From 8f1d8692794e54c27b3a9ca9f6f59c8746819fa9 Mon Sep 17 00:00:00 2001
From: Wei Ji <23487320+weiji14@users.noreply.github.com>
Date: Tue, 2 Apr 2024 12:46:05 +1300
Subject: [PATCH] Bump conda-lock from 2.5.1 to 2.5.6 (#183)

:arrow_up: Bump conda-lock from 2.5.1 to 2.5.6

Bumps [conda-lock](https://github.com/conda/conda-lock) from 2.5.1 to 2.5.6.
- [Release notes](https://github.com/conda/conda-lock/releases)
- [Commits](https://github.com/conda/conda-lock/compare/v2.5.1...v2.5.6)
---
 conda-lock.yml       | 2414 +++++++++++++++++++++---------------------
 docs/installation.md |    2 +-
 environment.yml      |    2 +-
 3 files changed, 1235 insertions(+), 1183 deletions(-)

diff --git a/conda-lock.yml b/conda-lock.yml
index 089f5e5e..6abce6b4 100644
--- a/conda-lock.yml
+++ b/conda-lock.yml
@@ -5,7 +5,7 @@
 # available, unless you explicitly update the lock file.
 #
 # Install this environment as "YOURENV" with:
-#     conda-lock install -n YOURENV --file conda-lock.yml
+#     conda-lock install -n YOURENV conda-lock.yml
 # To update a single package to the latest version compatible with the version constraints in the source:
 #     conda-lock lock  --lockfile conda-lock.yml --update PACKAGE
 # To re-solve the entire environment, e.g. after changing a version constraint in the source file:
@@ -13,9 +13,9 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: 8fc83d4907b2548b3f967c1b2873bf53be347060cd4b81c7186eb8a76530dcc0
-    osx-64: 68d756261668644997bd1211b9ac7aed144d0e1752a9a716ed9a3a395508bc61
-    osx-arm64: 8e43b1108d631822204d5f5db41e88add4624d0a67f6337cd0adeb9dd422f4f1
+    linux-64: 1d61a055fc895bac8cf63b9fc4147db10c807823649e4e7e60723d867126c40a
+    osx-64: 43e5a250ca4c19b9819aab656fba8afe7928e495fb19e054ea4a233315f6603f
+    osx-arm64: 0a09870b86ad308a7a7c1dc9366be6d9a99e1bc154f8dc216228f6295f78e743
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -138,10 +138,10 @@ package:
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
     yarl: '>=1.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.3-py311h459d7ec_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.3-py311h459d7ec_1.conda
   hash:
-    md5: 5b22b9390448faccbc41769389b514a9
-    sha256: 7a1eab2665769eac070849f31517af94b047b8b765cd16ce5cdcf7073750c435
+    md5: 7fd17e8947afbddd2855720d643a48f0
+    sha256: f36286e4cfc6e86c6dd296695f066ebd64767a39477d8e951bc2dce7ebdfcde2
   category: main
   optional: false
 - name: aiohttp
@@ -156,10 +156,10 @@ package:
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
     yarl: '>=1.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aiohttp-3.9.3-py311he705e18_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-64/aiohttp-3.9.3-py311he705e18_1.conda
   hash:
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-    sha256: 7f013f12311881c8fb849df233b8402feef76f212d46e8ead9f0622a53d98b9a
+    md5: 09a52057d5221a7a2de2a7729b651aed
+    sha256: 2e3323688afb87c92a5f14387b27bd48bc6017d6f440c5652ca0218cb551b6fa
   category: main
   optional: false
 - name: aiohttp
@@ -174,10 +174,10 @@ package:
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
     yarl: '>=1.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/aiohttp-3.9.3-py311h05b510d_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aiohttp-3.9.3-py311h05b510d_1.conda
   hash:
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-    sha256: 0b46c7b3356b824add95aaced21db009a7d38c5fe23cac9fc77e433c93281f0f
+    md5: cec5e9c7692dddfb0cf9608063f922e7
+    sha256: d9bbaafe8f06afe5bb65cf5a62935e07e02dc6b0b9ff246cd8da95dee1092168
   category: main
   optional: false
 - name: aiosignal
@@ -304,40 +304,40 @@ package:
   category: main
   optional: false
 - name: aom
-  version: 3.8.1
+  version: 3.8.2
   manager: conda
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aom-3.8.1-h59595ed_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aom-3.8.2-h59595ed_0.conda
   hash:
-    md5: 50871627bc8ba3a46ec5650f4a5b9d43
-    sha256: 42fd8fc28735deac6c578c9a07fc4c6b1912ba4300b63631e64fc0a6e0f22370
+    md5: 625e1fed28a5139aed71b3a76117ef84
+    sha256: 49b1352e2b9710b7b5400c0f2a86c0bb805091ecfc6c84d3dbf064effe33bfbf
   category: main
   optional: false
 - name: aom
-  version: 3.8.1
+  version: 3.8.2
   manager: conda
   platform: osx-64
   dependencies:
-    libcxx: '>=15'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aom-3.8.1-h73e2aa4_0.conda
+    libcxx: '>=16'
+  url: https://conda.anaconda.org/conda-forge/osx-64/aom-3.8.2-h73e2aa4_0.conda
   hash:
-    md5: 3194f8209de31e1e09f2ae915c5288d4
-    sha256: ee8677cc9bea352c7fe12d5f42f0d277cee1d7e7f5518ae728dc1befc75fe49a
+    md5: a519a6b9f8f0e2ce1b4ee77cbc6a0a09
+    sha256: 967d05b46e0a8153c57070a94262d38ffc03378803c1faa0bad258e8635d3775
   category: main
   optional: false
 - name: aom
-  version: 3.8.1
+  version: 3.8.2
   manager: conda
   platform: osx-arm64
   dependencies:
-    libcxx: '>=15'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/aom-3.8.1-h078ce10_0.conda
+    libcxx: '>=16'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aom-3.8.2-h078ce10_0.conda
   hash:
-    md5: b84b3ce3dd4f5185dad3c00e03df598d
-    sha256: 8a531d2ea3080b298231ebed2e0251e4bb861c4a7a1e91a2f7a5532335199139
+    md5: 3c5057d1d4494caab891ed6f276c3f63
+    sha256: d3a6cb707373a8d2d219259ad017a35c20fc3618e39c87db0d6200af0f984379
   category: main
   optional: false
 - name: appdirs
@@ -401,39 +401,39 @@ package:
   category: main
   optional: false
 - name: argcomplete
-  version: 3.2.2
+  version: 3.2.3
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.2.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.2.3-pyhd8ed1ab_0.conda
   hash:
-    md5: 4017741f57d9bbf3cf184ca147859f78
-    sha256: 8a1d1f92d40c6686d10ecce290a42560d023ecc02676f54dcfedfc0ede354f52
+    md5: b2389c0acadd4d271bcbf727cbd2d57c
+    sha256: 37e7ad3aa9c0d2337f07b03c1b950fbcc60dc9af8cdcf4fbd77445e17ad84044
   category: main
   optional: false
 - name: argcomplete
-  version: 3.2.2
+  version: 3.2.3
   manager: conda
   platform: osx-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.2.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.2.3-pyhd8ed1ab_0.conda
   hash:
-    md5: 4017741f57d9bbf3cf184ca147859f78
-    sha256: 8a1d1f92d40c6686d10ecce290a42560d023ecc02676f54dcfedfc0ede354f52
+    md5: b2389c0acadd4d271bcbf727cbd2d57c
+    sha256: 37e7ad3aa9c0d2337f07b03c1b950fbcc60dc9af8cdcf4fbd77445e17ad84044
   category: main
   optional: false
 - name: argcomplete
-  version: 3.2.2
+  version: 3.2.3
   manager: conda
   platform: osx-arm64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.2.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.2.3-pyhd8ed1ab_0.conda
   hash:
-    md5: 4017741f57d9bbf3cf184ca147859f78
-    sha256: 8a1d1f92d40c6686d10ecce290a42560d023ecc02676f54dcfedfc0ede354f52
+    md5: b2389c0acadd4d271bcbf727cbd2d57c
+    sha256: 37e7ad3aa9c0d2337f07b03c1b950fbcc60dc9af8cdcf4fbd77445e17ad84044
   category: main
   optional: false
 - name: argon2-cffi
@@ -721,13 +721,13 @@ package:
     aws-c-cal: '>=0.6.10,<0.6.11.0a0'
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
     aws-c-http: '>=0.8.1,<0.8.2.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
     aws-c-sdkutils: '>=0.1.15,<0.1.16.0a0'
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-auth-0.7.16-ha03d3f0_5.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-auth-0.7.16-h79b3bcb_6.conda
   hash:
-    md5: 4fc9bc799a77f11623fc3ff125cf6f3f
-    sha256: 4733d243a9e78dec8e264a50cb77fe624cb2a8752ffcfa15c6db2b82274ee26d
+    md5: dfc34e202187d7859cb82e2795db1573
+    sha256: b349c6d45191016cea97315aeff53550a796594dead8a9b1c0ad19e326c25e16
   category: main
   optional: false
 - name: aws-c-auth
@@ -738,12 +738,12 @@ package:
     aws-c-cal: '>=0.6.10,<0.6.11.0a0'
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
     aws-c-http: '>=0.8.1,<0.8.2.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
     aws-c-sdkutils: '>=0.1.15,<0.1.16.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-auth-0.7.16-h1bf548b_5.conda
+  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-auth-0.7.16-h79cb451_6.conda
   hash:
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-    sha256: 7a90152e7c702483384112e3a0cb61343e5261121eebe6fc4ee01da2a6f4819f
+    md5: 19c13428196fba3d188ac40c862b2f91
+    sha256: 83d7d77a07e8de3c239f43be887cb3366d1c8df2fdbfa56c2c20fea1c8983cdf
   category: main
   optional: false
 - name: aws-c-auth
@@ -754,12 +754,12 @@ package:
     aws-c-cal: '>=0.6.10,<0.6.11.0a0'
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
     aws-c-http: '>=0.8.1,<0.8.2.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
     aws-c-sdkutils: '>=0.1.15,<0.1.16.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-auth-0.7.16-h346604d_5.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-auth-0.7.16-h51b92d1_6.conda
   hash:
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-    sha256: 62881326cecece1368e7fbbcffbbbf299dd7ccff4ce3e04676d416791f43d421
+    md5: 31c872ee19dcbe3ad68a6e8739f6d5a0
+    sha256: 31aef20c1b0aac960929b573f6a89cef73af962e724b3dfd60984f3ef68fba4f
   category: main
   optional: false
 - name: aws-c-cal
@@ -877,14 +877,14 @@ package:
   platform: linux-64
   dependencies:
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
     aws-checksums: '>=0.1.18,<0.1.19.0a0'
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-event-stream-0.4.2-h5e81bdb_3.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-event-stream-0.4.2-hf9b2f7b_4.conda
   hash:
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-    sha256: af0a88d311210db150f80aecc0dd1357feb36d2d5bb8125b8f9ccacc5fa601f3
+    md5: 772e5b7c3c3c9dd07a2648cfa95e1c34
+    sha256: fb07316c574c3214574fa2ce7409ac331a50d711d20b5766376c8b068a5e298b
   category: main
   optional: false
 - name: aws-c-event-stream
@@ -893,13 +893,13 @@ package:
   platform: osx-64
   dependencies:
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
     aws-checksums: '>=0.1.18,<0.1.19.0a0'
     libcxx: '>=16'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-event-stream-0.4.2-h1ac28cb_3.conda
+  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-event-stream-0.4.2-hb970d5a_4.conda
   hash:
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+    md5: 54596996ca749b66c8d3d1144c8381b2
+    sha256: 715724622739c1fef6d797c7c53c069de7cf48c19d4a1f93a0cb1a919ea4e177
   category: main
   optional: false
 - name: aws-c-event-stream
@@ -908,13 +908,13 @@ package:
   platform: osx-arm64
   dependencies:
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
     aws-checksums: '>=0.1.18,<0.1.19.0a0'
     libcxx: '>=16'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-event-stream-0.4.2-hcea7f62_3.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-event-stream-0.4.2-h1b95c93_4.conda
   hash:
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-    sha256: e16b267e1cc8e9bb31f904b2fde28c8beb108980cb81270b5db17997ff212c37
+    md5: a2588fd3506776167fab4e508c3580a9
+    sha256: 78855447767962368b93d8c2b8fc0ee3022802f7d073e532fa89b6841477e74d
   category: main
   optional: false
 - name: aws-c-http
@@ -925,12 +925,12 @@ package:
     aws-c-cal: '>=0.6.10,<0.6.11.0a0'
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
     aws-c-compression: '>=0.2.18,<0.2.19.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-http-0.8.1-h359bc3d_4.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-http-0.8.1-h5d7533a_5.conda
   hash:
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-    sha256: dde21d67da5aa0375c47c1c37d47ac04ecdd6fffa7b24c1af01397ec4a8d4a28
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+    sha256: 8cd74ae03dbbea04cce53a0f01cca8f6c87bbf56df35ec11cfa8dc0e93124d5e
   category: main
   optional: false
 - name: aws-c-http
@@ -941,11 +941,11 @@ package:
     aws-c-cal: '>=0.6.10,<0.6.11.0a0'
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
     aws-c-compression: '>=0.2.18,<0.2.19.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-http-0.8.1-hf88dff2_4.conda
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
+  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-http-0.8.1-h45f72bc_5.conda
   hash:
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+    sha256: 45f6d307621742cfdb066d2a88e99cae7e01e5bf2248f782314380966d4d3eec
   category: main
   optional: false
 - name: aws-c-http
@@ -956,52 +956,52 @@ package:
     aws-c-cal: '>=0.6.10,<0.6.11.0a0'
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
     aws-c-compression: '>=0.2.18,<0.2.19.0a0'
-    aws-c-io: '>=0.14.4,<0.14.5.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-http-0.8.1-h26dec10_4.conda
+    aws-c-io: '>=0.14.5,<0.14.6.0a0'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-http-0.8.1-heb97226_5.conda
   hash:
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-    sha256: 7f527a254669a0ba6677d0e506949ea2a0618198b3c64d7526cb540cce50357e
+    md5: 27cd4e9746fd7e02012750d9c1fece50
+    sha256: 1cd592469265c9e3092824bb41682637cc537ed8da272e4ebe2c90b07e3768a2
   category: main
   optional: false
 - name: aws-c-io
-  version: 0.14.4
+  version: 0.14.5
   manager: conda
   platform: linux-64
   dependencies:
     aws-c-cal: '>=0.6.10,<0.6.11.0a0'
     aws-c-common: '>=0.9.13,<0.9.14.0a0'
     libgcc-ng: '>=12'
-    s2n: '>=1.4.4,<1.4.5.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-io-0.14.4-h90346a2_2.conda
+    s2n: '>=1.4.5,<1.4.6.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-io-0.14.5-h50678d4_1.conda
   hash:
-    md5: 00b20fc41ca8fab0a32e636bbedc3d9b
-    sha256: 389fa23598915395b8a6b153cf1206e5a445b1a18a96e1ce4173bb752f408e8d
+    md5: 3d527c16470bfbf50234c9ce9c3290ee
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     azure-core-cpp: '>=1.10.3,<1.11.0a0'
     azure-storage-blobs-cpp: '>=12.10.0,<13.0a0'
     azure-storage-common-cpp: '>=12.5.0,<13.0a0'
@@ -17575,10 +17629,10 @@ package:
     lz4-c: '>=1.9.3,<1.10.0a0'
     openssl: '>=3.2.1,<4.0a0'
     zstd: '>=1.5.5,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.20.0-h1456d97_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.20.1-h1456d97_1.conda
   hash:
-    md5: b932c89a49def5f983b0654e310d48c8
-    sha256: 2246ad79683fbf33819601c74a054653cdd165375e0d87bb50704e9ee1662373
+    md5: 1be91792584575180e8f0af726300c1a
+    sha256: e3cf678b9b4814c0ad7579aed87255debf96fcc854d23756241faa6fb0fc4f14
   category: main
   optional: false
 - name: tinycss2
@@ -17743,39 +17797,39 @@ package:
   category: main
   optional: false
 - name: tomlkit
-  version: 0.12.3
+  version: 0.12.4
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.3-pyha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.4-pyha770c72_0.conda
   hash:
-    md5: 074d0ce7a6261ab8b497c3518796ef3e
-    sha256: 53cc436ab92d38683df1320e4468a8b978428e800195bf1c8c2460e90b0bc117
+    md5: 37c47ea93ef00dd80d880fc4ba21256a
+    sha256: 8d45c266bf919788abacd9828f4a2101d7216f6d4fc7c8d3417034fe0d795a18
   category: main
   optional: false
 - name: tomlkit
-  version: 0.12.3
+  version: 0.12.4
   manager: conda
   platform: osx-64
   dependencies:
     python: '>=3.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.3-pyha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.4-pyha770c72_0.conda
   hash:
-    md5: 074d0ce7a6261ab8b497c3518796ef3e
-    sha256: 53cc436ab92d38683df1320e4468a8b978428e800195bf1c8c2460e90b0bc117
+    md5: 37c47ea93ef00dd80d880fc4ba21256a
+    sha256: 8d45c266bf919788abacd9828f4a2101d7216f6d4fc7c8d3417034fe0d795a18
   category: main
   optional: false
 - name: tomlkit
-  version: 0.12.3
+  version: 0.12.4
   manager: conda
   platform: osx-arm64
   dependencies:
     python: '>=3.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.3-pyha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.4-pyha770c72_0.conda
   hash:
-    md5: 074d0ce7a6261ab8b497c3518796ef3e
-    sha256: 53cc436ab92d38683df1320e4468a8b978428e800195bf1c8c2460e90b0bc117
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   category: main
   optional: false
 - name: toolz
@@ -17870,54 +17924,54 @@ package:
   category: main
   optional: false
 - name: torchmetrics
-  version: 1.2.1
+  version: 1.3.1
   manager: conda
   platform: linux-64
   dependencies:
     lightning-utilities: '>=0.8.0'
     numpy: '>1.20.0'
     packaging: '>17.1'
-    python: '>=3.7'
-    pytorch: '>=1.8.1'
+    python: '>=3.8'
+    pytorch: '>=1.10.0'
     setuptools: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.2.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.3.1-pyhd8ed1ab_0.conda
   hash:
-    md5: f6468e9ea893241ad7b8eae519f7e3a5
-    sha256: 26abe526d9514f096f196628ede28fb10d8e65cc19350b3be19f7bc465a22cec
+    md5: f7cdd5201c5d6e407dca61d5b746ef81
+    sha256: f708a668212b43d0432d214e177d9757e0f3eeb4f6e0aef30e178c181ae3005c
   category: main
   optional: false
 - name: torchmetrics
-  version: 1.2.1
+  version: 1.3.1
   manager: conda
   platform: osx-64
   dependencies:
     setuptools: ''
-    python: '>=3.7'
-    pytorch: '>=1.8.1'
+    python: '>=3.8'
+    pytorch: '>=1.10.0'
     lightning-utilities: '>=0.8.0'
     numpy: '>1.20.0'
     packaging: '>17.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.2.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.3.1-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 26abe526d9514f096f196628ede28fb10d8e65cc19350b3be19f7bc465a22cec
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+    sha256: f708a668212b43d0432d214e177d9757e0f3eeb4f6e0aef30e178c181ae3005c
   category: main
   optional: false
 - name: torchmetrics
-  version: 1.2.1
+  version: 1.3.1
   manager: conda
   platform: osx-arm64
   dependencies:
     setuptools: ''
-    python: '>=3.7'
-    pytorch: '>=1.8.1'
+    python: '>=3.8'
+    pytorch: '>=1.10.0'
     lightning-utilities: '>=0.8.0'
     numpy: '>1.20.0'
     packaging: '>17.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.2.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.3.1-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 26abe526d9514f096f196628ede28fb10d8e65cc19350b3be19f7bc465a22cec
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+    sha256: f708a668212b43d0432d214e177d9757e0f3eeb4f6e0aef30e178c181ae3005c
   category: main
   optional: false
 - name: torchvision
@@ -18070,39 +18124,39 @@ package:
   category: main
   optional: false
 - name: traitlets
-  version: 5.14.1
+  version: 5.14.2
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 1c6acfdc7ecbfe09954c4216da99c146
-    sha256: fa78d68f74ec8aae5c93f135140bfdbbf0ab60a79c6062b55d73c316068545ec
+    md5: af5fa2d2186003472e766a23c46cae04
+    sha256: 9ea6073091c130470a51b51703c8d2d959434992e29c4aa4abeba07cd56533a3
   category: main
   optional: false
 - name: traitlets
-  version: 5.14.1
+  version: 5.14.2
   manager: conda
   platform: osx-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.2-pyhd8ed1ab_0.conda
   hash:
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-    sha256: fa78d68f74ec8aae5c93f135140bfdbbf0ab60a79c6062b55d73c316068545ec
+    md5: af5fa2d2186003472e766a23c46cae04
+    sha256: 9ea6073091c130470a51b51703c8d2d959434992e29c4aa4abeba07cd56533a3
   category: main
   optional: false
 - name: traitlets
-  version: 5.14.1
+  version: 5.14.2
   manager: conda
   platform: osx-arm64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.2-pyhd8ed1ab_0.conda
   hash:
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-    sha256: fa78d68f74ec8aae5c93f135140bfdbbf0ab60a79c6062b55d73c316068545ec
+    md5: af5fa2d2186003472e766a23c46cae04
+    sha256: 9ea6073091c130470a51b51703c8d2d959434992e29c4aa4abeba07cd56533a3
   category: main
   optional: false
 - name: transformers
@@ -18184,39 +18238,39 @@ package:
   category: main
   optional: false
 - name: types-python-dateutil
-  version: 2.8.19.20240106
+  version: 2.9.0.20240316
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.8.19.20240106-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20240316-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 09ef8cc587bdea80a83b6f820dbae24daadcf82be088fb0a9f6495781653e300
+    md5: 7831efa91d57475373ee52fb92e8d137
+    sha256: 6630bbc43dfb72339fadafc521db56c9d17af72bfce459af195eecb01163de20
   category: main
   optional: false
 - name: types-python-dateutil
-  version: 2.8.19.20240106
+  version: 2.9.0.20240316
   manager: conda
   platform: osx-64
   dependencies:
     python: '>=3.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.8.19.20240106-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20240316-pyhd8ed1ab_0.conda
   hash:
-    md5: c9096a546660b9079dce531c0039e074
-    sha256: 09ef8cc587bdea80a83b6f820dbae24daadcf82be088fb0a9f6495781653e300
+    md5: 7831efa91d57475373ee52fb92e8d137
+    sha256: 6630bbc43dfb72339fadafc521db56c9d17af72bfce459af195eecb01163de20
   category: main
   optional: false
 - name: types-python-dateutil
-  version: 2.8.19.20240106
+  version: 2.9.0.20240316
   manager: conda
   platform: osx-arm64
   dependencies:
     python: '>=3.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.8.19.20240106-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20240316-pyhd8ed1ab_0.conda
   hash:
-    md5: c9096a546660b9079dce531c0039e074
-    sha256: 09ef8cc587bdea80a83b6f820dbae24daadcf82be088fb0a9f6495781653e300
+    md5: 7831efa91d57475373ee52fb92e8d137
+    sha256: 6630bbc43dfb72339fadafc521db56c9d17af72bfce459af195eecb01163de20
   category: main
   optional: false
 - name: typeshed-client
@@ -18477,13 +18531,12 @@ package:
   dependencies:
     cuda-cudart: '>=12.0.107,<13.0a0'
     libgcc-ng: '>=12'
-    libnuma: '>=2.0.16,<3.0a0'
     libstdcxx-ng: '>=12'
-    rdma-core: '>=49'
-  url: https://conda.anaconda.org/conda-forge/linux-64/ucx-1.15.0-h6d2d1ec_3.conda
+    rdma-core: '>=50.0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/ucx-1.15.0-hf604dca_7.conda
   hash:
-    md5: c7e13cf28c65374bbe4dec5f9c3b1e17
-    sha256: 7d3fe669b3a35e7a27399d0d404645ad10b5b28e52b9b71813c9d286e497a493
+    md5: 65df290dcf5d4f6d11e98faf6429f392
+    sha256: 0992f449135cb8af2320fbfea2d76f5c543468858e77f35fa39c1048bf2d8782
   category: main
   optional: false
 - name: uri-template
@@ -18529,10 +18582,10 @@ package:
   dependencies:
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-hcb278e6_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-h59595ed_1.conda
   hash:
-    md5: 2c46deb08ba9b10e90d0a6401ad65deb
-    sha256: bc7670384fc3e519b376eab25b2c747afe392b243f17e881075231f4a0f2e5a0
+    md5: c5edf07141147789784f89d5b4e4a9ad
+    sha256: ec997599b6dcfef34242c67b695c4704d9ba6cb0b9de8f390defa475a95cdb3f
   category: main
   optional: false
 - name: uriparser
@@ -18540,11 +18593,11 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
-    libcxx: '>=14.0.6'
-  url: https://conda.anaconda.org/conda-forge/osx-64/uriparser-0.9.7-hf0c8a7f_1.conda
+    libcxx: '>=14'
+  url: https://conda.anaconda.org/conda-forge/osx-64/uriparser-0.9.7-he965462_1.conda
   hash:
-    md5: 998073b0ccb5f99d07d2089cf06363b3
-    sha256: faf0f7919851960bbb1d18d977f62082c0e4dc8f26e348d702e8a2dba53a4c37
+    md5: a342f2d5573ebdb1cba60ef2947c1b7f
+    sha256: 1f3563325ce2f9b28b6dfbc703f3cac4d36095d2103c40648338533f4cb80b63
   category: main
   optional: false
 - name: uriparser
@@ -18552,11 +18605,11 @@ package:
   manager: conda
   platform: osx-arm64
   dependencies:
-    libcxx: '>=14.0.6'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/uriparser-0.9.7-hb7217d7_1.conda
+    libcxx: '>=14'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/uriparser-0.9.7-h13dd4ca_1.conda
   hash:
-    md5: 4fe532e3c6b0cfa5365eb01743d32578
-    sha256: bedd03f3bb30b73ae7b0dc9626f1371a8568ce6d41303df3e8299688428dfa94
+    md5: df83a53820f413eb8b14045433a2d587
+    sha256: 019103df9eec86c9afa92dec21a849e63d57bfa9125ca811e68b78dab224c4ee
   category: main
   optional: false
 - name: urllib3
@@ -18968,8 +19021,8 @@ package:
   dependencies:
     python: '>=3.9'
     numpy: '>=1.23'
-    packaging: '>=22'
     pandas: '>=1.5'
+    packaging: '>=22'
   url: https://conda.anaconda.org/conda-forge/noarch/xarray-2024.2.0-pyhd8ed1ab_0.conda
   hash:
     md5: 8e25aab3323476d4fd0b5f6bad05d403
@@ -18983,8 +19036,8 @@ package:
   dependencies:
     python: '>=3.9'
     numpy: '>=1.23'
-    packaging: '>=22'
     pandas: '>=1.5'
+    packaging: '>=22'
   url: https://conda.anaconda.org/conda-forge/noarch/xarray-2024.2.0-pyhd8ed1ab_0.conda
   hash:
     md5: 8e25aab3323476d4fd0b5f6bad05d403
@@ -19425,10 +19478,10 @@ package:
     libgcc-ng: '>=12'
     libsodium: '>=1.0.18,<1.0.19.0a0'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_1.conda
   hash:
-    md5: 8851084c192dbc56215ac4e3c9aa30fa
-    sha256: 53bf2a18224406e9806adb3b270a2c8a028aca0c89bd40114a85d6446f5c98d1
+    md5: 7fc9d3288d2420bb3637647621018000
+    sha256: 3bec658f5c23abf5e200d98418add7a20ff7b45c928ad4560525bef899496256
   category: main
   optional: false
 - name: zeromq
@@ -19450,13 +19503,12 @@ package:
   manager: conda
   platform: osx-arm64
   dependencies:
-    __osx: '>=10.9'
-    libcxx: '>=16.0.6'
+    libcxx: '>=16'
     libsodium: '>=1.0.18,<1.0.19.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zeromq-4.3.5-h965bd2d_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zeromq-4.3.5-hebf3989_1.conda
   hash:
-    md5: f460bbcb0ec8dc77989288fe8caa0f84
-    sha256: 06abddc92d0bf83cd9faf25f26c98d7c2cc681cb50504011580b0584cf3cb1c5
+    md5: 19cff1c627ff58429701113bf35300c8
+    sha256: caf6df12d793600faec21b7e6025e2e8fb8de26672cce499f9471b99b6776eb1
   category: main
   optional: false
 - name: zfp
diff --git a/docs/installation.md b/docs/installation.md
index 532558ac..9069fa05 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -40,7 +40,7 @@ Finally, double-check that the libraries have been installed.
 This is for those who want full reproducibility of the virtual environment.
 Create a virtual environment with just Python and conda-lock installed first.
 
-    mamba create --name claymodel python=3.11 conda-lock=2.5.1
+    mamba create --name claymodel python=3.11 conda-lock=2.5.6
     mamba activate claymodel
 
 Installing/Updating a virtual environment from a lockile. Use this to sync your
diff --git a/environment.yml b/environment.yml
index fb0e61eb..a9c38277 100644
--- a/environment.yml
+++ b/environment.yml
@@ -3,7 +3,7 @@ channels:
   - conda-forge
   - nodefaults
 dependencies:
-  - conda-lock~=2.5.1
+  - conda-lock~=2.5.6
   - einops~=0.7.0
   - fiona~=1.9.5
   - geopandas-base~=0.14.1