diff --git a/README.md b/README.md
index 6e15301..1c24911 100644
--- a/README.md
+++ b/README.md
@@ -26,7 +26,7 @@ repository. Follow these steps:
    [mybinder.org](https://mybinder.org) where you can test your pull request to make sure it works
    as you would expect.
 3. In the Pull Request, write a comment with the slash command `/condalock`.
-   This will refresh the [`conda-lock.yml`](https://conda-incubator.github.io/conda-lock/output/#unified-lockfile)
+   This will refresh the [`conda-lock.yml`](https://conda.github.io/conda-lock/output/#unified-lockfile)
    file that contains a snapshot of the exact library versions contained in the
    conda environment, which will be useful for reproducibility.
 4. If the bot does not commit any changes to update the `conda-lock.yml` file in your PR, you can check the
diff --git a/conda-linux-64.lock b/conda-linux-64.lock
index ccaaa1f..a490156 100644
--- a/conda-linux-64.lock
+++ b/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: ff0d34076e60748535748e8b8643e75d4ca7b5aaeea47cd1647efca7e0c234ea
+# input_hash: 93e67c67968ce2df27ca9ab15efa7c7b6b41318226777ec631e1865509f04a42
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_py-xgboost-mutex-2.0-cpu_0.tar.bz2#23b8f98a355030331f40d0245492f715
 https://conda.anaconda.org/conda-forge/linux-64/dcw-gmt-2.2.0-ha770c72_0.conda#69326c2953b6b6628db1ce5e8cb0c7b1
@@ -8,6 +8,7 @@ https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2#34893075a5c9e55cdafac56607368fc6
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2#4d59c254e01d9cde7957100457e2d5fb
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_3.conda#49023d73832ef61042f6a237cb2687e7
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.92.0-hfc2019e_0.conda#e784306b1701fe62450d517096312a4e
 https://conda.anaconda.org/conda-forge/linux-64/gshhg-gmt-2.3.7-ha770c72_1003.tar.bz2#64505e3a020e1927b453a0da59df2267
 https://conda.anaconda.org/conda-forge/linux-64/libopentelemetry-cpp-headers-1.21.0-ha770c72_1.conda#9e298d76f543deb06eb0f3413675e13a
 https://conda.anaconda.org/conda-forge/noarch/mpi-1.0.1-openmpi.conda#78b827d2852c67c68cd5b2c55f31e376
@@ -19,12 +20,11 @@ https://conda.anaconda.org/conda-forge/noarch/python_abi-3.12-8_cp312.conda#c3ef
 https://conda.anaconda.org/conda-forge/linux-64/syncthing-1.30.0-ha8f183a_0.conda#70754128ee988a6289371dc3ccbeed44
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 https://conda.anaconda.org/conda-forge/noarch/wayland-protocols-1.47-hd8ed1ab_0.conda#7da1571f560d4ba3343f7f4c48a79c76
-https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda#4492fd26db29495f0ba23f146cd5638d
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.4.22-hbd8a1cb_0.conda#e18ad67cf881dcadee8b8d9e2f8e5f73
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-hc364b38_1.conda#a7970cd949a077b7cb9696379d338681
-https://conda.anaconda.org/conda-forge/linux-64/gh-2.88.1-h76a2195_0.conda#0290cdefa20d98adb936c465ccb76ad6
 https://conda.anaconda.org/conda-forge/linux-64/libglvnd-1.7.0-ha4b6fd6_2.conda#434ca7e50e40f4918ab701e3facd59a0
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-https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-22.1.3-h4922eb0_0.conda#f7781cb22afa62ef27fd0b3300c53c86
+https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-22.1.4-h4922eb0_0.conda#fa2c5c7f8d5319ab9c9fcbbd04022abf
 https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-7_kmp_llvm.conda#887b70e1d607fba7957aa02f9ee0d939
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 https://conda.anaconda.org/conda-forge/linux-64/libegl-1.7.0-ha4b6fd6_2.conda#c151d5eb730e9b7480e6d48c0fc44048
@@ -44,7 +44,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libattr-2.5.2-hb03c661_1.conda#7
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-https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.5-hecca717_0.conda#49f570f3bc4c874a06ea69b7225753af
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.0-hecca717_0.conda#a3b390520c563d78cc58974de95a03e5
 https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h3435931_0.conda#a360c33a5abe61c07959e449fa1453eb
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 https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.2.0-h68bc16d_18.conda#646855f357199a12f02a87382d429b75
@@ -56,7 +56,8 @@ https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d8
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-https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.57-h421ea60_0.conda#06f225e6d8c549ad6c0201679828a882
+https://conda.anaconda.org/conda-forge/linux-64/libpciaccess-0.18-hb9d3cd8_0.conda#70e3400cbbfa03e96dcde7fc13e38c7b
+https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.58-h421ea60_0.conda#eba48a68a1a2b9d3c0d9511548db85db
 https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.53.0-h0c1763c_0.conda#393c8b31bd128e3d979e7ec17e9507c6
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 https://conda.anaconda.org/conda-forge/linux-64/libutf8proc-2.11.3-hfe17d71_0.conda#1247168fe4a0b8912e3336bccdbf98a5
@@ -64,12 +65,12 @@ https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.42-h5347b49_0.conda#38
 https://conda.anaconda.org/conda-forge/linux-64/libuv-1.51.0-hb03c661_1.conda#0f03292cc56bf91a077a134ea8747118
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-https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.6-hdb14827_0.conda#fc21868a1a5aacc937e7a18747acb8a5
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-https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda#86bc20552bf46075e3d92b67f089172d
-https://conda.anaconda.org/conda-forge/linux-64/tzcode-2026a-h280c20c_0.conda#f5d19b545429f71523bbebd79e4ce612
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda#cffd3bdd58090148f4cfcd831f4b26ab
+https://conda.anaconda.org/conda-forge/linux-64/tzcode-2026b-h280c20c_0.conda#5c5f9b9bad2a0852ffa38833ba2a1c7d
 https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.2-hb9d3cd8_0.conda#fb901ff28063514abb6046c9ec2c4a45
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@@ -96,23 +97,23 @@ https://conda.anaconda.org/conda-forge/linux-64/intel-gmmlib-22.10.0-hb700be7_0.
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-https://conda.anaconda.org/conda-forge/linux-64/level-zero-1.28.2-hb700be7_0.conda#4323e07abff8366503b97a0f17924b76
+https://conda.anaconda.org/conda-forge/linux-64/level-zero-1.28.4-hb700be7_0.conda#c44c0485271b7b4c92dec39e9f7d096e
 https://conda.anaconda.org/conda-forge/linux-64/libabseil-20250512.1-cxx17_hba17884_0.conda#83b160d4da3e1e847bf044997621ed63
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+https://conda.anaconda.org/conda-forge/linux-64/libhwy-1.4.0-h10be129_0.conda#3a9428b74c403c71048104d38437b48c
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-https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.1-hf672d98_0.conda#be2de152d8073ef1c01b7728475f2fe7
+https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.11.1-hcf80075_0.conda#eecce068c7e4eddeb169591baac20ac4
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@@ -142,7 +143,7 @@ https://conda.anaconda.org/conda-forge/linux-64/snappy-1.2.2-h03e3b7b_1.conda#98
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+https://conda.anaconda.org/conda-forge/linux-64/x264-1!164.3095-h166bdaf_2.tar.bz2#6c99772d483f566d59e25037fea2c4b1
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@@ -155,21 +156,20 @@ https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.22.0-hc31b594_1.conda
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+https://conda.anaconda.org/conda-forge/noarch/gcsfs-2026.4.0-pyhd8ed1ab_0.conda#610e2954b57636e0b6ca5332a7054d21
 https://conda.anaconda.org/conda-forge/noarch/geoviews-1.15.1-pyhd8ed1ab_0.conda#bb92eaf3d9b30b2f04f65686b4e1d11f
 https://conda.anaconda.org/conda-forge/noarch/icepyx-2.0.2-pyhc364b38_0.conda#f156809c6da004a1783ecdb90b915d09
-https://conda.anaconda.org/conda-forge/noarch/jupyter-book-2.1.4-pyhcf101f3_0.conda#6466d205c69ad4f33ac9100a93af55b5
+https://conda.anaconda.org/conda-forge/noarch/jupyter-book-2.1.5-pyhcf101f3_0.conda#59d77abab8772f3f677bf71ad0af0ddc
 https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.3.1-pyhcf101f3_0.conda#0c3b465ceee138b9c39279cc02e5c4a0
 https://conda.anaconda.org/conda-forge/noarch/jupyter-offlinenotebook-0.3.2-pyh9692d8f_0.conda#f1ba04028264a73d571eecbbdb26d589
 https://conda.anaconda.org/conda-forge/noarch/jupyter-resource-usage-1.2.1-pyhd8ed1ab_0.conda#f6ea980ad873115c6ee41edf7b9db436
@@ -880,24 +878,24 @@ https://conda.anaconda.org/conda-forge/noarch/nbdime-4.0.4-pyhcf101f3_0.conda#db
 https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.4-pyhd8ed1ab_1.conda#e7f89ea5f7ea9401642758ff50a2d9c1
 https://conda.anaconda.org/conda-forge/noarch/eerepr-0.1.2-pyhd8ed1ab_0.conda#f9ef4353140843e75968e7db748ac416
 https://conda.anaconda.org/conda-forge/noarch/geeadd-0.5.6-pyhd8ed1ab_0.tar.bz2#a5cf57778f34bb5e81779393176bb5c5
-https://conda.anaconda.org/conda-forge/noarch/jupyter-remote-desktop-proxy-3.0.1-pyhbbac1ac_0.conda#97395c74578b3fc6af3841c15df8aa1c
+https://conda.anaconda.org/conda-forge/noarch/jupyter-remote-desktop-proxy-3.0.1-pyh80e38bb_0.conda#661eb35c7e2b8d0811a89d57ada77484
 https://conda.anaconda.org/conda-forge/noarch/jupyter-sshd-proxy-0.3.0-pyhd8ed1ab_1.conda#a31936021d14729efc6560fad0df0086
 https://conda.anaconda.org/conda-forge/noarch/jupyter-syncthing-proxy-1.0.3-pyhd8ed1ab_1.conda#bb3697d85606ca6be9b76fbe7cb9cfcf
 https://conda.anaconda.org/conda-forge/noarch/jupyter-vscode-proxy-0.7-pyhcf101f3_0.conda#cb79912b55fb8f8f5fc386b247d06bcb
 https://conda.anaconda.org/conda-forge/noarch/jupyter_server_ydoc-2.3.0-pyhcf101f3_0.conda#f36feb0a6978dec399ba6899392f0a5d
-https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.5.6-pyhd8ed1ab_0.conda#bcbb401d6fa84e0cee34d4926b0e9e93
+https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.5.7-pyhd8ed1ab_0.conda#2ffe77234070324e763a6eddabb5f467
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-git-0.52.0-pyhd8ed1ab_0.conda#00f02197d9548d49e4f711444ef30b58
 https://conda.anaconda.org/conda-forge/noarch/langchain-community-0.3.30-pymin312_h332efcf_0.conda#4c3b4667463ccdac17f0f88b19e370df
 https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-21.0.0-h3f74fd7_12_cpu.conda#111724a2b8e3f18579fe2afd687274e6
 https://conda.anaconda.org/conda-forge/linux-64/libgdal-arrow-parquet-3.12.2-h3b61b80_0.conda#082ccbea3232709e3f84a5b55fc570e3
-https://conda.anaconda.org/conda-forge/noarch/voila-0.5.11-pyhd8ed1ab_1.conda#2a1de13cdf50ded5f8046f8f007b8bf1
+https://conda.anaconda.org/conda-forge/noarch/voila-0.5.12-pyhd8ed1ab_0.conda#5ed444310cecbb6697cdf71e9a7f43e4
 https://conda.anaconda.org/conda-forge/noarch/dask-labextension-7.0.0-pyhd8ed1ab_1.conda#9aef5e5bebe4a054efd88c298beaeae8
 https://conda.anaconda.org/conda-forge/noarch/geemap-0.37.1-pyhd8ed1ab_0.conda#7ef544a2818953cb49503f6854791498
 https://conda.anaconda.org/conda-forge/noarch/jupyter-ai-magics-2.31.7-pyhcf101f3_0.conda#b8762372409aa157c9768fdfe0a5a4d7
 https://conda.anaconda.org/conda-forge/noarch/jupyter-collaboration-4.3.0-pyhcf101f3_0.conda#46e5b1066c1acb576c9d45fbf4126b7c
-https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.6-pyh31011fe_0.conda#46f516c13953db3686e1d895958af827
+https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-5.4.5-hdbe6b15_0.conda#37bdf613445a01139c912d31ee166bef
 https://conda.anaconda.org/conda-forge/linux-64/libpdal-arrow-2.9.3-h7a8815e_3.conda#d1bb56f251654e846dd610e7c5a83871
-https://conda.anaconda.org/conda-forge/noarch/notebook-7.5.5-pyhcf101f3_0.conda#471096452091ae8c460928ad5ff143cc
+https://conda.anaconda.org/conda-forge/noarch/notebook-7.5.6-pyhcf101f3_1.conda#1fa699844c163bf17717fed8ca229846
 https://conda.anaconda.org/conda-forge/linux-64/pyarrow-21.0.0-py312h7900ff3_3.conda#17cade9505f6782f9df648844d07f23a
 https://conda.anaconda.org/conda-forge/noarch/dask-2026.3.0-pyhc364b38_0.conda#f9761ef056ba0ccef16e01cfceee62c2
 https://conda.anaconda.org/conda-forge/noarch/dask-geopandas-0.5.0-pyhd8ed1ab_0.conda#d8418f752b445db63ba080fd15f2c34a
diff --git a/conda-lock.yml b/conda-lock.yml
index 1310a8e..b39323a 100644
--- a/conda-lock.yml
+++ b/conda-lock.yml
@@ -13,7 +13,7 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: ff0d34076e60748535748e8b8643e75d4ca7b5aaeea47cd1647efca7e0c234ea
+    linux-64: 93e67c67968ce2df27ca9ab15efa7c7b6b41318226777ec631e1865509f04a42
   channels:
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     used_env_vars: []
@@ -71,23 +71,23 @@ package:
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   optional: false
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-  version: 3.3.0
+  version: 3.6.0
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     aioitertools: '>=0.5.1,<1.0.0'
-    botocore: '>=1.42.62,<1.42.71'
+    botocore: '>=1.42.90,<1.43.1'
     jmespath: '>=0.7.1,<2.0.0'
     multidict: '>=6.0.0,<7.0.0'
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     typing_extensions: '>=4.14.0,<5.0.0'
     wrapt: '>=1.10.10,<3.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-3.3.0-pyhcf101f3_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-3.6.0-pyhcf101f3_1.conda
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 - name: aiohappyeyeballs
@@ -234,7 +234,7 @@ package:
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+  version: 0.11.0
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@@ -242,10 +242,10 @@ package:
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     python: '>=3.10'
     typing_extensions: '>=4.2.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/anywidget-0.10.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/anywidget-0.11.0-pyhd8ed1ab_0.conda
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 - name: aom
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   category: main
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-- name: async_generator
-  version: '1.10'
-  manager: conda
-  platform: linux-64
-  dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/async_generator-1.10-pyhd8ed1ab_2.conda
-  hash:
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 - name: attr
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@@ -843,7 +831,7 @@ package:
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 - name: backports.zstd
-  version: 1.3.0
+  version: 1.4.0
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@@ -852,10 +840,10 @@ package:
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     zstd: '>=1.5.7,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py312h90b7ffd_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.4.0-py312h90b7ffd_0.conda
   hash:
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 - name: beautifulsoup4
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 - name: boto3
-  version: 1.42.70
+  version: 1.43.0
   manager: conda
   platform: linux-64
   dependencies:
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+    botocore: '>=1.43.0,<1.44.0'
     jmespath: '>=0.7.1,<2.0.0'
     python: '>=3.10'
-    s3transfer: '>=0.16.0,<0.17.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.42.70-pyhd8ed1ab_0.conda
+    s3transfer: '>=0.17.0,<0.18.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.43.0-pyhd8ed1ab_0.conda
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 - name: botocore
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+  version: 1.43.0
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-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.42.70-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.43.0-pyhd8ed1ab_0.conda
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+  version: 0.12.47
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     numpy: '>=1.10.4'
-    pandas: '>=1.0.0,<3.0.0'
+    pandas: '>=1.0.0'
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     traittypes: '>=0.0.6'
-  url: https://conda.anaconda.org/conda-forge/noarch/bqplot-0.12.45-pyhe01879c_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/bqplot-0.12.47-pyhcf101f3_0.conda
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@@ -1129,15 +1117,15 @@ package:
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+  version: 2026.4.22
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-  url: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.4.22-hbd8a1cb_0.conda
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+  version: 7.1.1
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-  url: https://conda.anaconda.org/conda-forge/noarch/cachetools-7.0.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/cachetools-7.1.1-pyhd8ed1ab_0.conda
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+  version: 2026.4.22
   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.2.25-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.4.22-pyhd8ed1ab_0.conda
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 - name: certipy
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-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/certipy-0.2.2-pyhd8ed1ab_0.conda
+    python: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/certipy-0.2.3-pyhcf101f3_0.conda
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@@ -1390,16 +1378,16 @@ package:
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 - name: click
-  version: 8.3.2
+  version: 8.3.3
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   platform: linux-64
   dependencies:
     __unix: ''
     python: '>=3.10'
-  url: https://conda.anaconda.org/conda-forge/noarch/click-8.3.2-pyhc90fa1f_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/click-8.3.3-pyhc90fa1f_0.conda
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 - name: click-plugins
@@ -1484,15 +1472,15 @@ package:
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+  version: 3.2.1
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   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/colorcet-3.1.0-pyhd8ed1ab_1.conda
+    python: '>=3.10'
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@@ -2039,7 +2027,7 @@ package:
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+  version: 1.7.24
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     python: '>=3.10'
     requests: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/earthengine-api-1.7.21-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/earthengine-api-1.7.24-pyhd8ed1ab_0.conda
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+    libgcc: '>=14'
     libzlib: '>=1.3.1,<2.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
   hash:
-    md5: 86bc20552bf46075e3d92b67f089172d
-    sha256: 1544760538a40bcd8ace2b1d8ebe3eb5807ac268641f8acdc18c69c5ebfeaf64
+    md5: cffd3bdd58090148f4cfcd831f4b26ab
+    sha256: cafeec44494f842ffeca27e9c8b0c27ed714f93ac77ddadc6aaf726b5554ebac
   category: main
   optional: false
 - name: toml
@@ -13372,12 +13343,12 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    python: '>=3.10'
+    python: ''
     typing_extensions: '>=4.12.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/typing-inspection-0.4.2-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/typing-inspection-0.4.2-pyhcf101f3_2.conda
   hash:
-    md5: a0a4a3035667fc34f29bfbd5c190baa6
-    sha256: 70db27de58a97aeb7ba7448366c9853f91b21137492e0b4430251a1870aa8ff4
+    md5: 53f5409c5cfd6c5a66417d68e3f0a864
+    sha256: 8b90d2f19f9458b8c58a55e1fcdc1d90c1603a847a47654d8a454549413ba60a
   category: main
   optional: false
 - name: typing_extensions
@@ -13419,16 +13390,16 @@ package:
   category: main
   optional: false
 - name: tzcode
-  version: 2026a
+  version: 2026b
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     libgcc: '>=14'
-  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2026a-h280c20c_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2026b-h280c20c_0.conda
   hash:
-    md5: f5d19b545429f71523bbebd79e4ce612
-    sha256: 890eadf205f2d5b1471c9beec84784cb050ebe8dc363fd6f94b835161d762474
+    md5: 5c5f9b9bad2a0852ffa38833ba2a1c7d
+    sha256: 35da5b89561ed93629f751f111a092abcaaa9fdc516e09e9b4ab9880756a1871
   category: main
   optional: false
 - name: tzdata
@@ -13598,7 +13569,7 @@ package:
   category: main
   optional: false
 - name: uvicorn
-  version: 0.44.0
+  version: 0.46.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -13607,14 +13578,14 @@ package:
     h11: '>=0.8'
     python: ''
     typing_extensions: '>=4.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.44.0-pyhc90fa1f_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.46.0-pyhc90fa1f_0.conda
   hash:
-    md5: 83d36e00ae3614c8c3bb0e55e24c7f50
-    sha256: a1db6280c2bee294e625bd3026f0b0792e8f21454d105baa530a28effd8d8d09
+    md5: 12fa73aae56b7ce068db549fd542fb32
+    sha256: ba0060f57192ccef46ad722537a50a2b23d4e9c6793e714177ae1b3f73673dcb
   category: main
   optional: false
 - name: voila
-  version: 0.5.11
+  version: 0.5.12
   manager: conda
   platform: linux-64
   dependencies:
@@ -13624,13 +13595,13 @@ package:
     jupyterlab_server: '>=2.3.0,<3'
     nbclient: '>=0.4.0'
     nbconvert: '>=6.4.5,<8'
-    python: '>=3.9'
+    python: '>=3.10'
     traitlets: '>=5.0.3,<6'
     websockets: '>=9'
-  url: https://conda.anaconda.org/conda-forge/noarch/voila-0.5.11-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/voila-0.5.12-pyhd8ed1ab_0.conda
   hash:
-    md5: 2a1de13cdf50ded5f8046f8f007b8bf1
-    sha256: 9766b970d848d9902a94e4a7b904d9331eb60658f427d73c8493501ad5c894f9
+    md5: 5ed444310cecbb6697cdf71e9a7f43e4
+    sha256: bf3a0a5c76ca24daabb57c5040d5c4ac33de8ee58b966f9d9d15431db2fd4df2
   category: main
   optional: false
 - name: wayland
@@ -13769,16 +13740,16 @@ package:
   category: main
   optional: false
 - name: wheel
-  version: 0.46.3
+  version: 0.47.0
   manager: conda
   platform: linux-64
   dependencies:
     packaging: '>=24.0'
     python: '>=3.10'
-  url: https://conda.anaconda.org/conda-forge/noarch/wheel-0.46.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/wheel-0.47.0-pyhd8ed1ab_0.conda
   hash:
-    md5: bdbd7385b4a67025ac2dba4ef8cb6a8f
-    sha256: d6cf2f0ebd5e09120c28ecba450556ce553752652d91795442f0e70f837126ae
+    md5: d0e3b2f0030cf4fca58bde71d246e94c
+    sha256: 9e156ffaefb8463437144326ada4b85d1de17961b9997ac5f1cbbaf747bd8bed
   category: main
   optional: false
 - name: whitebox
@@ -13845,7 +13816,7 @@ package:
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/x264-1%21164.3095-h166bdaf_2.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/x264-1!164.3095-h166bdaf_2.tar.bz2
   hash:
     md5: 6c99772d483f566d59e25037fea2c4b1
     sha256: 175315eb3d6ea1f64a6ce470be00fa2ee59980108f246d3072ab8b977cb048a5
@@ -13865,18 +13836,18 @@ package:
   category: main
   optional: false
 - name: xarray
-  version: 2026.2.0
+  version: 2026.4.0
   manager: conda
   platform: linux-64
   dependencies:
     numpy: '>=1.26'
-    packaging: '>=24.1'
+    packaging: '>=24.2'
     pandas: '>=2.2'
     python: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/xarray-2026.2.0-pyhcf101f3_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xarray-2026.4.0-pyhc364b38_0.conda
   hash:
-    md5: b1b3a2477c1b888f15bbef01d7a9615f
-    sha256: 1d49f2c80c63913c5a9a525b64434a30cf1386502d0f24607db61bd46fa36a40
+    md5: 099794df685f800c3f319ff4742dc1bb
+    sha256: 9f5f5905afea6e0188aa6887aed0809033143343a7af06983f4b390c2286d2d7
   category: main
   optional: false
 - name: xcb-util
@@ -13884,12 +13855,13 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-    libxcb: '>=1.16,<2.0.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-0.4.1-hb711507_2.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    libxcb: '>=1.17.0,<2.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xcb-util-0.4.1-h4f16b4b_2.conda
   hash:
-    md5: 8637c3e5821654d0edf97e2b0404b443
-    sha256: 416aa55d946ce4ab173ab338796564893a2f820e80e04e098ff00c25fb981263
+    md5: fdc27cb255a7a2cc73b7919a968b48f0
+    sha256: ad8cab7e07e2af268449c2ce855cbb51f43f4664936eff679b1f3862e6e4b01d
   category: main
   optional: false
 - name: xcb-util-cursor
@@ -14386,18 +14358,18 @@ package:
   category: main
   optional: false
 - name: ypywidgets
-  version: 0.9.7
+  version: 0.9.8
   manager: conda
   platform: linux-64
   dependencies:
     comm: '>=0.1.4,<1'
     pycrdt: '>=0.9.0,<0.13.0'
-    python: '>=3.9'
+    python: '>=3.10'
     reacttrs: '>=0.2.1,<0.3.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/ypywidgets-0.9.7-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/ypywidgets-0.9.8-pyhd8ed1ab_0.conda
   hash:
-    md5: c3b6d6b2cbbb712fd87db61b2f9ba256
-    sha256: 2629f814e51dadad94a4feb3d18884ac6a85c164af2b6fe156ba9153b62a5e39
+    md5: 2421fb712d83bfba78e3d30efe1abf57
+    sha256: a32fbeb8dbb3b33777583093eb4f24a5c0615e4dcc490ad65f1204e047de1fa4
   category: main
   optional: false
 - name: zarr
@@ -14460,15 +14432,15 @@ package:
   category: main
   optional: false
 - name: zipp
-  version: 3.23.0
+  version: 3.23.1
   manager: conda
   platform: linux-64
   dependencies:
     python: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.0-pyhcf101f3_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.23.1-pyhcf101f3_0.conda
   hash:
-    md5: 30cd29cb87d819caead4d55184c1d115
-    sha256: b4533f7d9efc976511a73ef7d4a2473406d7f4c750884be8e8620b0ce70f4dae
+    md5: e1c36c6121a7c9c76f2f148f1e83b983
+    sha256: 523616c0530d305d2216c2b4a8dfd3872628b60083255b89c5e0d8c42e738cca
   category: main
   optional: false
 - name: zlib
diff --git a/environment.yml b/environment.yml
index 301fafd..0bb4b5d 100644
--- a/environment.yml
+++ b/environment.yml
@@ -8,7 +8,7 @@ dependencies:
   - python=3.12 # if changing, also change in .binder/environment.yml
 
   # Required until https://github.com/jupyterhub/repo2docker/pull/1196 is merged
-  - jupyterhub-singleuser~=4.0
+  - jupyterhub-singleuser~=5.0
 
   # nbgitpuller is very helpful when distributing user content
   - nbgitpuller>=1.2