diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 47b5e31..8aaad6d 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -12,22 +12,27 @@ on:
       - '!ci/environment.yml'
       - '.github/workflows/build.yml'
 
-  workflow_run:
-    workflows: ["update conda lockfile"]
-    types:
-      - completed
+  pull_request:
+    branches:
+      - main
+      - dev
+    paths:
+      # build if anything in ci/ changes except only environment.yml because 
+      # environment-lock.yml needs to be built first by create-conda-lock.yml
+      - 'ci/**'
+      - '!ci/environment.yml'
+      - '.github/workflows/build.yml'
   
   workflow_dispatch:
 
 jobs:
   build-and-push-docker:
-    if: ${{ github.event_name == 'push' || github.event.workflow_run.conclusion == 'success' || github.event_name == 'workflow_dispatch'}}
     runs-on: ubuntu-latest
     defaults:
       run:
         shell: bash -l {0}
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
 
       - name: "Set Job Environment Variables"
         run: |
diff --git a/.github/workflows/create-conda-lock.yml b/.github/workflows/create-conda-lock.yml
index 58235b3..81d4965 100644
--- a/.github/workflows/create-conda-lock.yml
+++ b/.github/workflows/create-conda-lock.yml
@@ -22,7 +22,9 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - name: checkout repo
-      uses: actions/checkout@main
+      uses: actions/checkout@v4
+      with:
+        ref: ${{ github.head_ref }}
     - name: install conda-lock with micromamba
       uses: mamba-org/setup-micromamba@main
       with:
@@ -40,7 +42,7 @@ jobs:
       run: |
         if [[ $(git ls-files --modified) ]]; then
           git config --global user.name 'ateucher'
-          git config --global user.email 'andy.teucher@gmail.com'
+          git config --global user.email '2816635+ateucher@users.noreply.github.com'
           git commit --all --message "[bot] autogenerated conda-lock files"
           git push
         fi
diff --git a/ci/conda-lock.yml b/ci/conda-lock.yml
index 65c954d..91300af 100644
--- a/ci/conda-lock.yml
+++ b/ci/conda-lock.yml
@@ -13,7 +13,7 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: 601b07b86ed1ee8d4684997b63f3de59cb61cbfeee10f5c838cf9b4ca5c89622
+    linux-64: 81fbc66a88ce44315eab3d1ad270dc8b204a18df9238df5595177bff81b1935a
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -86,22 +86,22 @@ package:
   category: main
   optional: false
 - name: aiobotocore
-  version: 2.23.2
+  version: 2.24.0
   manager: conda
   platform: linux-64
   dependencies:
     aiohttp: '>=3.9.2,<4.0.0'
     aioitertools: '>=0.5.1,<1.0.0'
-    botocore: '>=1.39.7,<1.39.9'
+    botocore: '>=1.39.9,<1.39.12'
     jmespath: '>=0.7.1,<2.0.0'
     multidict: '>=6.0.0,<7.0.0'
     python: ''
     python-dateutil: '>=2.1,<3.0.0'
     wrapt: '>=1.10.10,<2.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.23.2-pyhe01879c_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.24.0-pyhe01879c_0.conda
   hash:
-    md5: ab705bea5b979c9a9f9c9be3e2c2d093
-    sha256: dc7e0025e011fc126972ae047b081d6cbad0765ec58254e26a038231417bbeee
+    md5: 4c5cb2b7c40dd2a3bd3b68547fd9412d
+    sha256: 98e86e1bbbdfcd6318a4118cd151975bf726e415e8cf5b2207f82a112859e84e
   category: main
   optional: false
 - name: aiohappyeyeballs
@@ -424,21 +424,21 @@ package:
   category: main
   optional: false
 - name: asf_search
-  version: 9.0.9
+  version: 10.0.1
   manager: conda
   platform: linux-64
   dependencies:
-    asf_search-base: '>=9.0.9,<9.0.10.0a0'
-    python: '>=3.9'
+    asf_search-base: '>=10.0.1,<10.0.2.0a0'
+    python: '>=3.10'
     remotezip: '>=0.10.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/asf_search-9.0.9-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/asf_search-10.0.1-pyhd8ed1ab_0.conda
   hash:
-    md5: e1e1f92ebc718b438be00ea63e982420
-    sha256: 50e10a77fb8e10b27b0ec9882888c274f0ccb85abc0995e9d64814e41aa25d41
+    md5: baab6b17f32bea7809abb3a8faf81ee1
+    sha256: 9bab39bc5339fe31e0699c02e163fc2c8e964ec5c22d94df912481fa4d798fa1
   category: main
   optional: false
 - name: asf_search-base
-  version: 9.0.9
+  version: 10.0.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -446,15 +446,15 @@ package:
     dateparser: ''
     importlib-metadata: ''
     numpy: ''
-    python: '>=3.9'
+    python: '>=3.10'
     pytz: ''
     requests: ''
     shapely: ''
     tenacity: 8.2.2
-  url: https://conda.anaconda.org/conda-forge/noarch/asf_search-base-9.0.9-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/asf_search-base-10.0.1-pyhd8ed1ab_0.conda
   hash:
-    md5: 3c8405c1ae9afa382c9b902fdcf5acdb
-    sha256: d439b1065a365c10a5f480db7c27050129b382b376887891d1ce1836fd08c690
+    md5: d869010588be863c364c62591294a73b
+    sha256: ab477cd6c96a1a5829fa4a4c9415a30a544f8d882df53e0cb181c1202e053a6b
   category: main
   optional: false
 - name: asttokens
@@ -1059,22 +1059,22 @@ package:
   category: main
   optional: false
 - name: boto3
-  version: 1.39.8
+  version: 1.39.11
   manager: conda
   platform: linux-64
   dependencies:
-    botocore: '>=1.39.8,<1.40.0'
+    botocore: '>=1.39.11,<1.40.0'
     jmespath: '>=0.7.1,<2.0.0'
     python: '>=3.9'
     s3transfer: '>=0.13.0,<0.14.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.39.8-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.39.11-pyhd8ed1ab_0.conda
   hash:
-    md5: cc583276549fc1b6d1649fd1f81fdcb3
-    sha256: 32f589dc604636bed54b8f59fc4752170aae8991a94315918e373104893a3410
+    md5: aee0b08de1901ccc464de283e50099bf
+    sha256: 056afccff34d36bdc1c3b2e8037f188d4974270108519006458457a629bbed7a
   category: main
   optional: false
 - name: botocore
-  version: 1.39.8
+  version: 1.39.11
   manager: conda
   platform: linux-64
   dependencies:
@@ -1082,10 +1082,10 @@ package:
     python: '>=3.10'
     python-dateutil: '>=2.1,<3.0.0'
     urllib3: '>=1.25.4,!=2.2.0,<3'
-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.39.8-pyge310_1234567_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.39.11-pyge310_1234567_0.conda
   hash:
-    md5: 4036c04ea1c961ce1ca3e5540273b33a
-    sha256: 1f99d645fd3fdefa95d83f5a54d9a0a195e550a3fc6cc8e38f18424e5e6c5681
+    md5: 568d1e4d62e6d0335e89f41b831bb4a8
+    sha256: 8cfa5e9b6f8b8a0e1470208f53f4b0f39a8cbf90658b3c495f621097201aee47
   category: main
   optional: false
 - name: bounded-pool-executor
@@ -1218,7 +1218,7 @@ package:
   category: main
   optional: false
 - name: c-blosc2
-  version: 2.19.1
+  version: 2.21.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -1226,12 +1226,12 @@ package:
     libgcc: '>=14'
     libstdcxx: '>=14'
     lz4-c: '>=1.10.0,<1.11.0a0'
-    zlib-ng: '>=2.2.4,<2.3.0a0'
+    zlib-ng: '>=2.2.5,<2.3.0a0'
     zstd: '>=1.5.7,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.19.1-h4cfbee9_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.21.1-h4cfbee9_0.conda
   hash:
-    md5: 041ee44c15d1efdc84740510796425df
-    sha256: ebd0cc82efa5d5dd386f546b75db357d990b91718e4d7788740f4fadc5dfd5c9
+    md5: 3709970081cb012587e35af3d4a8102e
+    sha256: ae87a39fe2f4c9642fd868b721a543e1ff00610f8edeeb71e379d193397c811a
   category: main
   optional: false
 - name: ca-certificates
@@ -1440,6 +1440,19 @@ package:
     sha256: 5d212111664337a57e52df0a041597054af0047e82a44731d131f20575cc5052
   category: main
   optional: false
+- name: cf_xarray
+  version: 0.10.7
+  manager: conda
+  platform: linux-64
+  dependencies:
+    python: '>=3.11'
+    xarray: '>=2023.09.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/cf_xarray-0.10.7-pyhd8ed1ab_0.conda
+  hash:
+    md5: 8b42d5d0805c11575d78a6543863f869
+    sha256: 263369102f08fe83c443db7a6650b47a14b928b9703f4aff79b069ada9fff645
+  category: main
+  optional: false
 - name: cffi
   version: 1.17.1
   manager: conda
@@ -1487,30 +1500,30 @@ package:
   category: main
   optional: false
 - name: charset-normalizer
-  version: 3.4.2
+  version: 3.4.3
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.3-pyhd8ed1ab_0.conda
   hash:
-    md5: 40fe4284b8b5835a9073a645139f35af
-    sha256: 535ae5dcda8022e31c6dc063eb344c80804c537a5a04afba43a845fa6fa130f5
+    md5: 7e7d5ef1b9ed630e4a1c358d6bc62284
+    sha256: 838d5a011f0e7422be6427becba3de743c78f3874ad2743c341accbba9bb2624
   category: main
   optional: false
 - name: ciso8601
-  version: 2.3.2
+  version: 2.3.3
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc: '>=13'
-    python: '>=3.11,<3.12.0a0'
+    libgcc: '>=14'
+    python: ''
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/ciso8601-2.3.2-py311h9ecbd09_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/ciso8601-2.3.3-py311haee01d2_0.conda
   hash:
-    md5: 915ba0beeaa221e93d33b0662f71c7e1
-    sha256: df751ec643b96f84e464a677f4ea5528c76ecfc244c80a868a3dfd718f58aede
+    md5: 3abb56ff0eef666da4aba70acfc356fb
+    sha256: 933e22ea64f2b8f3d942c45c1a47fb5d7f9cf264a5059718f7c2ec0a27bda374
   category: main
   optional: false
 - name: click
@@ -1601,7 +1614,7 @@ package:
   category: main
   optional: false
 - name: code-server
-  version: 4.102.3
+  version: 4.103.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -1609,14 +1622,14 @@ package:
     libgcc: '>=14'
     libstdcxx: '>=14'
     nodejs: '>=20.19.4,<21.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/code-server-4.102.3-hd6838e5_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/code-server-4.103.1-hd6838e5_0.conda
   hash:
-    md5: e3d160b28ea290a842fbf00e0660199a
-    sha256: c35091c4994546fabffabb0124ff5c9d47ad33744b92b4446b74c8f407ba1266
+    md5: 848a91b1e729e3fea736028bd76a8e0c
+    sha256: 4046f3b3f8d77750df17b31c0072a41fd8757f7d201283d3f49c8ef38f0e6e19
   category: main
   optional: false
 - name: coiled
-  version: 1.117.0
+  version: 1.118.2
   manager: conda
   platform: linux-64
   dependencies:
@@ -1645,10 +1658,10 @@ package:
     toml: ''
     typing-extensions: ''
     wheel: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/coiled-1.117.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/coiled-1.118.2-pyhd8ed1ab_0.conda
   hash:
-    md5: d38a0de3e99bb67d268c7935e8c690ff
-    sha256: a9793320b115e531a716cd246b561589c6b91497bbbed0a3a40db7ecc4349ffa
+    md5: 58c39647bb434d8d6c8191d643f07ed0
+    sha256: 74e87a0d7e7c5fe03a39cf9188c40e178f7786bd9cc3f482263ea45bd6f395d0
   category: main
   optional: false
 - name: color-operations
@@ -2390,14 +2403,14 @@ package:
   category: main
   optional: false
 - name: esbuild
-  version: 0.25.8
+  version: 0.25.9
   manager: conda
   platform: linux-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/linux-64/esbuild-0.25.8-hfc2019e_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/esbuild-0.25.9-hfc2019e_0.conda
   hash:
-    md5: 9a2d835e318848eaf2e2b8496a5d522a
-    sha256: c4ab3208ce591bf7836a6bc17498ca56e888349ac9000b1523d80da6e1a466fe
+    md5: 37dd55299d6c44d5ad79dce2386df011
+    sha256: d8916248880b129734357f76dc51a0a595a72b6d0d22d691250fe90d8094967a
   category: main
   optional: false
 - name: escapism
@@ -2547,15 +2560,15 @@ package:
   category: main
   optional: false
 - name: filelock
-  version: 3.18.0
+  version: 3.19.1
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/filelock-3.18.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/filelock-3.19.1-pyhd8ed1ab_0.conda
   hash:
-    md5: 4547b39256e296bb758166893e909a7c
-    sha256: de7b6d4c4f865609ae88db6fa03c8b7544c2452a1aa5451eb7700aad16824570
+    md5: 9c418d067409452b2e87e0016257da68
+    sha256: 7a2497c775cc7da43b5e32fc5cf9f4e8301ca723f0eb7f808bbe01c6094a3693
   category: main
   optional: false
 - name: fiona
@@ -2582,22 +2595,22 @@ package:
   category: main
   optional: false
 - name: flask
-  version: 3.1.1
+  version: 3.1.2
   manager: conda
   platform: linux-64
   dependencies:
-    blinker: '>=1.9'
+    blinker: '>=1.9.0'
     click: '>=8.1.3'
     importlib-metadata: '>=3.6.0'
-    itsdangerous: '>=2.2'
+    itsdangerous: '>=2.2.0'
     jinja2: '>=3.1.2'
     markupsafe: '>=2.1.1'
     python: '>=3.9'
-    werkzeug: '>=3.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/flask-3.1.1-pyhd8ed1ab_0.conda
+    werkzeug: '>=3.1.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/flask-3.1.2-pyhd8ed1ab_0.conda
   hash:
-    md5: ffad1a6161226d41e3735b73bae5c71c
-    sha256: 41c2dc7648acc51a2fd4715b916f04b166e5aa472ac62c5b34f314e0c96146dc
+    md5: ba67a9febeda36948fee26a3dec3d914
+    sha256: 8a97eba37e0723720706d4636cc89c6b07eea1b7cc66fd8994fa8983a81ed988
   category: main
   optional: false
 - name: flask-caching
@@ -2647,21 +2660,21 @@ package:
   category: main
   optional: false
 - name: flox
-  version: 0.10.4
+  version: 0.10.6
   manager: conda
   platform: linux-64
   dependencies:
-    numpy: '>=1.22'
+    numpy: '>=1.26'
     numpy_groupies: '>=0.9.19'
     packaging: '>=21.3'
-    pandas: '>=1.5'
-    python: '>=3.10'
-    scipy: '>=1.9'
+    pandas: '>=2.1'
+    python: '>=3.11'
+    scipy: '>=1.12'
     toolz: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/flox-0.10.4-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/flox-0.10.6-pyhd8ed1ab_0.conda
   hash:
-    md5: 915058dbd1aef6a1bcbde3a829859979
-    sha256: a1cbc41dc6e79550a79e80e9cdcf2cbaf79adbb702dad1db182998f49d80881e
+    md5: 40136da5d8e93ccbd406518154763fd9
+    sha256: c2743a4f14ee6515b5ad351acc1c79a7865465bceaab0746a0e6eca44e7a958c
   category: main
   optional: false
 - name: folium
@@ -2770,7 +2783,7 @@ package:
   category: main
   optional: false
 - name: fonttools
-  version: 4.59.0
+  version: 4.59.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -2781,10 +2794,10 @@ package:
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
     unicodedata2: '>=15.1.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.59.0-py311h3778330_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.59.1-py311h3778330_0.conda
   hash:
-    md5: 2eaecc2e416852815abb85dc47d425b3
-    sha256: d82af0b7a12c6fdb30de81f83da5aba89ac8628744630dc67cd9cfc5eedadb3d
+    md5: a879d36924dd853bf855ed423b02d92b
+    sha256: a272826eb8bda4c7207db735448f67f1e5ce79a08eb5a78271c62d9ea452a275
   category: main
   optional: false
 - name: fqdn
@@ -2894,14 +2907,15 @@ package:
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=14'
-    libglib: '>=2.84.2,<3.0a0'
+    libglib: '>=2.84.3,<3.0a0'
     libjpeg-turbo: '>=3.1.0,<4.0a0'
+    liblzma: '>=5.8.1,<6.0a0'
     libpng: '>=1.6.50,<1.7.0a0'
     libtiff: '>=4.7.0,<4.8.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.42.12-h7b179bb_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.42.12-h2b0a6b4_3.conda
   hash:
-    md5: c050572442da94589ef8fe2f7ffbaa0d
-    sha256: 3258e4112d52f376d98cd645a3c8d44af28bf0fc4bcae92231ad7a1e14694c2a
+    md5: aeec474bd508d8aa6c015e2cc7d14651
+    sha256: d8a9d0df91e1939b1fb952b5214e097d681c49faf215d1ad69a7f0acb03c8e08
   category: main
   optional: false
 - name: gdown
@@ -3001,25 +3015,25 @@ package:
   category: main
   optional: false
 - name: geoviews
-  version: 1.14.0
+  version: 1.14.1
   manager: conda
   platform: linux-64
   dependencies:
     datashader: ''
     geopandas-base: ''
-    geoviews-core: 1.14.0
+    geoviews-core: 1.14.1
     netcdf4: ''
     pandas: ''
     pyct: ''
     xarray: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-1.14.0-hd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-1.14.1-hd8ed1ab_0.conda
   hash:
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   category: main
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-    sha256: 85d88ac0e1763f843ef47263176130f38faab81a959c8524d3459a6c12c08609
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   category: main
   optional: false
 - name: pysocks
@@ -8787,15 +8834,15 @@ package:
   category: main
   optional: false
 - name: python-fastjsonschema
-  version: 2.21.1
+  version: 2.21.2
   manager: conda
   platform: linux-64
   dependencies:
-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/python-fastjsonschema-2.21.1-pyhd8ed1ab_0.conda
+    python: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/python-fastjsonschema-2.21.2-pyhe01879c_0.conda
   hash:
-    md5: 38e34d2d1d9dca4fb2b9a0a04f604e2c
-    sha256: 1b09a28093071c1874862422696429d0d35bd0b8420698003ac004746c5e82a2
+    md5: 23029aae904a2ba587daba708208012f
+    sha256: df9aa74e9e28e8d1309274648aac08ec447a92512c33f61a8de0afa9ce32ebe8
   category: main
   optional: false
 - name: python-gist
@@ -9165,7 +9212,7 @@ package:
   category: main
   optional: false
 - name: requests
-  version: 2.32.4
+  version: 2.32.5
   manager: conda
   platform: linux-64
   dependencies:
@@ -9174,10 +9221,10 @@ package:
     idna: '>=2.5,<4'
     python: '>=3.9'
     urllib3: '>=1.21.1,<3'
-  url: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.4-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 9866aaf7a13c6cfbe665ec7b330647a0fb10a81e6f9b8fee33642232a1920e18
+    md5: db0c6b99149880c8ba515cf4abe93ee4
+    sha256: 8dc54e94721e9ab545d7234aa5192b74102263d3e704e6d0c8aa7008f2da2a7b
   category: main
   optional: false
 - name: requests-cache
@@ -9368,19 +9415,19 @@ package:
   category: main
   optional: false
 - name: ruamel.yaml
-  version: 0.18.14
+  version: 0.18.15
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc: '>=13'
+    libgcc: '>=14'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
     ruamel.yaml.clib: '>=0.1.2'
-  url: https://conda.anaconda.org/conda-forge/linux-64/ruamel.yaml-0.18.14-py311h9ecbd09_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/ruamel.yaml-0.18.15-py311h49ec1c0_0.conda
   hash:
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-    sha256: 847e5940e1d4fcc39cc1659b4ed72fc558556630864c273678820f6ed8461389
+    md5: f7af5dd5955fb25727d15ae3058f83bf
+    sha256: 0a179243a0080e1288ee535443ea418f45bd76cccd12570f08000cfb760e4e9c
   category: main
   optional: false
 - name: ruamel.yaml.clib
@@ -9487,25 +9534,25 @@ package:
   category: main
   optional: false
 - name: scipy
-  version: 1.16.0
+  version: 1.16.1
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libblas: '>=3.9.0,<4.0a0'
     libcblas: '>=3.9.0,<4.0a0'
-    libgcc: '>=13'
+    libgcc: '>=14'
     libgfortran: ''
-    libgfortran5: '>=13.3.0'
+    libgfortran5: '>=14.3.0'
     liblapack: '>=3.9.0,<4.0a0'
-    libstdcxx: '>=13'
+    libstdcxx: '>=14'
     numpy: '>=1.25.2'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.16.0-py311h2d3ef60_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/scipy-1.16.1-py311h33d6a90_0.conda
   hash:
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-    sha256: 52352d0f9388cf215c79690732e560bc6a33fb463a9176f6d2af6df84da8f4f7
+    md5: 03f860a54dadae93531ca573c3ed901a
+    sha256: 9f983efb5ea5ba254c5c98187f0293d1d4338aa49f1721ca5635ea26fada95e0
   category: main
   optional: false
 - name: scooby
@@ -9618,6 +9665,32 @@ package:
     sha256: 972560fcf9657058e3e1f97186cc94389144b46dbdf58c807ce62e83f977e863
   category: main
   optional: false
+- name: shap
+  version: 0.48.0
+  manager: conda
+  platform: linux-64
+  dependencies:
+    __glibc: '>=2.17,<3.0.a0'
+    cloudpickle: ''
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+    numba: '>=0.54'
+    numpy: '>=1.23,<3'
+    packaging: '>20.9'
+    pandas: ''
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+    scikit-learn: ''
+    scipy: ''
+    slicer: 0.0.8
+    tqdm: '>=4.27.0'
+    typing_extensions: ''
+  url: https://conda.anaconda.org/conda-forge/linux-64/shap-0.48.0-cpu_py311h59270be_1.conda
+  hash:
+    md5: a44bb590767813bca9a27f9ebdbb8501
+    sha256: 10f3fb5c4b201f06b12dfe197bde7007ea425afc9ffc9a89db3bc8ff58e898e5
+  category: main
+  optional: false
 - name: shapely
   version: 2.0.7
   manager: conda
@@ -9698,6 +9771,18 @@ package:
     sha256: 458227f759d5e3fcec5d9b7acce54e10c9e1f4f4b7ec978f3bfd54ce4ee9853d
   category: main
   optional: false
+- name: slicer
+  version: 0.0.8
+  manager: conda
+  platform: linux-64
+  dependencies:
+    python: '>=3.6'
+  url: https://conda.anaconda.org/conda-forge/noarch/slicer-0.0.8-pyhd8ed1ab_0.conda
+  hash:
+    md5: f6f75ceccf92ddb21665b03cfbfa7800
+    sha256: 915b33075b7aa0c9f339038e2747394e949c34035f74104530a643f895ace621
+  category: main
+  optional: false
 - name: sliderule
   version: 4.18.1
   manager: conda
@@ -10080,7 +10165,7 @@ package:
   category: main
   optional: false
 - name: sqlalchemy
-  version: 2.0.42
+  version: 2.0.43
   manager: conda
   platform: linux-64
   dependencies:
@@ -10090,10 +10175,10 @@ package:
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
     typing-extensions: '>=4.6.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/sqlalchemy-2.0.42-py311h49ec1c0_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/sqlalchemy-2.0.43-py311h49ec1c0_0.conda
   hash:
-    md5: d87f15566e93204dd613ccd749a23916
-    sha256: c2c3249403a40ad7a6f7e1b20260f81b6634182315580a14e2383f964fadd156
+    md5: d666d60bafc3dee42ebc74f0362ac619
+    sha256: 8b9c01517b381820699f824972d967d8235ce383b5e39e00f653787c36434bfa
   category: main
   optional: false
 - name: sqlite
@@ -10375,18 +10460,18 @@ package:
   category: main
   optional: false
 - name: tornado
-  version: 6.5.1
+  version: 6.5.2
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc: '>=13'
+    libgcc: '>=14'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.1-py311h9ecbd09_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.2-py311h49ec1c0_0.conda
   hash:
-    md5: 24e9f474abd101554b7a91313b9dfad6
-    sha256: 66cc98dbf7aafe11a4cb886a8278a559c1616c098ee9f36d41697eaeb0830a4d
+    md5: 8e82bf1a7614ac43096a5c8d726030a3
+    sha256: 99b43e96b71271bf906d87d9dceeb1b5d7f79d56d2cd58374e528b56830c99af
   category: main
   optional: false
 - name: tqdm
@@ -10455,15 +10540,15 @@ package:
   category: main
   optional: false
 - name: types-python-dateutil
-  version: 2.9.0.20250708
+  version: 2.9.0.20250809
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20250708-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20250809-pyhd8ed1ab_0.conda
   hash:
-    md5: b6d4c200582ead6427f49a189e2c6d65
-    sha256: 843bbc8e763a96b2b4ea568cf7918b6027853d03b5d8810ab77aaa9af472a6e2
+    md5: 63a644e158c4f8eeca0d1290ac25e0cc
+    sha256: e54a82e474f4f4b6988c6c7186e5def628c840fca81f5d103e9f78f01d5fead1
   category: main
   optional: false
 - name: typing-extensions
@@ -10530,7 +10615,7 @@ package:
   category: main
   optional: false
 - name: tyro
-  version: 0.9.27
+  version: 0.9.28
   manager: conda
   platform: linux-64
   dependencies:
@@ -10543,10 +10628,10 @@ package:
     shtab: '>=1.5.6'
     typeguard: '>=4.0.0'
     typing-extensions: '>=4.13.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/tyro-0.9.27-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/tyro-0.9.28-pyhd8ed1ab_0.conda
   hash:
-    md5: 86c480f2fab8843e182a360e218fd78d
-    sha256: dc1daf726084adcd946694aa315cb4bbf7897fe2ce6e05913896e1e82ed025f5
+    md5: 8dbf8264c7074f6e5d8cfc52e22fab59
+    sha256: 093921bd653b916aaa6f3d7c4c22aa7a88d5bdead9299bbe34e992e7ad41740c
   category: main
   optional: false
 - name: tzdata
@@ -10586,7 +10671,7 @@ package:
   category: main
   optional: false
 - name: ucx
-  version: 1.18.1
+  version: 1.19.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -10595,26 +10680,26 @@ package:
     libgcc: '>=14'
     libstdcxx: '>=14'
     rdma-core: '>=58.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/ucx-1.18.1-h990bcc0_2.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/ucx-1.19.0-h37ff1fb_1.conda
   hash:
-    md5: 15e5ae8dc2c3a57a9cd77aa40dedfd40
-    sha256: cfd5893b5b7b7e5bda44b0f8acc5afcf3f4f85af7625106e4de133a64c77ec5c
+    md5: 80058c216f994dc9af6a74bcd64e1ac6
+    sha256: 9b1cea393e6ad6d70ef6999b95fcba8419b48a2a40fb245d103c1b6c2e55037c
   category: main
   optional: false
 - name: ujson
-  version: 5.10.0
+  version: 5.11.0
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc: '>=13'
-    libstdcxx: '>=13'
-    python: '>=3.11,<3.12.0a0'
+    libgcc: '>=14'
+    libstdcxx: '>=14'
+    python: ''
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/ujson-5.10.0-py311hfdbb021_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/ujson-5.11.0-py311hc665b79_0.conda
   hash:
-    md5: 273cf8bedf58f24aec8d960831f89c5a
-    sha256: abc89657cc51fa926cf5c05121fbfc0ebae8777644c70dbb36b67fc1e916e288
+    md5: 4a761d12b860deb95dc79ee0ddabc7d1
+    sha256: 24ac2a5d7b0aae7f138b1a977205deeadf4df43647de914b7cdbec72dc80252f
   category: main
   optional: false
 - name: unicodedata2
@@ -10717,7 +10802,7 @@ package:
   category: main
   optional: false
 - name: virtualenv
-  version: 20.33.1
+  version: 20.34.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -10725,10 +10810,11 @@ package:
     filelock: '>=3.12.2,<4'
     platformdirs: '>=3.9.1,<5'
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.33.1-pyhd8ed1ab_0.conda
+    typing_extensions: '>=4.13.2'
+  url: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.34.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 3f6ee060b1462c29b3442df71939a358
-    sha256: 7b8328d79cb7ec19929ec955fe4dbb938d35da391a74a3974c47ca2622c64b04
+    md5: 2bd6c0c96cfc4dbe9bde604a122e3e55
+    sha256: 398f40090e80ec5084483bb798555d0c5be3d1bb30f8bb5e4702cd67cdb595ee
   category: main
   optional: false
 - name: virtualizarr
@@ -10914,22 +11000,22 @@ package:
   category: main
   optional: false
 - name: wrapt
-  version: 1.17.2
+  version: 1.17.3
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc: '>=13'
+    libgcc: '>=14'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.2-py311h9ecbd09_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.3-py311h49ec1c0_0.conda
   hash:
-    md5: c4bb961f5a2020837fe3f7f30fadc2e1
-    sha256: e383de6512e65b5a227e7b0e1a34ffc441484044096a23ca4d3b6eb53a64d261
+    md5: a7edc57f727dd421a8f2a76dd599e99f
+    sha256: 98ea1e7a6da62377d0fab668bc93d1db57ee56607a18426928e4f004ee9790f9
   category: main
   optional: false
 - name: xarray
-  version: 2025.7.1
+  version: 2025.8.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -10937,10 +11023,10 @@ package:
     packaging: '>=24.1'
     pandas: '>=2.2'
     python: '>=3.11'
-  url: https://conda.anaconda.org/conda-forge/noarch/xarray-2025.7.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xarray-2025.8.0-pyhd8ed1ab_0.conda
   hash:
-    md5: c82f70c3a5ef5ed1701baa92b6ba2d8e
-    sha256: f719959edfc9996630b1b2a41309be4daf6aefe6b5d09a81f06f90f7c9b33cf0
+    md5: a7b1b2ffdbf18922945874ccbe1420aa
+    sha256: 91c476aab9f878a243b4edb31a3cf6c7bb4e873ff537315f475769b890bbbb29
   category: main
   optional: false
 - name: xerces-c
@@ -10959,6 +11045,19 @@ package:
     sha256: 339ab0ff05170a295e59133cd0fa9a9c4ba32b6941c8a2a73484cc13f81e248a
   category: main
   optional: false
+- name: xgboost
+  version: 3.0.4
+  manager: conda
+  platform: linux-64
+  dependencies:
+    py-xgboost: 3.0.4
+    python: '>=3.10'
+  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-3.0.4-cpu_pyhb39878e_0.conda
+  hash:
+    md5: 00d0b030570269458c06b358abc3f984
+    sha256: 476051931648fa853bf56405c4e4ab47a4f6747ad7ba869c130cd6b64e00c96c
+  category: main
+  optional: false
 - name: xkeyboard-config
   version: '2.45'
   manager: conda
@@ -11194,6 +11293,37 @@ package:
     sha256: 752fdaac5d58ed863bbf685bb6f98092fe1a488ea8ebb7ed7b606ccfce08637a
   category: main
   optional: false
+- name: xproj
+  version: 0.2.1
+  manager: conda
+  platform: linux-64
+  dependencies:
+    pyproj: ''
+    python: '>=3.10'
+    xarray: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/xproj-0.2.1-pyh2cfa8aa_0.conda
+  hash:
+    md5: ead121ae34684e17120149f1f14d224f
+    sha256: e87c171554d96efbf2d4fe3448205e25595519cc4fda5ebab7d78343cd72a226
+  category: main
+  optional: false
+- name: xvec
+  version: 0.5.0
+  manager: conda
+  platform: linux-64
+  dependencies:
+    cf_xarray: '>=0.9.2'
+    pyproj: '>=3.0.0'
+    python: '>=3.10'
+    shapely: '>=2.0b1'
+    xarray: '>=2022.12.0'
+    xproj: '>=0.2.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/xvec-0.5.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: dd183e9476d278cbbf922fbd487eb33f
+    sha256: ed287c4ebe50e37593f4b8a1cf14e0c46434834e735779727829f8b12bd23164
+  category: main
+  optional: false
 - name: xyzservices
   version: 2025.4.0
   manager: conda
diff --git a/ci/environment.yml b/ci/environment.yml
index 3afd7b1..bf10dda 100644
--- a/ci/environment.yml
+++ b/ci/environment.yml
@@ -67,7 +67,6 @@ dependencies:
   - pydap
   - icepyx
   - harmony-py
-  - earthaccess>=0.10.0
   - sliderule>=3.6.0
   - earthaccess>=0.14.0
   - pystac-client
@@ -109,6 +108,9 @@ dependencies:
   - quarto
   # For admin (cleaning home dirs)
   - escapism
+  - xvec
+  - shap
+  - xgboost
   # we could use more platforms but in the hub only linux-64 is relevant
   - pip 
   - pip: