapping of trees visibility and accessibiltiy", "Parameters - Viewshed exposure and impact", "Look Up Tables - Green spaces and private and public open spaces", "Metoder (EN)", "Urban Tree Detection Installation Manual", "GRASS GIS and GRASS Addonns installation", "Installation Manuals", "Sphinx Developer Information", "Extract historical climate data from the Norwegian Meteorological Institute (MET)", "Caclulate tree visibility statistics per district", "Map tree visibility statistics per district", "Notebooks", "Tables", "Sammendragsstatistikk | Registrerte tr\u00e6r i B\u00e6rum", "Sammendragsstatistikk | Registrerte tr\u00e6r i Bod\u00f8", "Sammendragsstatistikk (NO)", "Sammendragsstatistikk |  Registrerte tr\u00e6r i Kristiansand", "Sammendragsstatistikk |  Registrerte tr\u00e6r i Oslo"], "terms": {"index": [20, 21, 22], "modul": [13, 17, 23], "search": [8, 18, 21], "page": [5, 12, 13, 20], "summari": 21, "1": [8, 9, 12, 13, 17, 18, 21, 22, 23, 26, 27, 29, 30], "thi": [4, 5, 7, 8, 9, 10, 12, 13, 14, 16, 17, 20, 21, 22, 23], "contain": [7, 8, 9, 12, 17, 18, 20], "contributor": 20, "rst": [5, 20], "doc": [5, 7, 10, 20], "sourc": [12, 13, 14, 18, 20, 21], "write": [17, 20, 22], "md": [7, 10, 20], "rmd": 20, "render": 20, "studio": 18, "other": [4, 5, 8], "editor": [], "copi": [5, 9, 12, 20, 21], "name": [9, 12, 14, 17, 18, 20, 21, 22, 23], "add": [8, 12, 18, 20, 22, 23], "link": [4, 5, 12, 16, 20], "sphinx": 19, "develop": [9, 11, 13, 17, 19], "inform": [8, 19], "project": [4, 5, 8, 11, 12, 13, 16, 17], "structur": [4, 5, 9], "main": [4, 20, 22], "r": [4, 5, 12, 13, 16, 17, 18, 21, 22, 23], "markdown": [], "html": [], "file": [4, 5, 7, 9, 10, 17, 18, 21, 22], "registrert": [3, 28], "tr\u00e6r": [2, 4, 9, 22, 28], "i": [0, 2, 3, 4, 5, 7, 12, 13, 16, 17, 18, 21, 22, 23, 28], "bod\u00f8": [1, 3, 4, 5, 8, 9, 12, 16, 23, 28], "": [4, 5, 8, 12, 13, 14, 16, 21, 26, 27, 29, 30], "byggesonen": 3, "treslagsfordel": [], "tre": 3, "egenskap": [], "regulerend": [], "\u00f8kosystemtjenest": [3, 4, 9], "dett": [2, 3, 26, 27, 29, 30], "dokumentet": [26, 27, 29, 30], "viser": [26, 27, 29, 30], "sammendragstatistikken": [26, 27, 29, 30], "innenfor": [26, 27, 29, 30], "byggeson": [26, 27, 29, 30], "tilknytted": [26, 27, 29, 30], "kartprodukt": [26, 27, 29, 30], "er": [0, 1, 2, 3, 26, 27, 29, 30], "synlig": [26, 27, 29, 30], "bytr\u00e6ratlaset": [26, 27, 29, 30], "bytr\u00e6ratla": [26, 27, 29, 30], "grupp": [26, 27, 29, 30], "beskrivels": [26, 27, 29, 30], "antal": [22, 26, 27, 29, 30], "totalt": [26, 27, 29, 30], "registert": [26, 27, 29, 30], "6184": 27, "tree": [2, 7, 12, 14, 16, 18, 19, 26, 27, 29, 30], "eco": [2, 4, 5, 16, 26, 27, 29, 30], "brukt": [26, 27, 29, 30], "6131": 27, "sone": [26, 27, 29, 30], "forurensn": [26, 27, 29, 30], "gr\u00f8nn": [26, 27, 29, 30], "5813": 27, "2": [8, 12, 13, 16, 18, 21, 22, 23, 26, 27, 29, 30], "gull": [26, 27, 29, 30], "371": 27, "3": [8, 9, 16, 17, 18, 21, 22, 26, 27, 29, 30], "r\u00f8d": [26, 27, 29, 30], "0": [8, 9, 12, 13, 14, 17, 21, 22, 23, 26, 27, 29, 30], "trebestand": [26, 27, 29, 30], "bestanden": [26, 27, 29, 30], "basert": [26, 27, 29, 30], "p\u00e5": [1, 2, 12, 15, 26, 27, 29, 30], "laserdata": [26, 27, 29, 30], "103738": [], "plot": [], "chunk": [], "speci": [4, 5, 8, 9], "probabl": [], "_static": [], "fig_kristiansand": [], "png": [], "attribut": [9, 12, 13, 14, 16, 22], "figur": [13, 16, 20], "karbon": [], "lagr": [], "treslag": [2, 26, 27, 29, 30], "med": [0, 2, 3, 15, 26, 27, 29, 30], "gjennomsnittlig": [27, 29, 30], "karbonlagr": [27, 29, 30], "100": [13, 14, 18, 22, 23, 27, 29, 30], "kg": [27, 29, 30], "vise": [27, 29, 30], "ikk": [2, 15, 27, 29, 30], "plottet": [27, 29, 30], "bind": 12, "\u00e5rlig": [27, 29, 30], "karbonbind": [4, 9, 27, 29, 30], "5": [4, 8, 13, 15, 16, 18, 21, 22, 23, 27, 29, 30], "\u00e5r": [27, 29, 30], "carbon": 8, "avoid": [12, 16], "co2": [27, 29, 30], "utslipp": [27, 29, 30], "unng\u00e5tt": [27, 29, 30], "reduksjon": [27, 29, 30], "av": [2, 3, 13, 27, 29, 30], "overflateavren": [27, 29, 30], "m3": [27, 29, 30], "luftforurens": [27, 29, 30], "25": [13, 14, 18, 22, 23, 26, 27, 29, 30], "g": [4, 5, 9, 12, 13, 18, 27, 29, 30], "en": [2, 3, 27, 30], "del": 3, "prosjektet": [0, 2, 3, 4, 9], "trekron": [2, 4, 9, 12, 16, 17, 23], "betydn": [2, 4, 9], "klimatilpasn": [4, 9], "og": [2, 3, 4, 9, 15], "biologisk": [4, 9], "mangfold": [4, 9], "knitr": 20, "knit": 20, "exampl": [4, 5, 13, 14, 20], "output": [4, 5, 9, 13, 14, 18, 20], "kristiansand_img": [], "sammendragsstatistikk": 3, "tekst": [], "kommer": [], "her": [0, 2], "sammendrag": [], "eksempel": [], "side": [], "denn": 3, "vedlegg": 3, "til": [2, 3], "nina": [2, 3, 8, 11, 12, 13], "rapport": [3, 11, 13, 16], "xxxx": 3, "http": [4, 5, 8, 9, 12, 13, 14, 16, 18, 21], "www": [], "prosjektbeskrivels": [], "nettsiden": 3, "instruk": 3, "6": [16, 21, 22, 23, 27, 29, 30], "131": [15, 30], "813": [], "103": [22, 23, 27, 30], "738": [], "subpag": 20, "group": [9, 20, 22], "separ": [20, 21], "folder": [4, 5, 9, 10, 17, 18, 20], "consol": [17, 18, 20], "creat": [4, 5, 9, 12, 13, 16, 17, 18, 20, 22, 23], "imag": [12, 17, 20], "The": [4, 5, 7, 8, 9, 10, 11, 12, 13, 16, 17, 18, 20, 21, 22], "ar": [4, 5, 7, 8, 10, 11, 12, 13, 16, 17, 20, 22], "referenc": 20, "ensur": [8, 9, 12, 20], "do": [7, 9, 10, 20], "space": [13, 16, 18, 20, 22, 23, 25], "rel": 20, "frost": [12, 21], "api": [12, 21], "extract": [5, 12, 13, 24], "histor": 24, "climat": [4, 5, 16, 22, 23, 24], "data": [2, 4, 8, 10, 17, 18, 23, 24], "from": [4, 5, 8, 9, 12, 13, 16, 17, 18, 22, 23, 24], "norwegian": [4, 5, 9, 12, 16, 24], "meteorolog": 24, "institut": 24, "station": [], "request": [], "observ": [12, 16], "oslo": [0, 1, 3, 4, 5, 7, 8, 9, 12, 13, 14, 16, 18, 23, 28], "b\u00e6rum": [1, 3, 4, 5, 8, 9, 12, 16, 23, 28], "hottest": [], "summer": 30, "record": [], "2018": [12, 21], "kristiansand": [1, 3, 4, 5, 7, 8, 9, 12, 16, 22, 23, 28], "view": 9, "github": [1, 2, 5, 12, 13, 18], "run": [4, 5, 7, 9, 10, 12, 13, 17, 18], "googl": 12, "colab": [], "author": [12, 21, 22, 23], "willek": [12, 13, 21, 22, 23], "A": [8, 12, 13, 14, 21, 22, 23], "campo": [12, 13, 21, 22, 23], "descript": [9, 12, 14, 16, 21, 22, 23], "notebook": [7, 10, 12, 16, 21, 22, 23], "met": [12, 24], "us": [4, 5, 8, 9, 12, 13, 16, 17, 21, 22], "store": [7, 14, 15, 17, 21, 22], "panda": [12, 21, 22, 23], "datafram": [12, 21, 22, 23], "save": 21, "csv": [21, 22], "detect": [7, 12, 13, 16, 19, 21], "document": [5, 11, 12, 13, 16, 18, 21, 22, 23], "result": [9, 13, 16, 18, 21, 22, 23], "tabl": [5, 8, 12, 13, 18, 21, 22], "show": [8, 13, 16, 21, 22, 23], "citi": [13, 21], "sourceid": 21, "coordin": 21, "dure": [21, 23], "landsat": [12, 21], "8": [12, 13, 21, 22, 23, 27, 29, 30], "period": 21, "temperatur": [12, 16, 21], "blindern": 21, "sn18700": 21, "10": [4, 5, 8, 9, 12, 13, 14, 16, 18, 21, 22, 23, 27, 29, 30], "723072": 21, "59": [21, 22, 23, 27, 29, 30], "940625": 21, "18": [18, 21, 22, 23, 26, 27, 29, 30], "1997": 21, "lufthavn": 21, "sn82310": 21, "14": [21, 22, 23, 26, 27, 29, 30], "375128": 21, "67": [21, 22, 23, 26, 27, 30], "282669": 21, "2023": [2, 13, 14, 16, 21], "sn39040": 21, "7": [21, 22, 23, 27, 29, 30], "995733": 21, "58": [21, 22, 27, 29, 30], "14615": 21, "17": [21, 22, 23, 26, 27, 29, 30], "import": [4, 8, 9, 12, 18, 21, 22, 23], "pd": [21, 22, 23], "yaml": [7, 10, 17, 21], "o": [9, 17, 21, 22, 23], "pathlib": 21, "path": [7, 9, 10, 16, 17, 18, 21, 22, 23], "project_path": 21, "cwd": 21, "parent": 21, "credentials_fil": 21, "join": [9, 12, 16, 21, 22, 23], "conf": 21, "local": [4, 5, 7, 9, 10, 13, 16, 17, 21, 23], "credenti": [7, 10, 21], "yml": [7, 9, 10, 17, 21], "home": [13, 23], "acampo": [12, 13], "git": 18, "ac": [], "urban": [3, 7, 8, 9, 11, 12, 13, 14, 16, 18, 19, 22, 23], "servic": [4, 5, 8, 11, 12, 16, 22], "read": [17, 21], "client": 21, "id": [12, 21, 22], "open": [9, 12, 13, 17, 18, 21, 22, 25], "f": [4, 5, 9, 12, 17, 21, 22, 23], "safe_load": 21, "client_id": 21, "frost_api": 21, "client_kei": 21, "defin": [5, 9, 12, 13, 21, 22, 23], "endpoint": 21, "endpoint_st": 21, "locat": [8, 9, 13, 14, 16, 18, 21], "v0": 21, "jsonld": 21, "issu": 21, "an": [4, 5, 8, 9, 12, 13, 14, 16, 17, 18, 21], "get": 21, "auth": 21, "json": [12, 18, 21], "json_stat": 21, "4": [4, 9, 15, 16, 21, 22, 23, 27, 29, 30], "b\u00e6erum": 21, "print": [21, 22], "geometri": [9, 21, 22, 23], "746092": 21, "912728": 21, "24": [22, 23, 26, 27, 30], "paramet": [7, 8, 9, 10, 12, 18, 21, 25], "endpoint_observ": 21, "element": 21, "mean": [8, 13, 21], "air_temperatur": 21, "p3m": 21, "best_estimate_mean": 21, "referencetim": 21, "1900": 21, "01": [21, 22, 23, 30], "check": [9, 18, 21, 22], "work": [5, 21], "out": [4, 5, 12, 18, 21], "ani": [9, 13, 21], "error": [8, 9, 17, 21, 22], "status_cod": 21, "200": [13, 21, 27, 29, 30], "retriev": 21, "els": [21, 22], "return": 21, "statu": 21, "code": [4, 5, 9, 12, 17, 18, 21], "messag": 21, "reason": 21, "26": [22, 23, 27, 29, 30], "all": [7, 8, 9, 12, 13, 16, 17, 21, 22, 23], "format": [2, 18, 21, 22], "df": [21, 22], "rang": [13, 14, 18, 21], "len": 21, "row": [12, 21, 22], "concat": 21, "ignore_index": 21, "true": [21, 22, 23], "reset_index": 21, "27": [22, 23, 26, 27, 29, 30], "These": [4, 5, 12, 21], "column": [12, 13, 14, 18, 21, 23], "kept": 21, "elementid": 21, "valu": [12, 13, 16, 18, 21, 22], "unit": [18, 21, 22], "timeoffset": 21, "df2": 21, "convert": [12, 13, 21, 22], "time": [13, 21], "python": [7, 9, 10, 16, 18, 21], "standard": [2, 9, 21], "datetim": 21, "to_datetim": 21, "28": [22, 23, 26, 27, 29, 30], "onli": [5, 8, 13, 21], "month": 21, "df_summer": 21, "dt": 21, "hott": 21, "2013": 21, "present": [12, 16, 21], "29": [22, 23, 27, 29, 30], "df_oslo": 21, "sort": [21, 22], "warmest": 21, "sort_valu": [21, 22], "inplac": [21, 22], "ascend": [21, 22], "fals": [4, 5, 21, 22], "displai": [21, 22, 23], "60": [15, 21, 22, 23, 27, 29, 30], "241": [21, 22, 23], "06": [21, 22, 23, 30], "00": [21, 22, 23, 27, 29, 30], "degc": 21, "pt0h": 21, "81": [13, 14, 15, 16, 21, 22, 23, 26, 27, 30], "325": 21, "41": [21, 22, 23, 27, 29, 30], "1947": 21, "69": [23, 26, 27, 30], "277": [], "2006": [], "73": [22, 23, 27, 29, 30], "1955": [], "109": [29, 30], "1964": [], "113": [15, 30], "1965": [], "50": [15, 22, 23, 27, 29, 30], "201": [], "1987": [], "13": [21, 22, 23, 27, 29, 30], "9": [12, 21, 22, 23, 27, 30], "56": [21, 22, 23, 27, 30], "225": [], "1993": [], "101": 27, "1962": [], "87": [22, 23, 27, 30], "30": [12, 15, 16, 22, 26, 27, 29, 30], "df_kristiansand": 21, "77": [21, 22, 23, 26, 27, 30], "654": [], "571": [], "62": [22, 23, 27, 30], "595": [], "2003": [], "80": [8, 22, 23, 29, 30], "666": [], "2021": [2, 4, 5, 12, 16], "16": [22, 23, 26, 27, 29, 30], "23": [15, 22, 23, 26, 27, 29, 30], "439": [22, 23], "11": [15, 22, 23, 27, 29, 30], "391": [], "1952": [], "443": [], "46": [22, 23, 27, 29, 30], "531": [], "21": [15, 22, 23, 26, 27, 30], "431": [], "83": [22, 23, 27, 29, 30], "31": [22, 23, 27, 29, 30], "1937": [], "1938": [], "15": [13, 16, 21, 22, 23, 27, 29, 30], "1939": [], "1940": [], "1941": [], "680": [], "12": [12, 15, 22, 23, 27, 29, 30], "683": [], "2019": [12, 13, 21], "687": [], "2020": [8, 9, 12, 21], "691": [], "2022": [8, 9, 12, 13, 14, 16], "695": [22, 23], "176": [27, 30], "32": [22, 23, 27, 30], "df_bod\u00f8": 21, "676": [], "2017": 12, "head": [21, 22], "655": [21, 29], "572": 21, "372": 21, "697": 21, "689": 21, "685": 21, "regul": [4, 5, 16], "1408": 26, "1393": 26, "stammediamet": [26, 27, 29, 30], "110": 26, "1163": 26, "221": [26, 27, 30], "218700": 26, "kronear": [22, 26, 27, 29, 30], "m2": [13, 15, 22, 26, 27, 29, 30], "h\u00f8yde": [2, 26, 27, 29, 30], "m": [4, 5, 12, 13, 15, 22, 23, 26, 27, 29, 30], "cm": [26, 27, 29, 30], "alm": [26, 27, 29, 30], "139": 26, "07": [26, 30], "66": [22, 23, 26, 27, 30], "nan": [22, 23, 26, 27, 30], "ask": [26, 27, 30], "464": 26, "98": [22, 23, 26, 27, 29, 30], "97": [22, 23, 26, 30], "bj\u00f8rk": [26, 27, 29, 30], "51": [22, 23, 26, 27, 29, 30], "b\u00f8k": [26, 29, 30], "36": [22, 23, 26, 27, 30], "71": [22, 26, 27, 29, 30], "45": [22, 23, 26, 27, 29, 30], "eik": [26, 30], "364": 26, "39": [22, 23, 26, 27, 30], "86": [22, 23, 26, 27, 29, 30], "54": [22, 23, 26, 27, 30], "furu": [26, 27, 30], "169": 26, "91": [26, 27, 29, 30], "lind": [26, 29, 30], "74": [22, 23, 26, 29, 30], "65": [22, 23, 26, 27, 29, 30], "35": [22, 23, 26, 27, 29, 30], "osp": [26, 27, 30], "selj": [26, 27, 30], "55": [8, 9, 22, 23, 26, 27, 29, 30], "spissl\u00f8nn": [26, 27, 29, 30], "231": [26, 29], "72": [22, 23, 26, 27, 29, 30], "svartor": [26, 30], "40": [13, 14, 18, 22, 23, 26, 27, 29, 30], "103504": 27, "som": [1, 2, 3, 27, 30], "har": [2, 27, 30], "sannsynlighet": [27, 30], "mindr": [15, 27, 30], "enn": [15, 27, 30], "klassifisert": [27, 30], "andr": [0, 2, 15, 27, 30], "alpeas": 27, "amerikahagtorn": 27, "anna": [27, 30], "art": [27, 30], "blodb\u00f8k": [27, 29, 30], "dunpil": 27, "epl": [27, 30], "gran": [27, 30], "gr\u00e5or": [27, 30], "gr\u00e5selj": 27, "gullregn": [27, 30], "hagtorn": [27, 30], "hegg": [27, 30], "hestekastanj": [27, 29, 30], "hvitpil": [27, 30], "istervi": 27, "katsuratr": 27, "kurvpil": 27, "lerk": [27, 30], "morel": [27, 30], "neverhegg": [27, 29, 30], "orn\u00e4sbj\u00f8rk": [27, 30], "prydepl": [27, 30], "rognas": [27, 30], "r\u00f8dhyll": 27, "sargentkirseb\u00e6r": [27, 30], "sitkagran": [27, 30], "s\u00f8lvasal": [27, 30], "s\u00f8lvpil": 27, "tartarl\u00f8nn": 27, "ukjent": 27, "ullungrogn": 27, "valn\u00f8tt": [27, 30], "33": [22, 23, 27, 29, 30], "44": [22, 23, 27, 30], "08": [27, 29, 30], "34": [13, 16, 22, 23, 27, 29, 30], "38": [22, 23, 27, 29, 30], "76": [22, 23, 27, 29, 30], "89": [22, 23, 27, 29, 30], "02": [22, 23, 27, 29, 30], "57": [22, 23, 27, 29, 30], "20": [8, 13, 14, 18, 22, 23, 27, 29, 30], "78": [22, 23, 27, 30], "balsampoppel": [27, 30], "304": [23, 27], "43": [22, 23, 27, 29, 30], "22": [8, 15, 22, 23, 27, 29, 30], "48": [8, 22, 23, 27, 29, 30], "1274": 27, "95": [22, 23, 27, 30], "52": [22, 23, 27, 29, 30], "85": [27, 29, 30], "19": [22, 23, 27, 29, 30], "94": [22, 23, 27, 29, 30], "84": [27, 29, 30], "04": [8, 18, 22, 23, 27, 29, 30], "53": [22, 23, 27, 29, 30], "90": [22, 23, 27, 29, 30], "hengebj\u00f8rk": [27, 30], "99": [15, 22, 23, 27, 29, 30], "49": [22, 23, 27, 29, 30], "37": [22, 23, 27, 29, 30], "47": [22, 23, 27, 30], "42": [22, 23, 27, 29, 30], "79": [27, 29, 30], "64": [22, 23, 27, 29, 30], "377": [18, 27], "platanl\u00f8nn": [27, 30], "262": 27, "88": [22, 23, 27, 30], "rogn": [27, 30], "686": 27, "68": [22, 23, 27, 30], "558": 27, "svensk": [27, 30], "asal": [27, 30], "925": 27, "syrin": [27, 30], "456": 27, "09": [22, 23, 27, 30], "nkr": [27, 29, 30], "energibesparels": [27, 29, 30], "totalverdi": [27, 29, 30], "5064": 27, "75": [12, 22, 23, 27, 29, 30], "05": [22, 23, 27, 29, 30], "177": [22, 23, 27], "951": 27, "204": [22, 23, 27], "61": [22, 23, 27, 29, 30], "150": [27, 29, 30], "102": [27, 30], "469": 27, "338": 27, "160": [22, 23, 27], "699": 27, "92": [22, 23, 27, 29, 30], "126": 27, "134": [22, 27], "250": [22, 23, 27, 29, 30], "1758": 27, "115": [27, 30], "111": [15, 27], "1042": 27, "886": 27, "300": [16, 22, 27, 29, 30], "3160": 27, "122": [15, 22, 23, 27, 30], "179": 27, "70": [15, 22, 23, 29, 30], "11081": 29, "199": 29, "397": [8, 29], "kulel\u00f8nn": [29, 30], "120": [23, 29, 30], "93": [22, 23, 29, 30], "rosehagtorn": 29, "sm\u00e5bladlind": [29, 30], "108": [22, 23, 29, 30], "svenskeas": 29, "s\u00f8ylekirseb\u00e6r": 29, "63": [8, 22, 23, 29, 30], "105": [22, 29], "82": [8, 15, 22, 23, 29, 30], "465": 29, "269": [29, 30], "172": 29, "312": 29, "96": [23, 29, 30], "2201": 29, "396": 29, "253": [29, 30], "412": 29, "148": [22, 23, 29], "178": [22, 29, 30], "1810": 29, "601": 29, "362": 29, "444": 29, "2433": 29, "763": 29, "488": 29, "589": 29, "350": [29, 30], "400": [29, 30], "2199": 29, "564": [22, 23, 29], "360": 29, "468": 29, "450": [29, 30], "7500": 29, "1025": 29, "728": 29, "29928": 30, "16198": 30, "skoletr\u00e6r": 30, "plassert": 30, "undervisningsomr\u00e5d": 30, "14339": 30, "13929": 30, "1772": 30, "633282": 30, "agnb\u00f8k": 30, "amurkorktr": 30, "raywood": 30, "askl\u00f8nn": 30, "barlind": 30, "bj\u00f8rkekirseb\u00e6r": 30, "blodl\u00f8nn": 30, "crimson": 30, "king": 30, "bl\u00e5gran": 30, "douglasgran": 30, "duetr": 30, "dvergfuru": 30, "edelgran": 30, "edelkastanj": 30, "einer": 30, "ekt": 30, "alexand": 30, "aroma": 30, "beauti": 30, "bath": 30, "charlamovski": 30, "charl": 30, "ross": 30, "cox": 30, "pomona": 30, "fuhr": 30, "gravenstein": 30, "gul": 30, "richard": 30, "haugmann": 30, "hvit": 30, "astrakan": 30, "ingrid": 30, "mari": 30, "jame": 30, "griev": 30, "juli": 30, "red": 30, "kanik": 30, "karin": 30, "schneider": 30, "katinka": 30, "lobo": 30, "ribston": 30, "s\u00e6vstaholm": 30, "torstein": 30, "sign": 30, "tillisch": 30, "transparent": 30, "blanch": 30, "worcest": 30, "pearmain": 30, "\u00e5ker\u00f8": 30, "fuglekirseb\u00e6r": 30, "slekta": 30, "gr\u00e5poppel": 30, "gudetr": 30, "gullpil": 30, "hassel": 30, "hemlokk": 30, "hengealm": 30, "hengeblodb\u00f8k": 30, "hengeb\u00f8k": 30, "himalayabj\u00f8rk": 30, "hjertetr": 30, "japankirseb\u00e6r": 30, "japankiseb\u00e6r": 30, "japanrogn": 30, "kirseb\u00e6r": 30, "kirseb\u00e6rbladet": 30, "koloradoedelgran": 30, "koreaedelgran": 30, "krimlind": 30, "kulekirseb\u00e6r": 30, "kystdogla": 30, "ligustersyrin": 30, "londonplatan": 30, "lundalm": 30, "l\u00f8nn": 30, "l\u00f8nne": 30, "magnolia": 30, "mannaask": 30, "naverl\u00f8nn": 30, "nordmannsedelgran": 30, "ore": 30, "oregoneik": 30, "papirbj\u00f8rk": 30, "parkhagtorn": 30, "parklind": 30, "plomm": 30, "althan": 30, "herman": 30, "opal": 30, "rein": 30, "claud": 30, "d": [4, 5, 8, 9, 13, 14, 16, 17, 30], "oullin": 30, "victoria": 30, "poppel": 30, "p\u00e6re": 30, "bergamott": 30, "clapp": 30, "favorit": 30, "clara": 30, "frij": 30, "esperen": 30, "herrep\u00e6r": 30, "gr\u00e5p\u00e6re": 30, "herzogin": 30, "elsa": 30, "ingeborg": 30, "moltk": 30, "r\u00f8db\u00f8k": 30, "r\u00f8deik": 30, "sembrafuru": 30, "serbergran": 30, "sibirlerk": 30, "sibirl\u00f8nn": 30, "silkefuru": 30, "silkepil": 30, "skarlageneik": 30, "skj\u00f8rpil": 30, "sm\u00f8rvaln\u00f8tt": 30, "sn\u00f8magnolia": 30, "sommereik": 30, "spansk": 30, "storbladlind": 30, "storrobinia": 30, "sukkerl\u00f8nn": 30, "sumpeik": 30, "surkirseb\u00e6r": 30, "svartfuru": 30, "svartsurb\u00e6r": 30, "svartvaln\u00f8tt": 30, "s\u00f8lvedelgran": 30, "s\u00f8lvlind": 30, "s\u00f8lvl\u00f8nn": 30, "s\u00f8rgjepil": 30, "s\u00f8tkirseb\u00e6r": 30, "s\u00f8yleagnb\u00f8k": 30, "s\u00f8yleb\u00f8k": 30, "s\u00f8yleeik": 30, "s\u00f8yleosp": 30, "s\u00f8ylesvartor": 30, "tempeltr": 30, "thuringerrogn": 30, "tokyokirseb\u00e6r": 30, "tulipantr": 30, "tyrkisk": 30, "tysk": 30, "ungarsk": 30, "urtidstr": 30, "vierslekta": 30, "vingen\u00f8tt": 30, "vintereik": 30, "virginiapoppel": 30, "vripil": 30, "weymouthfuru": 30, "\u00f8stamerikansk": 30, "thuja": 30, "1092": 30, "130": [4, 5, 30], "171": 30, "385": 30, "127": [23, 30], "147": 30, "232": 30, "792": 30, "407": 30, "dunbj\u00f8rk": 30, "339": 30, "03": [8, 30], "185": 30, "180": 30, "161": 30, "123": [15, 30], "136": [15, 23, 30], "747": 30, "616": 30, "117": 30, "548": 30, "3636": 30, "163": [23, 30], "191": 30, "484": 30, "118": [22, 23, 30], "104": [22, 23, 30], "399": 30, "2488": 30, "198": 30, "158": [23, 30], "174": 30, "114": [22, 23, 30], "193": 30, "500": 30, "800": 30, "7284": 30, "188": 30, "263": 30, "4186": 30, "4540": 30, "4563": 30, "411": 30, "550": 30, "773": 30, "11766": 30, "12598": 30, "2241": 30, "610": 30, "215": 30, "845": 30, "1232": 30, "17889": 30, "142": [15, 30], "19107": 30, "1032": 30, "775": 30, "235": 30, "1105": 30, "1808": 30, "25258": 30, "133": [15, 30], "26750": 30, "523": 30, "865": 30, "249": 30, "1394": 30, "2286": 30, "31905": 30, "168": 30, "33743": 30, "242": [23, 30], "908": 30, "258": 30, "1609": 30, "2655": 30, "36928": 30, "124": [15, 22, 23, 30], "38939": 30, "141": [15, 23, 30], "856": 30, "1835": 30, "3103": 30, "43424": 30, "45660": 30, "1498": 30, "292": 30, "2361": 30, "3741": 30, "56179": 30, "58954": 30, "1173": 30, "309": 30, "2274": 30, "3561": 30, "49745": 30, "52406": 30, "1275": 30, "282": 30, "2267": 30, "3749": 30, "48299": 30, "437": 30, "51390": 30, "984": 30, "301": 30, "2737": 30, "3929": 30, "53802": 30, "56841": 30, "600": 30, "1082": 30, "288": 30, "2539": 30, "3680": 30, "48246": 30, "51074": 30, "650": 30, "1029": 30, "1994": 30, "3626": 30, "37996": 30, "40244": 30, "700": 30, "551": 30, "2560": 30, "5312": 30, "72289": 30, "75151": 30, "750": 30, "731": 30, "279": 30, "3192": 30, "4624": 30, "49001": 30, "52473": 30, "327": 30, "268": 30, "3447": 30, "6923": 30, "97044": 30, "100759": 30, "850": 30, "6000": 30, "2543": 30, "900": 30, "2162": 30, "107": 30, "1179": 30, "11034": 30, "33322": 30, "34609": 30, "950": 30, "625": 30, "418": 30, "6472": 30, "10803": 30, "182992": 30, "189883": 30, "1050": 30, "1100": 30, "514": 30, "298": [22, 23, 30], "7475": 30, "7488": 30, "116618": 30, "124392": 30, "ble": 0, "utviklet": [0, 2, 3], "bymilj\u00f8etaten": 0, "kommun": [0, 1], "fremtiden": 0, "byer": 0, "ikonen": 0, "kommunikasjon": 0, "om": [0, 2], "befolkningen": 0, "sektor": 0, "tilgjengelig": [0, 1, 2, 3], "nedlast": [0, 3], "de": [0, 3], "kan": [0, 2, 3], "bruke": [0, 2, 3], "organisasjon": 0, "treedetect": [12, 17], "instal": [7, 10, 12, 16, 23], "todo": [4, 5, 22, 23], "variabl": [2, 7, 8, 9, 10, 14, 17], "template_cookiecutt": [], "support": 16, "tool": [11, 12, 13, 14, 16, 18], "itre": [4, 5, 16], "visibl": [4, 5, 14, 16, 18], "repo": [13, 18], "progress": 5, "provid": [4, 5, 7, 9, 11, 12, 16, 17], "area": [4, 5, 8, 9, 11, 12, 13, 16, 23], "airborn": [4, 5, 16], "laser": [4, 5, 7, 13, 16], "scan": [4, 5, 16], "al": [2, 4, 5, 12, 13, 16], "nation": [4, 5, 12], "geograph": [4, 5, 16], "dataset": [4, 5, 8, 9, 12, 13, 16], "databas": [2, 4, 5, 16, 18], "crown": [4, 5, 8, 9, 12, 13, 14, 16, 18, 22, 23], "polygon": [4, 5, 9, 12, 13, 14, 16], "top": [4, 5, 16], "point": [4, 5, 7, 8, 9, 13, 14, 16, 18, 22], "per": [4, 5, 9, 12, 13, 16], "neighbourhood": [4, 5, 9, 12, 13, 16, 23], "can": [4, 5, 8, 12, 13, 16, 18, 23], "input": [4, 5, 9, 13, 14, 16, 18], "model": [4, 5, 7, 8, 9, 12, 14, 16, 18], "estim": [4, 5, 8, 11, 12, 13, 16], "ecosystem": [4, 5, 8, 11, 12, 16, 22], "howev": [4, 5, 13], "must": [4, 5], "supplement": [4, 5, 9], "situ": [4, 5, 8, 9, 16], "e": [4, 5, 8, 9, 12, 17], "dbh": [4, 5, 8, 9], "etc": [4, 5, 22], "gi": [2, 4, 5, 9, 13, 14, 16, 19], "deriv": [4, 5, 13], "land": [4, 5, 9, 12, 13, 16], "build": [4, 5, 8, 9, 12, 13, 16, 22, 23], "footprint": [4, 5, 13], "succesfulli": 4, "repositori": [4, 5, 9, 12, 17], "supporttool": [4, 5], "prepar": [4, 5, 8], "In": [4, 5, 8, 12, 13, 16, 17, 18, 22], "addit": [4, 5, 8, 12, 13, 16, 23], "includ": [4, 5, 7, 10, 13, 23], "cultur": [4, 5], "follow": [4, 5, 7, 8, 9, 10, 12, 13, 16, 17, 18], "climateservic": 4, "heat": [4, 5, 12, 16], "viewsh": [4, 5, 16, 18, 22, 25], "exposur": [4, 5, 9, 16, 18, 25], "impact": [4, 5, 12, 16, 18, 22, 25], "task": [], "kartverket": [4, 13], "built": [4, 5, 12, 16], "up": [4, 5, 7, 9, 10, 12, 16, 25], "zone": [4, 5, 8, 9, 16], "municip": [4, 5, 7, 8, 12, 13, 14, 16, 22, 23], "watersh": [4, 5, 16], "segment": [4, 5, 8, 9, 16], "method": [4, 5, 7, 10, 14, 16], "hanssen": [4, 5, 12, 16], "et": [2, 3, 4, 5, 12, 13, 16], "detec": [4, 5], "posit": [4, 5], "object": [4, 5, 13], "instead": [4, 5, 8], "lamp": [4, 5], "post": [4, 5], "identifi": [4, 5], "outlier": [4, 5, 8], "geometr": [4, 5, 9], "shape": [4, 5, 9, 22], "appli": [4, 5, 9, 13, 16, 18, 22, 23], "arcgi": [1, 4, 5, 9, 17], "pro": [4, 5, 9, 17], "conda": [7, 9, 10, 17], "environ": [7, 9, 10, 12], "depend": 17, "3d": 17, "analyst": [9, 17], "spatial": [9, 12, 17, 22], "licens": [7, 9, 10, 17], "here": [12, 13, 17, 18], "step": [4, 9, 12, 17], "compat": [5, 17], "packag": [4, 7, 9, 10, 17, 23], "new": [9, 13, 17, 18, 22, 23], "necessari": 17, "describ": [12, 17], "anaconda": 17, "prompt": 17, "command": [9, 12, 14, 17, 18], "cd": [9, 17], "p": [12, 13, 17, 18], "project_fold": 17, "activ": [9, 12, 17], "OR": 17, "clone": [4, 9, 17, 18], "your": [4, 5, 7, 9, 10, 12, 17, 18], "base": [9, 12, 13, 14, 16, 17, 23], "manual": [4, 5, 9, 16, 18], "list": [9, 17, 23], "requir": [7, 8, 9, 10, 12, 17, 23], "txt": [7, 9, 10, 12, 17], "pip": [9, 12, 17, 23], "src": [4, 5, 7, 10, 17, 18], "mode": [9, 17], "egg": [9, 17], "info": [9, 17], "case": [9, 12, 13, 16, 17, 18, 22], "you": [4, 5, 9, 12, 13, 16, 17, 18], "remov": [8, 12, 17], "reinstal": 17, "myenv": 17, "verifi": 17, "delet": 17, "linter": [7, 9, 10, 17], "pipx": [9, 17], "make": [5, 8, 9, 13, 14, 16, 17], "global": [9, 12, 17], "test": [8, 9, 17, 23], "codestyl": [9, 17], "note": [9, 17], "As": [9, 13, 17], "pre": [4, 5, 9, 17], "commit": [7, 9, 10, 17], "unfortun": [9, 17], "give": [9, 17], "acc": [9, 17], "deni": [9, 17], "window": [9, 17], "would": [9, 16, 17], "recommend": [4, 5, 8, 9, 13, 17], "befor": [9, 17], "chang": [9, 17], "black": [9, 17, 22], "isort": [9, 17], "ruff": [9, 17], "config": [7, 9, 10, 17], "util": [4, 5, 7, 10, 12, 17], "py": [4, 5, 7, 9, 10, 14, 17, 23], "yaml_util": 17, "function": [13, 14, 17, 18, 23], "test_config": 17, "logger": [7, 10, 17], "geospatialdata": 17, "fkb_building_path": 17, "gdbfile": 17, "fkb_water_path": 17, "ssb_district_path": 17, "ar5_landuse_path": 17, "filgdbfile": 17, "raw_data_path": 17, "raw": 17, "which": [8, 12, 13, 17, 23], "local_git": 17, "version": [12, 17], "fme": 4, "studi": [4, 5, 8, 9, 12, 13, 14, 16, 22], "vector": [4, 7, 12, 13, 18, 22], "filegdb": [4, 12], "featur": [4, 8, 12], "class": [4, 13, 23], "b": [4, 9, 12], "laz": [4, 5, 7], "zip": [4, 5, 22], "la": [4, 5], "c": [4, 7, 9, 10, 12, 13, 16, 18], "water": [4, 5, 8, 12, 13], "bodi": [4, 5, 13], "specif": [4, 5, 8, 9, 11], "mask": [4, 5, 12], "we": [4, 5, 8, 13, 16], "each": [4, 5, 7, 8, 9, 12, 13, 16, 22], "might": [4, 5], "want": [4, 5, 18], "relev": [4, 5], "analysi": [4, 5, 8, 9, 13, 23], "yet": [4, 5, 13], "avail": [4, 5, 8, 11, 13, 18], "formula": [4, 5, 8, 9, 12], "study_area_200m_buff": [4, 5], "fkb_bygning_omr_1m_buff": 4, "fkb_vann_omrad": 4, "ssb_lufthavn": 4, "ssb_bane": 4, "process": [4, 5, 7, 12, 13, 18], "script": [4, 5, 18], "prepare_lidar": [4, 5], "sub": [4, 7, 10], "tree_detect": [4, 5], "canopi": [4, 5, 12, 13, 23], "height": [4, 5, 8, 9, 13], "chm": [4, 5], "model_chm": [4, 5], "watershed_segment": [4, 5], "identify_false_posit": [4, 5], "makefil": [4, 7, 10], "subroutin": [4, 5], "barton": [4, 5, 8, 9, 13, 14, 16], "n": [4, 5, 8, 9, 13, 14, 15, 16], "venter": [4, 5, 8, 12], "z": [4, 5, 8, 9, 12, 13, 14, 16], "nowel": [4, 5], "cimburova": [4, 5, 8, 9, 13, 14, 16, 18], "lidar": [2, 4, 5, 7, 8, 9], "map": [4, 5, 12, 14, 16, 18, 22], "extent": [4, 5, 8, 9], "condit": [4, 5, 9], "account": [4, 5], "ecolog": [4, 5], "indic": [4, 5, 8, 13, 16], "108007": [4, 5], "doi": [4, 5, 8, 9, 12, 13, 14, 16], "org": [4, 5, 8, 9, 11, 12, 13, 14, 16, 18], "1016": [4, 5, 8, 9, 12, 13, 14, 16], "j": [4, 5, 8, 9, 12, 13, 14, 16], "ecolind": [4, 5], "part": [4, 9, 18], "env": [7, 9, 10], "public": [9, 13, 16, 18, 22, 25], "readm": [7, 10], "152022_itree_eco_ifront_synliggjore_trars_rolle_i_okosyst": [], "updat": 22, "lookat": [], "stem_point": [], "crown_las": [], "top_las": [], "raw_data": 7, "baerum": 7, "las_inside_buildupzon": 7, "inside_buildupzon": 7, "outside_buildupzon": 7, "bodo": 7, "15220700_gis_samordning_2022_": [], "marea_spare_ecogap": [], "arcgispro": 9, "collect": [], "clean": [9, 16], "train": [8, 9, 12], "evalu": 8, "visual": [12, 14, 16, 18], "templat": [7, 9, 10], "cookiecutt": [], "level": [12, 13], "interim": [7, 12], "intermedi": 7, "ha": 7, "been": 7, "transform": [7, 18], "final": [7, 8], "canon": 7, "set": [7, 9, 10, 11, 12, 13, 18, 22, 23], "origin": [7, 12], "immut": 7, "dump": 7, "default": 13, "see": [8, 9, 12, 13, 23], "detail": [9, 12, 13], "jupyt": 12, "convent": [], "number": [8, 12, 13, 14, 16, 22, 23], "order": [], "creator": [], "initi": 23, "short": [], "delimit": [], "jqp": [], "explor": [], "refer": [5, 14, 16], "dictionari": [], "explanatori": [], "materi": [], "report": [13, 16], "gener": [9, 12], "pdf": 1, "latex": [], "graphic": [], "reproduc": [], "freez": [], "setup": [7, 10], "so": 12, "__init__": [7, 10], "download": [11, 12, 13], "make_dataset": [], "turn": [], "build_featur": [], "predict": [8, 12], "predict_model": [], "train_model": [], "exploratori": [], "orient": [], "tox": [], "ini": [], "readthedoc": [], "io": [], "full": 9, "auxiliari": [9, 16], "exist": [8, 9, 16, 18, 22], "inventori": [8, 9, 16], "enabl": [8, 9], "py3": 9, "option": [5, 9], "often": 9, "specifi": [9, 13], "pyproject": [7, 9, 10], "toml": [7, 9, 10], "user": 9, "fill": [8, 9, 18, 23], "THAT": 9, "NOT": [7, 9, 10, 22], "TO": 9, "THE": 9, "correct": [9, 16], "look": [9, 25], "catalog": [7, 9, 10, 22], "more": [8, 9, 13, 16], "prep": 9, "entri": 9, "prepare_data": 9, "load": [5, 7, 9, 10, 12, 22], "ii": [9, 12, 16], "stem": [8, 9, 16], "iii": [9, 12, 16], "ref": [8, 9], "automat": [5, 9], "field": [8, 9, 23], "design": [9, 16], "translat": [9, 13], "stem_id": 9, "crown_diamet": [8, 9], "iv": [9, 12, 16], "join_data": 9, "classifi": [5, 9, 13, 23], "relationship": [8, 9], "split": [8, 9, 22], "overlap": [9, 22], "multipl": [8, 9], "qualiti": 9, "control": 9, "wether": 9, "assign": [9, 13], "singl": [9, 12], "v": [8, 9, 12, 16, 18], "relat": [5, 9, 13], "one": [9, 16], "simpl": 9, "than": [8, 9, 13], "voronoi": 9, "tessel": 9, "doe": [8, 9], "comput": [9, 13], "auxillari": 9, "compute_attribut": 9, "thes": 9, "overlai": 9, "pollut": [8, 9], "crown_id": 9, "objectid": [9, 22], "diamet": [8, 9], "volum": [9, 13, 14, 16], "distanc": [9, 13, 14, 16, 22], "direct": 9, "light": 9, "attr": 9, "within": [8, 9, 12, 13, 16, 22, 23], "pipelin": [9, 12, 22], "them": [5, 8, 9], "separatli": 9, "cose": 9, "need": 9, "super": 9, "slow": 9, "12h": 9, "runtim": 9, "potenti": [8, 9], "geospati": [8, 9], "bayesian": [8, 9], "network": [8, 9], "assess": [8, 9, 13], "forestri": [8, 9, 13, 14, 16], "green": [8, 9, 12, 13, 14, 16, 22, 23, 25], "126801": [8, 9], "ufug": [8, 9, 13, 14, 16], "adapt": [9, 12], "fromt": 9, "under": [2, 3, 9, 13], "gnu": 9, "gpl": 9, "thei": 8, "find": 8, "air": 8, "most": [8, 16, 22, 23], "storag": 8, "sequestr": 8, "reduct": 8, "runoff": 8, "To": [8, 16], "total": [8, 12, 13], "benefit": [8, 16], "breast": 8, "predictor": 8, "u": 8, "simplifi": 8, "autom": 8, "workflow": [8, 12, 13], "same": [8, 13], "For": [8, 13, 16], "also": [8, 12], "indiviu": 8, "no2": 8, "pm2": 8, "individu": [8, 13], "differ": [8, 12, 13, 16], "combin": [8, 13, 16], "first": [8, 13, 22], "crown_area": 8, "If": [8, 12], "miss": 8, "equat": 8, "crown_diam": 8, "median": 8, "respect": 8, "less": 8, "sensit": 8, "encod": [8, 23], "categor": [8, 23], "have": [8, 12, 13, 23], "suffici": 8, "skew": 8, "larg": 8, "oak": 8, "wa": [8, 13], "obtain": 8, "identifyt": 8, "hollow": 8, "assum": 8, "distribut": 8, "similar": [7, 8], "regressor": [8, 12], "select": [8, 16, 22], "random": [8, 12, 14, 18], "forest": [8, 11, 12, 13], "linear": [8, 16], "datast": 8, "1000": [8, 15], "otherwis": 8, "non": [8, 12, 13], "parametr": 8, "captur": [8, 22], "between": [8, 12, 13], "respons": 8, "decis": 8, "being": 8, "subset": [8, 23], "averag": [8, 12], "fore": 8, "maximum": [8, 12, 14], "consid": 8, "node": 8, "max": 8, "tune": 8, "prone": 8, "overfit": 8, "therefor": 8, "unseen": 8, "our": 8, "grid": [8, 12], "implement": 8, "fold": 8, "cross": 8, "valid": 8, "perform": [8, 13], "optim": 8, "highest": 8, "r2": 8, "score": 8, "against": 8, "extern": 8, "better": 8, "suit": 8, "small": 8, "target": 8, "consist": [8, 16], "cloud": [7, 8, 13, 16], "eq": 8, "thereaft": 8, "peform": 8, "root": 8, "squar": 8, "rmse": 8, "measur": 8, "how": [8, 12, 13, 18, 22], "well": 8, "fit": 8, "perfect": 8, "infin": 8, "best": 8, "slightli": 8, "decreas": [8, 13], "when": [8, 22], "further": [8, 13], "redcut": 8, "slighlti": 8, "lower": [8, 16], "simpler": 8, "pluss": 8, "directli": 8, "sequest": 8, "drop": [8, 22], "memo": 8, "gitignor": [7, 10], "metadata": [7, 10, 13], "log": [7, 10], "project_structur": [7, 10], "gitkeep": [7, 10], "decor": [7, 10], "configur": [7, 10], "lint": [7, 10], "instruct": [4, 13], "organ": [7, 13], "terratec": [5, 7], "AS": [5, 7, 22], "diagram": 13, "aim": 16, "quantifi": [13, 16], "four": 16, "comprehens": 16, "understand": 16, "ing": [], "remot": [12, 16], "sens": [12, 16], "calcul": [12, 16, 22, 23], "addi": [], "tional": [], "effect": [12, 16], "semi": 5, "appriori": [], "rout": 16, "characterist": 16, "instanc": 16, "densiti": [13, 14, 16], "compar": [12, 16], "higher": 16, "upon": 16, "leverag": 16, "establish": 16, "methodologi": 16, "program": 16, "estab": [], "lish": [], "integr": 16, "unifi": 16, "regist": 16, "variou": 16, "analys": 16, "cal": [], "culat": [], "extrapol": 16, "regress": [8, 16], "whole": 16, "cover": [12, 13, 16, 22, 23], "coverag": [12, 13, 14, 16, 22], "surfac": [12, 13, 16], "lst": [12, 16], "counterfactu": [12, 16], "term": [12, 16], "risk": [12, 16], "person": [12, 16], "tee": [], "mod": [], "ell": [], "grass": [12, 13, 16, 19], "addonn": 19, "blumentrath": [13, 14, 16], "privat": [13, 16, 18, 22, 25], "site": [13, 16], "rule": 16, "three": [12, 13, 16], "district": [12, 13, 16], "residenti": [13, 16, 22, 23], "least": [13, 16, 23], "meter": [13, 16], "percentag": [13, 16, 22], "onlin": [1, 16], "atla": [3, 16], "x": [13, 22, 23], "correspond": [5, 16], "softwar": [11, 16], "vi": [2, 16], "vii": 16, "greeneri": [13, 14, 16], "effi": [], "cient": [], "practic": [13, 14, 16], "plan": [13, 14, 16], "applic": [13, 14, 16], "landscap": [13, 14, 16], "222": [13, 14, 16], "104395": [13, 14, 16], "landurbplan": [13, 14, 16], "visi": [], "biliti": [], "valuat": [13, 14, 16], "127839": [13, 14, 16], "konijnendijk": [13, 16], "evid": [13, 16], "guidelin": [13, 16], "greener": [13, 16], "healthier": [13, 16], "resili": [13, 16], "introduc": [13, 16], "re": [13, 16, 22], "821": [13, 16], "830": [13, 16], "1007": [13, 16], "s11676": [13, 16], "022": [13, 16], "01523": [13, 16], "seven": 16, "summary_no": [], "summary_en": [], "bytr": 3, "qfield": 3, "treregisteringsapp": 3, "addition": 16, "appropri": 16, "addon": [13, 16], "toctre": [], "maxdepth": [], "caption": [], "sphinx_dev_info": [], "effici": [13, 14, 16], "empti": [], "header": [], "ikon": 3, "metod": 3, "NO": 3, "dokumentasjonsiden": 3, "prosjeket": 3, "m\u00e5l": 3, "\u00e5": [2, 3], "kartlegg": [2, 3], "verdsett": 3, "bytr\u00e6r": 3, "verkt\u00f8ykass": 3, "trekronekartleg": 3, "verdiset": [2, 3], "best\u00e5r": 3, "deler": 3, "app": 3, "datainnsaml": 3, "felt": [2, 3], "treregistreringsapp": 3, "digitalt": 3, "datavisualis": 3, "resultaten": 3, "agol": 3, "arbeidsflyt": 3, "kombiner": 3, "fjernm\u00e5lingsdata": 3, "estimer": 3, "t\u00e6er": [], "\u00f8kosystemtjenesten": 3, "instruksjon": [], "finn": [2, 3], "treregistringsapp": 3, "arbeidsflyten": 3, "metoden": 3, "dokumentert": 3, "statistisk": [3, 13], "resultat": 3, "tr\u00e6rne": 3, "kommunen": [2, 3], "treregistr": 3, "tillegg": [2, 3], "det": [2, 3], "formidl": 3, "feltdata": 3, "veileder": 3, "break": [], "feltregisteringsverkt\u00f8i": 2, "bruk": 2, "treregist": 2, "etter": 2, "feltmetod": 2, "verdset": 2, "vat": 2, "treregisteringsappen": 2, "nollet": 2, "oppdatert": 2, "appen": 2, "koblet": 2, "kartgrensesnitt": 2, "tilh\u00f8rend": 2, "qgi": 2, "gj\u00f8r": 2, "man": 2, "slipper": 2, "papirskjema": 2, "tast": 2, "inn": 2, "excel": 2, "last": [1, 2, 22, 23], "dem": 2, "opp": 2, "programvar": 2, "stedet": 2, "hent": 2, "dataen": 2, "direkt": 2, "ut": [1, 2], "reduser": 2, "ressursbruken": 2, "feltarbeider": 2, "risikoen": 2, "feil": 2, "ved": 2, "dataoverf\u00f8r": 2, "innhent": 2, "bakkedata": 2, "fra": [1, 2], "kartleg": 2, "eller": [2, 15], "tredatabas": 2, "gjelder": 2, "spesielt": 2, "stammeomkret": 2, "trekronen": 2, "over": 2, "bakken": 2, "tilsand": 2, "mulig": 2, "registrer": 2, "samler": 2, "tilleggsdata": 2, "vurder": 2, "treet": 2, "helsetilstand": 2, "ansl\u00e5tt": 2, "alder": 2, "biotop": 2, "arter": 2, "standardis": 2, "norg": 2, "testet": 2, "android": 2, "nettbrett": 2, "detaljert": 2, "instruks": 2, "hvordan": 2, "bruker": 2, "informasjon": 2, "opprett": 2, "nytt": 2, "prosjekt": 2, "samm": 2, "mal": 2, "omr\u00e5d": [2, 22], "ned": [1, 2], "arbeid": [1, 2], "p\u00e5g\u00e5r": [1, 2], "atlasen": 1, "apper": 1, "ligger": 1, "fil": 1, "com": 18, "ninanor": [], "itreetool": 11, "ervic": 5, "osgeo": 18, "grass8": 18, "raster": [12, 13, 14, 18], "zofi": [13, 18], "srcdataprepare_lidar": [], "srctree_detect": [], "srcmakefil": [], "srcmain": [], "acknowledg": [], "successfulli": 5, "_": [], "content": [], "input_data": [], "restructr": 5, "text": 5, "action": 5, "buildin_footprint": 5, "waterbod": 5, "srcdatamovefile_lookup": [], "tile": 5, "insid": [5, 18], "outsid": 5, "srcdataextract_laz": [], "bat": 5, "srcdatamovefile_substr": [], "xxx": [5, 11], "yyi": 5, "move": [5, 13, 22, 23], "srcdatarenamefil": [], "renam": 5, "utmxx_x_xxx_yyy_x": 5, "utm33_1_495_304_01": 5, "srcdatadefine_project": [], "epsg": [5, 18, 22, 23], "25833": [5, 18], "25832": [5, 18, 22, 23], "srcprepare_lidar": [], "movefile_lookup": 5, "extract_laz": 5, "movefile_substr": 5, "renamefil": 5, "define_project": 5, "word": 5, "analyz": 12, "methodolgi": 12, "gee": 12, "extract_raster_data": 12, "norwai": [12, 13], "kedro": [12, 22], "raster_process": 12, "geotiff": 12, "rasterstack": 12, "stack": 12, "geodatafram": [12, 22, 23], "where": [12, 13, 22], "band": 12, "becom": 12, "colum": 12, "pixel": [12, 13, 22], "lst_counterfactu": 12, "ecosystem_servic": 12, "complet": 12, "host": 12, "framework": 12, "streamlin": 12, "instricut": 12, "docker": 12, "gdal": [12, 18], "hard": 12, "dockerfil": 12, "he": 12, "found": [12, 13], "t": 12, "tag": 12, "containt": 12, "pleas": 12, "mount": 12, "template_devcontain": 12, "virtual": 12, "venv": 12, "pc": 12, "python3": [12, 23], "bin": [12, 22, 23], "enter": [12, 18], "directori": [12, 18], "cach": 12, "sequenc": 12, "viz": 12, "access": [12, 13, 18, 23], "termin": 12, "overview": 12, "type": [12, 18, 22, 23], "date": 12, "outlin": 12, "popul": 12, "statist": [12, 13], "befolkningsstatistikk": 12, "grunnkrets": 12, "startifi": 12, "ag": 12, "grunnkret": [12, 13], "geonorg": [12, 13], "arealdekk": 12, "worldcov": 12, "resolut": [12, 13], "sentinel": 12, "esa": 12, "earth": [12, 13], "engin": 12, "terrain": [12, 13], "terrengmodel": 12, "ditigit": 12, "dtm": [12, 13, 14], "overflatetemperatur": 12, "ermida": 12, "composit": 12, "resampl": 12, "100m": [12, 14], "export": [12, 18, 22], "_lst_100m": 12, "tif": [12, 14, 18], "world": [12, 13], "fraction": 12, "cropland": 12, "shrub": 12, "_lcf_100m": 12, "10m": 12, "elev": [12, 13, 14, 18], "_avg_dtm_100m": 12, "geopanda": [12, 22], "_tcf_100m": 12, "pop_elderli": [12, 22], "sum": [12, 22], "year": 12, "old": 12, "count_tre": 12, "count": [12, 13], "scenario": 12, "simul": 12, "zero": 12, "100x100": 12, "With": 12, "cell": [12, 22], "form": 12, "fraction_tree_canopi": 12, "fraction_built_up": 12, "fraction_grass_shrub": 12, "fraction_wat": 12, "fraction_cropland": 12, "outcom": 12, "fractiontreecanopi": 12, "product": [12, 13], "what": 12, "treatment": [], "plant": [], "without": [12, 13], "independ": [], "live": 12, "counterfactul": 12, "gpd": [12, 22], "area_lst30_norm": 12, "area_lst30_counterfac": 12, "fraction_lst30_norm": 12, "fraction_lst30_counterfac": 12, "hr_person": 12, "hr_person_counterfac": 12, "additional_hr_person": 12, "additional_hr_persons_per_tree_remov": 12, "some": 12, "neihgbourhood": 12, "null": [12, 22], "either": 12, "elderli": 12, "below": 12, "exclud": [12, 13], "infrastructur": 12, "human": 12, "health": [12, 13], "mitig": 12, "scienc": 12, "709": 12, "136193": 12, "scitotenv": 12, "l": 12, "soar": 12, "manta": 12, "g\u00f6ttsche": 12, "trigo": 12, "seri": 12, "1471": 12, "3390": 12, "rs12091471": 12, "zander": 12, "notebox": [], "appendix": 11, "propos": 13, "cecil": [], "sustain": 13, "through": 13, "strateg": 13, "outli": 13, "kei": [13, 22], "resid": [13, 23], "should": [13, 23], "abl": [13, 23], "were": [13, 18], "scription": [], "fkb": 13, "layer": [13, 22, 23], "fkb_bygning_omrad": 13, "identi": [], "bygningstyp": 13, "resourc": 13, "ar5": 13, "nibio": 13, "categori": [13, 22, 23], "freshwat": 13, "sea": 13, "digit": [13, 14], "dsm": [13, 14, 18], "while": 13, "bare": 13, "subtract": 13, "abov": [13, 23], "ground": 13, "down": 13, "sampl": [13, 14, 22], "improv": 13, "speed": 13, "binari": [13, 14, 18], "1x1": [], "repr": [], "sent": [], "na": [13, 14], "repres": 13, "im": [], "pact": [], "smaller": 13, "m\u00b2": 13, "transport": 13, "wetland": [13, 23], "unclassifi": 13, "sentralbyr\u00e5": 13, "ssb": 13, "natur": 13, "n\u00e6rturterreng": 13, "larger": 13, "000": 13, "recreat": 13, "leke": 13, "rekreasjon": 13, "sareal": 13, "who": 13, "fine": [], "definit": 13, "rock": 13, "gravel": 13, "stone": 13, "park": 13, "sport": 13, "togeth": 13, "lake": 13, "pond": 13, "ap": [], "pendix": [], "determin": 13, "treecrown": [13, 14, 18], "serv": 13, "good": 13, "balanc": 13, "accuraci": 13, "parametris": [13, 14], "decai": [13, 14], "weight": [13, 18, 23], "awai": 13, "high": 13, "expo": [], "sure": [], "cimburovam": [], "two": 13, "second": 13, "lai": [], "radiu": [13, 14], "ulven": [], "WITH": [], "buffer": 13, "amount": 14, "given": [], "address": 13, "nieuwenhuijsen": 13, "intersect": [13, 22], "me": [], "ter": [], "count_crown_buff": [], "ad": [], "green_area_proxim": [], "Then": 13, "hous": 13, "300m": 22, "n_green_space_build": [], "proc_green_space_build": [], "accessibiltii": 16, "wkb": 22, "pyarrow": 22, "leafmap": [22, 23], "raw_dir": 22, "workspac": [18, 22, 23], "01_raw": 22, "interim_dir": 22, "02_intermedi": 22, "reporting_dir": [22, 23], "08_report": [22, 23], "db_path": 22, "db": 22, "file_nam": 22, "_study_area": 22, "_district": 22, "_bldg": 22, "_res_bldg": 22, "_green_spac": 22, "_open_spac": 22, "_public_open_spac": 22, "_private_open_spac": 22, "_tree_crown": 22, "table_nam": 22, "study_area": [22, 23], "bldg": 22, "res_bldg": 22, "green_spac": 22, "open_spac": 22, "public_open_spac": 22, "private_open_spac": 22, "tree_crown": 22, "parquet_dict": 22, "parquet": [22, 23], "continu": 22, "gdf_dict": 22, "read_fil": 22, "gdf": [22, 23], "item": 22, "to_parquet": 22, "none": [14, 22], "compress": 22, "snappi": 22, "con": 22, "read_onli": 22, "install_extens": 22, "load_extens": 22, "execut": 22, "st_geomfromwkb": 22, "parquet_scan": 22, "fetch": 22, "information_schema": 22, "table_schema": 22, "fetchal": 22, "center": [22, 23], "table_exist": 22, "dtype": 22, "st_x": 22, "st_centroid": 22, "st_y": 22, "xy_crown": 22, "y": [22, 23], "points_from_xi": 22, "cr": 22, "tree_crowns_xi": 22, "st_point": 22, "gdf_study_area": 22, "read_parquet": [22, 23], "return_typ": [22, 23], "src_cr": [22, 23], "dst_cr": [22, 23], "4326": [22, 23], "wgs84": 22, "xy_crowns_sampl": 22, "frac": 22, "trees_xi": 22, "to_cr": 22, "points_geojson": 22, "__geo_interface__": 22, "unary_union": [22, 23], "centroid": [22, 23], "init": [18, 22], "set_cent": [22, 23], "zoom": [22, 23], "basemap": 22, "add_basemap": [22, 23], "cartodb": [22, 23], "positron": [22, 23], "add_gdf": 22, "layer_nam": [22, 23], "get_fill_color": 22, "255": 22, "128": [22, 23], "color": [22, 23], "pragma": 22, "table_info": 22, "fylkesnumm": 22, "fylkesnavn": 22, "kommunenumm": 22, "kommunenavn": [22, 23], "delomradenumm": 22, "delomradenavn": 22, "grunnkretsnumm": [22, 23], "grunnkretsnavn": [22, 23], "kilde_admin": 22, "kilde_befolkn": 22, "id_befolkn": 22, "year_pop_stat": 22, "pop_tot": 22, "a_district": 22, "a_unit": 22, "a_clip": 22, "shape_length": 22, "shape_area": 22, "split_open_spac": 22, "boundari": 22, "st_intersect": 22, "geom": 22, "split_private_spac": 22, "split_public_spac": 22, "split_build": 22, "split_bldg": 22, "split_res_bldg": 22, "catalogexcept": 22, "traceback": [22, 23], "recent": [22, 23], "call": [22, 23], "line": [18, 22], "gt": [22, 23], "alreadi": [18, 22], "split_tree_crown": 22, "queri": 22, "sqlite_mast": 22, "first_row": 22, "limit": 22, "fetchon": 22, "alia": 22, "n_tree": [22, 23], "int": 22, "n_bldg": [22, 23], "bygning": [13, 22], "n_res_bldg": [22, 23], "bolig": [15, 22], "n_res_bldg_near_g": [22, 23], "n\u00e6r": 22, "gr\u00f8ntomr\u00e5d": [15, 22], "n_bldg_near_tre": 22, "n_viewsh": 22, "piksler": 22, "edg": 22, "alter": 22, "integ": 22, "n_green_spac": 22, "perc_near_g": [22, 23], "n_near_tre": 22, "perc_near_tre": 22, "lt": [18, 22], "duckdbpyconnect": 22, "0x7f55e03490b0": 22, "ON": 22, "st_within": 22, "BY": 22, "AND": 22, "st_dwithin": 22, "15m": 22, "THEN": 22, "end": 22, "n_res_bldg_near_tre": 22, "42040904": [22, 23], "42040807": [22, 23], "42040702": [22, 23], "223": 22, "42040908": [22, 23], "42040910": [22, 23], "42040907": [22, 23], "42040701": [22, 23], "42040803": [22, 23], "42040804": [22, 23], "42041104": [22, 23], "42040918": [22, 23], "42040705": [22, 23], "42040704": [22, 23], "42040902": [22, 23], "42040903": [22, 23], "42040806": [22, 23], "42040919": [22, 23], "42040909": [22, 23], "42040911": [22, 23], "121": [15, 22], "42040905": [22, 23], "42040802": [22, 23], "42041103": [22, 23], "42040915": [22, 23], "42041101": [22, 23], "42040912": [22, 23], "42040913": [22, 23], "42040901": [22, 23], "42040801": [22, 23], "coalesc": 22, "normal": 22, "grunnkretsar": 22, "float": 22, "a_open_spac": [22, 23], "\u00e5pent": 22, "a_private_spac": [22, 23], "a_public_spac": [22, 23], "offentlig": 22, "a_crown": [22, 23], "perc_crown": [22, 23], "trekronedekningsgrad": 22, "a_green_spac": 22, "a_crown_publ": 22, "a_crown_priv": 22, "calucl": 22, "st_area": 22, "read_sql": 22, "hex": 22, "gdf_sort": 22, "round": 22, "label": [22, 23], "intervalindex": [22, 23], "from_tupl": [22, 23], "dict": [22, 23], "Near": 22, "bldg_bin": 22, "cut": [22, 23], "astyp": [22, 23], "str": [22, 23], "labels_near_rbldg": [22, 23], "gs_bin": 22, "labels_near_g": [22, 23], "crown_bin": 22, "labels_perc_crown": [22, 23], "col": 22, "grunnkrestnumm": 22, "gdf_map": [22, 23], "grim": [22, 23], "dueknipen": [22, 23], "104499": [22, 23], "32663": [22, 23], "71273": [22, 23], "24228": [22, 23], "grimsmyra": [22, 23], "632": [22, 23], "609": [22, 23], "310": [22, 23], "286": [22, 23], "161599": [22, 23], "83491": [22, 23], "75987": [22, 23], "39153": [22, 23], "m\u00f8llevannet": [22, 23], "klappan": [22, 23], "154": [22, 23], "47883": [22, 23], "16124": [22, 23], "31553": [22, 23], "9176": [22, 23], "enrum": [22, 23], "paradi": [22, 23], "433": [22, 23], "190": [22, 23], "58644": [22, 23], "27538": [22, 23], "30578": [22, 23], "35490": [22, 23], "kvadraturen": [22, 23], "s\u00f8rvest": [22, 23], "440": [22, 23], "307": [22, 23], "205287": [22, 23], "52343": [22, 23], "153860": [22, 23], "25854": [22, 23], "nordvest": [22, 23], "416": [22, 23], "194937": [22, 23], "47966": [22, 23], "147339": [22, 23], "31861": [22, 23], "s\u00f8r\u00f8st": [22, 23], "432": [22, 23], "375": [22, 23], "170": [22, 23], "190027": [22, 23], "57009": [22, 23], "132599": [22, 23], "26190": [22, 23], "nord\u00f8st": [22, 23], "216": [22, 23], "382": [22, 23], "145466": [22, 23], "60967": [22, 23], "84394": [22, 23], "9775": [22, 23], "eg": [22, 23], "366": [22, 23], "59291": [22, 23], "16598": [22, 23], "42233": [22, 23], "23503": [22, 23], "sykehuset": [22, 23], "1291": [22, 23], "257912": [22, 23], "159733": [22, 23], "97249": [22, 23], "96850": [22, 23], "galgeberg": [22, 23], "333": [22, 23], "285": [22, 23], "129": [22, 23], "118018": [22, 23], "45730": [22, 23], "71898": [22, 23], "15768": [22, 23], "hamreheia": [22, 23], "481": [22, 23], "248": [22, 23], "173022": [22, 23], "90216": [22, 23], "81218": [22, 23], "23997": [22, 23], "kuholmen": [22, 23], "332": [22, 23], "395": [22, 23], "188112": [22, 23], "64551": [22, 23], "122261": [22, 23], "16465": [22, 23], "valhalla": [22, 23], "s\u00f8r": [22, 23], "62455": [22, 23], "34136": [22, 23], "27904": [22, 23], "4095": [22, 23], "midt": [22, 23], "276": [22, 23], "499": [22, 23], "261": [22, 23], "124027": [22, 23], "64567": [22, 23], "58371": [22, 23], "12991": [22, 23], "nord": [22, 23], "kongsg\u00e5rd": [22, 23], "303": [22, 23], "155": [22, 23], "148043": [22, 23], "68896": [22, 23], "77977": [22, 23], "25669": [22, 23], "solbygg": [22, 23], "73094": [22, 23], "29007": [22, 23], "43483": [22, 23], "6955": [22, 23], "kjempegravan": [22, 23], "132": [22, 23], "34834": [22, 23], "18410": [22, 23], "15887": [22, 23], "2604": [22, 23], "tobienborg": [22, 23], "381": [22, 23], "302": [22, 23], "131510": [22, 23], "50772": [22, 23], "79382": [22, 23], "23394": [22, 23], "nedr": [22, 23], "lund": [22, 23], "402": [22, 23], "526": [22, 23], "187": [22, 23], "205347": [22, 23], "89383": [22, 23], "114498": [22, 23], "21780": [22, 23], "oddemarka": [22, 23], "54084": [22, 23], "21627": [22, 23], "32029": [22, 23], "7577": [22, 23], "flaten": [22, 23], "162": [22, 23], "45788": [22, 23], "23253": [22, 23], "22286": [22, 23], "5368": [22, 23], "gimlemoen": [22, 23], "jegersberg": [22, 23], "580": [22, 23], "145747": [22, 23], "31836": [22, 23], "113747": [22, 23], "45532": [22, 23], "gimlevang": [22, 23], "28194": [22, 23], "10814": [22, 23], "17202": [22, 23], "1886": [22, 23], "giml": [22, 23], "1175": [22, 23], "87002": [22, 23], "15415": [22, 23], "71380": [22, 23], "89392": [22, 23], "42040920": [22, 23], "marviksletta": [22, 23], "12271": [22, 23], "6491": [22, 23], "5721": [22, 23], "3426": [22, 23], "42040921": [22, 23], "industriomr\u00e5d": [22, 23], "16471": [22, 23], "11996": [22, 23], "4519": [22, 23], "2207": [22, 23], "1008": [22, 23], "390": [22, 23], "218743": [22, 23], "87159": [22, 23], "130853": [22, 23], "57912": [22, 23], "42041102": [22, 23], "kongsgard": [22, 23], "vige": [22, 23], "166": [22, 23], "9656": [22, 23], "4293": [22, 23], "5215": [22, 23], "11158": [22, 23], "bj\u00f8rndalsheia": [22, 23], "40086": [22, 23], "5665": [22, 23], "34368": [22, 23], "8886": [22, 23], "vestr": [22, 23], "bj\u00f8rndalen": [22, 23], "45113": [22, 23], "11336": [22, 23], "33673": [22, 23], "1164": [22, 23], "new_ord": 22, "reorder": 22, "filepath": 22, "_district_treevis_stat": [22, 23], "to_fil": 22, "driver": 22, "to_csv": 22, "input_fil": 23, "n_trees_near_rbldg": 23, "perc_near_rbldg": 23, "509": 23, "165": 23, "173": 23, "415": 23, "228": 23, "328": 23, "164": 23, "add_data": 23, "scheme": 23, "quantil": 23, "cmap": 23, "legend_titl": 23, "modulenotfounderror": 23, "usr": 23, "lib": 23, "dist": 23, "common": 23, "k": [13, 23], "legend_kwd": 23, "classification_kwd": 23, "4949": 23, "mapclassifi": 23, "4950": 23, "except": 23, "importerror": 23, "4951": 23, "rais": 23, "4952": 23, "No": 23, "handl": [13, 23], "anoth": 23, "occur": 23, "tmp": 23, "ipykernel_591": 23, "161069249": 23, "self": 23, "add_legend": 23, "legend_posit": 23, "style": 23, "hover_styl": 23, "style_callback": 23, "info_mod": 23, "kwarg": 23, "3839": 23, "keyword": 23, "argument": 23, "pass": 23, "geojson": 23, "popup": 23, "3840": 23, "3841": 23, "3842": 23, "3843": 23, "legend_dict": 23, "3844": 23, "3845": 23, "3846": 23, "4947": 23, "4948": 23, "try": 23, "4953": 23, "4954": 23, "gdf_mapping_g": 23, "dropna": 23, "n_res_bldg_near_gs_norm": 23, "OF": 23, "custom": 23, "color_dict": 23, "169200": 23, "ffffff": 23, "ffaa00": 23, "ff5500": 23, "bottomright": 23, "style_kwd": 23, "grai": 23, "linewidth": 23, "stroke": 23, "opac": 23, "fillopac": 23, "color_map": 23, "195": 23, "view_vector": 23, "color_column": 23, "legend": 23, "titl": 23, "caclul": [], "trekronesynlighet": 13, "atlas": 13, "deliv": 13, "along": 13, "its": 13, "taken": 13, "illustr": 13, "proxim": 13, "euclidean": 13, "bygg": [], "arealbruk": 13, "server": 18, "hpe": 18, "proliant": 18, "dl360": 18, "gen": 18, "processor": 18, "intel": 18, "xeon": 18, "gold": 18, "6134": 18, "cpu": 18, "ghz": 18, "central": 18, "core": [14, 18], "memori": [13, 14, 18], "370": 18, "gb": 18, "ssd": 18, "960": 18, "fie": 18, "system": 18, "ubuntu": 18, "pull": 18, "offici": 18, "releasebranch_8_3": 18, "ubuntu_wxgui": 18, "ctrl": 18, "alt": 18, "devcontain": 18, "start": 18, "wxpython": 18, "unabl": [], "stop": [], "whom": [], "xhost": [], "prune": [], "extens": 18, "destin": [], "grassdata": 18, "utmxx": 18, "wgsxx": 18, "utm32": 18, "utm33": 18, "finish": 18, "dsm_dtm": 18, "trecrown": [], "region": [13, 18], "run_command": [], "_dsmdtm_1m_utm32_flt": [], "_dsmdtm_1m_utmxx_flt": [], "put": [], "_visual_exposure_1m_utmxx": [], "_treecrown_1m_utmxx_int": [], "func": [], "tion": [], "distance_decai": [13, 14, 18], "sample_dens": [13, 14, 18], "seed": [13, 14, 18], "200000": [13, 14, 18], "nproc": [13, 14, 18], "visualis": [], "usda": 11, "freeli": 11, "navn": 15, "kodeverdi": 15, "boligtyp": 15, "enebolig": 15, "boligbebyggels": [], "hybel": 15, "sokkelleil": 15, "112": 15, "v\u00e5ningshu": 15, "tomannsbolig": 15, "vertik": 15, "horisontaldelt": 15, "v\u00e5ninghu": 15, "vertikaldelt": 15, "rekkehu": 15, "kjede": 15, "atriumhu": 15, "terrassehu": 15, "135": 15, "sm\u00e5hu": 15, "flere": 15, "stort": 15, "frittliggend": 15, "boligbygg": 15, "etg": 15, "el": 15, "mer": 15, "143": 15, "sammenbygd": 15, "144": 15, "145": 15, "146": 15, "bo": 15, "servicesent": 15, "151": 15, "studenthjem": 15, "studentbolig": 15, "152": 15, "annen": 15, "bygn": 13, "bofellesskap": 15, "159": 15, "arealtyp": 15, "forklar": 15, "eiendom": 15, "merknad": 15, "fulldyrka": 15, "jord": 15, "nei": [], "overflatedyrka": 15, "innmarksbeit": 15, "skog": 15, "\u00e5pen": 15, "fastmark": 15, "myr": 15, "ferskvann": 15, "hvi": 15, "hav": 15, "bre": 15, "bebygd": 15, "samferdsel": 15, "kartlagt": 15, "hovedklass": 15, "underklass": 15, "hoved_underklass": 15, "gr\u00f8ntomr\u00e5der": 15, "beredskap": 15, "beredskap_beredskap": 15, "annenbolig": 15, "boligbebyggelse_annenbolig": 15, "boligna": 15, "boligbebyggelse_boligna": 15, "frittliggsmaahu": 15, "boligbebyggelse_frittliggsmaahu": 15, "konssmaahu": 15, "boligbebyggelse_konssmaahu": 15, "storeboligbygg": 15, "boligbebyggelse_storeboligbygg": 15, "fritidsbebyggels": 15, "fritidsbeb": 15, "fritidsbebyggelse_fritidsbeb": 15, "groenneomr": 15, "groenneomr_groenneomr": 15, "helsesosi": 15, "legehels": 15, "helsesosial_legehels": 15, "sykehjemmm": 15, "helsesosial_sykehjemmm": 15, "sykehu": 15, "helsesosial_sykehu": 15, "idrettsomr": 15, "idrettsomr_idrettsomr": 15, "kulturreligion": 15, "kinoteat": 15, "kulturreligion_kinoteat": 15, "museerbibliotek": 15, "kulturreligion_museerbibliotek": 15, "religion": 15, "kulturreligion_religion": 15, "landbrukfisk": 15, "fiskebeb": 15, "landbrukfiske_fiskebeb": 15, "tunomr": 15, "landbrukfiske_tunomr": 15, "utmarksbeb": 15, "landbrukfiske_utmarksbeb": 15, "naeringtjenest": 15, "industri": 15, "naeringtjeneste_industri": 15, "kontorforretn": 15, "naeringtjeneste_kontorforretn": 15, "overnattingmm": 15, "naeringtjeneste_overnattingmm": 15, "energiforsyn": 15, "naeringtjeneste_energiforsyn": 15, "vannavlrenov": 15, "naeringtjeneste_vannavlrenov": 15, "transporttelek": 15, "annenbilveg": 15, "transporttelek_annenbilveg": 15, "annenveg": 15, "transporttelek_annenveg": 15, "bane": 15, "transporttelek_ban": 15, "gangsykkelveg": 15, "transporttelek_gangsykkelveg": 15, "hovedveg": 15, "transporttelek_hovedveg": 15, "kaihavnomr": 15, "transporttelek_kaihavnomr": 15, "lufthavnomr": 15, "transporttelek_lufthavnomr": 15, "motortrafikkveg": 15, "transporttelek_motortrafikkveg": 15, "motorveg": 15, "transporttelek_motorveg": 15, "parker": 15, "transporttelek_park": 15, "terminaleksp": 15, "transporttelek_terminaleksp": 15, "vegtrafikktilsyn": 15, "transporttelek_vegtrafikktilsyn": 15, "uklassifisertbeb": 15, "uklassifisertbeb_uklassifisertbeb": 15, "undervisnbhag": 15, "annetundervisn": 15, "undervisnbhage_annetundervisn": 15, "barneungdskol": 15, "undervisnbhage_barneungdskol": 15, "barnehag": 15, "undervisnbhage_barnehag": 15, "universitetmm": 15, "undervisnbhage_universitetmm": 15, "videregskol": 15, "undervisnbhage_videregskol": 15, "_dsm_dtm_1m_utm32": [], "_viewshed_exposure_1m_utm32": [], "_tree_crown_mask_1m_utm32": [], "curvatur": [], "current": 13, "ellipsoid": [], "ye": [], "observer_elev": [], "5m": [], "magnitud": 14, "solid": 14, "angl": 14, "atmospher": [], "refract": [], "refraction_coeff": [], "coeffici": [], "14286": [], "mb": 14, "1mb": 14, "parallelis": 14, "ahlstr\u00f8m": 13, "bj\u00f8rkelo": 13, "fadn": 13, "klassifikasjonssystem": 13, "klassifis": 13, "arealressurs": 13, "bok": 13, "hdl": 13, "net": 13, "11250": 13, "2596511": 13, "geografisk": 13, "vektordatasett": 13, "kartkatalog": 13, "8b4304ea": 13, "4fb0": 13, "479c": 13, "a24d": 13, "fa225e2c6e97": 13, "a965a979": 13, "c12a": 13, "4b26": 13, "90a0": 13, "f09de47dbecd": 13, "2023a": 13, "2023b": 13, "166382b4": 13, "82d6": 13, "4ea9": 13, "a68": 13, "6fd0c87bf788": 13, "_dsmdtm_1m_utmxx": 14, "_viewshed_exposure_1m_utmxx": 14, "_tree_crown_mask_1m_utmxx": 14, "dsmdtm_1m_utm32_flt": [13, 14, 18], "visual_exposure_1m_utm32": [13, 14, 18], "treecrown_1m_utm32_int": [13, 14, 18], "_treecrowns_utmxx": 14, "shp": [14, 18], "v_open": 14, "v_public": [13, 14, 18], "v_privat": 14, "_open_space_1m_utmxx": 14, "_public_space_1m_utmxx": 14, "_private_space_1m_utmxx": 14, "cores_": [13, 14, 18], "cores_i": [13, 14, 18], "public_space_1m_utm32_int": [13, 14, 18], "oslo_impact": [13, 14, 18], "mapset": [13, 18], "offic": 13, "grep": 18, "viewhs": 18, "url": 18, "unreleas": 18, "modifi": 18, "go": 18, "click": 18, "param": 18, "mkdir": 18, "dir": 18, "session": 18, "xxxxx": 18, "new_loc": 18, "gtiff": 18, "float32": 18, "nodata": 18, "9999": 18, "ogr": 18, "treecrowns_public_priv": 18, "esri_shapefil": 18, "auto": 18, "interfac": 18}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"welcom": [], "trekron": 3, "document": [], "": [], "indic": 23, "tabl": [14, 15, 16, 25], "content": 16, "summari": 16, "page": [], "1": [0, 4, 5, 14, 15, 16], "sphinx": 20, "develop": 20, "inform": 20, "project": [7, 9, 10, 15, 18, 20], "structur": [7, 10, 20], "main": [], "r": [14, 20], "markdown": 20, "html": 20, "file": 20, "registrert": [26, 27, 29, 30], "tr\u00e6r": [26, 27, 29, 30], "i": [8, 9, 11, 14, 26, 27, 29, 30], "bod\u00f8": [21, 27], "byggesonen": [], "treslagsfordel": [26, 27, 29, 30], "tre": [26, 27, 29, 30], "egenskap": [26, 27, 29, 30], "regulerend": [0, 27, 29, 30], "\u00f8kosystemtjenest": [0, 27, 29, 30], "sammendragsstatistikk": [26, 27, 28, 29, 30], "dokumentasjon": 3, "metod": 16, "engelsk": [], "eksempel": [], "side": [], "sammendrag": [], "en": 16, "informasjon": [], "github": 16, "repositori": 16, "bytreatla": [], "instruk": [1, 2], "frost": [], "api": [], "extract": 21, "histor": 21, "climat": [12, 21], "data": [5, 7, 9, 12, 13, 16, 21, 22], "from": 21, "norwegian": 21, "meteorolog": 21, "institut": 21, "station": 21, "request": 21, "observ": 21, "oslo": [21, 30], "b\u00e6rum": [21, 26], "hottest": 21, "summer": 21, "record": 21, "2018": [], "kristiansand": [21, 29], "met": 21, "local": [12, 18], "regul": 12, "ikon": 0, "urban": [0, 4, 5, 17], "tjenest": 0, "pollin": 0, "og": 0, "fr\u00f8spredn": 0, "vannh\u00e5ndter": 0, "motvirk": 0, "erosjon": 0, "lokal": 0, "klimaregul": 0, "rens": 0, "av": 0, "vann": 0, "jord": 0, "luft": 0, "co2": 0, "opptak": 0, "lagr": 0, "st\u00f8yreduksjon": 0, "2": [0, 9, 14, 15], "forsynend": 0, "matproduksjon": 0, "kunst": 0, "leket\u00f8i": 0, "friskt": 0, "3": [0, 11, 13, 14, 15, 23], "kunnskap": 0, "opplevelsestjenest": 0, "rekreasjon": 0, "mental": 0, "fysisk": 0, "hels": 0, "estetikk": 0, "turism": 0, "utdan": 0, "kognitiv": 0, "utvikl": 0, "stedsidentitet": 0, "kulturarv": 0, "4": [0, 8], "st\u00f8ttend": 0, "habitat": 0, "trued": 0, "arter": 0, "biologisk": 0, "mangfold": 0, "bytr": 1, "atla": 1, "qfield": 2, "treregistreingsapp": [], "treregisteringsapp": 2, "treedetect": [], "instal": [4, 5, 9, 13, 17, 18, 19], "configur": [9, 17], "env": 17, "workflow": [4, 5, 9, 16], "refer": [4, 8, 9, 12, 13], "acknowledg": [4, 9], "todo": [], "variabl": [], "name": [], "template_cookiecutt": [], "organ": [], "itre": [], "support": [], "tool": [], "tree": [4, 5, 8, 9, 11, 13, 17, 22, 23], "eco": [8, 9, 11], "prepar": [9, 12], "extrapol": [8, 9], "regress": [], "model": [11, 13], "predict": [], "valu": [8, 14], "detect": [4, 5, 17], "visibl": [13, 22, 23], "environ": 17, "setup": 17, "folder": 7, "raw": 7, "materi": [], "method": [12, 13], "short": [], "descript": [], "here": [], "NO": [0, 1, 2, 28], "app": [], "A": 16, "semi": 16, "automat": 16, "process": 16, "titl": [], "task": [4, 5, 8, 9, 11, 12, 13, 16, 18], "innhold": 3, "readm": [], "impact": [13, 14], "30": [13, 23], "300": [13, 23], "rule": [13, 23], "get": 12, "start": 12, "input": 12, "analysi": 12, "notebox": [], "us": [14, 15, 18], "note": [12, 14], "contributor": [12, 13], "map": [13, 23], "accessibiltii": 13, "viewsh": [13, 14], "exposur": [13, 14], "visual": 13, "calcul": 13, "measur": 13, "count": 22, "residenti": 15, "build": 15, "per": [22, 23], "district": [22, 23], "crown": [], "area": 22, "percentag": [], "green": 15, "proxim": [], "caclul": 22, "statist": [22, 23], "convers": 22, "geojson": 22, "geoparquet": 22, "databas": 22, "connect": 22, "duckdb": 22, "gener": 22, "column": 22, "grass": 18, "gi": 18, "addonn": 18, "comput": 18, "specif": 18, "docker": 18, "open": [14, 15], "command": [], "line": [], "interfac": [], "cli": 18, "graphic": [], "user": [], "gui": 18, "addon": 18, "creat": [], "new": [], "import": [], "your": [], "mapset": [], "set": 14, "extent": [], "run": [], "export": [], "raster": [], "geotiff": [], "manual": [17, 19], "6": 13, "integr": 9, "municip": 9, "al": 9, "5": 12, "notebook": 24, "caption": [], "fkb": 15, "bygn": 15, "object": [], "ar": [14, 15], "classifi": 15, "boligbebyggels": 15, "ar5": 15, "land": 15, "class": 15, "space": [14, 15], "ja": 15, "In": 15, "addit": 15, "privat": [14, 15], "public": [14, 15], "offentlig": 15, "ssb": 15, "nei": 15, "classi": [], "fi": [], "look": 15, "up": 15, "list": 15, "buildingtyp": [], "within": 15, "thi": [15, 18], "see": 15, "sosi": 15, "codelist": 15, "http": [], "regist": [], "geonorg": [], "kodelist": [], "0": [], "bygningstyp": [], "full": [], "_": [], "complet": 15, "dataset": 15, "type": 15, "classif": 15, "arealbruk": 15, "2022": 15, "paramet": 14, "overview": [], "cimburova": [], "blumentrath": [], "viewhs": [], "et": [], "2023": [], "default": 14, "other": 14, "ran": 14, "time": 14, "round": 14, "weight": 14, "layer": 14, "modul": 18}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx.ext.viewcode": 1, "nbsphinx": 4, "sphinx": 60}, "alltitles": {"Ikoner for urbane \u00f8kosystemtjenester (NO)": [[0, "ikoner-for-urbane-okosystemtjenester-no"]], "1. Regulerende tjenester": [[0, "regulerende-tjenester"]], "Pollinering og fr\u00f8spredning": [[0, "pollinering-og-frospredning"]], "Vannh\u00e5ndtering": [[0, "vannhandtering"]], "Motvirke erosjon": [[0, "motvirke-erosjon"]], "Lokal klimaregulering": [[0, "lokal-klimaregulering"]], "Rensing av vann": [[0, "rensing-av-vann"]], "Rensing av jord": [[0, "rensing-av-jord"]], "Rensing av luft": [[0, "rensing-av-luft"]], "CO2-opptak og lagring": [[0, "co2-opptak-og-lagring"]], "St\u00f8yreduksjon": [[0, "stoyreduksjon"]], "2. Forsynende tjenester": [[0, "forsynende-tjenester"]], "Matproduksjon": [[0, "matproduksjon"]], "Kunst/leket\u00f8y": [[0, "kunst-leketoy"]], "Friskt vann": [[0, "friskt-vann"]], "3. Kunnskaps- og opplevelsestjenester": [[0, "kunnskaps-og-opplevelsestjenester"]], "Rekreasjon, mental og fysisk helse": [[0, "rekreasjon-mental-og-fysisk-helse"]], "Estetikk": [[0, "estetikk"]], "Turisme": [[0, "turisme"]], "Utdanning og kognitiv utvikling": [[0, "utdanning-og-kognitiv-utvikling"]], "Stedsidentitet og kulturarv": [[0, "stedsidentitet-og-kulturarv"]], "4. St\u00f8ttende tjenester": [[0, "stottende-tjenester"]], "Habitat for truede arter": [[0, "habitat-for-truede-arter"]], "Biologisk mangfold": [[0, "biologisk-mangfold"]], "Instruks | Bytre-atlas (NO)": [[1, "instruks-bytre-atlas-no"]], "Instruks | QField Treregisteringsapp (NO)": [[2, "instruks-qfield-treregisteringsapp-no"]], "Trekroner Dokumentasjon": [[3, "trekroner-dokumentasjon"]], "Innhold": [[3, "innhold"]], "Task 1 | Urban Tree Detection": [[4, "task-1-urban-tree-detection"], [5, "task-1-urban-tree-detection"]], "Installation": [[4, "installation"], [17, "installation"], [13, "installation"], [5, "installation"]], "Workflow": [[4, "workflow"], [5, "workflow"]], "References": [[4, "references"], [8, "references"], [9, "references"], [12, "references"], [13, "references"]], "Acknowledgments": [[4, "acknowledgments"], [9, "acknowledgments"]], "Project Structure": [[7, "project-structure"], [10, "project-structure"], [20, "project-structure"]], "Project folder structure": [[7, "project-folder-structure"]], "Data folder structure": [[7, "data-folder-structure"]], "Raw data folder structure": [[7, "raw-data-folder-structure"]], "Task 4 | Extrapolation of i-Tree Eco values": [[8, "task-4-extrapolation-of-i-tree-eco-values"]], "Task 2 | Integration of Municipal Tree Data and ALS Data": [[9, "task-2-integration-of-municipal-tree-data-and-als-data"]], "Project Installation and Configuration": [[9, "project-installation-and-configuration"]], "Workflow | i-Tree Eco Data Preparation": [[9, "workflow-i-tree-eco-data-preparation"]], "Workflow | i-Tree Eco Extrapolation": [[9, "workflow-i-tree-eco-extrapolation"]], "Task 3 | i-Tree Eco Modelling": [[11, "task-3-i-tree-eco-modelling"]], "Task 5 | Local Climate Regulation": [[12, "task-5-local-climate-regulation"]], "Getting Started": [[12, "getting-started"]], "Input Data": [[12, "input-data"]], "Methods": [[12, "methods"], [13, "methods"]], "Data Preparation": [[12, "data-preparation"]], "Data Analysis": [[12, "data-analysis"]], "Note": [[12, null]], "Contributors": [[12, "contributors"], [13, "contributors"]], "Urban Tree Detection Installation Manual": [[17, "urban-tree-detection-installation-manual"]], "Environment Setup and Configuration": [[17, "environment-setup-and-configuration"]], "Configuration": [[17, "configuration"]], ".env": [[17, "env"]], "Installation Manuals": [[19, "installation-manuals"]], "Sphinx Developer Information": [[20, "sphinx-developer-information"]], "R Markdown HTML files": [[20, "r-markdown-html-files"]], "Extract historical climate data from the Norwegian Meteorological Institute (MET)": [[21, "Extract-historical-climate-data-from-the-Norwegian-Meteorological-Institute-(MET)"]], "Stations Request": [[21, "Stations-Request"]], "Observations Request": [[21, "Observations-Request"]], "Oslo and B\u00e6rums Hottest Summer on Record": [[21, "Oslo-and-B\u00e6rums-Hottest-Summer-on-Record"]], "Kristiansand Hottest summer on record": [[21, "Kristiansand-Hottest-summer-on-record"]], "Bod\u00f8 Hottest summer on record": [[21, "Bod\u00f8-Hottest-summer-on-record"]], "Caclulate tree visibility statistics per district": [[22, "Caclulate-tree-visibility-statistics-per-district"]], "Data conversion | GeoJSON to GeoParquet": [[22, "Data-conversion-|-GeoJSON-to-GeoParquet"]], "Database Connection | DuckDB": [[22, "Database-Connection-|-DuckDB"]], "Generate Columns with Count Statistics": [[22, "Generate-Columns-with-Count-Statistics"]], "Generate Columns with Area Statistics": [[22, "Generate-Columns-with-Area-Statistics"]], "Map tree visibility statistics per district": [[23, "Map-tree-visibility-statistics-per-district"]], "Map the indicators for the 3-30-300-rule": [[23, "Map-the-indicators-for-the-3-30-300-rule"]], "Notebooks": [[24, "notebooks"]], "Sammendragsstatistikk | Registrerte tr\u00e6r i B\u00e6rum": [[26, "sammendragsstatistikk-registrerte-traer-i-baerum"]], "Treslagsfordeling i B\u00e6rum": [[26, "treslagsfordeling-i-baerum"]], "Tre egenskaper": [[26, "tre-egenskaper"], [27, "tre-egenskaper"], [29, "tre-egenskaper"], [30, "tre-egenskaper"]], "Sammendragsstatistikk | Registrerte tr\u00e6r i Bod\u00f8": [[27, "sammendragsstatistikk-registrerte-traer-i-bodo"]], "Treslagsfordeling i Bod\u00f8": [[27, "treslagsfordeling-i-bodo"]], "Regulerende \u00f8kosystemtjenester": [[27, "regulerende-okosystemtjenester"], [29, "regulerende-okosystemtjenester"], [30, "regulerende-okosystemtjenester"]], "Sammendragsstatistikk (NO)": [[28, "sammendragsstatistikk-no"]], "Sammendragsstatistikk |  Registrerte tr\u00e6r i Kristiansand": [[29, "sammendragsstatistikk-registrerte-traer-i-kristiansand"]], "Treslagsfordeling i Kristiansand": [[29, "treslagsfordeling-i-kristiansand"]], "Sammendragsstatistikk |  Registrerte tr\u00e6r i Oslo": [[30, "sammendragsstatistikk-registrerte-traer-i-oslo"]], "Treslagsfordeling i Oslo": [[30, "treslagsfordeling-i-oslo"]], "Look Up Tables - Green spaces and private and public open spaces": [[15, "look-up-tables-green-spaces-and-private-and-public-open-spaces"]], "Table 1. List of building types that are classified as residential buildings (boligbebyggelse) within this project. See the SOSI codelist for the complete list of building types used in the FKB-Bygning dataset.": [[15, "id2"]], "Table 2. AR5 land use classes classified into green space (ja) or no green space (no).  In addition, land use classes are classified into private (privat) and public (offentlig). See the SOSI codelist for the land use classification of the FKB-AR5 dataset.": [[15, "id3"]], "Table 3. SSB land use classes classified into green space (ja) or no green space (nei).  In addition, land use classes are classified into private (privat) and public (offentlig). See the SSB codelist for the land use classification of the SSB-arealbruk-2022 dataset.": [[15, "id4"]], "Metoder (EN)": [[16, "metoder-en"]], "Contents": [[16, "contents"]], "Summary": [[16, "summary"]], "A Semi-Automatic Workflow for Data Processing": [[16, "a-semi-automatic-workflow-for-data-processing"]], "Table 1. Tasks and GitHub repositories.": [[16, "id3"]], "Tables": [[25, "tables"]], "Parameters - Viewshed exposure and impact": [[14, "parameters-viewshed-exposure-and-impact"]], "Table 1. Settings for r.viewshed.exposure, default values are used for the other parameters.": [[14, "id1"]], "Table 2. Settings for r.viewshed.impact, default values are used for the other parameters. Note that r.viewshed.impact is ran 3 times. Round 1: open space as weight layer, Round 2: open public space as weight layer and, Round 3: open private space as weight layer.": [[14, "id2"]], "Data": [[13, "data"], [5, "data"]], "Task 6 | Mapping of trees visibility and accessibiltiy": [[13, "task-6-mapping-of-trees-visibility-and-accessibiltiy"]], "Viewshed exposure modelling": [[13, "viewshed-exposure-modelling"]], "Visual Impact Modelling": [[13, "visual-impact-modelling"]], "Calculating measures for the 3-30-300 rule": [[13, "calculating-measures-for-the-3-30-300-rule"]], "GRASS GIS and GRASS Addonns installation": [[18, "grass-gis-and-grass-addonns-installation"]], "Computer specifications": [[18, "computer-specifications"]], "Install GRASS GIS with Docker": [[18, "install-grass-gis-with-docker"]], "Install GRASS GIS Addons": [[18, "install-grass-gis-addons"]], "Using GRASS GUI": [[18, "using-grass-gui"], [18, "id1"]], "Using GRASS CLI": [[18, "using-grass-cli"], [18, "id2"]], "Install GRASS GIS Addons as a local module": [[18, "install-grass-gis-addons-as-a-local-module"]], "GRASS GIS Tasks used in this project": [[18, "grass-gis-tasks-used-in-this-project"]]}, "indexentries": {}})
\ No newline at end of file
+Search.setIndex({"docnames": ["ES_icons/ES_icons", "app_instructions/agol", "app_instructions/qfield", "index", "methods/01_tree_detection/README", "methods/01_tree_detection/index", "methods/01_tree_detection/input_data", "methods/01_tree_detection/project_structure", "methods/02_support_tools/README_extrapolation", "methods/02_support_tools/README_integration", "methods/02_support_tools/project_structure", "methods/03_itree_eco/README", "methods/05_urban_climate/README", "methods/06_tree_visibility/README", "methods/06_tree_visibility/params", "methods/06_tree_visibility/tables", "methods/index", "methods/installation_manuals/01_tree_detection_installation", "methods/installation_manuals/04_tree_visibility_installation", "methods/installation_manuals/index", "methods/installation_manuals/sphinx_dev_info", "methods/notebooks/01_FROST_extract_climate_data", "methods/notebooks/04a_tree_visibility_statistics_per_district", "methods/notebooks/04c_map_3-30-300_rule", "methods/notebooks/index", "methods/tables", "summary_stat/baerum_summary_stat", "summary_stat/bodo_summary_stat", "summary_stat/index", "summary_stat/kristiansand_summary_stat", "summary_stat/oslo_summary_stat"], "filenames": ["ES_icons/ES_icons.md", "app_instructions/agol.md", "app_instructions/qfield.md", "index.rst", "methods/01_tree_detection/README.md", "methods/01_tree_detection/index.rst", "methods/01_tree_detection/input_data.md", "methods/01_tree_detection/project_structure.md", "methods/02_support_tools/README_extrapolation.md", "methods/02_support_tools/README_integration.md", "methods/02_support_tools/project_structure.md", "methods/03_itree_eco/README.md", "methods/05_urban_climate/README.md", "methods/06_tree_visibility/README.md", "methods/06_tree_visibility/params.rst", "methods/06_tree_visibility/tables.rst", "methods/index.rst", "methods/installation_manuals/01_tree_detection_installation.md", "methods/installation_manuals/04_tree_visibility_installation.md", "methods/installation_manuals/index.rst", "methods/installation_manuals/sphinx_dev_info.md", "methods/notebooks/01_FROST_extract_climate_data.ipynb", "methods/notebooks/04a_tree_visibility_statistics_per_district.ipynb", "methods/notebooks/04c_map_3-30-300_rule.ipynb", "methods/notebooks/index.rst", "methods/tables.rst", "summary_stat/baerum_summary_stat.md", "summary_stat/bodo_summary_stat.md", "summary_stat/index.rst", "summary_stat/kristiansand_summary_stat.md", "summary_stat/oslo_summary_stat.md"], "titles": ["Ikoner for urbane \u00f8kosystemtjenester (NO)", "Instruks | Bytre-atlas (NO)", "Instruks | QField Treregisteringsapp (NO)", "Trekroner Dokumentasjon", "Task 1 | Urban Tree Detection", "Task 1 | Urban Tree Detection", "&lt;no title&gt;", "Project Structure", "Task 4 | Extrapolation of i-Tree Eco values", "Task 2 | Integration of Municipal Tree Data and ALS Data", "Project Structure", "Task 3 | i-Tree Eco Modelling", "Task 5 | Local Climate Regulation", "Task 6 | Mapping of trees visibility and accessibiltiy", "Parameters - Viewshed exposure and impact", "Look Up Tables - Green spaces and private and public open spaces", "Metoder (EN)", "Urban Tree Detection Installation Manual", "GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact", "Installation Manuals", "Sphinx Developer Information", "Extract historical climate data from the Norwegian Meteorological Institute (MET)", "Caclulate tree visibility statistics per district", "Map tree visibility statistics per district", "Notebooks", "Tables", "Sammendragsstatistikk | Registrerte tr\u00e6r i B\u00e6rum", "Sammendragsstatistikk | Registrerte tr\u00e6r i Bod\u00f8", "Sammendragsstatistikk (NO)", "Sammendragsstatistikk |  Registrerte tr\u00e6r i Kristiansand", "Sammendragsstatistikk |  Registrerte tr\u00e6r i Oslo"], "terms": {"index": [20, 21, 22], "modul": [13, 17, 23], "search": [8, 18, 21], "page": [5, 12, 13, 20], "summari": 21, "1": [8, 9, 12, 13, 17, 18, 21, 22, 23, 26, 27, 29, 30], "thi": [4, 5, 7, 8, 9, 10, 12, 13, 14, 16, 17, 20, 21, 22, 23], "contain": [7, 8, 9, 12, 17, 18, 20], "contributor": 20, "rst": [5, 20], "doc": [5, 7, 10, 20], "sourc": [12, 13, 14, 18, 20, 21], "write": [17, 20, 22], "md": [7, 10, 20], "rmd": 20, "render": 20, "studio": 18, "other": [4, 5, 8], "editor": [], "copi": [5, 9, 12, 20, 21], "name": [9, 12, 14, 17, 18, 20, 21, 22, 23], "add": [8, 12, 18, 20, 22, 23], "link": [4, 5, 12, 16, 20], "sphinx": 19, "develop": [9, 11, 13, 17, 19], "inform": [8, 19], "project": [4, 5, 8, 11, 12, 13, 16, 17], "structur": [4, 5, 9], "main": [4, 20, 22], "r": [4, 5, 12, 13, 16, 17, 19, 21, 22, 23], "markdown": [], "html": [], "file": [4, 5, 7, 9, 10, 17, 18, 21, 22], "registrert": [3, 28], "tr\u00e6r": [2, 4, 9, 22, 28], "i": [0, 2, 3, 4, 5, 7, 12, 13, 16, 17, 18, 21, 22, 23, 28], "bod\u00f8": [1, 3, 4, 5, 8, 9, 12, 16, 18, 23, 28], "": [4, 5, 8, 12, 13, 14, 16, 21, 26, 27, 29, 30], "byggesonen": 3, "treslagsfordel": [], "tre": 3, "egenskap": [], "regulerend": [], "\u00f8kosystemtjenest": [3, 4, 9], "dett": [2, 3, 26, 27, 29, 30], "dokumentet": [26, 27, 29, 30], "viser": [26, 27, 29, 30], "sammendragstatistikken": [26, 27, 29, 30], "innenfor": [26, 27, 29, 30], "byggeson": [26, 27, 29, 30], "tilknytted": [26, 27, 29, 30], "kartprodukt": [26, 27, 29, 30], "er": [0, 1, 2, 3, 26, 27, 29, 30], "synlig": [26, 27, 29, 30], "bytr\u00e6ratlaset": [26, 27, 29, 30], "bytr\u00e6ratla": [26, 27, 29, 30], "grupp": [26, 27, 29, 30], "beskrivels": [26, 27, 29, 30], "antal": [22, 26, 27, 29, 30], "totalt": [26, 27, 29, 30], "registert": [26, 27, 29, 30], "6184": 27, "tree": [2, 7, 12, 14, 16, 18, 19, 26, 27, 29, 30], "eco": [2, 4, 5, 16, 26, 27, 29, 30], "brukt": [26, 27, 29, 30], "6131": 27, "sone": [26, 27, 29, 30], "forurensn": [26, 27, 29, 30], "gr\u00f8nn": [26, 27, 29, 30], "5813": 27, "2": [8, 12, 13, 16, 18, 21, 22, 23, 26, 27, 29, 30], "gull": [26, 27, 29, 30], "371": 27, "3": [8, 9, 16, 17, 18, 21, 22, 26, 27, 29, 30], "r\u00f8d": [26, 27, 29, 30], "0": [8, 9, 12, 13, 14, 17, 21, 22, 23, 26, 27, 29, 30], "trebestand": [26, 27, 29, 30], "bestanden": [26, 27, 29, 30], "basert": [26, 27, 29, 30], "p\u00e5": [1, 2, 12, 15, 26, 27, 29, 30], "laserdata": [26, 27, 29, 30], "103738": [], "plot": [], "chunk": [], "speci": [4, 5, 8, 9], "probabl": [], "_static": [], "fig_kristiansand": [], "png": [], "attribut": [9, 12, 13, 14, 16, 22], "figur": [13, 16, 20], "karbon": [], "lagr": [], "treslag": [2, 26, 27, 29, 30], "med": [0, 2, 3, 15, 26, 27, 29, 30], "gjennomsnittlig": [27, 29, 30], "karbonlagr": [27, 29, 30], "100": [13, 14, 18, 22, 23, 27, 29, 30], "kg": [27, 29, 30], "vise": [27, 29, 30], "ikk": [2, 15, 27, 29, 30], "plottet": [27, 29, 30], "bind": 12, "\u00e5rlig": [27, 29, 30], "karbonbind": [4, 9, 27, 29, 30], "5": [4, 8, 13, 15, 16, 18, 21, 22, 23, 27, 29, 30], "\u00e5r": [27, 29, 30], "carbon": 8, "avoid": [12, 16], "co2": [27, 29, 30], "utslipp": [27, 29, 30], "unng\u00e5tt": [27, 29, 30], "reduksjon": [27, 29, 30], "av": [2, 3, 13, 27, 29, 30], "overflateavren": [27, 29, 30], "m3": [27, 29, 30], "luftforurens": [27, 29, 30], "25": [13, 14, 18, 22, 23, 26, 27, 29, 30], "g": [4, 5, 9, 12, 13, 18, 27, 29, 30], "en": [2, 3, 27, 30], "del": 3, "prosjektet": [0, 2, 3, 4, 9], "trekron": [2, 4, 9, 12, 16, 17, 23], "betydn": [2, 4, 9], "klimatilpasn": [4, 9], "og": [2, 3, 4, 9, 15], "biologisk": [4, 9], "mangfold": [4, 9], "knitr": 20, "knit": 20, "exampl": [4, 5, 13, 14, 20], "output": [4, 5, 9, 13, 14, 18, 20], "kristiansand_img": [], "sammendragsstatistikk": 3, "tekst": [], "kommer": [], "her": [0, 2], "sammendrag": [], "eksempel": [], "side": [], "denn": 3, "vedlegg": 3, "til": [2, 3], "nina": [2, 3, 8, 11, 12, 13], "rapport": [3, 11, 13, 16], "xxxx": 3, "http": [4, 5, 8, 9, 12, 13, 14, 16, 18, 21], "www": [], "prosjektbeskrivels": [], "nettsiden": 3, "instruk": 3, "6": [16, 21, 22, 23, 27, 29, 30], "131": [15, 30], "813": [], "103": [22, 23, 27, 30], "738": [], "subpag": 20, "group": [9, 20, 22], "separ": [20, 21], "folder": [4, 5, 9, 10, 17, 18, 20], "consol": [17, 18, 20], "creat": [4, 5, 9, 12, 13, 16, 17, 18, 20, 22, 23], "imag": [12, 17, 20], "The": [4, 5, 7, 8, 9, 10, 11, 12, 13, 16, 17, 18, 20, 21, 22], "ar": [4, 5, 7, 8, 10, 11, 12, 13, 16, 17, 20, 22], "referenc": 20, "ensur": [8, 9, 12, 20], "do": [7, 9, 10, 20], "space": [13, 16, 18, 20, 22, 23, 25], "rel": 20, "frost": [12, 21], "api": [12, 21], "extract": [5, 12, 13, 24], "histor": 24, "climat": [4, 5, 16, 22, 23, 24], "data": [2, 4, 8, 10, 17, 18, 23, 24], "from": [4, 5, 8, 9, 12, 13, 16, 17, 18, 22, 23, 24], "norwegian": [4, 5, 9, 12, 16, 24], "meteorolog": 24, "institut": 24, "station": [], "request": [], "observ": [12, 16], "oslo": [0, 1, 3, 4, 5, 7, 8, 9, 12, 13, 14, 16, 18, 23, 28], "b\u00e6rum": [1, 3, 4, 5, 8, 9, 12, 16, 18, 23, 28], "hottest": [], "summer": 30, "record": [], "2018": [12, 21], "kristiansand": [1, 3, 4, 5, 7, 8, 9, 12, 16, 18, 22, 23, 28], "view": 9, "github": [1, 2, 5, 12, 13, 18], "run": [4, 5, 7, 9, 10, 12, 13, 17, 18], "googl": 12, "colab": [], "author": [12, 21, 22, 23], "willek": [12, 13, 21, 22, 23], "A": [8, 12, 13, 14, 21, 22, 23], "campo": [12, 13, 21, 22, 23], "descript": [9, 12, 14, 16, 21, 22, 23], "notebook": [7, 10, 12, 16, 21, 22, 23], "met": [12, 24], "us": [4, 5, 8, 9, 12, 13, 16, 17, 21, 22], "store": [7, 14, 15, 17, 21, 22], "panda": [12, 21, 22, 23], "datafram": [12, 21, 22, 23], "save": 21, "csv": [21, 22], "detect": [7, 12, 13, 16, 19, 21], "document": [5, 11, 12, 13, 16, 18, 21, 22, 23], "result": [9, 13, 16, 18, 21, 22, 23], "tabl": [5, 8, 12, 13, 18, 21, 22], "show": [8, 13, 16, 21, 22, 23], "citi": [13, 21], "sourceid": 21, "coordin": 21, "dure": [21, 23], "landsat": [12, 21], "8": [12, 13, 21, 22, 23, 27, 29, 30], "period": 21, "temperatur": [12, 16, 21], "blindern": 21, "sn18700": 21, "10": [4, 5, 8, 9, 12, 13, 14, 16, 18, 21, 22, 23, 27, 29, 30], "723072": 21, "59": [21, 22, 23, 27, 29, 30], "940625": 21, "18": [18, 21, 22, 23, 26, 27, 29, 30], "1997": 21, "lufthavn": 21, "sn82310": 21, "14": [21, 22, 23, 26, 27, 29, 30], "375128": 21, "67": [21, 22, 23, 26, 27, 30], "282669": 21, "2023": [2, 13, 14, 16, 21], "sn39040": 21, "7": [21, 22, 23, 27, 29, 30], "995733": 21, "58": [18, 21, 22, 27, 29, 30], "14615": 21, "17": [21, 22, 23, 26, 27, 29, 30], "import": [4, 8, 9, 12, 18, 21, 22, 23], "pd": [21, 22, 23], "yaml": [7, 10, 17, 21], "o": [9, 17, 21, 22, 23], "pathlib": 21, "path": [7, 9, 10, 16, 17, 18, 21, 22, 23], "project_path": 21, "cwd": 21, "parent": 21, "credentials_fil": 21, "join": [9, 12, 16, 21, 22, 23], "conf": 21, "local": [4, 5, 7, 9, 10, 13, 16, 17, 21, 23], "credenti": [7, 10, 21], "yml": [7, 9, 10, 17, 21], "home": [13, 23], "acampo": [12, 13], "git": 18, "ac": [], "urban": [3, 7, 8, 9, 11, 12, 13, 14, 16, 18, 19, 22, 23], "servic": [4, 5, 8, 11, 12, 16, 22], "read": [17, 21], "client": 21, "id": [12, 21, 22], "open": [9, 12, 13, 17, 18, 21, 22, 25], "f": [4, 5, 9, 12, 17, 21, 22, 23], "safe_load": 21, "client_id": 21, "frost_api": 21, "client_kei": 21, "defin": [5, 9, 12, 13, 21, 22, 23], "endpoint": 21, "endpoint_st": 21, "locat": [8, 9, 13, 14, 16, 18, 21], "v0": 21, "jsonld": 21, "issu": 21, "an": [4, 5, 8, 9, 12, 13, 14, 16, 17, 18, 21], "get": 21, "auth": 21, "json": [12, 18, 21], "json_stat": 21, "4": [4, 9, 15, 16, 21, 22, 23, 27, 29, 30], "b\u00e6erum": 21, "print": [21, 22], "geometri": [9, 21, 22, 23], "746092": 21, "912728": 21, "24": [22, 23, 26, 27, 30], "paramet": [7, 8, 9, 10, 12, 18, 21, 25], "endpoint_observ": 21, "element": 21, "mean": [8, 13, 21], "air_temperatur": 21, "p3m": 21, "best_estimate_mean": 21, "referencetim": 21, "1900": 21, "01": [21, 22, 23, 30], "check": [9, 18, 21, 22], "work": [5, 21], "out": [4, 5, 12, 18, 21], "ani": [9, 13, 21], "error": [8, 9, 17, 21, 22], "status_cod": 21, "200": [13, 21, 27, 29, 30], "retriev": 21, "els": [21, 22], "return": 21, "statu": 21, "code": [4, 5, 9, 12, 17, 18, 21], "messag": 21, "reason": 21, "26": [22, 23, 27, 29, 30], "all": [7, 8, 9, 12, 13, 16, 17, 21, 22, 23], "format": [2, 18, 21, 22], "df": [21, 22], "rang": [13, 14, 18, 21], "len": 21, "row": [12, 21, 22], "concat": 21, "ignore_index": 21, "true": [21, 22, 23], "reset_index": 21, "27": [22, 23, 26, 27, 29, 30], "These": [4, 5, 12, 21], "column": [12, 13, 14, 18, 21, 23], "kept": 21, "elementid": 21, "valu": [12, 13, 16, 18, 21, 22], "unit": [18, 21, 22], "timeoffset": 21, "df2": 21, "convert": [12, 13, 21, 22], "time": [13, 18, 21], "python": [7, 9, 10, 16, 18, 21], "standard": [2, 9, 21], "datetim": 21, "to_datetim": 21, "28": [22, 23, 26, 27, 29, 30], "onli": [5, 8, 13, 21], "month": 21, "df_summer": 21, "dt": 21, "hott": 21, "2013": 21, "present": [12, 16, 21], "29": [22, 23, 27, 29, 30], "df_oslo": 21, "sort": [21, 22], "warmest": 21, "sort_valu": [21, 22], "inplac": [21, 22], "ascend": [21, 22], "fals": [4, 5, 21, 22], "displai": [21, 22, 23], "60": [15, 21, 22, 23, 27, 29, 30], "241": [21, 22, 23], "06": [21, 22, 23, 30], "00": [21, 22, 23, 27, 29, 30], "degc": 21, "pt0h": 21, "81": [13, 14, 15, 16, 21, 22, 23, 26, 27, 30], "325": 21, "41": [21, 22, 23, 27, 29, 30], "1947": 21, "69": [23, 26, 27, 30], "277": [], "2006": [], "73": [22, 23, 27, 29, 30], "1955": [], "109": [29, 30], "1964": [], "113": [15, 30], "1965": [], "50": [15, 22, 23, 27, 29, 30], "201": [], "1987": [], "13": [21, 22, 23, 27, 29, 30], "9": [12, 21, 22, 23, 27, 30], "56": [21, 22, 23, 27, 30], "225": [], "1993": [], "101": 27, "1962": [], "87": [22, 23, 27, 30], "30": [12, 15, 16, 22, 26, 27, 29, 30], "df_kristiansand": 21, "77": [21, 22, 23, 26, 27, 30], "654": [], "571": [], "62": [22, 23, 27, 30], "595": [], "2003": [], "80": [8, 22, 23, 29, 30], "666": [], "2021": [2, 4, 5, 12, 16], "16": [22, 23, 26, 27, 29, 30], "23": [15, 22, 23, 26, 27, 29, 30], "439": [22, 23], "11": [15, 22, 23, 27, 29, 30], "391": [], "1952": [], "443": [], "46": [22, 23, 27, 29, 30], "531": [], "21": [15, 22, 23, 26, 27, 30], "431": [], "83": [22, 23, 27, 29, 30], "31": [22, 23, 27, 29, 30], "1937": [], "1938": [], "15": [13, 16, 21, 22, 23, 27, 29, 30], "1939": [], "1940": [], "1941": [], "680": [], "12": [12, 15, 22, 23, 27, 29, 30], "683": [], "2019": [12, 13, 21], "687": [], "2020": [8, 9, 12, 21], "691": [], "2022": [8, 9, 12, 13, 14, 16], "695": [22, 23], "176": [27, 30], "32": [22, 23, 27, 30], "df_bod\u00f8": 21, "676": [], "2017": 12, "head": [21, 22], "655": [21, 29], "572": 21, "372": 21, "697": 21, "689": 21, "685": 21, "regul": [4, 5, 16], "1408": 26, "1393": 26, "stammediamet": [26, 27, 29, 30], "110": 26, "1163": 26, "221": [26, 27, 30], "218700": 26, "kronear": [22, 26, 27, 29, 30], "m2": [13, 15, 22, 26, 27, 29, 30], "h\u00f8yde": [2, 26, 27, 29, 30], "m": [4, 5, 12, 13, 15, 22, 23, 26, 27, 29, 30], "cm": [26, 27, 29, 30], "alm": [26, 27, 29, 30], "139": 26, "07": [26, 30], "66": [22, 23, 26, 27, 30], "nan": [22, 23, 26, 27, 30], "ask": [26, 27, 30], "464": 26, "98": [22, 23, 26, 27, 29, 30], "97": [22, 23, 26, 30], "bj\u00f8rk": [26, 27, 29, 30], "51": [22, 23, 26, 27, 29, 30], "b\u00f8k": [26, 29, 30], "36": [22, 23, 26, 27, 30], "71": [22, 26, 27, 29, 30], "45": [22, 23, 26, 27, 29, 30], "eik": [26, 30], "364": 26, "39": [22, 23, 26, 27, 30], "86": [22, 23, 26, 27, 29, 30], "54": [22, 23, 26, 27, 30], "furu": [26, 27, 30], "169": 26, "91": [26, 27, 29, 30], "lind": [26, 29, 30], "74": [22, 23, 26, 29, 30], "65": [22, 23, 26, 27, 29, 30], "35": [22, 23, 26, 27, 29, 30], "osp": [26, 27, 30], "selj": [26, 27, 30], "55": [8, 9, 22, 23, 26, 27, 29, 30], "spissl\u00f8nn": [26, 27, 29, 30], "231": [26, 29], "72": [22, 23, 26, 27, 29, 30], "svartor": [26, 30], "40": [13, 14, 18, 22, 23, 26, 27, 29, 30], "103504": 27, "som": [1, 2, 3, 27, 30], "har": [2, 27, 30], "sannsynlighet": [27, 30], "mindr": [15, 27, 30], "enn": [15, 27, 30], "klassifisert": [27, 30], "andr": [0, 2, 15, 27, 30], "alpeas": 27, "amerikahagtorn": 27, "anna": [27, 30], "art": [27, 30], "blodb\u00f8k": [27, 29, 30], "dunpil": 27, "epl": [27, 30], "gran": [27, 30], "gr\u00e5or": [27, 30], "gr\u00e5selj": 27, "gullregn": [27, 30], "hagtorn": [27, 30], "hegg": [27, 30], "hestekastanj": [27, 29, 30], "hvitpil": [27, 30], "istervi": 27, "katsuratr": 27, "kurvpil": 27, "lerk": [27, 30], "morel": [27, 30], "neverhegg": [27, 29, 30], "orn\u00e4sbj\u00f8rk": [27, 30], "prydepl": [27, 30], "rognas": [27, 30], "r\u00f8dhyll": 27, "sargentkirseb\u00e6r": [27, 30], "sitkagran": [27, 30], "s\u00f8lvasal": [27, 30], "s\u00f8lvpil": 27, "tartarl\u00f8nn": 27, "ukjent": 27, "ullungrogn": 27, "valn\u00f8tt": [27, 30], "33": [22, 23, 27, 29, 30], "44": [22, 23, 27, 30], "08": [27, 29, 30], "34": [13, 16, 18, 22, 23, 27, 29, 30], "38": [18, 22, 23, 27, 29, 30], "76": [22, 23, 27, 29, 30], "89": [22, 23, 27, 29, 30], "02": [22, 23, 27, 29, 30], "57": [22, 23, 27, 29, 30], "20": [8, 13, 14, 18, 22, 23, 27, 29, 30], "78": [22, 23, 27, 30], "balsampoppel": [27, 30], "304": [23, 27], "43": [22, 23, 27, 29, 30], "22": [8, 15, 22, 23, 27, 29, 30], "48": [8, 22, 23, 27, 29, 30], "1274": 27, "95": [22, 23, 27, 30], "52": [22, 23, 27, 29, 30], "85": [27, 29, 30], "19": [22, 23, 27, 29, 30], "94": [22, 23, 27, 29, 30], "84": [27, 29, 30], "04": [8, 18, 22, 23, 27, 29, 30], "53": [22, 23, 27, 29, 30], "90": [22, 23, 27, 29, 30], "hengebj\u00f8rk": [27, 30], "99": [15, 22, 23, 27, 29, 30], "49": [22, 23, 27, 29, 30], "37": [22, 23, 27, 29, 30], "47": [22, 23, 27, 30], "42": [22, 23, 27, 29, 30], "79": [27, 29, 30], "64": [22, 23, 27, 29, 30], "377": [18, 27], "platanl\u00f8nn": [27, 30], "262": 27, "88": [22, 23, 27, 30], "rogn": [27, 30], "686": 27, "68": [22, 23, 27, 30], "558": 27, "svensk": [27, 30], "asal": [27, 30], "925": 27, "syrin": [27, 30], "456": 27, "09": [22, 23, 27, 30], "nkr": [27, 29, 30], "energibesparels": [27, 29, 30], "totalverdi": [27, 29, 30], "5064": 27, "75": [12, 22, 23, 27, 29, 30], "05": [22, 23, 27, 29, 30], "177": [22, 23, 27], "951": 27, "204": [22, 23, 27], "61": [22, 23, 27, 29, 30], "150": [27, 29, 30], "102": [27, 30], "469": 27, "338": 27, "160": [22, 23, 27], "699": 27, "92": [22, 23, 27, 29, 30], "126": 27, "134": [22, 27], "250": [22, 23, 27, 29, 30], "1758": 27, "115": [27, 30], "111": [15, 27], "1042": 27, "886": 27, "300": [16, 22, 27, 29, 30], "3160": 27, "122": [15, 22, 23, 27, 30], "179": 27, "70": [15, 22, 23, 29, 30], "11081": 29, "199": 29, "397": [8, 29], "kulel\u00f8nn": [29, 30], "120": [23, 29, 30], "93": [22, 23, 29, 30], "rosehagtorn": 29, "sm\u00e5bladlind": [29, 30], "108": [22, 23, 29, 30], "svenskeas": 29, "s\u00f8ylekirseb\u00e6r": 29, "63": [8, 22, 23, 29, 30], "105": [22, 29], "82": [8, 15, 22, 23, 29, 30], "465": 29, "269": [29, 30], "172": 29, "312": 29, "96": [23, 29, 30], "2201": 29, "396": 29, "253": [29, 30], "412": 29, "148": [22, 23, 29], "178": [22, 29, 30], "1810": 29, "601": 29, "362": 29, "444": 29, "2433": 29, "763": 29, "488": 29, "589": 29, "350": [29, 30], "400": [29, 30], "2199": 29, "564": [22, 23, 29], "360": 29, "468": 29, "450": [29, 30], "7500": 29, "1025": 29, "728": 29, "29928": 30, "16198": 30, "skoletr\u00e6r": 30, "plassert": 30, "undervisningsomr\u00e5d": 30, "14339": 30, "13929": 30, "1772": 30, "633282": 30, "agnb\u00f8k": 30, "amurkorktr": 30, "raywood": 30, "askl\u00f8nn": 30, "barlind": 30, "bj\u00f8rkekirseb\u00e6r": 30, "blodl\u00f8nn": 30, "crimson": 30, "king": 30, "bl\u00e5gran": 30, "douglasgran": 30, "duetr": 30, "dvergfuru": 30, "edelgran": 30, "edelkastanj": 30, "einer": 30, "ekt": 30, "alexand": 30, "aroma": 30, "beauti": 30, "bath": 30, "charlamovski": 30, "charl": 30, "ross": 30, "cox": 30, "pomona": 30, "fuhr": 30, "gravenstein": 30, "gul": 30, "richard": 30, "haugmann": 30, "hvit": 30, "astrakan": 30, "ingrid": 30, "mari": 30, "jame": 30, "griev": 30, "juli": 30, "red": 30, "kanik": 30, "karin": 30, "schneider": 30, "katinka": 30, "lobo": 30, "ribston": 30, "s\u00e6vstaholm": 30, "torstein": 30, "sign": 30, "tillisch": 30, "transparent": 30, "blanch": 30, "worcest": 30, "pearmain": 30, "\u00e5ker\u00f8": 30, "fuglekirseb\u00e6r": 30, "slekta": 30, "gr\u00e5poppel": 30, "gudetr": 30, "gullpil": 30, "hassel": 30, "hemlokk": 30, "hengealm": 30, "hengeblodb\u00f8k": 30, "hengeb\u00f8k": 30, "himalayabj\u00f8rk": 30, "hjertetr": 30, "japankirseb\u00e6r": 30, "japankiseb\u00e6r": 30, "japanrogn": 30, "kirseb\u00e6r": 30, "kirseb\u00e6rbladet": 30, "koloradoedelgran": 30, "koreaedelgran": 30, "krimlind": 30, "kulekirseb\u00e6r": 30, "kystdogla": 30, "ligustersyrin": 30, "londonplatan": 30, "lundalm": 30, "l\u00f8nn": 30, "l\u00f8nne": 30, "magnolia": 30, "mannaask": 30, "naverl\u00f8nn": 30, "nordmannsedelgran": 30, "ore": 30, "oregoneik": 30, "papirbj\u00f8rk": 30, "parkhagtorn": 30, "parklind": 30, "plomm": 30, "althan": 30, "herman": 30, "opal": 30, "rein": 30, "claud": 30, "d": [4, 5, 8, 9, 13, 14, 16, 17, 30], "oullin": 30, "victoria": 30, "poppel": 30, "p\u00e6re": 30, "bergamott": 30, "clapp": 30, "favorit": 30, "clara": 30, "frij": 30, "esperen": 30, "herrep\u00e6r": 30, "gr\u00e5p\u00e6re": 30, "herzogin": 30, "elsa": 30, "ingeborg": 30, "moltk": 30, "r\u00f8db\u00f8k": 30, "r\u00f8deik": 30, "sembrafuru": 30, "serbergran": 30, "sibirlerk": 30, "sibirl\u00f8nn": 30, "silkefuru": 30, "silkepil": 30, "skarlageneik": 30, "skj\u00f8rpil": 30, "sm\u00f8rvaln\u00f8tt": 30, "sn\u00f8magnolia": 30, "sommereik": 30, "spansk": 30, "storbladlind": 30, "storrobinia": 30, "sukkerl\u00f8nn": 30, "sumpeik": 30, "surkirseb\u00e6r": 30, "svartfuru": 30, "svartsurb\u00e6r": 30, "svartvaln\u00f8tt": 30, "s\u00f8lvedelgran": 30, "s\u00f8lvlind": 30, "s\u00f8lvl\u00f8nn": 30, "s\u00f8rgjepil": 30, "s\u00f8tkirseb\u00e6r": 30, "s\u00f8yleagnb\u00f8k": 30, "s\u00f8yleb\u00f8k": 30, "s\u00f8yleeik": 30, "s\u00f8yleosp": 30, "s\u00f8ylesvartor": 30, "tempeltr": 30, "thuringerrogn": 30, "tokyokirseb\u00e6r": 30, "tulipantr": 30, "tyrkisk": 30, "tysk": 30, "ungarsk": 30, "urtidstr": 30, "vierslekta": 30, "vingen\u00f8tt": 30, "vintereik": 30, "virginiapoppel": 30, "vripil": 30, "weymouthfuru": 30, "\u00f8stamerikansk": 30, "thuja": 30, "1092": 30, "130": [4, 5, 30], "171": 30, "385": 30, "127": [23, 30], "147": 30, "232": 30, "792": 30, "407": 30, "dunbj\u00f8rk": 30, "339": 30, "03": [8, 30], "185": 30, "180": 30, "161": 30, "123": [15, 30], "136": [15, 23, 30], "747": 30, "616": 30, "117": 30, "548": 30, "3636": 30, "163": [23, 30], "191": 30, "484": 30, "118": [22, 23, 30], "104": [22, 23, 30], "399": 30, "2488": 30, "198": 30, "158": [23, 30], "174": 30, "114": [22, 23, 30], "193": 30, "500": 30, "800": 30, "7284": 30, "188": 30, "263": 30, "4186": 30, "4540": 30, "4563": 30, "411": 30, "550": 30, "773": 30, "11766": 30, "12598": 30, "2241": 30, "610": 30, "215": 30, "845": 30, "1232": 30, "17889": 30, "142": [15, 30], "19107": 30, "1032": 30, "775": 30, "235": 30, "1105": 30, "1808": 30, "25258": 30, "133": [15, 30], "26750": 30, "523": 30, "865": 30, "249": 30, "1394": 30, "2286": 30, "31905": 30, "168": 30, "33743": 30, "242": [23, 30], "908": 30, "258": 30, "1609": 30, "2655": 30, "36928": 30, "124": [15, 22, 23, 30], "38939": 30, "141": [15, 23, 30], "856": 30, "1835": 30, "3103": 30, "43424": 30, "45660": 30, "1498": 30, "292": 30, "2361": 30, "3741": 30, "56179": 30, "58954": 30, "1173": 30, "309": 30, "2274": 30, "3561": 30, "49745": 30, "52406": 30, "1275": 30, "282": 30, "2267": 30, "3749": 30, "48299": 30, "437": 30, "51390": 30, "984": 30, "301": 30, "2737": 30, "3929": 30, "53802": 30, "56841": 30, "600": 30, "1082": 30, "288": 30, "2539": 30, "3680": 30, "48246": 30, "51074": 30, "650": 30, "1029": 30, "1994": 30, "3626": 30, "37996": 30, "40244": 30, "700": 30, "551": 30, "2560": 30, "5312": 30, "72289": 30, "75151": 30, "750": 30, "731": 30, "279": 30, "3192": 30, "4624": 30, "49001": 30, "52473": 30, "327": 30, "268": 30, "3447": 30, "6923": 30, "97044": 30, "100759": 30, "850": 30, "6000": 30, "2543": 30, "900": 30, "2162": 30, "107": 30, "1179": 30, "11034": 30, "33322": 30, "34609": 30, "950": 30, "625": 30, "418": 30, "6472": 30, "10803": 30, "182992": 30, "189883": 30, "1050": 30, "1100": 30, "514": 30, "298": [22, 23, 30], "7475": 30, "7488": 30, "116618": 30, "124392": 30, "ble": 0, "utviklet": [0, 2, 3], "bymilj\u00f8etaten": 0, "kommun": [0, 1], "fremtiden": 0, "byer": 0, "ikonen": 0, "kommunikasjon": 0, "om": [0, 2], "befolkningen": 0, "sektor": 0, "tilgjengelig": [0, 1, 2, 3], "nedlast": [0, 3], "de": [0, 3], "kan": [0, 2, 3], "bruke": [0, 2, 3], "organisasjon": 0, "treedetect": [12, 17], "instal": [7, 10, 12, 16, 23], "todo": [4, 5, 22, 23], "variabl": [2, 7, 8, 9, 10, 14, 17], "template_cookiecutt": [], "support": 16, "tool": [11, 12, 13, 14, 16, 18], "itre": [4, 5, 16], "visibl": [4, 5, 14, 16, 18], "repo": [13, 18], "progress": 5, "provid": [4, 5, 7, 9, 11, 12, 16, 17], "area": [4, 5, 8, 9, 11, 12, 13, 16, 23], "airborn": [4, 5, 16], "laser": [4, 5, 7, 13, 16], "scan": [4, 5, 16], "al": [2, 4, 5, 12, 13, 16], "nation": [4, 5, 12], "geograph": [4, 5, 16], "dataset": [4, 5, 8, 9, 12, 13, 16], "databas": [2, 4, 5, 16, 18], "crown": [4, 5, 8, 9, 12, 13, 14, 16, 18, 22, 23], "polygon": [4, 5, 9, 12, 13, 14, 16], "top": [4, 5, 16], "point": [4, 5, 7, 8, 9, 13, 14, 16, 18, 22], "per": [4, 5, 9, 12, 13, 16], "neighbourhood": [4, 5, 9, 12, 13, 16, 23], "can": [4, 5, 8, 12, 13, 16, 18, 23], "input": [4, 5, 9, 13, 14, 16, 18], "model": [4, 5, 7, 8, 9, 12, 14, 16, 18], "estim": [4, 5, 8, 11, 12, 13, 16], "ecosystem": [4, 5, 8, 11, 12, 16, 22], "howev": [4, 5, 13], "must": [4, 5], "supplement": [4, 5, 9], "situ": [4, 5, 8, 9, 16], "e": [4, 5, 8, 9, 12, 17], "dbh": [4, 5, 8, 9], "etc": [4, 5, 22], "gi": [2, 4, 5, 9, 13, 14, 16, 19], "deriv": [4, 5, 13], "land": [4, 5, 9, 12, 13, 16], "build": [4, 5, 8, 9, 12, 13, 16, 22, 23], "footprint": [4, 5, 13], "succesfulli": 4, "repositori": [4, 5, 9, 12, 17], "supporttool": [4, 5], "prepar": [4, 5, 8], "In": [4, 5, 8, 12, 13, 16, 17, 18, 22], "addit": [4, 5, 8, 12, 13, 16, 23], "includ": [4, 5, 7, 10, 13, 23], "cultur": [4, 5], "follow": [4, 5, 7, 8, 9, 10, 12, 13, 16, 17, 18], "climateservic": 4, "heat": [4, 5, 12, 16], "viewsh": [4, 5, 16, 19, 22, 25], "exposur": [4, 5, 9, 16, 19, 25], "impact": [4, 5, 12, 16, 19, 22, 25], "task": [], "kartverket": [4, 13], "built": [4, 5, 12, 16], "up": [4, 5, 7, 9, 10, 12, 16, 25], "zone": [4, 5, 8, 9, 16], "municip": [4, 5, 7, 8, 12, 13, 14, 16, 18, 22, 23], "watersh": [4, 5, 16], "segment": [4, 5, 8, 9, 16], "method": [4, 5, 7, 10, 14, 16], "hanssen": [4, 5, 12, 16], "et": [2, 3, 4, 5, 12, 13, 16], "detec": [4, 5], "posit": [4, 5], "object": [4, 5, 13], "instead": [4, 5, 8], "lamp": [4, 5], "post": [4, 5], "identifi": [4, 5], "outlier": [4, 5, 8], "geometr": [4, 5, 9], "shape": [4, 5, 9, 22], "appli": [4, 5, 9, 13, 16, 18, 22, 23], "arcgi": [1, 4, 5, 9, 17], "pro": [4, 5, 9, 17], "conda": [7, 9, 10, 17], "environ": [7, 9, 10, 12], "depend": 17, "3d": 17, "analyst": [9, 17], "spatial": [9, 12, 17, 22], "licens": [7, 9, 10, 17], "here": [12, 13, 17, 18], "step": [4, 9, 12, 17], "compat": [5, 17], "packag": [4, 7, 9, 10, 17, 23], "new": [9, 13, 17, 18, 22, 23], "necessari": 17, "describ": [12, 17], "anaconda": 17, "prompt": 17, "command": [9, 12, 14, 17, 18], "cd": [9, 17], "p": [12, 13, 17, 18], "project_fold": 17, "activ": [9, 12, 17], "OR": 17, "clone": [4, 9, 17, 18], "your": [4, 5, 7, 9, 10, 12, 17, 18], "base": [9, 12, 13, 14, 16, 17, 23], "manual": [4, 5, 9, 16], "list": [9, 17, 23], "requir": [7, 8, 9, 10, 12, 17, 23], "txt": [7, 9, 10, 12, 17], "pip": [9, 12, 17, 23], "src": [4, 5, 7, 10, 17, 18], "mode": [9, 17], "egg": [9, 17], "info": [9, 17], "case": [9, 12, 13, 16, 17, 18, 22], "you": [4, 5, 9, 12, 13, 16, 17, 18], "remov": [8, 12, 17], "reinstal": 17, "myenv": 17, "verifi": 17, "delet": 17, "linter": [7, 9, 10, 17], "pipx": [9, 17], "make": [5, 8, 9, 13, 14, 16, 17], "global": [9, 12, 17], "test": [8, 9, 17, 18, 23], "codestyl": [9, 17], "note": [9, 17, 18], "As": [9, 13, 17], "pre": [4, 5, 9, 17], "commit": [7, 9, 10, 17], "unfortun": [9, 17], "give": [9, 17], "acc": [9, 17], "deni": [9, 17], "window": [9, 17], "would": [9, 16, 17], "recommend": [4, 5, 8, 9, 13, 17, 18], "befor": [9, 17], "chang": [9, 17], "black": [9, 17, 22], "isort": [9, 17], "ruff": [9, 17], "config": [7, 9, 10, 17], "util": [4, 5, 7, 10, 12, 17], "py": [4, 5, 7, 9, 10, 14, 17, 23], "yaml_util": 17, "function": [13, 14, 17, 18, 23], "test_config": 17, "logger": [7, 10, 17], "geospatialdata": 17, "fkb_building_path": 17, "gdbfile": 17, "fkb_water_path": 17, "ssb_district_path": 17, "ar5_landuse_path": 17, "filgdbfile": 17, "raw_data_path": 17, "raw": 17, "which": [8, 12, 13, 17, 23], "local_git": 17, "version": [12, 17], "fme": 4, "studi": [4, 5, 8, 9, 12, 13, 14, 16, 22], "vector": [4, 7, 12, 13, 18, 22], "filegdb": [4, 12], "featur": [4, 8, 12], "class": [4, 13, 23], "b": [4, 9, 12], "laz": [4, 5, 7], "zip": [4, 5, 22], "la": [4, 5], "c": [4, 7, 9, 10, 12, 13, 16, 18], "water": [4, 5, 8, 12, 13], "bodi": [4, 5, 13], "specif": [4, 5, 8, 9, 11], "mask": [4, 5, 12], "we": [4, 5, 8, 13, 16], "each": [4, 5, 7, 8, 9, 12, 13, 16, 22], "might": [4, 5], "want": [4, 5, 18], "relev": [4, 5], "analysi": [4, 5, 8, 9, 13, 23], "yet": [4, 5, 13], "avail": [4, 5, 8, 11, 13, 18], "formula": [4, 5, 8, 9, 12], "study_area_200m_buff": [4, 5], "fkb_bygning_omr_1m_buff": 4, "fkb_vann_omrad": 4, "ssb_lufthavn": 4, "ssb_bane": 4, "process": [4, 5, 7, 12, 13, 18], "script": [4, 5, 18], "prepare_lidar": [4, 5], "sub": [4, 7, 10], "tree_detect": [4, 5], "canopi": [4, 5, 12, 13, 23], "height": [4, 5, 8, 9, 13], "chm": [4, 5], "model_chm": [4, 5], "watershed_segment": [4, 5], "identify_false_posit": [4, 5], "makefil": [4, 7, 10], "subroutin": [4, 5], "barton": [4, 5, 8, 9, 13, 14, 16], "n": [4, 5, 8, 9, 13, 14, 15, 16], "venter": [4, 5, 8, 12], "z": [4, 5, 8, 9, 12, 13, 14, 16], "nowel": [4, 5], "cimburova": [4, 5, 8, 9, 13, 14, 16, 18], "lidar": [2, 4, 5, 7, 8, 9], "map": [4, 5, 12, 14, 16, 18, 22], "extent": [4, 5, 8, 9], "condit": [4, 5, 9], "account": [4, 5], "ecolog": [4, 5], "indic": [4, 5, 8, 13, 16], "108007": [4, 5], "doi": [4, 5, 8, 9, 12, 13, 14, 16], "org": [4, 5, 8, 9, 11, 12, 13, 14, 16, 18], "1016": [4, 5, 8, 9, 12, 13, 14, 16], "j": [4, 5, 8, 9, 12, 13, 14, 16], "ecolind": [4, 5], "part": [4, 9, 18], "env": [7, 9, 10], "public": [9, 13, 16, 18, 22, 25], "readm": [7, 10], "152022_itree_eco_ifront_synliggjore_trars_rolle_i_okosyst": [], "updat": 22, "lookat": [], "stem_point": [], "crown_las": [], "top_las": [], "raw_data": 7, "baerum": 7, "las_inside_buildupzon": 7, "inside_buildupzon": 7, "outside_buildupzon": 7, "bodo": 7, "15220700_gis_samordning_2022_": [], "marea_spare_ecogap": [], "arcgispro": 9, "collect": [], "clean": [9, 16], "train": [8, 9, 12], "evalu": 8, "visual": [12, 14, 16, 18], "templat": [7, 9, 10], "cookiecutt": [], "level": [12, 13], "interim": [7, 12], "intermedi": 7, "ha": 7, "been": 7, "transform": [7, 18], "final": [7, 8], "canon": 7, "set": [7, 9, 10, 11, 12, 13, 18, 22, 23], "origin": [7, 12], "immut": 7, "dump": 7, "default": 13, "see": [8, 9, 12, 13, 23], "detail": [9, 12, 13], "jupyt": 12, "convent": [], "number": [8, 12, 13, 14, 16, 22, 23], "order": [], "creator": [], "initi": 23, "short": [], "delimit": [], "jqp": [], "explor": [], "refer": [5, 14, 16], "dictionari": [], "explanatori": [], "materi": [], "report": [13, 16], "gener": [9, 12], "pdf": 1, "latex": [], "graphic": [], "reproduc": [], "freez": [], "setup": [7, 10], "so": 12, "__init__": [7, 10], "download": [11, 12, 13], "make_dataset": [], "turn": [], "build_featur": [], "predict": [8, 12], "predict_model": [], "train_model": [], "exploratori": [], "orient": [], "tox": [], "ini": [], "readthedoc": [], "io": [], "full": 9, "auxiliari": [9, 16], "exist": [8, 9, 16, 18, 22], "inventori": [8, 9, 16], "enabl": [8, 9], "py3": 9, "option": [5, 9], "often": 9, "specifi": [9, 13], "pyproject": [7, 9, 10], "toml": [7, 9, 10], "user": 9, "fill": [8, 9, 18, 23], "THAT": 9, "NOT": [7, 9, 10, 22], "TO": 9, "THE": 9, "correct": [9, 16], "look": [9, 25], "catalog": [7, 9, 10, 22], "more": [8, 9, 13, 16, 18], "prep": 9, "entri": 9, "prepare_data": 9, "load": [5, 7, 9, 10, 12, 22], "ii": [9, 12, 16], "stem": [8, 9, 16], "iii": [9, 12, 16], "ref": [8, 9], "automat": [5, 9], "field": [8, 9, 23], "design": [9, 16], "translat": [9, 13], "stem_id": 9, "crown_diamet": [8, 9], "iv": [9, 12, 16], "join_data": 9, "classifi": [5, 9, 13, 23], "relationship": [8, 9], "split": [8, 9, 22], "overlap": [9, 22], "multipl": [8, 9], "qualiti": 9, "control": 9, "wether": 9, "assign": [9, 13], "singl": [9, 12], "v": [8, 9, 12, 16, 18], "relat": [5, 9, 13], "one": [9, 16], "simpl": 9, "than": [8, 9, 13, 18], "voronoi": 9, "tessel": 9, "doe": [8, 9], "comput": [9, 13], "auxillari": 9, "compute_attribut": 9, "thes": 9, "overlai": 9, "pollut": [8, 9], "crown_id": 9, "objectid": [9, 22], "diamet": [8, 9], "volum": [9, 13, 14, 16], "distanc": [9, 13, 14, 16, 22], "direct": 9, "light": 9, "attr": 9, "within": [8, 9, 12, 13, 16, 22, 23], "pipelin": [9, 12, 22], "them": [5, 8, 9], "separatli": 9, "cose": 9, "need": 9, "super": 9, "slow": 9, "12h": 9, "runtim": 9, "potenti": [8, 9], "geospati": [8, 9], "bayesian": [8, 9], "network": [8, 9], "assess": [8, 9, 13], "forestri": [8, 9, 13, 14, 16], "green": [8, 9, 12, 13, 14, 16, 22, 23, 25], "126801": [8, 9], "ufug": [8, 9, 13, 14, 16], "adapt": [9, 12], "fromt": 9, "under": [2, 3, 9, 13], "gnu": 9, "gpl": 9, "thei": 8, "find": 8, "air": 8, "most": [8, 16, 22, 23], "storag": 8, "sequestr": 8, "reduct": 8, "runoff": 8, "To": [8, 16], "total": [8, 12, 13], "benefit": [8, 16], "breast": 8, "predictor": 8, "u": 8, "simplifi": 8, "autom": 8, "workflow": [8, 12, 13], "same": [8, 13], "For": [8, 13, 16], "also": [8, 12], "indiviu": 8, "no2": 8, "pm2": 8, "individu": [8, 13], "differ": [8, 12, 13, 16], "combin": [8, 13, 16], "first": [8, 13, 22], "crown_area": 8, "If": [8, 12], "miss": 8, "equat": 8, "crown_diam": 8, "median": 8, "respect": 8, "less": 8, "sensit": 8, "encod": [8, 23], "categor": [8, 23], "have": [8, 12, 13, 23], "suffici": 8, "skew": 8, "larg": [8, 18], "oak": 8, "wa": [8, 13, 18], "obtain": 8, "identifyt": 8, "hollow": 8, "assum": 8, "distribut": 8, "similar": [7, 8], "regressor": [8, 12], "select": [8, 16, 22], "random": [8, 12, 14, 18], "forest": [8, 11, 12, 13], "linear": [8, 16], "datast": 8, "1000": [8, 15], "otherwis": 8, "non": [8, 12, 13], "parametr": 8, "captur": [8, 22], "between": [8, 12, 13], "respons": 8, "decis": 8, "being": 8, "subset": [8, 23], "averag": [8, 12], "fore": 8, "maximum": [8, 12, 14], "consid": 8, "node": 8, "max": 8, "tune": 8, "prone": 8, "overfit": 8, "therefor": [8, 18], "unseen": 8, "our": 8, "grid": [8, 12], "implement": 8, "fold": 8, "cross": 8, "valid": 8, "perform": [8, 13], "optim": 8, "highest": 8, "r2": 8, "score": 8, "against": 8, "extern": 8, "better": 8, "suit": 8, "small": 8, "target": 8, "consist": [8, 16], "cloud": [7, 8, 13, 16], "eq": 8, "thereaft": 8, "peform": 8, "root": 8, "squar": 8, "rmse": 8, "measur": 8, "how": [8, 12, 13, 18, 22], "well": 8, "fit": 8, "perfect": 8, "infin": 8, "best": 8, "slightli": 8, "decreas": [8, 13], "when": [8, 22], "further": [8, 13], "redcut": 8, "slighlti": 8, "lower": [8, 16], "simpler": 8, "pluss": 8, "directli": 8, "sequest": 8, "drop": [8, 22], "memo": 8, "gitignor": [7, 10], "metadata": [7, 10, 13], "log": [7, 10], "project_structur": [7, 10], "gitkeep": [7, 10], "decor": [7, 10], "configur": [7, 10], "lint": [7, 10], "instruct": [4, 13], "organ": [7, 13], "terratec": [5, 7], "AS": [5, 7, 22], "diagram": 13, "aim": 16, "quantifi": [13, 16], "four": 16, "comprehens": 16, "understand": 16, "ing": [], "remot": [12, 16], "sens": [12, 16], "calcul": [12, 16, 22, 23], "addi": [], "tional": [], "effect": [12, 16], "semi": 5, "appriori": [], "rout": 16, "characterist": 16, "instanc": 16, "densiti": [13, 14, 16], "compar": [12, 16], "higher": 16, "upon": 16, "leverag": 16, "establish": 16, "methodologi": 16, "program": 16, "estab": [], "lish": [], "integr": 16, "unifi": 16, "regist": 16, "variou": 16, "analys": 16, "cal": [], "culat": [], "extrapol": 16, "regress": [8, 16], "whole": 16, "cover": [12, 13, 16, 22, 23], "coverag": [12, 13, 14, 16, 22], "surfac": [12, 13, 16], "lst": [12, 16], "counterfactu": [12, 16], "term": [12, 16], "risk": [12, 16], "person": [12, 16], "tee": [], "mod": [], "ell": [], "grass": [12, 13, 16, 19], "addonn": 18, "blumentrath": [13, 14, 16], "privat": [13, 16, 18, 22, 25], "site": [13, 16, 18], "rule": 16, "three": [12, 13, 16], "district": [12, 13, 16], "residenti": [13, 16, 22, 23], "least": [13, 16, 23], "meter": [13, 16], "percentag": [13, 16, 22], "onlin": [1, 16], "atla": [3, 16], "x": [13, 22, 23], "correspond": [5, 16], "softwar": [11, 16], "vi": [2, 16], "vii": 16, "greeneri": [13, 14, 16], "effi": [], "cient": [], "practic": [13, 14, 16], "plan": [13, 14, 16], "applic": [13, 14, 16], "landscap": [13, 14, 16], "222": [13, 14, 16], "104395": [13, 14, 16], "landurbplan": [13, 14, 16], "visi": [], "biliti": [], "valuat": [13, 14, 16], "127839": [13, 14, 16], "konijnendijk": [13, 16], "evid": [13, 16], "guidelin": [13, 16], "greener": [13, 16], "healthier": [13, 16], "resili": [13, 16], "introduc": [13, 16], "re": [13, 16, 22], "821": [13, 16], "830": [13, 16], "1007": [13, 16], "s11676": [13, 16], "022": [13, 16], "01523": [13, 16], "seven": 16, "summary_no": [], "summary_en": [], "bytr": 3, "qfield": 3, "treregisteringsapp": 3, "addition": 16, "appropri": 16, "addon": [13, 16], "toctre": [], "maxdepth": [], "caption": [], "sphinx_dev_info": [], "effici": [13, 14, 16], "empti": [], "header": [], "ikon": 3, "metod": 3, "NO": 3, "dokumentasjonsiden": 3, "prosjeket": 3, "m\u00e5l": 3, "\u00e5": [2, 3], "kartlegg": [2, 3], "verdsett": 3, "bytr\u00e6r": 3, "verkt\u00f8ykass": 3, "trekronekartleg": 3, "verdiset": [2, 3], "best\u00e5r": 3, "deler": 3, "app": 3, "datainnsaml": 3, "felt": [2, 3], "treregistreringsapp": 3, "digitalt": 3, "datavisualis": 3, "resultaten": 3, "agol": 3, "arbeidsflyt": 3, "kombiner": 3, "fjernm\u00e5lingsdata": 3, "estimer": 3, "t\u00e6er": [], "\u00f8kosystemtjenesten": 3, "instruksjon": [], "finn": [2, 3], "treregistringsapp": 3, "arbeidsflyten": 3, "metoden": 3, "dokumentert": 3, "statistisk": [3, 13], "resultat": 3, "tr\u00e6rne": 3, "kommunen": [2, 3], "treregistr": 3, "tillegg": [2, 3], "det": [2, 3], "formidl": 3, "feltdata": 3, "veileder": 3, "break": [], "feltregisteringsverkt\u00f8i": 2, "bruk": 2, "treregist": 2, "etter": 2, "feltmetod": 2, "verdset": 2, "vat": 2, "treregisteringsappen": 2, "nollet": 2, "oppdatert": 2, "appen": 2, "koblet": 2, "kartgrensesnitt": 2, "tilh\u00f8rend": 2, "qgi": 2, "gj\u00f8r": 2, "man": 2, "slipper": 2, "papirskjema": 2, "tast": 2, "inn": 2, "excel": 2, "last": [1, 2, 22, 23], "dem": 2, "opp": 2, "programvar": 2, "stedet": 2, "hent": 2, "dataen": 2, "direkt": 2, "ut": [1, 2], "reduser": 2, "ressursbruken": 2, "feltarbeider": 2, "risikoen": 2, "feil": 2, "ved": 2, "dataoverf\u00f8r": 2, "innhent": 2, "bakkedata": 2, "fra": [1, 2], "kartleg": 2, "eller": [2, 15], "tredatabas": 2, "gjelder": 2, "spesielt": 2, "stammeomkret": 2, "trekronen": 2, "over": 2, "bakken": 2, "tilsand": 2, "mulig": 2, "registrer": 2, "samler": 2, "tilleggsdata": 2, "vurder": 2, "treet": 2, "helsetilstand": 2, "ansl\u00e5tt": 2, "alder": 2, "biotop": 2, "arter": 2, "standardis": 2, "norg": 2, "testet": 2, "android": 2, "nettbrett": 2, "detaljert": 2, "instruks": 2, "hvordan": 2, "bruker": 2, "informasjon": 2, "opprett": 2, "nytt": 2, "prosjekt": 2, "samm": 2, "mal": 2, "omr\u00e5d": [2, 22], "ned": [1, 2], "arbeid": [1, 2], "p\u00e5g\u00e5r": [1, 2], "atlasen": 1, "apper": 1, "ligger": 1, "fil": 1, "com": 18, "ninanor": [], "itreetool": 11, "ervic": 5, "osgeo": 18, "grass8": 18, "raster": [12, 13, 14, 18], "zofi": [13, 18], "srcdataprepare_lidar": [], "srctree_detect": [], "srcmakefil": [], "srcmain": [], "acknowledg": [], "successfulli": 5, "_": [], "content": [], "input_data": [], "restructr": 5, "text": 5, "action": 5, "buildin_footprint": 5, "waterbod": 5, "srcdatamovefile_lookup": [], "tile": 5, "insid": [5, 18], "outsid": 5, "srcdataextract_laz": [], "bat": 5, "srcdatamovefile_substr": [], "xxx": [5, 11], "yyi": 5, "move": [5, 13, 22, 23], "srcdatarenamefil": [], "renam": 5, "utmxx_x_xxx_yyy_x": 5, "utm33_1_495_304_01": 5, "srcdatadefine_project": [], "epsg": [5, 18, 22, 23], "25833": [5, 18], "25832": [5, 18, 22, 23], "srcprepare_lidar": [], "movefile_lookup": 5, "extract_laz": 5, "movefile_substr": 5, "renamefil": 5, "define_project": 5, "word": 5, "analyz": 12, "methodolgi": 12, "gee": 12, "extract_raster_data": 12, "norwai": [12, 13], "kedro": [12, 22], "raster_process": 12, "geotiff": 12, "rasterstack": 12, "stack": 12, "geodatafram": [12, 22, 23], "where": [12, 13, 22], "band": 12, "becom": 12, "colum": 12, "pixel": [12, 13, 22], "lst_counterfactu": 12, "ecosystem_servic": 12, "complet": 12, "host": 12, "framework": 12, "streamlin": 12, "instricut": 12, "docker": 12, "gdal": [12, 18], "hard": 12, "dockerfil": 12, "he": 12, "found": [12, 13], "t": 12, "tag": 12, "containt": 12, "pleas": 12, "mount": 12, "template_devcontain": 12, "virtual": 12, "venv": 12, "pc": 12, "python3": [12, 23], "bin": [12, 22, 23], "enter": [12, 18], "directori": [12, 18], "cach": 12, "sequenc": 12, "viz": 12, "access": [12, 13, 18, 23], "termin": 12, "overview": 12, "type": [12, 18, 22, 23], "date": 12, "outlin": 12, "popul": 12, "statist": [12, 13], "befolkningsstatistikk": 12, "grunnkrets": 12, "startifi": 12, "ag": 12, "grunnkret": [12, 13], "geonorg": [12, 13], "arealdekk": 12, "worldcov": 12, "resolut": [12, 13], "sentinel": 12, "esa": 12, "earth": [12, 13], "engin": 12, "terrain": [12, 13], "terrengmodel": 12, "ditigit": 12, "dtm": [12, 13, 14], "overflatetemperatur": 12, "ermida": 12, "composit": 12, "resampl": 12, "100m": [12, 14], "export": [12, 18, 22], "_lst_100m": 12, "tif": [12, 14, 18], "world": [12, 13], "fraction": 12, "cropland": 12, "shrub": 12, "_lcf_100m": 12, "10m": 12, "elev": [12, 13, 14, 18], "_avg_dtm_100m": 12, "geopanda": [12, 22], "_tcf_100m": 12, "pop_elderli": [12, 22], "sum": [12, 22], "year": 12, "old": 12, "count_tre": 12, "count": [12, 13], "scenario": 12, "simul": 12, "zero": 12, "100x100": 12, "With": 12, "cell": [12, 22], "form": 12, "fraction_tree_canopi": 12, "fraction_built_up": 12, "fraction_grass_shrub": 12, "fraction_wat": 12, "fraction_cropland": 12, "outcom": 12, "fractiontreecanopi": 12, "product": [12, 13], "what": 12, "treatment": [], "plant": [], "without": [12, 13], "independ": [], "live": 12, "counterfactul": 12, "gpd": [12, 22], "area_lst30_norm": 12, "area_lst30_counterfac": 12, "fraction_lst30_norm": 12, "fraction_lst30_counterfac": 12, "hr_person": 12, "hr_person_counterfac": 12, "additional_hr_person": 12, "additional_hr_persons_per_tree_remov": 12, "some": 12, "neihgbourhood": 12, "null": [12, 22], "either": 12, "elderli": 12, "below": 12, "exclud": [12, 13], "infrastructur": 12, "human": 12, "health": [12, 13], "mitig": 12, "scienc": 12, "709": 12, "136193": 12, "scitotenv": 12, "l": 12, "soar": 12, "manta": 12, "g\u00f6ttsche": 12, "trigo": 12, "seri": 12, "1471": 12, "3390": 12, "rs12091471": 12, "zander": 12, "notebox": [], "appendix": 11, "propos": 13, "cecil": [], "sustain": 13, "through": 13, "strateg": 13, "outli": 13, "kei": [13, 22], "resid": [13, 23], "should": [13, 23], "abl": [13, 23], "were": [13, 18], "scription": [], "fkb": 13, "layer": [13, 22, 23], "fkb_bygning_omrad": 13, "identi": [], "bygningstyp": 13, "resourc": [13, 18], "ar5": 13, "nibio": 13, "categori": [13, 22, 23], "freshwat": 13, "sea": 13, "digit": [13, 14], "dsm": [13, 14, 18], "while": 13, "bare": 13, "subtract": 13, "abov": [13, 23], "ground": 13, "down": 13, "sampl": [13, 14, 22], "improv": 13, "speed": 13, "binari": [13, 14, 18], "1x1": [], "repr": [], "sent": [], "na": [13, 14], "repres": 13, "im": [], "pact": [], "smaller": 13, "m\u00b2": 13, "transport": 13, "wetland": [13, 23], "unclassifi": 13, "sentralbyr\u00e5": 13, "ssb": 13, "natur": 13, "n\u00e6rturterreng": 13, "larger": 13, "000": 13, "recreat": 13, "leke": 13, "rekreasjon": 13, "sareal": 13, "who": 13, "fine": [], "definit": 13, "rock": 13, "gravel": 13, "stone": 13, "park": 13, "sport": 13, "togeth": 13, "lake": 13, "pond": 13, "ap": [], "pendix": [], "determin": 13, "treecrown": [13, 14, 18], "serv": 13, "good": 13, "balanc": 13, "accuraci": 13, "parametris": [13, 14], "decai": [13, 14], "weight": [13, 18, 23], "awai": 13, "high": 13, "expo": [], "sure": [], "cimburovam": [], "two": 13, "second": 13, "lai": [], "radiu": [13, 14], "ulven": [], "WITH": [], "buffer": 13, "amount": [14, 18], "given": [], "address": 13, "nieuwenhuijsen": 13, "intersect": [13, 22], "me": [], "ter": [], "count_crown_buff": [], "ad": [], "green_area_proxim": [], "Then": 13, "hous": 13, "300m": 22, "n_green_space_build": [], "proc_green_space_build": [], "accessibiltii": 16, "wkb": 22, "pyarrow": 22, "leafmap": [22, 23], "raw_dir": 22, "workspac": [18, 22, 23], "01_raw": 22, "interim_dir": 22, "02_intermedi": 22, "reporting_dir": [22, 23], "08_report": [22, 23], "db_path": 22, "db": 22, "file_nam": 22, "_study_area": 22, "_district": 22, "_bldg": 22, "_res_bldg": 22, "_green_spac": 22, "_open_spac": 22, "_public_open_spac": 22, "_private_open_spac": 22, "_tree_crown": 22, "table_nam": 22, "study_area": [22, 23], "bldg": 22, "res_bldg": 22, "green_spac": 22, "open_spac": 22, "public_open_spac": 22, "private_open_spac": 22, "tree_crown": 22, "parquet_dict": 22, "parquet": [22, 23], "continu": 22, "gdf_dict": 22, "read_fil": 22, "gdf": [22, 23], "item": 22, "to_parquet": 22, "none": [14, 22], "compress": 22, "snappi": 22, "con": 22, "read_onli": 22, "install_extens": 22, "load_extens": 22, "execut": 22, "st_geomfromwkb": 22, "parquet_scan": 22, "fetch": 22, "information_schema": 22, "table_schema": 22, "fetchal": 22, "center": [22, 23], "table_exist": 22, "dtype": 22, "st_x": 22, "st_centroid": 22, "st_y": 22, "xy_crown": 22, "y": [22, 23], "points_from_xi": 22, "cr": 22, "tree_crowns_xi": 22, "st_point": 22, "gdf_study_area": 22, "read_parquet": [22, 23], "return_typ": [22, 23], "src_cr": [22, 23], "dst_cr": [22, 23], "4326": [22, 23], "wgs84": 22, "xy_crowns_sampl": 22, "frac": 22, "trees_xi": 22, "to_cr": 22, "points_geojson": 22, "__geo_interface__": 22, "unary_union": [22, 23], "centroid": [22, 23], "init": [18, 22], "set_cent": [22, 23], "zoom": [22, 23], "basemap": 22, "add_basemap": [22, 23], "cartodb": [22, 23], "positron": [22, 23], "add_gdf": 22, "layer_nam": [22, 23], "get_fill_color": 22, "255": 22, "128": [22, 23], "color": [22, 23], "pragma": 22, "table_info": 22, "fylkesnumm": 22, "fylkesnavn": 22, "kommunenumm": 22, "kommunenavn": [22, 23], "delomradenumm": 22, "delomradenavn": 22, "grunnkretsnumm": [22, 23], "grunnkretsnavn": [22, 23], "kilde_admin": 22, "kilde_befolkn": 22, "id_befolkn": 22, "year_pop_stat": 22, "pop_tot": 22, "a_district": 22, "a_unit": 22, "a_clip": 22, "shape_length": 22, "shape_area": 22, "split_open_spac": 22, "boundari": 22, "st_intersect": 22, "geom": 22, "split_private_spac": 22, "split_public_spac": 22, "split_build": 22, "split_bldg": 22, "split_res_bldg": 22, "catalogexcept": 22, "traceback": [22, 23], "recent": [22, 23], "call": [22, 23], "line": [18, 22], "gt": [22, 23], "alreadi": [18, 22], "split_tree_crown": 22, "queri": 22, "sqlite_mast": 22, "first_row": 22, "limit": 22, "fetchon": 22, "alia": 22, "n_tree": [22, 23], "int": 22, "n_bldg": [22, 23], "bygning": [13, 22], "n_res_bldg": [22, 23], "bolig": [15, 22], "n_res_bldg_near_g": [22, 23], "n\u00e6r": 22, "gr\u00f8ntomr\u00e5d": [15, 22], "n_bldg_near_tre": 22, "n_viewsh": 22, "piksler": 22, "edg": 22, "alter": 22, "integ": 22, "n_green_spac": 22, "perc_near_g": [22, 23], "n_near_tre": 22, "perc_near_tre": 22, "lt": [18, 22], "duckdbpyconnect": 22, "0x7f55e03490b0": 22, "ON": 22, "st_within": 22, "BY": 22, "AND": 22, "st_dwithin": 22, "15m": 22, "THEN": 22, "end": 22, "n_res_bldg_near_tre": 22, "42040904": [22, 23], "42040807": [22, 23], "42040702": [22, 23], "223": 22, "42040908": [22, 23], "42040910": [22, 23], "42040907": [22, 23], "42040701": [22, 23], "42040803": [22, 23], "42040804": [22, 23], "42041104": [22, 23], "42040918": [22, 23], "42040705": [22, 23], "42040704": [22, 23], "42040902": [22, 23], "42040903": [22, 23], "42040806": [22, 23], "42040919": [22, 23], "42040909": [22, 23], "42040911": [22, 23], "121": [15, 22], "42040905": [22, 23], "42040802": [22, 23], "42041103": [22, 23], "42040915": [22, 23], "42041101": [22, 23], "42040912": [22, 23], "42040913": [22, 23], "42040901": [22, 23], "42040801": [22, 23], "coalesc": 22, "normal": 22, "grunnkretsar": 22, "float": 22, "a_open_spac": [22, 23], "\u00e5pent": 22, "a_private_spac": [22, 23], "a_public_spac": [22, 23], "offentlig": 22, "a_crown": [22, 23], "perc_crown": [22, 23], "trekronedekningsgrad": 22, "a_green_spac": 22, "a_crown_publ": 22, "a_crown_priv": 22, "calucl": 22, "st_area": 22, "read_sql": 22, "hex": 22, "gdf_sort": 22, "round": 22, "label": [22, 23], "intervalindex": [22, 23], "from_tupl": [22, 23], "dict": [22, 23], "Near": 22, "bldg_bin": 22, "cut": [22, 23], "astyp": [22, 23], "str": [22, 23], "labels_near_rbldg": [22, 23], "gs_bin": 22, "labels_near_g": [22, 23], "crown_bin": 22, "labels_perc_crown": [22, 23], "col": 22, "grunnkrestnumm": 22, "gdf_map": [22, 23], "grim": [22, 23], "dueknipen": [22, 23], "104499": [22, 23], "32663": [22, 23], "71273": [22, 23], "24228": [22, 23], "grimsmyra": [22, 23], "632": [22, 23], "609": [22, 23], "310": [22, 23], "286": [22, 23], "161599": [22, 23], "83491": [22, 23], "75987": [22, 23], "39153": [22, 23], "m\u00f8llevannet": [22, 23], "klappan": [22, 23], "154": [22, 23], "47883": [22, 23], "16124": [22, 23], "31553": [22, 23], "9176": [22, 23], "enrum": [22, 23], "paradi": [22, 23], "433": [22, 23], "190": [22, 23], "58644": [22, 23], "27538": [22, 23], "30578": [22, 23], "35490": [22, 23], "kvadraturen": [22, 23], "s\u00f8rvest": [22, 23], "440": [22, 23], "307": [22, 23], "205287": [22, 23], "52343": [22, 23], "153860": [22, 23], "25854": [22, 23], "nordvest": [22, 23], "416": [22, 23], "194937": [22, 23], "47966": [22, 23], "147339": [22, 23], "31861": [22, 23], "s\u00f8r\u00f8st": [22, 23], "432": [22, 23], "375": [22, 23], "170": [22, 23], "190027": [22, 23], "57009": [22, 23], "132599": [22, 23], "26190": [22, 23], "nord\u00f8st": [22, 23], "216": [22, 23], "382": [22, 23], "145466": [22, 23], "60967": [22, 23], "84394": [22, 23], "9775": [22, 23], "eg": [22, 23], "366": [22, 23], "59291": [22, 23], "16598": [22, 23], "42233": [22, 23], "23503": [22, 23], "sykehuset": [22, 23], "1291": [22, 23], "257912": [22, 23], "159733": [22, 23], "97249": [22, 23], "96850": [22, 23], "galgeberg": [22, 23], "333": [22, 23], "285": [22, 23], "129": [22, 23], "118018": [22, 23], "45730": [22, 23], "71898": [22, 23], "15768": [22, 23], "hamreheia": [22, 23], "481": [22, 23], "248": [22, 23], "173022": [22, 23], "90216": [22, 23], "81218": [22, 23], "23997": [22, 23], "kuholmen": [22, 23], "332": [22, 23], "395": [22, 23], "188112": [22, 23], "64551": [22, 23], "122261": [22, 23], "16465": [22, 23], "valhalla": [22, 23], "s\u00f8r": [22, 23], "62455": [22, 23], "34136": [22, 23], "27904": [22, 23], "4095": [22, 23], "midt": [22, 23], "276": [22, 23], "499": [22, 23], "261": [22, 23], "124027": [22, 23], "64567": [22, 23], "58371": [22, 23], "12991": [22, 23], "nord": [22, 23], "kongsg\u00e5rd": [22, 23], "303": [22, 23], "155": [22, 23], "148043": [22, 23], "68896": [22, 23], "77977": [22, 23], "25669": [22, 23], "solbygg": [22, 23], "73094": [22, 23], "29007": [22, 23], "43483": [22, 23], "6955": [22, 23], "kjempegravan": [22, 23], "132": [22, 23], "34834": [22, 23], "18410": [22, 23], "15887": [22, 23], "2604": [22, 23], "tobienborg": [22, 23], "381": [22, 23], "302": [22, 23], "131510": [22, 23], "50772": [22, 23], "79382": [22, 23], "23394": [22, 23], "nedr": [22, 23], "lund": [22, 23], "402": [22, 23], "526": [22, 23], "187": [22, 23], "205347": [22, 23], "89383": [22, 23], "114498": [22, 23], "21780": [22, 23], "oddemarka": [22, 23], "54084": [22, 23], "21627": [22, 23], "32029": [22, 23], "7577": [22, 23], "flaten": [22, 23], "162": [22, 23], "45788": [22, 23], "23253": [22, 23], "22286": [22, 23], "5368": [22, 23], "gimlemoen": [22, 23], "jegersberg": [22, 23], "580": [22, 23], "145747": [22, 23], "31836": [22, 23], "113747": [22, 23], "45532": [22, 23], "gimlevang": [22, 23], "28194": [22, 23], "10814": [22, 23], "17202": [22, 23], "1886": [22, 23], "giml": [22, 23], "1175": [22, 23], "87002": [22, 23], "15415": [22, 23], "71380": [22, 23], "89392": [22, 23], "42040920": [22, 23], "marviksletta": [22, 23], "12271": [22, 23], "6491": [22, 23], "5721": [22, 23], "3426": [22, 23], "42040921": [22, 23], "industriomr\u00e5d": [22, 23], "16471": [22, 23], "11996": [22, 23], "4519": [22, 23], "2207": [22, 23], "1008": [22, 23], "390": [22, 23], "218743": [22, 23], "87159": [22, 23], "130853": [22, 23], "57912": [22, 23], "42041102": [22, 23], "kongsgard": [22, 23], "vige": [22, 23], "166": [22, 23], "9656": [22, 23], "4293": [22, 23], "5215": [22, 23], "11158": [22, 23], "bj\u00f8rndalsheia": [22, 23], "40086": [22, 23], "5665": [22, 23], "34368": [22, 23], "8886": [22, 23], "vestr": [22, 23], "bj\u00f8rndalen": [22, 23], "45113": [22, 23], "11336": [22, 23], "33673": [22, 23], "1164": [22, 23], "new_ord": 22, "reorder": 22, "filepath": 22, "_district_treevis_stat": [22, 23], "to_fil": 22, "driver": 22, "to_csv": 22, "input_fil": 23, "n_trees_near_rbldg": 23, "perc_near_rbldg": 23, "509": 23, "165": 23, "173": 23, "415": 23, "228": 23, "328": 23, "164": 23, "add_data": 23, "scheme": 23, "quantil": 23, "cmap": 23, "legend_titl": 23, "modulenotfounderror": 23, "usr": 23, "lib": 23, "dist": 23, "common": 23, "k": [13, 23], "legend_kwd": 23, "classification_kwd": 23, "4949": 23, "mapclassifi": 23, "4950": 23, "except": 23, "importerror": 23, "4951": 23, "rais": 23, "4952": 23, "No": 23, "handl": [13, 23], "anoth": 23, "occur": 23, "tmp": 23, "ipykernel_591": 23, "161069249": 23, "self": 23, "add_legend": 23, "legend_posit": 23, "style": 23, "hover_styl": 23, "style_callback": 23, "info_mod": 23, "kwarg": 23, "3839": 23, "keyword": 23, "argument": 23, "pass": 23, "geojson": 23, "popup": 23, "3840": 23, "3841": 23, "3842": 23, "3843": 23, "legend_dict": 23, "3844": 23, "3845": 23, "3846": 23, "4947": 23, "4948": 23, "try": 23, "4953": 23, "4954": 23, "gdf_mapping_g": 23, "dropna": 23, "n_res_bldg_near_gs_norm": 23, "OF": 23, "custom": 23, "color_dict": 23, "169200": 23, "ffffff": 23, "ffaa00": 23, "ff5500": 23, "bottomright": 23, "style_kwd": 23, "grai": 23, "linewidth": 23, "stroke": 23, "opac": 23, "fillopac": 23, "color_map": 23, "195": 23, "view_vector": 23, "color_column": 23, "legend": 23, "titl": 23, "caclul": [], "trekronesynlighet": 13, "atlas": 13, "deliv": 13, "along": 13, "its": 13, "taken": 13, "illustr": 13, "proxim": 13, "euclidean": 13, "bygg": [], "arealbruk": 13, "server": 18, "hpe": 18, "proliant": 18, "dl360": 18, "gen": 18, "processor": 18, "intel": 18, "xeon": 18, "gold": 18, "6134": 18, "cpu": 18, "ghz": 18, "central": 18, "core": [14, 18], "memori": [13, 14, 18], "370": 18, "gb": 18, "ssd": 18, "960": 18, "fie": 18, "system": 18, "ubuntu": 18, "pull": 18, "offici": 18, "releasebranch_8_3": 18, "ubuntu_wxgui": 18, "ctrl": 18, "alt": 18, "devcontain": 18, "start": 18, "wxpython": 18, "unabl": [], "stop": [], "whom": [], "xhost": [], "prune": [], "extens": 18, "destin": [], "grassdata": 18, "utmxx": 18, "wgsxx": 18, "utm32": 18, "utm33": 18, "finish": 18, "dsm_dtm": 18, "trecrown": [], "region": [13, 18], "run_command": [], "_dsmdtm_1m_utm32_flt": [], "_dsmdtm_1m_utmxx_flt": [], "put": [], "_visual_exposure_1m_utmxx": [], "_treecrown_1m_utmxx_int": [], "func": [], "tion": [], "distance_decai": [13, 14, 18], "sample_dens": [13, 14, 18], "seed": [13, 14, 18], "200000": [13, 14, 18], "nproc": [13, 14, 18], "visualis": [], "usda": 11, "freeli": 11, "navn": 15, "kodeverdi": 15, "boligtyp": 15, "enebolig": 15, "boligbebyggels": [], "hybel": 15, "sokkelleil": 15, "112": 15, "v\u00e5ningshu": 15, "tomannsbolig": 15, "vertik": 15, "horisontaldelt": 15, "v\u00e5ninghu": 15, "vertikaldelt": 15, "rekkehu": 15, "kjede": 15, "atriumhu": 15, "terrassehu": 15, "135": 15, "sm\u00e5hu": 15, "flere": 15, "stort": 15, "frittliggend": 15, "boligbygg": 15, "etg": 15, "el": 15, "mer": 15, "143": 15, "sammenbygd": 15, "144": 15, "145": 15, "146": 15, "bo": 15, "servicesent": 15, "151": 15, "studenthjem": 15, "studentbolig": 15, "152": 15, "annen": 15, "bygn": 13, "bofellesskap": 15, "159": 15, "arealtyp": 15, "forklar": 15, "eiendom": 15, "merknad": 15, "fulldyrka": 15, "jord": 15, "nei": [], "overflatedyrka": 15, "innmarksbeit": 15, "skog": 15, "\u00e5pen": 15, "fastmark": 15, "myr": 15, "ferskvann": 15, "hvi": 15, "hav": 15, "bre": 15, "bebygd": 15, "samferdsel": 15, "kartlagt": 15, "hovedklass": 15, "underklass": 15, "hoved_underklass": 15, "gr\u00f8ntomr\u00e5der": 15, "beredskap": 15, "beredskap_beredskap": 15, "annenbolig": 15, "boligbebyggelse_annenbolig": 15, "boligna": 15, "boligbebyggelse_boligna": 15, "frittliggsmaahu": 15, "boligbebyggelse_frittliggsmaahu": 15, "konssmaahu": 15, "boligbebyggelse_konssmaahu": 15, "storeboligbygg": 15, "boligbebyggelse_storeboligbygg": 15, "fritidsbebyggels": 15, "fritidsbeb": 15, "fritidsbebyggelse_fritidsbeb": 15, "groenneomr": 15, "groenneomr_groenneomr": 15, "helsesosi": 15, "legehels": 15, "helsesosial_legehels": 15, "sykehjemmm": 15, "helsesosial_sykehjemmm": 15, "sykehu": 15, "helsesosial_sykehu": 15, "idrettsomr": 15, "idrettsomr_idrettsomr": 15, "kulturreligion": 15, "kinoteat": 15, "kulturreligion_kinoteat": 15, "museerbibliotek": 15, "kulturreligion_museerbibliotek": 15, "religion": 15, "kulturreligion_religion": 15, "landbrukfisk": 15, "fiskebeb": 15, "landbrukfiske_fiskebeb": 15, "tunomr": 15, "landbrukfiske_tunomr": 15, "utmarksbeb": 15, "landbrukfiske_utmarksbeb": 15, "naeringtjenest": 15, "industri": 15, "naeringtjeneste_industri": 15, "kontorforretn": 15, "naeringtjeneste_kontorforretn": 15, "overnattingmm": 15, "naeringtjeneste_overnattingmm": 15, "energiforsyn": 15, "naeringtjeneste_energiforsyn": 15, "vannavlrenov": 15, "naeringtjeneste_vannavlrenov": 15, "transporttelek": 15, "annenbilveg": 15, "transporttelek_annenbilveg": 15, "annenveg": 15, "transporttelek_annenveg": 15, "bane": 15, "transporttelek_ban": 15, "gangsykkelveg": 15, "transporttelek_gangsykkelveg": 15, "hovedveg": 15, "transporttelek_hovedveg": 15, "kaihavnomr": 15, "transporttelek_kaihavnomr": 15, "lufthavnomr": 15, "transporttelek_lufthavnomr": 15, "motortrafikkveg": 15, "transporttelek_motortrafikkveg": 15, "motorveg": 15, "transporttelek_motorveg": 15, "parker": 15, "transporttelek_park": 15, "terminaleksp": 15, "transporttelek_terminaleksp": 15, "vegtrafikktilsyn": 15, "transporttelek_vegtrafikktilsyn": 15, "uklassifisertbeb": 15, "uklassifisertbeb_uklassifisertbeb": 15, "undervisnbhag": 15, "annetundervisn": 15, "undervisnbhage_annetundervisn": 15, "barneungdskol": 15, "undervisnbhage_barneungdskol": 15, "barnehag": 15, "undervisnbhage_barnehag": 15, "universitetmm": 15, "undervisnbhage_universitetmm": 15, "videregskol": 15, "undervisnbhage_videregskol": 15, "_dsm_dtm_1m_utm32": [], "_viewshed_exposure_1m_utm32": [], "_tree_crown_mask_1m_utm32": [], "curvatur": [], "current": 13, "ellipsoid": [], "ye": [], "observer_elev": [], "5m": [], "magnitud": 14, "solid": 14, "angl": 14, "atmospher": [], "refract": [], "refraction_coeff": [], "coeffici": [], "14286": [], "mb": 14, "1mb": 14, "parallelis": 14, "ahlstr\u00f8m": 13, "bj\u00f8rkelo": 13, "fadn": 13, "klassifikasjonssystem": 13, "klassifis": 13, "arealressurs": 13, "bok": 13, "hdl": 13, "net": 13, "11250": 13, "2596511": 13, "geografisk": 13, "vektordatasett": 13, "kartkatalog": 13, "8b4304ea": 13, "4fb0": 13, "479c": 13, "a24d": 13, "fa225e2c6e97": 13, "a965a979": 13, "c12a": 13, "4b26": 13, "90a0": 13, "f09de47dbecd": 13, "2023a": 13, "2023b": 13, "166382b4": 13, "82d6": 13, "4ea9": 13, "a68": 13, "6fd0c87bf788": 13, "_dsmdtm_1m_utmxx": 14, "_viewshed_exposure_1m_utmxx": 14, "_tree_crown_mask_1m_utmxx": 14, "dsmdtm_1m_utm32_flt": [13, 14, 18], "visual_exposure_1m_utm32": [13, 14, 18], "treecrown_1m_utm32_int": [13, 14, 18], "_treecrowns_utmxx": 14, "shp": [14, 18], "v_open": 14, "v_public": [13, 14, 18], "v_privat": 14, "_open_space_1m_utmxx": 14, "_public_space_1m_utmxx": 14, "_private_space_1m_utmxx": 14, "cores_": [13, 14, 18], "cores_i": [13, 14, 18], "public_space_1m_utm32_int": [13, 14, 18], "oslo_impact": [13, 14, 18], "mapset": [13, 18], "offic": 13, "grep": 18, "viewhs": 18, "url": 18, "unreleas": 18, "modifi": 18, "go": 18, "click": 18, "param": 18, "mkdir": 18, "dir": 18, "session": 18, "xxxxx": 18, "new_loc": 18, "gtiff": 18, "float32": 18, "nodata": 18, "9999": 18, "ogr": 18, "treecrowns_public_priv": 18, "esri_shapefil": 18, "auto": 18, "interfac": 18, "211": 18, "min": 18, "692": 18, "2078": 18, "hour": 18, "computation": 18, "demand": 18, "due": 18, "restrict": 18, "sole": 18, "cost": 18, "schedul": 18, "disucss": 18, "alloc": 18, "IT": 18, "depart": 18}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"welcom": [], "trekron": 3, "document": [], "": [], "indic": 23, "tabl": [14, 15, 16, 25], "content": 16, "summari": 16, "page": [], "1": [0, 4, 5, 14, 15, 16], "sphinx": 20, "develop": 20, "inform": 20, "project": [7, 9, 10, 15, 18, 20], "structur": [7, 10, 20], "main": [], "r": [14, 18, 20], "markdown": 20, "html": 20, "file": 20, "registrert": [26, 27, 29, 30], "tr\u00e6r": [26, 27, 29, 30], "i": [8, 9, 11, 14, 26, 27, 29, 30], "bod\u00f8": [21, 27], "byggesonen": [], "treslagsfordel": [26, 27, 29, 30], "tre": [26, 27, 29, 30], "egenskap": [26, 27, 29, 30], "regulerend": [0, 27, 29, 30], "\u00f8kosystemtjenest": [0, 27, 29, 30], "sammendragsstatistikk": [26, 27, 28, 29, 30], "dokumentasjon": 3, "metod": 16, "engelsk": [], "eksempel": [], "side": [], "sammendrag": [], "en": 16, "informasjon": [], "github": 16, "repositori": 16, "bytreatla": [], "instruk": [1, 2], "frost": [], "api": [], "extract": 21, "histor": 21, "climat": [12, 21], "data": [5, 7, 9, 12, 13, 16, 21, 22], "from": 21, "norwegian": 21, "meteorolog": 21, "institut": 21, "station": 21, "request": 21, "observ": 21, "oslo": [21, 30], "b\u00e6rum": [21, 26], "hottest": 21, "summer": 21, "record": 21, "2018": [], "kristiansand": [21, 29], "met": 21, "local": [12, 18], "regul": 12, "ikon": 0, "urban": [0, 4, 5, 17], "tjenest": 0, "pollin": 0, "og": 0, "fr\u00f8spredn": 0, "vannh\u00e5ndter": 0, "motvirk": 0, "erosjon": 0, "lokal": 0, "klimaregul": 0, "rens": 0, "av": 0, "vann": 0, "jord": 0, "luft": 0, "co2": 0, "opptak": 0, "lagr": 0, "st\u00f8yreduksjon": 0, "2": [0, 9, 14, 15], "forsynend": 0, "matproduksjon": 0, "kunst": 0, "leket\u00f8i": 0, "friskt": 0, "3": [0, 11, 13, 14, 15, 23], "kunnskap": 0, "opplevelsestjenest": 0, "rekreasjon": 0, "mental": 0, "fysisk": 0, "hels": 0, "estetikk": 0, "turism": 0, "utdan": 0, "kognitiv": 0, "utvikl": 0, "stedsidentitet": 0, "kulturarv": 0, "4": [0, 8], "st\u00f8ttend": 0, "habitat": 0, "trued": 0, "arter": 0, "biologisk": 0, "mangfold": 0, "bytr": 1, "atla": 1, "qfield": 2, "treregistreingsapp": [], "treregisteringsapp": 2, "treedetect": [], "instal": [4, 5, 9, 13, 17, 18, 19], "configur": [9, 17], "env": 17, "workflow": [4, 5, 9, 16], "refer": [4, 8, 9, 12, 13], "acknowledg": [4, 9], "todo": [], "variabl": [], "name": [], "template_cookiecutt": [], "organ": [], "itre": [], "support": [], "tool": [], "tree": [4, 5, 8, 9, 11, 13, 17, 22, 23], "eco": [8, 9, 11], "prepar": [9, 12], "extrapol": [8, 9], "regress": [], "model": [11, 13], "predict": [], "valu": [8, 14], "detect": [4, 5, 17], "visibl": [13, 22, 23], "environ": 17, "setup": 17, "folder": 7, "raw": 7, "materi": [], "method": [12, 13], "short": [], "descript": [], "here": [], "NO": [0, 1, 2, 28], "app": [], "A": 16, "semi": 16, "automat": 16, "process": 16, "titl": [], "task": [4, 5, 8, 9, 11, 12, 13, 16, 18], "innhold": 3, "readm": [], "impact": [13, 14, 18], "30": [13, 23], "300": [13, 23], "rule": [13, 23], "get": 12, "start": 12, "input": 12, "analysi": 12, "notebox": [], "us": [14, 15, 18], "note": [12, 14], "contributor": [12, 13], "map": [13, 23], "accessibiltii": 13, "viewsh": [13, 14, 18], "exposur": [13, 14, 18], "visual": 13, "calcul": 13, "measur": 13, "count": 22, "residenti": 15, "build": 15, "per": [22, 23], "district": [22, 23], "crown": [], "area": 22, "percentag": [], "green": 15, "proxim": [], "caclul": 22, "statist": [22, 23], "convers": 22, "geojson": 22, "geoparquet": 22, "databas": 22, "connect": 22, "duckdb": 22, "gener": 22, "column": 22, "grass": 18, "gi": 18, "addonn": [], "comput": 18, "specif": 18, "docker": 18, "open": [14, 15], "command": [], "line": [], "interfac": [], "cli": 18, "graphic": [], "user": [], "gui": 18, "addon": 18, "creat": [], "new": [], "import": [], "your": [], "mapset": [], "set": 14, "extent": [], "run": [], "export": [], "raster": [], "geotiff": [], "manual": [17, 18, 19], "6": 13, "integr": 9, "municip": 9, "al": 9, "5": 12, "notebook": 24, "caption": [], "fkb": 15, "bygn": 15, "object": [], "ar": [14, 15], "classifi": 15, "boligbebyggels": 15, "ar5": 15, "land": 15, "class": 15, "space": [14, 15], "ja": 15, "In": 15, "addit": 15, "privat": [14, 15], "public": [14, 15], "offentlig": 15, "ssb": 15, "nei": 15, "classi": [], "fi": [], "look": 15, "up": 15, "list": 15, "buildingtyp": [], "within": 15, "thi": [15, 18], "see": 15, "sosi": 15, "codelist": 15, "http": [], "regist": [], "geonorg": [], "kodelist": [], "0": [], "bygningstyp": [], "full": [], "_": [], "complet": 15, "dataset": 15, "type": 15, "classif": 15, "arealbruk": 15, "2022": 15, "paramet": 14, "overview": [], "cimburova": [], "blumentrath": [], "viewhs": [], "et": [], "2023": [], "default": 14, "other": 14, "ran": 14, "time": 14, "round": 14, "weight": 14, "layer": 14, "modul": 18}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx.ext.viewcode": 1, "nbsphinx": 4, "sphinx": 60}, "alltitles": {"Ikoner for urbane \u00f8kosystemtjenester (NO)": [[0, "ikoner-for-urbane-okosystemtjenester-no"]], "1. Regulerende tjenester": [[0, "regulerende-tjenester"]], "Pollinering og fr\u00f8spredning": [[0, "pollinering-og-frospredning"]], "Vannh\u00e5ndtering": [[0, "vannhandtering"]], "Motvirke erosjon": [[0, "motvirke-erosjon"]], "Lokal klimaregulering": [[0, "lokal-klimaregulering"]], "Rensing av vann": [[0, "rensing-av-vann"]], "Rensing av jord": [[0, "rensing-av-jord"]], "Rensing av luft": [[0, "rensing-av-luft"]], "CO2-opptak og lagring": [[0, "co2-opptak-og-lagring"]], "St\u00f8yreduksjon": [[0, "stoyreduksjon"]], "2. Forsynende tjenester": [[0, "forsynende-tjenester"]], "Matproduksjon": [[0, "matproduksjon"]], "Kunst/leket\u00f8y": [[0, "kunst-leketoy"]], "Friskt vann": [[0, "friskt-vann"]], "3. Kunnskaps- og opplevelsestjenester": [[0, "kunnskaps-og-opplevelsestjenester"]], "Rekreasjon, mental og fysisk helse": [[0, "rekreasjon-mental-og-fysisk-helse"]], "Estetikk": [[0, "estetikk"]], "Turisme": [[0, "turisme"]], "Utdanning og kognitiv utvikling": [[0, "utdanning-og-kognitiv-utvikling"]], "Stedsidentitet og kulturarv": [[0, "stedsidentitet-og-kulturarv"]], "4. St\u00f8ttende tjenester": [[0, "stottende-tjenester"]], "Habitat for truede arter": [[0, "habitat-for-truede-arter"]], "Biologisk mangfold": [[0, "biologisk-mangfold"]], "Instruks | Bytre-atlas (NO)": [[1, "instruks-bytre-atlas-no"]], "Instruks | QField Treregisteringsapp (NO)": [[2, "instruks-qfield-treregisteringsapp-no"]], "Trekroner Dokumentasjon": [[3, "trekroner-dokumentasjon"]], "Innhold": [[3, "innhold"]], "Task 1 | Urban Tree Detection": [[4, "task-1-urban-tree-detection"], [5, "task-1-urban-tree-detection"]], "Installation": [[4, "installation"], [17, "installation"], [13, "installation"], [5, "installation"]], "Workflow": [[4, "workflow"], [5, "workflow"]], "References": [[4, "references"], [8, "references"], [9, "references"], [12, "references"], [13, "references"]], "Acknowledgments": [[4, "acknowledgments"], [9, "acknowledgments"]], "Project Structure": [[7, "project-structure"], [10, "project-structure"], [20, "project-structure"]], "Project folder structure": [[7, "project-folder-structure"]], "Data folder structure": [[7, "data-folder-structure"]], "Raw data folder structure": [[7, "raw-data-folder-structure"]], "Task 4 | Extrapolation of i-Tree Eco values": [[8, "task-4-extrapolation-of-i-tree-eco-values"]], "Task 2 | Integration of Municipal Tree Data and ALS Data": [[9, "task-2-integration-of-municipal-tree-data-and-als-data"]], "Project Installation and Configuration": [[9, "project-installation-and-configuration"]], "Workflow | i-Tree Eco Data Preparation": [[9, "workflow-i-tree-eco-data-preparation"]], "Workflow | i-Tree Eco Extrapolation": [[9, "workflow-i-tree-eco-extrapolation"]], "Task 3 | i-Tree Eco Modelling": [[11, "task-3-i-tree-eco-modelling"]], "Task 5 | Local Climate Regulation": [[12, "task-5-local-climate-regulation"]], "Getting Started": [[12, "getting-started"]], "Input Data": [[12, "input-data"]], "Methods": [[12, "methods"], [13, "methods"]], "Data Preparation": [[12, "data-preparation"]], "Data Analysis": [[12, "data-analysis"]], "Note": [[12, null]], "Contributors": [[12, "contributors"], [13, "contributors"]], "Urban Tree Detection Installation Manual": [[17, "urban-tree-detection-installation-manual"]], "Environment Setup and Configuration": [[17, "environment-setup-and-configuration"]], "Configuration": [[17, "configuration"]], ".env": [[17, "env"]], "Installation Manuals": [[19, "installation-manuals"]], "Sphinx Developer Information": [[20, "sphinx-developer-information"]], "R Markdown HTML files": [[20, "r-markdown-html-files"]], "Extract historical climate data from the Norwegian Meteorological Institute (MET)": [[21, "Extract-historical-climate-data-from-the-Norwegian-Meteorological-Institute-(MET)"]], "Stations Request": [[21, "Stations-Request"]], "Observations Request": [[21, "Observations-Request"]], "Oslo and B\u00e6rums Hottest Summer on Record": [[21, "Oslo-and-B\u00e6rums-Hottest-Summer-on-Record"]], "Kristiansand Hottest summer on record": [[21, "Kristiansand-Hottest-summer-on-record"]], "Bod\u00f8 Hottest summer on record": [[21, "Bod\u00f8-Hottest-summer-on-record"]], "Caclulate tree visibility statistics per district": [[22, "Caclulate-tree-visibility-statistics-per-district"]], "Data conversion | GeoJSON to GeoParquet": [[22, "Data-conversion-|-GeoJSON-to-GeoParquet"]], "Database Connection | DuckDB": [[22, "Database-Connection-|-DuckDB"]], "Generate Columns with Count Statistics": [[22, "Generate-Columns-with-Count-Statistics"]], "Generate Columns with Area Statistics": [[22, "Generate-Columns-with-Area-Statistics"]], "Map tree visibility statistics per district": [[23, "Map-tree-visibility-statistics-per-district"]], "Map the indicators for the 3-30-300-rule": [[23, "Map-the-indicators-for-the-3-30-300-rule"]], "Notebooks": [[24, "notebooks"]], "Sammendragsstatistikk | Registrerte tr\u00e6r i B\u00e6rum": [[26, "sammendragsstatistikk-registrerte-traer-i-baerum"]], "Treslagsfordeling i B\u00e6rum": [[26, "treslagsfordeling-i-baerum"]], "Tre egenskaper": [[26, "tre-egenskaper"], [27, "tre-egenskaper"], [29, "tre-egenskaper"], [30, "tre-egenskaper"]], "Sammendragsstatistikk | Registrerte tr\u00e6r i Bod\u00f8": [[27, "sammendragsstatistikk-registrerte-traer-i-bodo"]], "Treslagsfordeling i Bod\u00f8": [[27, "treslagsfordeling-i-bodo"]], "Regulerende \u00f8kosystemtjenester": [[27, "regulerende-okosystemtjenester"], [29, "regulerende-okosystemtjenester"], [30, "regulerende-okosystemtjenester"]], "Sammendragsstatistikk (NO)": [[28, "sammendragsstatistikk-no"]], "Sammendragsstatistikk |  Registrerte tr\u00e6r i Kristiansand": [[29, "sammendragsstatistikk-registrerte-traer-i-kristiansand"]], "Treslagsfordeling i Kristiansand": [[29, "treslagsfordeling-i-kristiansand"]], "Sammendragsstatistikk |  Registrerte tr\u00e6r i Oslo": [[30, "sammendragsstatistikk-registrerte-traer-i-oslo"]], "Treslagsfordeling i Oslo": [[30, "treslagsfordeling-i-oslo"]], "Look Up Tables - Green spaces and private and public open spaces": [[15, "look-up-tables-green-spaces-and-private-and-public-open-spaces"]], "Table 1. List of building types that are classified as residential buildings (boligbebyggelse) within this project. See the SOSI codelist for the complete list of building types used in the FKB-Bygning dataset.": [[15, "id2"]], "Table 2. AR5 land use classes classified into green space (ja) or no green space (no).  In addition, land use classes are classified into private (privat) and public (offentlig). See the SOSI codelist for the land use classification of the FKB-AR5 dataset.": [[15, "id3"]], "Table 3. SSB land use classes classified into green space (ja) or no green space (nei).  In addition, land use classes are classified into private (privat) and public (offentlig). See the SSB codelist for the land use classification of the SSB-arealbruk-2022 dataset.": [[15, "id4"]], "Metoder (EN)": [[16, "metoder-en"]], "Contents": [[16, "contents"]], "Summary": [[16, "summary"]], "A Semi-Automatic Workflow for Data Processing": [[16, "a-semi-automatic-workflow-for-data-processing"]], "Table 1. Tasks and GitHub repositories.": [[16, "id3"]], "Tables": [[25, "tables"]], "Parameters - Viewshed exposure and impact": [[14, "parameters-viewshed-exposure-and-impact"]], "Table 1. Settings for r.viewshed.exposure, default values are used for the other parameters.": [[14, "id1"]], "Table 2. Settings for r.viewshed.impact, default values are used for the other parameters. Note that r.viewshed.impact is ran 3 times. Round 1: open space as weight layer, Round 2: open public space as weight layer and, Round 3: open private space as weight layer.": [[14, "id2"]], "Data": [[13, "data"], [5, "data"]], "Task 6 | Mapping of trees visibility and accessibiltiy": [[13, "task-6-mapping-of-trees-visibility-and-accessibiltiy"]], "Viewshed exposure modelling": [[13, "viewshed-exposure-modelling"]], "Visual Impact Modelling": [[13, "visual-impact-modelling"]], "Calculating measures for the 3-30-300 rule": [[13, "calculating-measures-for-the-3-30-300-rule"]], "GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact": [[18, "grass-gis-installation-manual-for-r-viewshed-exposure-and-r-viewshed-impact"]], "Computer specifications": [[18, "computer-specifications"]], "Install GRASS GIS with Docker": [[18, "install-grass-gis-with-docker"]], "Install GRASS GIS Addons": [[18, "install-grass-gis-addons"]], "Using GRASS GUI": [[18, "using-grass-gui"], [18, "id1"]], "Using GRASS CLI": [[18, "using-grass-cli"], [18, "id2"]], "Install GRASS GIS Addons as a local module": [[18, "install-grass-gis-addons-as-a-local-module"]], "GRASS GIS Tasks used in this project": [[18, "grass-gis-tasks-used-in-this-project"]]}, "indexentries": {}})
\ No newline at end of file
diff --git a/docs/source/methods/installation_manuals/04_tree_visibility_installation.md b/docs/source/methods/installation_manuals/04_tree_visibility_installation.md
index d05dcae..48bf099 100644
--- a/docs/source/methods/installation_manuals/04_tree_visibility_installation.md
+++ b/docs/source/methods/installation_manuals/04_tree_visibility_installation.md
@@ -1,4 +1,4 @@
-# GRASS GIS and GRASS Addonns installation
+# GRASS GIS installation manual for r.viewshed.exposure and r.viewshed.impact
 
 ## Computer specifications
 
@@ -14,6 +14,16 @@ The tools *r.viewshed.exposure* and *r.viewshed.impact* were run on a server wit
 |SSD|960 GB|960 GB|
 |Fie System|Ubuntu 18.04.5 LTS|Ubuntu 18.04.5 LTS|
 
+**Table 2.** Time used for r.viewshed.exposure processing.
+|Municipality|Processing time|
+|---|---|
+|Bodø|211 min|
+|Bærum|692 min|
+|Kristiansand|58 min|
+|Oslo|2078 min (34 hours 38 min)|
+
+The *r.viewhsed.impact* tool is more computationally demanding than *r.viewshed.exposure*. Due to resource restrictions, the tool was solely run on a test-site for the municipality of Oslo.
+
 
 ## Install GRASS GIS with Docker
 
@@ -79,6 +89,8 @@ g.extension extension=r.viewshed.impact url=/path/to/local/git-repo/r.viewshed.i
 
 ## GRASS GIS Tasks used in this project
 
+Note that processing costs a large amount of resources and time (Table 1 and 2). Therefore scheduling the tasks and disucssing resource allocation with your IT department is recommended.
+
 ### **Using GRASS GUI**
 1. Create new GRASS database
 GRASS GIS Database - GRASS GIS Manual (osgeo.org)