diff --git a/base-notebook/conda-linux-64.lock b/base-notebook/conda-linux-64.lock
index 03a4ccda..3a023cf2 100644
--- a/base-notebook/conda-linux-64.lock
+++ b/base-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
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 # platform: linux-64
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+# input_hash: 0ed63633b6c4b65c3aa7a4ccd1da893165d0e98cf5b09b44cca8688cb8f201e7
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 https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.38-pyha770c72_0.conda#59ba1bf8ea558751a0d391249a248765
-https://conda.anaconda.org/conda-forge/noarch/pyopenssl-23.0.0-pyhd8ed1ab_0.conda#d41957700e83bbb925928764cb7f8878
+https://conda.anaconda.org/conda-forge/noarch/pyopenssl-23.1.1-pyhd8ed1ab_0.conda#0b34aa3ab7e7ccb1765a03dd9ed29938
 https://conda.anaconda.org/conda-forge/noarch/ypy-websocket-0.8.2-pyhd8ed1ab_0.conda#5ee5ad3af20138020065985de57f0711
+https://conda.anaconda.org/conda-forge/linux-64/aws-sdk-cpp-1.10.57-h17c43bd_8.conda#a318ddbd962b0ec5639cc4fb7e9b2230
 https://conda.anaconda.org/conda-forge/noarch/certipy-0.1.3-py_0.tar.bz2#23486713ef5712923e7c57cae609b22e
-https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.0.3-pyhd8ed1ab_0.conda#c279256b9f2195976b0168585a5adc79
-https://conda.anaconda.org/conda-forge/noarch/nbformat-5.7.3-pyhd8ed1ab_0.conda#9714111cb6c7dbbc9a9f34de205c2f29
+https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.2.0-pyhd8ed1ab_0.conda#58ca2d50c3b27b86fd7df62eaadbf9a9
+https://conda.anaconda.org/conda-forge/noarch/nbformat-5.8.0-pyhd8ed1ab_0.conda#1ca43103a08456b19222d93fd9d119ac
 https://conda.anaconda.org/conda-forge/noarch/prompt_toolkit-3.0.38-hd8ed1ab_0.conda#45b74f64d8808eda7e6f6e6b1d641fd2
-https://conda.anaconda.org/conda-forge/noarch/urllib3-1.26.14-pyhd8ed1ab_0.conda#01f33ad2e0aaf6b5ba4add50dad5ad29
-https://conda.anaconda.org/conda-forge/noarch/distributed-2023.3.0-pyhd8ed1ab_0.conda#6ca8ed418961a91d76965268b6f4aa5b
-https://conda.anaconda.org/conda-forge/noarch/ipython-8.11.0-pyh41d4057_0.conda#c8f4db8b2fc42692b3b7f1e348b2ab59
-https://conda.anaconda.org/conda-forge/noarch/nbclient-0.7.2-pyhd8ed1ab_0.conda#6c7b0d75b66a220274bb5a28c23197f2
-https://conda.anaconda.org/conda-forge/noarch/requests-2.28.2-pyhd8ed1ab_0.conda#11d178fc55199482ee48d6812ea83983
-https://conda.anaconda.org/conda-forge/noarch/dask-2023.3.0-pyhd8ed1ab_0.conda#aab5cea04004860e804de5bb3337f183
-https://conda.anaconda.org/conda-forge/noarch/ipykernel-6.21.2-pyh210e3f2_0.conda#f4c469f01c4aa05f77ab2f70c2fbbef2
+https://conda.anaconda.org/conda-forge/noarch/urllib3-1.26.15-pyhd8ed1ab_0.conda#27db656619a55d727eaf5a6ece3d2fd6
+https://conda.anaconda.org/conda-forge/noarch/distributed-2023.3.1-pyhd8ed1ab_0.conda#f115c48a59b7650876187e32ebaa5e03
+https://conda.anaconda.org/conda-forge/noarch/ipython-8.12.0-pyh41d4057_0.conda#e89d0c5836e45f9e6a66c5c24fc9ef35
+https://conda.anaconda.org/conda-forge/linux-64/libarrow-11.0.0-h93537a5_13_cpu.conda#49d5c8c33c0d1db3362058d45da6af69
+https://conda.anaconda.org/conda-forge/noarch/nbclient-0.7.3-pyhd8ed1ab_0.conda#c0fc37e46631976abbad0bcfa29efe4b
+https://conda.anaconda.org/conda-forge/noarch/requests-2.28.2-pyhd8ed1ab_1.conda#3bfbd6ead1d7299ed46dab3a7bf0bc8c
+https://conda.anaconda.org/conda-forge/linux-64/arrow-cpp-11.0.0-ha770c72_13_cpu.conda#26ab48029304dce678b7084206415e03
+https://conda.anaconda.org/conda-forge/noarch/ipykernel-6.22.0-pyh210e3f2_0.conda#1b463a5f4b7c83f509f6a1168a6ef554
 https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-3.1.1-pyh2a2186d_0.conda#78fc5dfd4577a7ba172fa65eb64b6afb
-https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.2.9-pyhd8ed1ab_0.conda#a9e1826152e79416db71c51b0d3af28c
-https://conda.anaconda.org/conda-forge/noarch/dask-gateway-2023.1.1-pyh8af1aa0_0.conda#cc31948b0296541ca2f4e7cd0f2ba966
+https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.3.1-pyhd8ed1ab_0.conda#1cd37f906fc423d6ebf6fd63c1a49290
 https://conda.anaconda.org/conda-forge/noarch/ipywidgets-8.0.4-pyhd8ed1ab_0.conda#9dea5ab3cc33084f7a3680a98859731e
-https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.3.0-pyhd8ed1ab_0.conda#644c60cdd1e85407fc28b9085438c7a0
-https://conda.anaconda.org/conda-forge/noarch/nbconvert-pandoc-7.2.9-pyhd8ed1ab_0.conda#4a8dc94c7c2f3736dc4b91ec345d5b4b
+https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.5.0-pyhd8ed1ab_0.conda#7fa3bd3d8dee42934f63711e9fbe959a
+https://conda.anaconda.org/conda-forge/noarch/nbconvert-pandoc-7.3.1-pyhd8ed1ab_0.conda#28d58c9f73807af6cf19cab5d1d51b47
+https://conda.anaconda.org/conda-forge/noarch/parquet-cpp-1.5.1-2.tar.bz2#79a5f78c42817594ae016a7896521a97
 https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-3.2.2-pyhd8ed1ab_0.tar.bz2#77b213af8a32bdc5b25c0c3fde58f889
-https://conda.anaconda.org/conda-forge/noarch/jupyter_server_fileid-0.8.0-pyhd8ed1ab_0.conda#15e37b2cedb857ecc14ba684bb08321d
-https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.19.0-pyhd8ed1ab_0.conda#9dc0706ec2f8e13b7a0db9d6a19051ff
-https://conda.anaconda.org/conda-forge/noarch/nbconvert-7.2.9-pyhd8ed1ab_0.conda#523aaa3affb003ab0e68dbc24c9027f4
+https://conda.anaconda.org/conda-forge/noarch/jupyter_server_fileid-0.9.0-pyhd8ed1ab_0.conda#a12525b037a703d7f4512da737d700e6
+https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.22.1-pyhd8ed1ab_0.conda#fc7172a6742a7c3c4331ddd7ed463ffc
+https://conda.anaconda.org/conda-forge/noarch/nbconvert-7.3.1-pyhd8ed1ab_0.conda#42131a78cf4826ee071afab7d29442ce
 https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.2-pyhd8ed1ab_0.tar.bz2#40be846cd4e78672a40e43db9dae753c
-https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.04-hd8ed1ab_0.conda#a194b2f534e5dfc64c23ba2fe197bbae
+https://conda.anaconda.org/conda-forge/linux-64/pyarrow-11.0.0-py310h633f555_13_cpu.conda#502e78eaa1dd2577a06d210a6d5b2890
+https://conda.anaconda.org/conda-forge/noarch/dask-2023.3.1-pyhd8ed1ab_0.conda#df7b408dafa227e7f933addd71d8a5ed
 https://conda.anaconda.org/conda-forge/noarch/jupyter_server_ydoc-0.6.1-pyhd8ed1ab_0.conda#5e7c218ead368b3c9fffa57a35c16446
-https://conda.anaconda.org/conda-forge/noarch/nbclassic-0.5.2-pyhd8ed1ab_0.conda#c5039404bd47fbdc811b5e9282c51afe
-https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.2-pyha770c72_1.tar.bz2#7bf26ca095481f206e6f9dd7681085fe
+https://conda.anaconda.org/conda-forge/noarch/nbclassic-0.5.5-pyhb4ecaf3_1.conda#a29d9080cb29c25b6a36c1d2f3da3ece
+https://conda.anaconda.org/conda-forge/noarch/dask-gateway-2023.1.1-pyh8af1aa0_0.conda#cc31948b0296541ca2f4e7cd0f2ba966
+https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.4-pyha770c72_0.conda#ec4ce3ce0a55ce21b6f5b86049b97af9
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-3.6.1-pyhd8ed1ab_0.conda#c7de31a5b57a9fc1aa4d3fb9993819c6
 https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.1.1-pyhd8ed1ab_0.tar.bz2#a2c72cf8c5fb4cd269bff97e9bf196e8
+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.11-hd8ed1ab_0.conda#545755e397ff441f119c52e0728d5ca3
 https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.1.0-pyhd8ed1ab_0.conda#a323c077b8c653007d6fe3a340b01240
 https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-3.1.1-pyh2a2186d_0.conda#6d0a3394efe9ff7c0ad1ed03a6ca3720
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.05-hd8ed1ab_0.conda#7f557ff127741e7f5aadc84be2a2c586
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda#9e4d3e6524af970ff0a68617eb6da9a0
diff --git a/base-notebook/conda-lock.yml b/base-notebook/conda-lock.yml
index 14cc1e4d..53cd134e 100644
--- a/base-notebook/conda-lock.yml
+++ b/base-notebook/conda-lock.yml
@@ -7,7 +7,7 @@
 # Install this environment as "YOURENV" with:
 #     conda-lock install -n YOURENV --file 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
+#     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:
 #     conda-lock -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/base-notebook/environment.yml --lockfile conda-lock.yml
 metadata:
@@ -17,7 +17,7 @@ metadata:
   - url: nodefaults
     used_env_vars: []
   content_hash:
-    linux-64: 1213f628b4f5e1dad58afd941c0514cbc2ccdfa9f8afb2dac0e3ca2db33b1dc4
+    linux-64: 0ed63633b6c4b65c3aa7a4ccd1da893165d0e98cf5b09b44cca8688cb8f201e7
   platforms:
   - linux-64
   sources:
@@ -92,14 +92,14 @@ package:
 - category: main
   dependencies: {}
   hash:
-    md5: 51fc4fcfb19f5d95ffc8c339db5068e8
-    sha256: 0bfae0b9962bc0dbf79048f9175b913ed4f53c4310d06708dc7acbb290ad82f6
+    md5: 939e3e74d8be4dac89ce83b20de2492a
+    sha256: 0449138224adfa125b220154408419ec37c06b0b49f63c5954724325903ecf55
   manager: conda
   name: tzdata
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda
+  version: 2023c
 - category: main
   dependencies:
     libgfortran5: 12.2.0 h337968e_19
@@ -150,6 +150,18 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-12.2.0-h65d4601_19.tar.bz2
   version: 12.2.0
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
+    md5: 2512d4aa4007fdf7b705713d73bf6967
+    sha256: b88afdc776088f95e47212c638cd4baaa88589e241883102647786f760a46e2e
+  manager: conda
+  name: aws-c-common
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.8.14-h0b41bf4_0.conda
+  version: 0.8.14
 - category: main
   dependencies:
     libgcc-ng: '>=9.3.0'
@@ -162,6 +174,31 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h7f98852_4.tar.bz2
   version: 1.0.8
+- category: main
+  dependencies:
+    libgcc-ng: '>=9.4.0'
+  hash:
+    md5: f26ef8098fab1f719c91eb760d63381a
+    sha256: ee735e60d2cf68e5635df17847e97b505a752985d10581d2438203e7c0f44c15
+  manager: conda
+  name: c-ares
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.18.1-h7f98852_0.tar.bz2
+  version: 1.18.1
+- category: main
+  dependencies:
+    libgcc-ng: '>=7.5.0'
+    libstdcxx-ng: '>=7.5.0'
+  hash:
+    md5: cddaf2c63ea4a5901cf09524c490ecdc
+    sha256: a853c0cacf53cfc59e1bca8d6e5cdfe9f38fce836f08c2a69e35429c2a492e77
+  manager: conda
+  name: gflags
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/gflags-2.2.2-he1b5a44_1004.tar.bz2
+  version: 2.2.2
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -174,6 +211,18 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/jpeg-9e-h0b41bf4_3.conda
   version: 9e
+- category: main
+  dependencies:
+    libgcc-ng: '>=10.3.0'
+  hash:
+    md5: 30186d27e2c9fa62b45fb1476b7200e3
+    sha256: 150c05a6e538610ca7c43beb3a40d65c90537497a4f6a5f4d15ec0451b6f5ebb
+  manager: conda
+  name: keyutils
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.1-h166bdaf_0.tar.bz2
+  version: 1.6.1
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -190,15 +239,65 @@ package:
 - category: main
   dependencies:
     libgcc-ng: '>=12'
+    libstdcxx-ng: '>=12'
   hash:
-    md5: 5cc781fd91968b11a8a7fdbee0982676
-    sha256: f9983a8ea03531f2c14bce76c870ca325c0fddf0c4e872bff1f78bc52624179c
+    md5: a1c65f83198fd8d0328c0a6482c6f31b
+    sha256: 6bbe4083ba3706749bb8b9ac893ab2506e455c122bf46dc68315bdfd978a420e
+  manager: conda
+  name: libabseil
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20230125.0-cxx17_hcb278e6_1.conda
+  version: '20230125.0'
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
+    md5: 9194c9bf9428035a05352d031462eae4
+    sha256: ddc961a36d498aaafd5b71078836ad5dd247cc6ba7924157f3801a2f09b77b14
+  manager: conda
+  name: libbrotlicommon
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.0.9-h166bdaf_8.tar.bz2
+  version: 1.0.9
+- category: main
+  dependencies:
+    libgcc-ng: '>=9.4.0'
+    libstdcxx-ng: '>=9.4.0'
+  hash:
+    md5: c965a5aa0d5c1c37ffc62dff36e28400
+    sha256: fd1d153962764433fe6233f34a72cdeed5dcf8a883a85769e8295ce940b5b0c5
+  manager: conda
+  name: libcrc32c
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2
+  version: 1.1.2
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
+    md5: 6aa9c9de5542ecb07fdda9ca626252d8
+    sha256: 949d84ceea543802c1e085b2aa58f1d6cb5dd8cec5a9abaaf4e8ac65d6094b3a
   manager: conda
   name: libdeflate
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.17-h0b41bf4_0.conda
-  version: '1.17'
+  url: https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.18-h0b41bf4_0.conda
+  version: '1.18'
+- category: main
+  dependencies:
+    libgcc-ng: '>=7.5.0'
+  hash:
+    md5: 6f8720dff19e17ce5d48cfe7f3d2f0a3
+    sha256: 8c9635aa0ea28922877dc96358f9547f6a55fc7e2eb75a556b05f1725496baf9
+  manager: conda
+  name: libev
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2
+  version: '4.33'
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -215,14 +314,14 @@ package:
   dependencies:
     libgcc-ng: '>=12'
   hash:
-    md5: b4f717df2d377410b462328bf0e8fb7d
-    sha256: 0d8b666ca4deabf948a76654df0fa1277145bed1c9e8a58e18a649c22c5f1c3e
+    md5: 1edd9e67bdb90d78cea97733ff6b54e6
+    sha256: b19de7bda34eac4fa931be11fa8d7640cdf1441dfd51c91786586a4a4c64c92f
   manager: conda
   name: libjpeg-turbo
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-2.1.4-h166bdaf_0.tar.bz2
-  version: 2.1.4
+  url: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-2.1.5.1-h0b41bf4_0.conda
+  version: 2.1.5.1
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -235,6 +334,18 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.0-h7f98852_0.tar.bz2
   version: 2.0.0
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
+    md5: 28bfe2cb11357ccc5be21101a6b7ce86
+    sha256: 814a50cba215548ec3ebfb53033ffb9b3b070b2966570ff44910b8d9ba1c359d
+  manager: conda
+  name: libnuma
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda
+  version: 2.0.16
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -263,28 +374,40 @@ package:
   version: 1.0.18
 - category: main
   dependencies:
-    libgcc-ng: '>=9.3.0'
+    libgcc-ng: '>=12'
+  hash:
+    md5: ede4266dc02e875fe1ea77b25dd43747
+    sha256: 49082ee8d01339b225f7f8c60f32a2a2c05fe3b16f31b554b4fb2c1dea237d1c
+  manager: conda
+  name: libutf8proc
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libutf8proc-2.8.0-h166bdaf_0.tar.bz2
+  version: 2.8.0
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
   hash:
-    md5: 772d69f030955d9646d3d0eaf21d859d
-    sha256: 54f118845498353c936826f8da79b5377d23032bcac8c4a02de2019e26c3f6b3
+    md5: 40b61aab5c7ba9ff276c41cfffe6b80b
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   manager: conda
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   url: https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-h36c2ea0_1001.tar.bz2
   version: '0.4'
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 - category: main
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   url: https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-16_linux64_openblas.tar.bz2
   version: 3.9.0
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   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.39-h753d276_0.conda
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   url: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.40.0-h753d276_0.tar.bz2
   version: 3.40.0
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 - category: main
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   url: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.12-h27826a3_0.tar.bz2
   version: 8.6.12
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 - category: main
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   version: 4.3.4
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   version: 3.9.0
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-  url: https://conda.anaconda.org/conda-forge/noarch/nbconvert-7.2.9-pyhd8ed1ab_0.conda
-  version: 7.2.9
+  url: https://conda.anaconda.org/conda-forge/noarch/nbconvert-7.3.1-pyhd8ed1ab_0.conda
+  version: 7.3.1
 - category: main
   dependencies:
     jupyter_server: '>=1.8,<3'
@@ -2785,18 +3420,44 @@ package:
   version: 0.2.2
 - category: main
   dependencies:
-    dask: 2023.3.0.*
-    dask-gateway: 2023.1.1.*
-    distributed: 2023.3.0.*
+    gflags: '>=2.2.2,<2.3.0a0'
+    libarrow: 11.0.0 h93537a5_13_cpu
+    libgcc-ng: '>=12'
+    libstdcxx-ng: '>=12'
+    numpy: '>=1.21.6,<2.0a0'
+    parquet-cpp: 1.5.1.*
+    python: '>=3.10,<3.11.0a0'
+    python_abi: 3.10.* *_cp310
   hash:
-    md5: a194b2f534e5dfc64c23ba2fe197bbae
-    sha256: b034e90fb9fa317b6dd6c398d4243b7198e04ee28eeb6f9a4864c6d2add50b73
+    md5: 502e78eaa1dd2577a06d210a6d5b2890
+    sha256: cb06e1d7a047add79fa7a31f3965393f125f8ae96f10c64d91836662f48e9318
   manager: conda
-  name: pangeo-dask
+  name: pyarrow
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/pyarrow-11.0.0-py310h633f555_13_cpu.conda
+  version: 11.0.0
+- category: main
+  dependencies:
+    bokeh: '>=2.4.2,<3'
+    cytoolz: '>=0.8.2'
+    dask-core: '>=2023.3.1,<2023.3.2.0a0'
+    distributed: '>=2023.3.1,<2023.3.2.0a0'
+    jinja2: '>=2.10.3'
+    lz4: '>=4.3.2'
+    numpy: '>=1.21'
+    pandas: '>=1.3'
+    pyarrow: '>=7.0'
+    python: '>=3.8'
+  hash:
+    md5: df7b408dafa227e7f933addd71d8a5ed
+    sha256: 76c7451699998dc32739af781e946788bc387f6d7ad7119f00bc2f646d5523f1
+  manager: conda
+  name: dask
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.04-hd8ed1ab_0.conda
-  version: 2023.03.04
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2023.3.1-pyhd8ed1ab_0.conda
+  version: 2023.3.1
 - category: main
   dependencies:
     jupyter_server_fileid: '>=0.6.0,<1'
@@ -2833,14 +3494,32 @@ package:
     tornado: '>=6.1'
     traitlets: '>=4.2.1'
   hash:
-    md5: c5039404bd47fbdc811b5e9282c51afe
-    sha256: 1fa05d2c8b7c6ba59008d75687a41c5a4007d7fa02acd22b69ec0d53b08f51bb
+    md5: a29d9080cb29c25b6a36c1d2f3da3ece
+    sha256: 1ea90fb8c65b093f3805049e9597b42a0c351734a5907745f97a93aa95b48476
   manager: conda
   name: nbclassic
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/nbclassic-0.5.2-pyhd8ed1ab_0.conda
-  version: 0.5.2
+  url: https://conda.anaconda.org/conda-forge/noarch/nbclassic-0.5.5-pyhb4ecaf3_1.conda
+  version: 0.5.5
+- category: main
+  dependencies:
+    aiohttp: ''
+    click: ''
+    dask: '>=2022.4.0'
+    distributed: '>=2022.4.0'
+    python: '>=3.8'
+    pyyaml: ''
+    tornado: ''
+  hash:
+    md5: cc31948b0296541ca2f4e7cd0f2ba966
+    sha256: b5ac149d1c6555c4220902876c08d41b11c5d94f98c49b268be38844acca0ba3
+  manager: conda
+  name: dask-gateway
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-gateway-2023.1.1-pyh8af1aa0_0.conda
+  version: 2023.1.1
 - category: main
   dependencies:
     argon2-cffi: ''
@@ -2861,14 +3540,14 @@ package:
     tornado: '>=6.1'
     traitlets: '>=4.2.1'
   hash:
-    md5: 7bf26ca095481f206e6f9dd7681085fe
-    sha256: 59b8f5923f5400e8d52a1bc7ad307add6953fa09f332cb745e22ef1e05b05acc
+    md5: ec4ce3ce0a55ce21b6f5b86049b97af9
+    sha256: f1fb8078ac594ff6dbca271e1432b4312cc10c16c6fbddfe77d4102c778235cf
   manager: conda
   name: notebook
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.2-pyha770c72_1.tar.bz2
-  version: 6.5.2
+  url: https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.4-pyha770c72_0.conda
+  version: 6.5.4
 - category: main
   dependencies:
     ipython: ''
@@ -2908,6 +3587,20 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.1.1-pyhd8ed1ab_0.tar.bz2
   version: 1.1.1
+- category: main
+  dependencies:
+    dask: 2023.3.1.*
+    dask-gateway: 2023.1.1.*
+    distributed: 2023.3.1.*
+  hash:
+    md5: 545755e397ff441f119c52e0728d5ca3
+    sha256: e7864dc5eca5451cc80ab59f33f51272166ae4dc0067af19b247b5b1870ebd36
+  manager: conda
+  name: pangeo-dask
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.11-hd8ed1ab_0.conda
+  version: 2023.03.11
 - category: main
   dependencies:
     bokeh: '>=1.0.0,!=2.0.0'
@@ -2947,14 +3640,14 @@ package:
     jupyterhub-singleuser: 3.1.1.*
     jupyterlab: 3.6.1.*
     nbgitpuller: 1.1.1.*
-    pangeo-dask: 2023.03.04.*
+    pangeo-dask: 2023.03.11.*
   hash:
-    md5: 7f557ff127741e7f5aadc84be2a2c586
-    sha256: 9910440ee97bf36e3244e4cea16372a973c38307004f282b99b0e5ee9faafd9e
+    md5: 9e4d3e6524af970ff0a68617eb6da9a0
+    sha256: a02bf90dc9805c9a1c8bc78a62b0e2a15c3e30c1e19e3e53d41ddc2402ebffda
   manager: conda
   name: pangeo-notebook
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.05-hd8ed1ab_0.conda
-  version: 2023.03.05
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda
+  version: 2023.03.15
 version: 1
diff --git a/base-notebook/environment.yml b/base-notebook/environment.yml
index a677a1e8..bde51fab 100644
--- a/base-notebook/environment.yml
+++ b/base-notebook/environment.yml
@@ -4,5 +4,5 @@ channels:
   - nodefaults
 dependencies:
   - python=3.10
-  - pangeo-notebook=2023.03.05
+  - pangeo-notebook=2023.03.15
   - pip
diff --git a/base-notebook/packages.txt b/base-notebook/packages.txt
index ff70883b..6d98ef1a 100644
--- a/base-notebook/packages.txt
+++ b/base-notebook/packages.txt
@@ -7,24 +7,39 @@ aiofiles==22.1.0
 aiohttp==3.8.4
 aiosignal==1.3.1
 aiosqlite==0.18.0
-alembic==1.9.4
+alembic==1.10.3
 anyio==3.6.2
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
+arrow-cpp==11.0.0
 asttokens==2.2.1
 async-timeout==4.0.2
 async_generator==1.10
 attrs==22.2.0
+aws-c-auth==0.6.26
+aws-c-cal==0.5.21
+aws-c-common==0.8.14
+aws-c-compression==0.2.16
+aws-c-event-stream==0.2.20
+aws-c-http==0.7.6
+aws-c-io==0.13.19
+aws-c-mqtt==0.8.6
+aws-c-s3==0.2.7
+aws-c-sdkutils==0.1.8
+aws-checksums==0.1.14
+aws-crt-cpp==0.19.8
+aws-sdk-cpp==1.10.57
 babel==2.12.1
 backcall==0.2.0
 backports==1.0
 backports.functools_lru_cache==1.6.4
-beautifulsoup4==4.11.2
+beautifulsoup4==4.12.2
 bleach==6.0.0
-blinker==1.5
+blinker==1.6.2
 bokeh==2.4.3
 brotlipy==0.7.0
 bzip2==1.0.8
+c-ares==1.18.1
 ca-certificates==2022.12.7
 certifi==2022.12.7
 certipy==0.1.3
@@ -32,31 +47,33 @@ cffi==1.15.1
 charset-normalizer==2.1.1
 click==8.1.3
 cloudpickle==2.2.1
-comm==0.1.2
-cryptography==39.0.2
+comm==0.1.3
+cryptography==40.0.2
 cytoolz==0.12.0
-dask==2023.3.0
-dask-core==2023.3.0
+dask==2023.3.1
+dask-core==2023.3.1
 dask-gateway==2023.1.1
 dask-labextension==6.1.0
-debugpy==1.6.6
+debugpy==1.6.7
 decorator==5.1.1
 defusedxml==0.7.1
-distributed==2023.3.0
+distributed==2023.3.1
 entrypoints==0.4
 executing==1.2.0
 flit-core==3.8.0
 freetype==2.12.1
 frozenlist==1.3.3
-fsspec==2023.3.0
+fsspec==2023.4.0
+gflags==2.2.2
+glog==0.6.0
 greenlet==2.0.2
 heapdict==1.0.1
 idna==3.4
-importlib-metadata==6.0.0
-importlib_metadata==6.0.0
+importlib-metadata==6.3.0
+importlib_metadata==6.3.0
 importlib_resources==5.12.0
-ipykernel==6.21.2
-ipython==8.11.0
+ipykernel==6.22.0
+ipython==8.12.0
 ipython_genutils==0.2.0
 ipywidgets==8.0.4
 jedi==0.18.2
@@ -65,43 +82,63 @@ jpeg==9e
 json5==0.9.5
 jsonschema==4.17.3
 jupyter-server-proxy==3.2.2
-jupyter_client==8.0.3
-jupyter_core==5.2.0
+jupyter_client==8.2.0
+jupyter_core==5.3.0
 jupyter_events==0.6.3
-jupyter_server==2.3.0
-jupyter_server_fileid==0.8.0
+jupyter_server==2.5.0
+jupyter_server_fileid==0.9.0
 jupyter_server_terminals==0.4.4
 jupyter_server_ydoc==0.6.1
 jupyter_telemetry==0.1.0
-jupyter_ydoc==0.2.2
+jupyter_ydoc==0.2.3
 jupyterhub-base==3.1.1
 jupyterhub-singleuser==3.1.1
 jupyterlab==3.6.1
 jupyterlab_pygments==0.2.2
-jupyterlab_server==2.19.0
-jupyterlab_widgets==3.0.5
-lcms2==2.14
+jupyterlab_server==2.22.1
+jupyterlab_widgets==3.0.7
+keyutils==1.6.1
+krb5==1.20.1
+lcms2==2.15
 ld_impl_linux-64==2.40
 lerc==4.0.0
+libabseil==20230125.0
+libarrow==11.0.0
 libblas==3.9.0
+libbrotlicommon==1.0.9
+libbrotlidec==1.0.9
+libbrotlienc==1.0.9
 libcblas==3.9.0
-libdeflate==1.17
+libcrc32c==1.1.2
+libcurl==8.0.1
+libdeflate==1.18
+libedit==3.1.20191231
+libev==4.33
+libevent==2.1.10
 libffi==3.4.2
 libgcc-ng==12.2.0
 libgfortran-ng==12.2.0
 libgfortran5==12.2.0
 libgomp==12.2.0
-libjpeg-turbo==2.1.4
+libgoogle-cloud==2.8.0
+libgrpc==1.52.1
+libjpeg-turbo==2.1.5.1
 liblapack==3.9.0
+libnghttp2==1.52.0
 libnsl==2.0.0
+libnuma==2.0.16
 libopenblas==0.3.21
 libpng==1.6.39
+libprotobuf==3.21.12
 libsodium==1.0.18
 libsqlite==3.40.0
+libssh2==1.10.0
 libstdcxx-ng==12.2.0
+libthrift==0.18.1
 libtiff==4.5.0
-libuuid==2.32.1
-libwebp-base==1.2.4
+libutf8proc==2.8.0
+libuuid==2.38.1
+libwebp-base==1.3.0
 libxcb==1.13
 libzlib==1.2.13
 locket==1.0.0
@@ -111,38 +148,40 @@ mako==1.2.4
 markupsafe==2.1.2
 matplotlib-inline==0.1.6
 mistune==2.0.5
-msgpack-python==1.0.4
+msgpack-python==1.0.5
 multidict==6.0.4
-nbclassic==0.5.2
-nbclient==0.7.2
-nbconvert==7.2.9
-nbconvert-core==7.2.9
-nbconvert-pandoc==7.2.9
-nbformat==5.7.3
+nbclassic==0.5.5
+nbclient==0.7.3
+nbconvert==7.3.1
+nbconvert-core==7.3.1
+nbconvert-pandoc==7.3.1
+nbformat==5.8.0
 nbgitpuller==1.1.1
 ncurses==6.3
 nest-asyncio==1.5.6
-notebook==6.5.2
+notebook==6.5.4
 notebook-shim==0.2.2
 numpy==1.24.2
 oauthlib==3.2.2
 openjpeg==2.5.0
-openssl==3.0.8
-packaging==23.0
+openssl==3.1.0
+orc==1.8.3
+packaging==23.1
 pamela==1.0.0
-pandas==1.5.3
+pandas==2.0.0
 pandoc==2.19.2
 pandocfilters==1.5.0
-pangeo-dask==2023.03.04
-pangeo-notebook==2023.03.05
+pangeo-dask==2023.03.11
+pangeo-notebook==2023.03.15
+parquet-cpp==1.5.1
 parso==0.8.3
-partd==1.3.0
+partd==1.4.0
 pexpect==4.8.0
 pickleshare==0.7.5
-pillow==9.4.0
+pillow==9.5.0
 pip==23.0.1
 pkgutil-resolve-name==1.3.10
-platformdirs==3.1.0
+platformdirs==3.2.0
 prometheus_client==0.16.0
 prompt-toolkit==3.0.38
 prompt_toolkit==3.0.38
@@ -150,34 +189,39 @@ psutil==5.9.4
 pthread-stubs==0.4
 ptyprocess==0.7.0
 pure_eval==0.2.2
+pyarrow==11.0.0
 pycparser==2.21
-pygments==2.14.0
+pygments==2.15.0
 pyjwt==2.6.0
-pyopenssl==23.0.0
+pyopenssl==23.1.1
 pyrsistent==0.19.3
 pysocks==1.7.1
-python==3.10.9
+python==3.10.10
 python-dateutil==2.8.2
 python-fastjsonschema==2.16.3
 python-json-logger==2.0.7
+python-tzdata==2023.3
 python_abi==3.10
-pytz==2022.7.1
+pytz==2023.3
 pyyaml==6.0
-pyzmq==25.0.0
-readline==8.1.2
+pyzmq==25.0.2
+re2==2023.02.02
+readline==8.2
 requests==2.28.2
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 ruamel.yaml==0.17.21
 ruamel.yaml.clib==0.2.7
+s2n==1.3.41
 send2trash==1.8.0
-setuptools==67.4.0
+setuptools==67.6.1
 simpervisor==0.4
 six==1.16.0
+snappy==1.1.10
 sniffio==1.3.0
 sortedcontainers==2.4.0
 soupsieve==2.3.2.post1
-sqlalchemy==2.0.4
+sqlalchemy==2.0.9
 stack_data==0.6.2
 tblib==1.7.0
 terminado==0.17.1
@@ -187,15 +231,16 @@ tomli==2.0.1
 toolz==0.12.0
 tornado==6.2
 traitlets==5.9.0
-typing-extensions==4.4.0
-typing_extensions==4.4.0
-tzdata==2022g
-urllib3==1.26.14
+typing-extensions==4.5.0
+typing_extensions==4.5.0
+tzdata==2023c
+ucx==1.14.0
+urllib3==1.26.15
 wcwidth==0.2.6
 webencodings==0.5.1
 websocket-client==1.5.1
-wheel==0.38.4
-widgetsnbextension==4.0.5
+wheel==0.40.0
+widgetsnbextension==4.0.7
 xorg-libxau==1.0.9
 xorg-libxdmcp==1.1.3
 xz==5.2.6
@@ -206,4 +251,5 @@ ypy-websocket==0.8.2
 zeromq==4.3.4
 zict==2.2.0
 zipp==3.15.0
+zlib==1.2.13
 zstd==1.5.2
diff --git a/forge/conda-linux-64.lock b/forge/conda-linux-64.lock
index 0e1185f0..22d175f1 100644
--- a/forge/conda-linux-64.lock
+++ b/forge/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 0feac112050e074e272a77d7ec957d46ef79ce1fe07d90c5c0d901c34a2558d5
+# input_hash: fc3db7c95200af6164db624826f1f51c7e34c5ca5ddb4e26fc74a949c7792840
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2022.12.7-ha878542_0.conda#ff9f73d45c4a07d6f424495288a26080
@@ -8,7 +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-hab24e00_0.tar.bz2#19410c3df09dfb12d1206132a1d357c5
-https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda#be28f5f7a42ca1a05dadf980e038e7fc
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda#d3ab4eec2e464e7295e19f61e46b4622
 https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.3.0-ha770c72_0.conda#bed72a66ece736ba7e7898a721738613
 https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-2.6.32-he073ed8_15.tar.bz2#5dd5127afd710f91f6a75821bac0a4f0
 https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.39-hcc3a1bd_1.conda#737be0d34c22d24432049ab7a3214de4
@@ -18,7 +18,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-12.2.0-h46fd767_19.
 https://conda.anaconda.org/conda-forge/linux-64/mpi-1.0-mpich.tar.bz2#c1fcff3417b5a22bbc4cf6e8c23648cf
 https://conda.anaconda.org/conda-forge/noarch/poppler-data-0.4.12-hd8ed1ab_0.conda#d8d7293c5b37f39b2ac32940621c6592
 https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.10-3_cp310.conda#4eb33d14d794b0f4be116443ffed3853
-https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda#51fc4fcfb19f5d95ffc8c339db5068e8
+https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda#939e3e74d8be4dac89ce83b20de2492a
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2#f766549260d6815b0c52253f1fb1bb29
 https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-12.2.0-h69a702a_19.tar.bz2#cd7a806282c16e1f2d39a7e80d3a3e0d
 https://conda.anaconda.org/conda-forge/linux-64/libgomp-12.2.0-h65d4601_19.tar.bz2#cedcee7c064c01c403f962c9e8d3c373
@@ -26,7 +26,7 @@ https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.12-he073ed8_15.
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+https://conda.anaconda.org/conda-forge/noarch/xesmf-0.7.1-pyhd8ed1ab_0.conda#3a9cc63d7bcbc8d738a0e92faf8b6c07
 https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2#facc58b60c63642243013e12236e3ea7
-https://conda.anaconda.org/conda-forge/noarch/dask-ml-2022.5.27-pyhd8ed1ab_0.tar.bz2#3559c94d05b01996f189d08cf951e97b
+https://conda.anaconda.org/conda-forge/noarch/dask-ml-2023.3.24-pyhd8ed1ab_0.conda#4dd5c17fcf1399193391abc5573c8b77
 https://conda.anaconda.org/conda-forge/noarch/gcsfs-2022.11.0-pyhd8ed1ab_0.tar.bz2#c23516ded441ef754ea1626a8485d9e0
 https://conda.anaconda.org/conda-forge/noarch/geopandas-0.12.2-pyhd8ed1ab_0.conda#ee3b330f13297f5839d46e1ca3e57d56
 https://conda.anaconda.org/conda-forge/noarch/google-cloud-bigquery-storage-2.11.0-pyh6c4a22f_0.tar.bz2#28ef07a4101ddea28bf766b95fc25128
-https://conda.anaconda.org/conda-forge/noarch/google-cloud-pubsublite-1.6.0-pyhd8ed1ab_0.tar.bz2#5c28e6be5c1e79b8f9272d5a786d0703
+https://conda.anaconda.org/conda-forge/noarch/google-cloud-pubsublite-1.8.1-pyhd8ed1ab_0.conda#16b76879fa7e9fbfc2b1166c78e1a661
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-git-0.41.0-pyhd8ed1ab_1.conda#5985549f77be4aae95bfd9e1a7916144
-https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.2-pyha770c72_1.tar.bz2#7bf26ca095481f206e6f9dd7681085fe
-https://conda.anaconda.org/conda-forge/noarch/satpy-0.39.0-pyhd8ed1ab_0.conda#85dee44b48a001bed9312b84f9da1818
+https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.4-pyha770c72_0.conda#ec4ce3ce0a55ce21b6f5b86049b97af9
+https://conda.anaconda.org/conda-forge/noarch/satpy-0.41.1-pyhd8ed1ab_0.conda#e1995a18ce614d28dd58d38ddc46b06a
 https://conda.anaconda.org/conda-forge/noarch/seaborn-0.12.2-hd8ed1ab_0.conda#50847a47c07812f88581081c620f5160
+https://conda.anaconda.org/conda-forge/noarch/xclim-0.42.0-pyhd8ed1ab_0.conda#bf0fc3d8c1c48def35e8695dea01b23c
 https://conda.anaconda.org/conda-forge/linux-64/apache-beam-with-gcp-2.43.0-py310hff52083_0.conda#345f28658584f239dd608763a19461a6
-https://conda.anaconda.org/conda-forge/noarch/geocube-0.3.3-pyhd8ed1ab_0.tar.bz2#31854e4f9ae760269a328e9b9f42abaf
+https://conda.anaconda.org/conda-forge/noarch/geocube-0.4.0-pyhd8ed1ab_0.conda#a0eec09b071302067fba2400bf37de5e
 https://conda.anaconda.org/conda-forge/noarch/intake-geopandas-0.4.0-pyhd8ed1ab_0.tar.bz2#5d6429a927d1ef3c0d26d81f5d7b31f0
-https://conda.anaconda.org/conda-forge/noarch/jupyterlab-3.5.2-pyhd8ed1ab_0.conda#6c472ca91b5c19138f8706842f0aac14
+https://conda.anaconda.org/conda-forge/noarch/jupyterlab-3.6.1-pyhd8ed1ab_0.conda#c7de31a5b57a9fc1aa4d3fb9993819c6
 https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.1.1-pyhd8ed1ab_0.tar.bz2#a2c72cf8c5fb4cd269bff97e9bf196e8
-https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.0.0-pyhd8ed1ab_0.tar.bz2#32a0ba2d4b9ed598d90463d0032aace3
-https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-3.1.0-pyh2a2186d_0.conda#7607cbc55a1bc12bc9c78ce827c7bb8e
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.01.13-hd8ed1ab_0.conda#be8dc4979954f5b4ab139cab383a1320
+https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.1.0-pyhd8ed1ab_0.conda#a323c077b8c653007d6fe3a340b01240
+https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-3.1.1-pyh2a2186d_0.conda#6d0a3394efe9ff7c0ad1ed03a6ca3720
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda#9e4d3e6524af970ff0a68617eb6da9a0
diff --git a/forge/conda-lock.yml b/forge/conda-lock.yml
index 4d607c29..8c43f647 100644
--- a/forge/conda-lock.yml
+++ b/forge/conda-lock.yml
@@ -7,7 +7,7 @@
 # Install this environment as "YOURENV" with:
 #     conda-lock install -n YOURENV --file 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
+#     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:
 #     conda-lock -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/forge/environment.yml -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/pangeo-notebook/environment.yml -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/base-notebook/environment.yml --lockfile conda-lock.yml
 metadata:
@@ -17,7 +17,7 @@ metadata:
   - url: nodefaults
     used_env_vars: []
   content_hash:
-    linux-64: 0feac112050e074e272a77d7ec957d46ef79ce1fe07d90c5c0d901c34a2558d5
+    linux-64: fc3db7c95200af6164db624826f1f51c7e34c5ca5ddb4e26fc74a949c7792840
   platforms:
   - linux-64
   sources:
@@ -94,14 +94,14 @@ package:
 - category: main
   dependencies: {}
   hash:
-    md5: be28f5f7a42ca1a05dadf980e038e7fc
-    sha256: 6c033342bfc130e62786f31609a9fccaeacddff42768eb1cc549bf6a97fa663e
+    md5: d3ab4eec2e464e7295e19f61e46b4622
+    sha256: 55487fb668057ff57b9e25adb3373f4c169e20b6d6f5874a5fa6c71b3b0a1d58
   manager: conda
   name: gh
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda
-  version: 2.22.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda
+  version: 2.25.1
 - category: main
   dependencies: {}
   hash:
@@ -204,14 +204,14 @@ package:
 - category: main
   dependencies: {}
   hash:
-    md5: 51fc4fcfb19f5d95ffc8c339db5068e8
-    sha256: 0bfae0b9962bc0dbf79048f9175b913ed4f53c4310d06708dc7acbb290ad82f6
+    md5: 939e3e74d8be4dac89ce83b20de2492a
+    sha256: 0449138224adfa125b220154408419ec37c06b0b49f63c5954724325903ecf55
   manager: conda
   name: tzdata
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda
+  version: 2023c
 - category: main
   dependencies:
     font-ttf-dejavu-sans-mono: ''
@@ -306,13 +306,13 @@ package:
     binutils_impl_linux-64: 2.39.*
     sysroot_linux-64: ''
   hash:
-    md5: b7d26ab37be17ea4c366a97138684bcb
-    sha256: acf554585c011689ce6c58472200545c9512dce1b9dfc5e853f25771c0c3e12e
+    md5: 4395b0d4f6e3553bc3b804a9a3cdb234
+    sha256: af53c690661126f81c30a9f45a69bac8e17dc84804029aa6a819956abb63cd71
   manager: conda
   name: binutils_linux-64
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_11.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_12.conda
   version: '2.39'
 - category: main
   dependencies:
@@ -401,19 +401,6 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.0.0-h166bdaf_1.tar.bz2
   version: 1.0.0
-- category: main
-  dependencies:
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  hash:
-    md5: c4fbad8d4bddeb3c085f18cbf97fbfad
-    sha256: b44db0b92ae926b3fbbcd57c179fceb64fa11a9f9d09082e03be58b74dcad832
-  manager: conda
-  name: expat
-  optional: false
-  platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-h27087fc_0.tar.bz2
-  version: 2.5.0
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -478,15 +465,15 @@ package:
   version: 2.2.2
 - category: main
   dependencies:
-    libgcc-ng: '>=7.5.0'
+    libgcc-ng: '>=12'
   hash:
-    md5: 626e68ae9cc5912d6adb79d318cf962d
-    sha256: 6ecacdbdf5cd9d2b46211b15a2f7db428ea5edd0cae9be89ccd837fc7b35643f
+    md5: 96f3b11872ef6fad973eac856cd2624f
+    sha256: 41ec165704ccce2faa0437f4f53c03c06261a2cc9ff7614828e51427d9261f4b
   manager: conda
   name: giflib
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h36c2ea0_2.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda
   version: 5.2.1
 - category: main
   dependencies:
@@ -531,13 +518,13 @@ package:
   dependencies:
     libgcc-ng: '>=12'
   hash:
-    md5: ee8b844357a0946870901c7c6f418268
-    sha256: 0110ee167e8fe386f9019f98757e299a0c42dc6ccdcce161c9bb552b79e459a3
+    md5: c7a069243e1fbe9a556ed2ec030e6407
+    sha256: 8f73194d09c9ea4a7e2b3562766b8d72125cc147b62c7cf83393e3a3bbfd581b
   manager: conda
   name: jpeg
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/jpeg-9e-h166bdaf_2.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/jpeg-9e-h0b41bf4_3.conda
   version: 9e
 - category: main
   dependencies:
@@ -675,6 +662,18 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2
   version: '4.33'
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
+    md5: 6305a3dd2752c76335295da4e581f2fd
+    sha256: 74c98a563777ae2ad71f1f74d458a8ab043cee4a513467c159ccf159d0e461f3
+  manager: conda
+  name: libexpat
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda
+  version: 2.5.0
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -861,16 +860,16 @@ package:
   version: 2.8.0
 - category: main
   dependencies:
-    libgcc-ng: '>=9.3.0'
+    libgcc-ng: '>=12'
   hash:
-    md5: 772d69f030955d9646d3d0eaf21d859d
-    sha256: 54f118845498353c936826f8da79b5377d23032bcac8c4a02de2019e26c3f6b3
+    md5: 40b61aab5c7ba9ff276c41cfffe6b80b
+    sha256: 787eb542f055a2b3de553614b25f09eefb0a0931b0c87dbcce6efdfd92f04f18
   manager: conda
   name: libuuid
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.32.1-h7f98852_1000.tar.bz2
-  version: 2.32.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
+  version: 2.38.1
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -992,27 +991,27 @@ package:
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
   hash:
-    md5: 6b6b81f9aed8c30003fba6382828e9bc
-    sha256: a7ad2c00cff0a0a6f6c516be890732d310bd5bd069b34abbaa49ee024a83b168
+    md5: 37d01894f256b2a6921c5a218f42f8a2
+    sha256: 3be6de15d40f02c9bb34d5095c65b6b3f07e04fc21a0fb63d1885f1a31de5ae2
   manager: conda
   name: openh264
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/openh264-2.3.1-h27087fc_1.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/openh264-2.3.1-hcb278e6_2.conda
   version: 2.3.1
 - category: main
   dependencies:
     ca-certificates: ''
     libgcc-ng: '>=12'
   hash:
-    md5: c5405eccf20334e57a80c1c3a9e68266
-    sha256: a04eaa66a7be75b19b1003d60228e4023d6900a77b3efe2ab53290c0dd1483bf
+    md5: a35dc66c4cee8c4399507d14cf1501b1
+    sha256: 6d8be2001695f79fe72e74a49674814a96594fe559720a44490445da5fb5f790
   manager: conda
   name: openssl
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/openssl-1.1.1s-h0b41bf4_1.conda
-  version: 1.1.1s
+  url: https://conda.anaconda.org/conda-forge/linux-64/openssl-1.1.1t-h0b41bf4_0.conda
+  version: 1.1.1t
 - category: main
   dependencies:
     libgcc-ng: '>=7.5.0'
@@ -1068,14 +1067,14 @@ package:
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
   hash:
-    md5: 48018e187dacc6002d3ede9c824238ac
-    sha256: a223b21f16f37af90f0b19593baed5c118ee819c5ae7e8fa59b47ece491c268a
+    md5: e6d228cd0bb74a51dd18f5bfce0b4115
+    sha256: 02219f2382b4fe39250627dade087a4412d811936a5a445636b7260477164eac
   manager: conda
   name: snappy
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.9-hbd366e4_2.tar.bz2
-  version: 1.1.9
+  url: https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.10-h9fff704_0.conda
+  version: 1.1.10
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -1094,14 +1093,14 @@ package:
     __glibc: '>=2.17,<3.0.a0'
     libgcc-ng: '>=12'
   hash:
-    md5: 229620ecbc0bf2f9f04b888fd3478f79
-    sha256: 69a2de90e0164155c8ac3251e610060a7227d33c52ebdb982e64fca354a87036
+    md5: 0c0533894f21c3d35697cb8378d390e2
+    sha256: 62b0d3eee4260d310f578015305834b8a588377f796e5e290ec267da8a51a027
   manager: conda
   name: tzcode
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2022g-h166bdaf_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2023c-h0b41bf4_0.conda
+  version: 2023c
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -1201,15 +1200,15 @@ package:
   version: 0.11.1
 - category: main
   dependencies:
-    libgcc-ng: '>=9.3.0'
+    libgcc-ng: '>=12'
   hash:
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-    sha256: d45c4d1c8372c546711eb3863c76d899d03a67c3edb3b5c2c46c9492814cbe03
+    md5: bce9f945da8ad2ae9b1d7165a64d0f87
+    sha256: b8dda3b560e8a7830fe23be1c58cc41f407b2e20ae2f3b6901eb5842ba62b743
   manager: conda
   name: xorg-xextproto
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h7f98852_1002.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h0b41bf4_1003.conda
   version: 7.3.0
 - category: main
   dependencies:
@@ -1263,16 +1262,16 @@ package:
   version: 1.0.0
 - category: main
   dependencies:
-    libgcc-ng: '>=10.3.0'
+    libgcc-ng: '>=12'
   hash:
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-    sha256: 42a1b13b05616a36743f68c5368667ca9dfded17cfde1878121241ec58413282
+    md5: 49e8329110001f04923fe7e864990b0c
+    sha256: 6b3a22b7cc219e8d83f16c1ceba67aa51e0b7e3bcc4a647b97a0a510559b0477
   manager: conda
   name: zlib-ng
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.6-h166bdaf_0.tar.bz2
-  version: 2.0.6
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.7-h0b41bf4_0.conda
+  version: 2.0.7
 - category: main
   dependencies:
     aws-c-common: '>=0.6.2,<0.6.3.0a0'
@@ -1300,6 +1299,19 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/aws-checksums-0.1.11-ha31a3da_7.tar.bz2
   version: 0.1.11
+- category: main
+  dependencies:
+    libexpat: 2.5.0 hcb278e6_1
+    libgcc-ng: '>=12'
+  hash:
+    md5: 8b9b5aca60558d02ddaa09d599e55920
+    sha256: 36dfeb4375059b3bba75ce9b38c29c69fd257342a79e6cf20e9f25c1523f785f
+  manager: conda
+  name: expat
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-hcb278e6_1.conda
+  version: 2.5.0
 - category: main
   dependencies:
     binutils_impl_linux-64: '>=2.39'
@@ -1487,14 +1499,14 @@ package:
     libstdcxx-ng: '>=12'
     libzlib: '>=1.2.13,<1.3.0a0'
   hash:
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-    sha256: 158899bc39d00dc79e9b3fe8e39ed413a7ae266ddf69a7ff149be16859c24149
+    md5: af581c55e6ff3a93af3ae710e091a80d
+    sha256: f9a34009abbaee35f570d0e3f27a9f606e5fedd953bd7b4a6fe17febe86a15a8
   manager: conda
   name: libprotobuf
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-3.20.2-h6239696_0.tar.bz2
-  version: 3.20.2
+  url: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-3.20.3-h3eb15da_0.conda
+  version: 3.20.3
 - category: main
   dependencies:
     geos: '>=3.11.1,<3.11.2.0a0'
@@ -1559,13 +1571,13 @@ package:
     libzlib: '>=1.2.13,<1.3.0a0'
     xz: '>=5.2.6,<6.0a0'
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   url: https://conda.anaconda.org/conda-forge/noarch/jupyter-panel-proxy-0.1.0-py_0.tar.bz2
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+  version: 2023.3.24
 - category: main
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@@ -10117,21 +10369,21 @@ package:
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 - category: main
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     grpcio-status: '>=1.38.1,<2.0.0dev'
     overrides: '>=6.0.1,<7.0.0'
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   name: google-cloud-pubsublite
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+  url: https://conda.anaconda.org/conda-forge/noarch/google-cloud-pubsublite-1.8.1-pyhd8ed1ab_0.conda
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   optional: false
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-  url: https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.2-pyha770c72_1.tar.bz2
-  version: 6.5.2
+  url: https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.4-pyha770c72_0.conda
+  version: 6.5.4
 - category: main
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     zarr: ''
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-  version: 0.39.0
+  url: https://conda.anaconda.org/conda-forge/noarch/satpy-0.41.1-pyhd8ed1ab_0.conda
+  version: 0.41.1
 - category: main
   dependencies:
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@@ -10220,6 +10472,35 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/seaborn-0.12.2-hd8ed1ab_0.conda
   version: 0.12.2
+- category: main
+  dependencies:
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+    bottleneck: '>=1.3.1'
+    cf_xarray: '>=0.6.1'
+    cftime: '>=1.4.1'
+    click: '>=8.1'
+    dask: '>=2.6'
+    jsonpickle: ''
+    lmoments3: '>=1.0.5'
+    numba: ''
+    numpy: '>=1.16'
+    pandas: '>=0.23,<2.0'
+    pint: '>=0.10'
+    python: '>=3.8'
+    pyyaml: ''
+    scikit-learn: '>=0.21.3'
+    scipy: '>=1.2'
+    statsmodels: ''
+    xarray: '>=2022.06.0'
+  hash:
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+  manager: conda
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+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/xclim-0.42.0-pyhd8ed1ab_0.conda
+  version: 0.42.0
 - category: main
   dependencies:
     apache-beam: '>=2.43.0,<2.43.1.0a0'
@@ -10258,20 +10539,20 @@ package:
     geopandas: '>=0.6'
     odc-geo: ''
     pyproj: '>=2'
-    python: '>=3.7'
+    python: '>=3.9'
     rasterio: ''
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   hash:
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   manager: conda
   name: geocube
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/geocube-0.3.3-pyhd8ed1ab_0.tar.bz2
-  version: 0.3.3
+  url: https://conda.anaconda.org/conda-forge/noarch/geocube-0.4.0-pyhd8ed1ab_0.conda
+  version: 0.4.0
 - category: main
   dependencies:
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@@ -10289,10 +10570,12 @@ package:
 - category: main
   dependencies:
     ipython: ''
-    jinja2: '>=2.10'
+    jinja2: '>=2.1'
     jupyter_core: ''
-    jupyter_server: '>=1.16,<3'
-    jupyterlab_server: '>=2.10,<3'
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+    jupyter_server_ydoc: '>=0.6.0,<0.7.0'
+    jupyter_ydoc: '>=0.2.2,<0.3'
+    jupyterlab_server: '>=2.19,<3'
     nbclassic: ''
     notebook: <7
     packaging: ''
@@ -10300,14 +10583,14 @@ package:
     tomli: ''
     tornado: '>=6.1.0'
   hash:
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   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-3.5.2-pyhd8ed1ab_0.conda
-  version: 3.5.2
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-3.6.1-pyhd8ed1ab_0.conda
+  version: 3.6.1
 - category: main
   dependencies:
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@@ -10331,45 +10614,45 @@ package:
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   optional: false
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-  url: https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.0.0-pyhd8ed1ab_0.tar.bz2
-  version: 6.0.0
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.1.0-pyhd8ed1ab_0.conda
+  version: 6.1.0
 - category: main
   dependencies:
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-    jupyterhub-base: 3.1.0 pyh2a2186d_0
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     jupyterlab: '>=3.1'
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-  version: 3.1.0
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-3.1.1-pyh2a2186d_0.conda
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 - category: main
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+    dask-labextension: 6.1.0.*
     ipywidgets: 8.0.4.*
     jupyter-server-proxy: 3.2.2.*
-    jupyterhub-singleuser: 3.1.0.*
-    jupyterlab: 3.5.2.*
+    jupyterhub-singleuser: 3.1.1.*
+    jupyterlab: 3.6.1.*
     nbgitpuller: 1.1.1.*
-    pangeo-dask: 2023.01.13.*
+    pangeo-dask: 2023.03.11.*
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-    sha256: d874497cd26edab6db930e838251424a532309b7a0756d0f84bc1ad5db6255e5
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   manager: conda
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   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.01.13-hd8ed1ab_0.conda
-  version: 2023.01.13
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda
+  version: 2023.03.15
 version: 1
diff --git a/forge/packages.txt b/forge/packages.txt
index a768e557..b91e7282 100644
--- a/forge/packages.txt
+++ b/forge/packages.txt
@@ -8,11 +8,11 @@ adlfs==2023.1.0
 affine==2.4.0
 aiobotocore==2.4.0
 aiofiles==22.1.0
-aiohttp==3.8.3
+aiohttp==3.8.4
 aioitertools==0.11.0
 aiosignal==1.3.1
 aiosqlite==0.18.0
-alembic==1.9.1
+alembic==1.10.3
 anyio==3.6.2
 aom==3.5.0
 apache-beam==2.43.0
@@ -21,11 +21,11 @@ appdirs==1.4.4
 apprise==1.2.1
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
-argopy==0.1.12
+argopy==0.1.13
 arrow-cpp==9.0.0
 asciitree==0.3.3
 asgi-lifespan==1.0.1
-astropy==5.2.1
+astropy==5.2.2
 asttokens==2.2.1
 async-exit-stack==1.0.1
 async-timeout==4.0.2
@@ -41,26 +41,27 @@ aws-c-io==0.10.5
 aws-checksums==0.1.11
 aws-sdk-cpp==1.8.186
 awscli==1.25.60
-azure-core==1.26.3
+azure-core==1.26.4
 azure-datalake-store==0.0.51
 azure-identity==1.12.0
-azure-storage-blob==12.14.1
-babel==2.11.0
+azure-storage-blob==12.16.0
+babel==2.12.1
 backcall==0.2.0
 backports==1.0
 backports.functools_lru_cache==1.6.4
 bcrypt==3.2.2
-beautifulsoup4==4.11.2
+beautifulsoup4==4.12.2
 binutils_impl_linux-64==2.39
 binutils_linux-64==2.39
 bleach==6.0.0
-blinker==1.5
+blinker==1.6.2
 blosc==1.21.3
 bokeh==2.4.3
+boltons==23.0.0
 boost-cpp==1.78.0
 boto3==1.24.59
 botocore==1.27.59
-bottleneck==1.3.6
+bottleneck==1.3.7
 bounded-pool-executor==0.0.3
 branca==0.6.0
 brotli==1.0.9
@@ -69,7 +70,7 @@ brotlipy==0.7.0
 brunsli==0.1
 bzip2==1.0.8
 c-ares==1.18.1
-c-blosc2==2.6.1
+c-blosc2==2.8.0
 ca-certificates==2022.12.7
 cached-property==1.5.2
 cached_property==1.5.2
@@ -79,7 +80,7 @@ cairo==1.16.0
 cartopy==0.21.1
 certifi==2022.12.7
 certipy==0.1.3
-cf_xarray==0.7.9
+cf_xarray==0.8.0
 cffi==1.15.1
 cfgrib==0.9.10.3
 cfitsio==4.2.0
@@ -94,7 +95,7 @@ cligj==0.7.2
 cloudpickle==2.2.1
 colorama==0.4.4
 colorcet==3.0.1
-comm==0.1.2
+comm==0.1.3
 commonmark==0.9.1
 configobj==5.0.8
 contourpy==1.0.7
@@ -104,25 +105,25 @@ croniter==1.3.8
 cryptography==39.0.0
 curl==7.87.0
 cycler==0.11.0
-cython==0.29.33
+cython==0.29.34
 cytoolz==0.12.0
-dask==2023.1.0
-dask-core==2023.1.0
+dask==2023.3.1
+dask-core==2023.3.1
 dask-gateway==2023.1.1
 dask-glm==0.2.0
-dask-labextension==6.0.0
-dask-ml==2022.5.27
+dask-labextension==6.1.0
+dask-ml==2023.3.24
 dataclasses==0.8
 datashader==0.14.4
 datashape==0.5.4
 dateparser==1.1.7
 dav1d==1.0.0
-debugpy==1.6.6
+debugpy==1.6.7
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
 dill==0.3.1.1
-distributed==2023.1.0
+distributed==2023.3.1
 docker-py==6.0.0
 docopt==0.6.2
 docrep==0.3.2
@@ -135,19 +136,19 @@ eofs==1.4.0
 erddapy==1.2.1
 esmf==8.4.0
 esmpy==8.4.0
-exceptiongroup==1.1.0
+exceptiongroup==1.1.1
 executing==1.2.0
 expat==2.5.0
-fastapi==0.89.1
-fastavro==1.7.1
+fastapi==0.95.1
+fastavro==1.7.3
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
 ffmpeg==5.1.2
 findlibs==0.0.2
-fiona==1.9.0
+fiona==1.9.1
 flit-core==3.8.0
-flox==0.6.7
+flox==0.6.10
 folium==0.14.0
 font-ttf-dejavu-sans-mono==2.37
 font-ttf-inconsolata==3.000
@@ -156,7 +157,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.38.0
+fonttools==4.39.3
 freeglut==3.2.2
 freetype==2.12.1
 freexl==1.0.6
@@ -171,7 +172,7 @@ gcm_filters==0.3.0
 gcsfs==2022.11.0
 gdal==3.6.2
 gdk-pixbuf==2.42.10
-geocube==0.3.3
+geocube==0.4.0
 geogif==0.1.3
 geographiclib==1.52
 geopandas==0.12.2
@@ -182,12 +183,12 @@ geotiff==1.7.1
 geoviews-core==1.9.6
 gettext==0.21.1
 gflags==2.2.2
-gh==2.22.1
+gh==2.25.1
 gh-scoped-creds==4.1
 giflib==5.2.1
 git-lfs==3.3.0
 gitdb==4.0.10
-gitpython==3.1.30
+gitpython==3.1.31
 glog==0.6.0
 gmp==6.2.1
 gnutls==3.7.8
@@ -207,10 +208,10 @@ google-cloud-datastore==1.15.5
 google-cloud-dlp==3.9.2
 google-cloud-language==1.3.1
 google-cloud-pubsub==2.13.11
-google-cloud-pubsublite==1.6.0
+google-cloud-pubsublite==1.8.1
 google-cloud-recommendations-ai==0.7.1
 google-cloud-spanner==3.26.0
-google-cloud-storage==2.7.0
+google-cloud-storage==2.8.0
 google-cloud-videointelligence==1.16.2
 google-cloud-vision==1.0.1
 google-crc32c==1.1.2
@@ -241,27 +242,27 @@ heapdict==1.0.1
 holoviews==1.15.4
 hpack==4.0.0
 httpcore==0.16.3
-httplib2==0.19.1
+httplib2==0.18.1
 httpx==0.23.3
-hvplot==0.8.2
+hvplot==0.8.3
 hyperframe==6.0.1
 icu==70.1
 idna==3.4
 imagecodecs==2023.1.23
-imageio==2.25.0
-importlib-metadata==6.0.0
-importlib_metadata==6.0.0
-importlib_resources==5.10.2
+imageio==2.27.0
+importlib-metadata==6.3.0
+importlib_metadata==6.3.0
+importlib_resources==5.12.0
 iniconfig==2.0.0
-intake==0.6.6
+intake==0.6.8
 intake-esm==2022.9.18
 intake-geopandas==0.4.0
 intake-stac==0.4.0
 intake-xarray==0.6.1
-ipykernel==6.21.1
+ipykernel==6.22.0
 ipyleaflet==0.17.2
 ipyspin==1.0.1
-ipython==8.9.0
+ipython==8.12.0
 ipython_genutils==0.2.0
 ipytree==0.2.2
 ipyurl==0.1.2
@@ -276,24 +277,30 @@ jpeg==9e
 json-c==0.16
 json5==0.9.5
 jsonpatch==1.32
+jsonpickle==3.0.0
 jsonpointer==2.0
 jsonschema==4.17.3
 jupyter-panel-proxy==0.1.0
-jupyter-resource-usage==0.7.0
+jupyter-resource-usage==0.7.1
 jupyter-server-mathjax==0.2.6
 jupyter-server-proxy==3.2.2
-jupyter_client==8.0.2
-jupyter_core==5.2.0
-jupyter_server==1.23.5
+jupyter_client==8.2.0
+jupyter_core==5.3.0
+jupyter_events==0.6.3
+jupyter_server==2.5.0
+jupyter_server_fileid==0.9.0
+jupyter_server_terminals==0.4.4
 jupyter_server_xarray_leaflet==0.2.3
+jupyter_server_ydoc==0.6.1
 jupyter_telemetry==0.1.0
-jupyterhub-base==3.1.0
-jupyterhub-singleuser==3.1.0
-jupyterlab==3.5.2
+jupyter_ydoc==0.2.3
+jupyterhub-base==3.1.1
+jupyterhub-singleuser==3.1.1
+jupyterlab==3.6.1
 jupyterlab-git==0.41.0
 jupyterlab_pygments==0.2.2
-jupyterlab_server==2.19.0
-jupyterlab_widgets==3.0.5
+jupyterlab_server==2.22.1
+jupyterlab_widgets==3.0.7
 jxrlib==1.1
 kealib==1.5.0
 kerchunk==0.1.0
@@ -302,7 +309,8 @@ keyutils==1.6.1
 kiwisolver==1.4.4
 krb5==1.20.1
 lame==3.100
-lcms2==2.14
+lazy_loader==0.2
+lcms2==2.15
 ld_impl_linux-64==2.39
 lerc==4.0.0
 libabseil==20220623.0
@@ -321,6 +329,7 @@ libdrm==2.4.114
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.10
+libexpat==2.5.0
 libffi==3.4.2
 libgcc-devel_linux-64==12.2.0
 libgcc-ng==12.2.0
@@ -346,7 +355,7 @@ libopus==1.3.1
 libpciaccess==0.17
 libpng==1.6.39
 libpq==15.1
-libprotobuf==3.20.2
+libprotobuf==3.20.3
 librsvg==2.54.4
 librttopo==1.1.0
 libsanitizer==12.2.0
@@ -362,8 +371,8 @@ libtiff==4.5.0
 libtool==2.4.7
 libunistring==0.9.10
 libutf8proc==2.8.0
-libuuid==2.32.1
-libva==2.17.0
+libuuid==2.38.1
+libva==2.18.0
 libvpx==1.11.0
 libwebp==1.2.4
 libwebp-base==1.2.4
@@ -374,43 +383,44 @@ libzip==1.9.2
 libzlib==1.2.13
 libzopfli==1.0.3
 llvmlite==0.39.1
+lmoments3==1.0.5
 locket==1.0.0
 lxml==4.9.2
-lz4==4.2.0
+lz4==4.3.2
 lz4-c==1.9.4
-mailchecker==5.0.7
+mailchecker==5.0.8
 mako==1.2.4
 mapclassify==2.5.0
-markdown==3.4.1
+markdown==3.4.3
 markdown-it-py==2.1.0
 markupsafe==2.1.2
-matplotlib-base==3.6.3
+matplotlib-base==3.7.1
 matplotlib-inline==0.1.6
 mdurl==0.1.0
 mercantile==1.2.1
-metpy==1.4.0
-mistune==2.0.4
-morecantile==3.2.5
+metpy==1.4.1
+mistune==2.0.5
+morecantile==3.3.0
 mpi==1.0
 mpi4py==3.1.4
 mpich==4.0.3
 msal==1.21.0
 msal_extensions==1.0.0
-msgpack-python==1.0.4
+msgpack-python==1.0.5
 msrest==0.7.1
 multidict==6.0.4
 multipledispatch==0.6.0
 munch==2.5.0
 munkres==1.1.4
-mypy_extensions==0.4.3
+mypy_extensions==1.0.0
 nb_conda_kernels==2.3.1
-nbclassic==0.5.1
-nbclient==0.7.2
-nbconvert==7.2.9
-nbconvert-core==7.2.9
-nbconvert-pandoc==7.2.9
+nbclassic==0.5.5
+nbclient==0.7.3
+nbconvert==7.3.1
+nbconvert-core==7.3.1
+nbconvert-pandoc==7.3.1
 nbdime==3.1.1
-nbformat==5.7.3
+nbformat==5.8.0
 nbgitpuller==1.1.1
 nbstripout==0.6.1
 nc-time-axis==1.4.1
@@ -419,12 +429,12 @@ nest-asyncio==1.5.6
 netcdf-fortran==4.6.0
 netcdf4==1.6.2
 nettle==3.8.1
-networkx==3.0
+networkx==3.1
 noise==1.2.2
-notebook==6.5.2
+notebook==6.5.4
 notebook-shim==0.2.2
 nspr==4.35
-nss==3.82
+nss==3.89
 numba==0.56.4
 numcodecs==0.11.0
 numpy==1.22.4
@@ -433,59 +443,61 @@ oauth2client==4.1.3
 oauthlib==3.2.2
 objsize==0.5.2
 odc-geo==0.3.3
+odc-stac==0.3.5
 openh264==2.3.1
 openjpeg==2.5.0
-openssl==1.1.1s
+openssl==1.1.1t
 orc==1.7.6
-orjson==3.8.5
+orjson==3.8.10
 overrides==6.5.0
 p11-kit==0.24.1
-packaging==23.0
+packaging==23.1
 pamela==1.0.0
 pandas==1.5.3
 pandoc==2.19.2
 pandocfilters==1.5.0
-panel==0.14.3
-pangeo-dask==2023.01.13
+panel==0.14.4
+pangeo-dask==2023.03.11
 pangeo-forge-recipes==0.9.4
-pangeo-notebook==2023.01.13
-pango==1.50.12
+pangeo-notebook==2023.03.15
+pango==1.50.14
 parallelio==2.5.10
-param==1.12.3
+param==1.13.0
 paramiko==3.0.0
-parcels==2.4.0
+parcels==2.4.1
 parquet-cpp==1.5.1
 parso==0.8.3
-partd==1.3.0
+partd==1.4.0
 pathspec==0.11.0
 patsy==0.5.3
 pcre2==10.40
 pendulum==2.1.2
 pexpect==4.8.0
-phonenumbers==8.13.5
+phonenumbers==8.13.9
 pickleshare==0.7.5
 pillow==9.4.0
 pint==0.20.1
 pint-xarray==0.3
-pip==23.0
+pip==23.0.1
 pixman==0.40.0
 pkgutil-resolve-name==1.3.10
-platformdirs==2.6.2
+platformdirs==3.2.0
 pluggy==1.0.0
-pooch==1.6.0
-pop-tools==2021.5.28
-poppler==22.12.0
+pooch==1.7.0
+pop-tools==2023.3.0
+poppler==23.01.0
 poppler-data==0.4.12
 portalocker==2.7.0
 postgresql==15.1
 pqdm==0.1.0
 prefect==2.7.11
-proj==9.1.0
+proj==9.1.1
 prometheus_client==0.16.0
-prompt-toolkit==3.0.36
+prompt-toolkit==3.0.38
+prompt_toolkit==3.0.38
 properscoring==0.1
 proto-plus==1.22.2
-protobuf==3.20.2
+protobuf==3.20.3
 psutil==5.9.4
 pthread-stubs==0.4
 ptyprocess==0.7.0
@@ -497,50 +509,50 @@ pycamhd==0.7.0
 pycparser==2.21
 pyct==0.4.6
 pyct-core==0.4.6
-pydantic==1.10.4
-pydap==3.3.0
+pydantic==1.10.7
+pydap==3.4.0
 pydot==1.4.2
-pyerfa==2.0.0.1
+pyerfa==2.0.0.3
 pygeos==0.14
-pygments==2.14.0
+pygments==2.15.0
 pyjwt==2.6.0
-pykdtree==1.3.6
+pykdtree==1.3.7.post0
 pykerberos==1.2.4
 pymbolic==2022.2
 pymongo==3.13.0
 pynacl==1.5.0
-pyopenssl==23.0.0
+pyopenssl==23.1.1
 pyorbital==1.7.3
-pyparsing==2.4.7
-pyproj==3.4.1
-pyresample==1.26.0.post0
+pyparsing==3.0.9
+pyproj==3.5.0
+pyresample==1.26.1
 pyrsistent==0.19.3
 pyshp==2.3.1
 pysocks==1.7.1
 pyspectral==0.12.3
-pystac==1.6.1
-pystac-client==0.6.0
-pytest==7.2.1
+pystac==1.7.2
+pystac-client==0.6.1
+pytest==7.3.1
 python==3.10.8
 python-benedict==0.24.3
 python-blosc==1.10.6
 python-cmr==0.4.1
 python-dateutil==2.8.2
 python-eccodes==1.5.1
-python-fastjsonschema==2.16.2
+python-fastjsonschema==2.16.3
 python-fsutil==0.10.0
-python-geotiepoints==1.5.1
+python-geotiepoints==1.6.0
 python-gist==0.10.6
 python-gnupg==0.4.9
 python-graphviz==0.20.1
 python-hdfs==2.7.0
-python-json-logger==2.0.4
+python-json-logger==2.0.7
 python-kubernetes==25.3.0
-python-slugify==8.0.0
+python-slugify==8.0.1
 python-tzdata==2022.7
 python_abi==3.10
 pytools==2022.1.14
-pytz==2022.7.1
+pytz==2023.3
 pytz-deprecation-shim==0.1.0.post0
 pytzdata==2020.1
 pyu2f==0.1.5
@@ -548,21 +560,23 @@ pyviz_comms==2.2.1
 pywavelets==1.4.1
 pywin32-on-windows==0.1.0
 pyyaml==5.4.1
-pyzmq==25.0.0
+pyzmq==25.0.2
 qhull==2020.2
-rasterio==1.3.4
+rasterio==1.3.6
 re2==2022.06.01
 readchar==4.0.3
-readline==8.1.2
-rechunker==0.5.0
-regex==2022.10.31
+readline==8.2
+rechunker==0.5.1
+regex==2023.3.23
 requests==2.28.2
 requests-kerberos==0.12.0
 requests-oauthlib==1.3.1
+rfc3339-validator==0.1.4
 rfc3986==1.5.0
+rfc3986-validator==0.1.1
 rich==13.3.1
-rio-cogeo==3.5.0
-rioxarray==0.13.3
+rio-cogeo==3.5.1
+rioxarray==0.14.1
 rsa==4.7.2
 rtree==1.0.1
 ruamel.yaml==0.17.21
@@ -570,31 +584,32 @@ ruamel.yaml.clib==0.2.7
 s2n==1.0.10
 s3fs==2022.11.0
 s3transfer==0.6.0
-satpy==0.39.0
-scikit-image==0.19.3
-scikit-learn==1.2.1
-scipy==1.10.0
+satpy==0.41.1
+scikit-image==0.20.0
+scikit-learn==1.2.2
+scipy==1.10.1
 seaborn==0.12.2
 seaborn-base==0.12.2
 send2trash==1.8.0
-setuptools==67.1.0
-shapely==1.8.5
+setuptools==58.5.3
+shapely==2.0.1
 shellingham==1.5.0.post1
 simpervisor==0.4
 six==1.16.0
 smmap==3.0.5
-snappy==1.1.9
+snakeviz==2.1.1
+snappy==1.1.10
 sniffio==1.3.0
 snuggs==1.4.7
 sortedcontainers==2.4.0
 soupsieve==2.3.2.post1
-sparse==0.13.0
-sqlalchemy==1.4.46
+sparse==0.14.0
+sqlalchemy==2.0.9
 sqlite==3.40.0
 sqlparse==0.4.3
 stack_data==0.6.2
 stackstac==0.4.3
-starlette==0.22.0
+starlette==0.26.1
 statsmodels==0.13.5
 svt-av1==1.4.1
 sysroot_linux-64==2.12
@@ -602,7 +617,7 @@ tblib==1.7.0
 terminado==0.17.1
 text-unidecode==1.3
 threadpoolctl==3.1.0
-tifffile==2023.2.2
+tifffile==2023.4.12
 tiledb==2.13.2
 tiledb-py==0.19.1
 timezonefinder==6.1.5
@@ -612,42 +627,43 @@ toml==0.10.2
 tomli==2.0.1
 toolz==0.12.0
 tornado==6.2
-tqdm==4.64.1
+tqdm==4.65.0
 traitlets==5.9.0
 traittypes==0.2.1
 trollimage==1.20.1
 trollsift==0.5.0
 typer==0.4.2
-typing-extensions==4.4.0
-typing_extensions==4.4.0
+typing-extensions==4.5.0
+typing_extensions==4.5.0
 typing_inspect==0.8.0
 typing_utils==0.1.0
-tzcode==2022g
-tzdata==2022g
+tzcode==2023c
+tzdata==2023c
 tzlocal==4.2
 ujson==5.7.0
 unicodedata2==15.0.0
 unidecode==1.3.6
-urllib3==1.26.14
-uvicorn==0.20.0
+urllib3==1.26.15
+uvicorn==0.21.1
 wcwidth==0.2.6
 webencodings==0.5.1
 webob==1.8.7
-websocket-client==1.5.0
-wheel==0.38.4
-widgetsnbextension==4.0.5
-wrapt==1.14.1
+websocket-client==1.5.1
+wheel==0.40.0
+widgetsnbextension==4.0.7
+wrapt==1.15.0
 x264==1!164.3095
 x265==3.5
-xarray==2023.1.0
-xarray-datatree==0.0.11
+xarray==2023.3.0
+xarray-datatree==0.0.12
 xarray-spatial==0.3.5
 xarray_leaflet==0.2.3
 xarrayutils==1.1.1
 xbatcher==0.3.0
 xcape==0.1.4
+xclim==0.42.0
 xerces-c==3.2.4
-xesmf==0.7.0
+xesmf==0.7.1
 xgcm==0.8.1
 xhistogram==0.3.2
 xmip==0.7.1
@@ -658,7 +674,7 @@ xorg-inputproto==2.3.2
 xorg-kbproto==1.0.7
 xorg-libice==1.0.10
 xorg-libsm==1.2.3
-xorg-libx11==1.7.2
+xorg-libx11==1.8.4
 xorg-libxau==1.0.9
 xorg-libxdmcp==1.1.3
 xorg-libxext==1.3.4
@@ -669,18 +685,20 @@ xorg-renderproto==0.11.1
 xorg-xextproto==7.3.0
 xorg-xproto==7.0.31
 xpublish==0.2.0
-xrft==1.0.0
+xrft==1.0.1
 xskillscore==0.0.24
-xyzservices==2022.9.0
+xyzservices==2023.2.0
 xz==5.2.6
+y-py==0.5.9
 yaml==0.2.5
 yarl==1.8.2
-zarr==2.13.6
+ypy-websocket==0.8.2
+zarr==2.14.2
 zeromq==4.3.4
 zfp==1.0.0
 zict==2.2.0
-zipp==3.12.0
+zipp==3.15.0
 zlib==1.2.13
-zlib-ng==2.0.6
+zlib-ng==2.0.7
 zstandard==0.19.0
 zstd==1.5.2
diff --git a/ml-notebook/conda-linux-64.lock b/ml-notebook/conda-linux-64.lock
index fa932cdf..34809265 100644
--- a/ml-notebook/conda-linux-64.lock
+++ b/ml-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: f3b9eb916b39084bb84858116fd755eff56aab84d8054a2a8f4d5b831223f3bf
+# input_hash: 1d8f33de5a6f61eaa26dc858f3c2223b6f815a85f439013e3bbcad3bf635291f
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2022.12.7-ha878542_0.conda#ff9f73d45c4a07d6f424495288a26080
@@ -8,7 +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-hab24e00_0.tar.bz2#19410c3df09dfb12d1206132a1d357c5
-https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda#be28f5f7a42ca1a05dadf980e038e7fc
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda#d3ab4eec2e464e7295e19f61e46b4622
 https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.3.0-ha770c72_0.conda#bed72a66ece736ba7e7898a721738613
 https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-2.6.32-he073ed8_15.tar.bz2#5dd5127afd710f91f6a75821bac0a4f0
 https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.39-hcc3a1bd_1.conda#737be0d34c22d24432049ab7a3214de4
@@ -18,7 +18,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-12.2.0-h46fd767_19.
 https://conda.anaconda.org/conda-forge/linux-64/mpi-1.0-mpich.tar.bz2#c1fcff3417b5a22bbc4cf6e8c23648cf
 https://conda.anaconda.org/conda-forge/noarch/poppler-data-0.4.12-hd8ed1ab_0.conda#d8d7293c5b37f39b2ac32940621c6592
 https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.10-3_cp310.conda#4eb33d14d794b0f4be116443ffed3853
-https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda#51fc4fcfb19f5d95ffc8c339db5068e8
+https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda#939e3e74d8be4dac89ce83b20de2492a
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2#f766549260d6815b0c52253f1fb1bb29
 https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-12.2.0-h69a702a_19.tar.bz2#cd7a806282c16e1f2d39a7e80d3a3e0d
 https://conda.anaconda.org/conda-forge/linux-64/libgomp-12.2.0-h65d4601_19.tar.bz2#cedcee7c064c01c403f962c9e8d3c373
@@ -26,7 +26,7 @@ https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.12-he073ed8_15.
 https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
 https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.39-he00db2b_1.conda#3d726e8b51a1f5bfd66892a2b7d9db2d
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2#fee5683a3f04bd15cbd8318b096a27ab
-https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_11.tar.bz2#b7d26ab37be17ea4c366a97138684bcb
+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_12.conda#4395b0d4f6e3553bc3b804a9a3cdb234
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@@ -35,14 +35,13 @@ https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.18.1-h7f98852_0.tar.bz2
 https://conda.anaconda.org/conda-forge/linux-64/charls-2.4.1-hcb278e6_0.conda#445926523a9ecf989f07162643854296
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-https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-h27087fc_0.tar.bz2#c4fbad8d4bddeb3c085f18cbf97fbfad
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-https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h36c2ea0_2.tar.bz2#626e68ae9cc5912d6adb79d318cf962d
+https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda#96f3b11872ef6fad973eac856cd2624f
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 https://conda.anaconda.org/conda-forge/linux-64/icu-70.1-h27087fc_0.tar.bz2#87473a15119779e021c314249d4b4aed
@@ -58,6 +57,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.0.9-h166bdaf_8
 https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2#c965a5aa0d5c1c37ffc62dff36e28400
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 https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2#6f8720dff19e17ce5d48cfe7f3d2f0a3
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
 https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2#d645c6d2ac96843a2bfaccd2d62b3ac3
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 https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-h166bdaf_0.tar.bz2#b62b52da46c39ee2bc3c162ac7f1804d
@@ -73,7 +73,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.19.0-h166bdaf_0.tar.b
 https://conda.anaconda.org/conda-forge/linux-64/libtool-2.4.7-h27087fc_0.conda#f204c8ba400ec475452737094fb81d52
 https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2#7245a044b4a1980ed83196176b78b73a
 https://conda.anaconda.org/conda-forge/linux-64/libutf8proc-2.8.0-h166bdaf_0.tar.bz2#ede4266dc02e875fe1ea77b25dd43747
-https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.32.1-h7f98852_1000.tar.bz2#772d69f030955d9646d3d0eaf21d859d
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
 https://conda.anaconda.org/conda-forge/linux-64/libvpx-1.11.0-h9c3ff4c_3.tar.bz2#ebe18273eebadbb4dfb13f1062e054e9
 https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.2.4-h166bdaf_0.tar.bz2#ac2ccf7323d21f2994e4d1f5da664f37
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@@ -84,14 +84,14 @@ https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.3-h27087fc_1.tar.bz2#4
 https://conda.anaconda.org/conda-forge/linux-64/nettle-3.8.1-hc379101_1.tar.bz2#3cb2c7df59990bd37c2ce27fd906de68
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-https://conda.anaconda.org/conda-forge/linux-64/openssl-3.0.8-h0b41bf4_0.conda#e043403cd18faf815bf7705ab6c1e092
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.1.0-h0b41bf4_0.conda#2d833be81a21128e317325a01326d36f
 https://conda.anaconda.org/conda-forge/linux-64/pixman-0.40.0-h36c2ea0_0.tar.bz2#660e72c82f2e75a6b3fe6a6e75c79f19
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-https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.9-hbd366e4_2.tar.bz2#48018e187dacc6002d3ede9c824238ac
+https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.10-h9fff704_0.conda#e6d228cd0bb74a51dd18f5bfce0b4115
 https://conda.anaconda.org/conda-forge/linux-64/svt-av1-1.4.1-hcb278e6_0.conda#2b32b8a10fa6ec9c18c897c4527720dc
-https://conda.anaconda.org/conda-forge/linux-64/tzcode-2022g-h166bdaf_0.conda#229620ecbc0bf2f9f04b888fd3478f79
+https://conda.anaconda.org/conda-forge/linux-64/tzcode-2023c-h0b41bf4_0.conda#0c0533894f21c3d35697cb8378d390e2
 https://conda.anaconda.org/conda-forge/linux-64/x264-1!164.3095-h166bdaf_2.tar.bz2#6c99772d483f566d59e25037fea2c4b1
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@@ -105,12 +105,13 @@ https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h7f98852_1007
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-https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.6-h166bdaf_0.tar.bz2#8650e4fb44c4a618e5ab3e1e19607e32
+https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.7-h0b41bf4_0.conda#49e8329110001f04923fe7e864990b0c
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+https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-hcb278e6_1.conda#8b9b5aca60558d02ddaa09d599e55920
 https://conda.anaconda.org/conda-forge/linux-64/gcc_impl_linux-64-12.2.0-hcc96c02_19.tar.bz2#bb48ea333c8e6dcc159a1575f04d869e
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@@ -129,13 +130,13 @@ https://conda.anaconda.org/conda-forge/linux-64/librttopo-1.1.0-ha49c73b_12.tar.
 https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.40.0-h753d276_0.tar.bz2#2e5f9a37d487e1019fd4d8113adb2f9f
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-https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.10.3-h7463322_0.tar.bz2#3b933ea47ef8f330c4c068af25fcd6a8
+https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.10.3-hca2bb57_4.conda#bb808b654bdc3c783deaf107a2ffb503
 https://conda.anaconda.org/conda-forge/linux-64/libzip-1.9.2-hc929e4a_1.tar.bz2#5b122b50e738c4be5c3f2899f010d7cf
-https://conda.anaconda.org/conda-forge/linux-64/nccl-2.14.3.1-h0800d71_0.tar.bz2#b5c3e448257fd55b4824bd45ee66ba42
+https://conda.anaconda.org/conda-forge/linux-64/nccl-2.15.5.1-h0800d71_0.conda#502bc5485bb57d716ce13be9ed869938
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-https://conda.anaconda.org/conda-forge/linux-64/pandoc-2.19.2-h32600fe_1.tar.bz2#35a82883468c85ac8bf41f083c1933cf
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+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda#47d31b792659ce70f470b5c82fdfb7a4
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 https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-3.1.1-pyh2a2186d_0.conda#6d0a3394efe9ff7c0ad1ed03a6ca3720
 https://conda.anaconda.org/conda-forge/noarch/tensorflow-datasets-4.8.3-pyhd8ed1ab_0.conda#96d4efcd1edee5e7c1b949d229c08491
-https://conda.anaconda.org/conda-forge/noarch/keras-cv-0.3.4-pyhd8ed1ab_0.tar.bz2#c7fdab725f0fca15c010937be8461fde
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.05-hd8ed1ab_0.conda#7f557ff127741e7f5aadc84be2a2c586
+https://conda.anaconda.org/conda-forge/noarch/keras-cv-0.4.2-pyhd8ed1ab_0.conda#a2c58384506f4062b0217b05e3df8501
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda#9e4d3e6524af970ff0a68617eb6da9a0
diff --git a/ml-notebook/conda-lock.yml b/ml-notebook/conda-lock.yml
index 213d79cc..58f479a8 100644
--- a/ml-notebook/conda-lock.yml
+++ b/ml-notebook/conda-lock.yml
@@ -7,7 +7,7 @@
 # Install this environment as "YOURENV" with:
 #     conda-lock install -n YOURENV --file 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
+#     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:
 #     conda-lock -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/ml-notebook/environment.yml -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/pangeo-notebook/environment.yml -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/base-notebook/environment.yml --lockfile conda-lock.yml
 metadata:
@@ -17,7 +17,7 @@ metadata:
   - url: nodefaults
     used_env_vars: []
   content_hash:
-    linux-64: f3b9eb916b39084bb84858116fd755eff56aab84d8054a2a8f4d5b831223f3bf
+    linux-64: 1d8f33de5a6f61eaa26dc858f3c2223b6f815a85f439013e3bbcad3bf635291f
   platforms:
   - linux-64
   sources:
@@ -94,14 +94,14 @@ package:
 - category: main
   dependencies: {}
   hash:
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-    sha256: 6c033342bfc130e62786f31609a9fccaeacddff42768eb1cc549bf6a97fa663e
+    md5: d3ab4eec2e464e7295e19f61e46b4622
+    sha256: 55487fb668057ff57b9e25adb3373f4c169e20b6d6f5874a5fa6c71b3b0a1d58
   manager: conda
   name: gh
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda
-  version: 2.22.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda
+  version: 2.25.1
 - category: main
   dependencies: {}
   hash:
@@ -204,14 +204,14 @@ package:
 - category: main
   dependencies: {}
   hash:
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-    sha256: 0bfae0b9962bc0dbf79048f9175b913ed4f53c4310d06708dc7acbb290ad82f6
+    md5: 939e3e74d8be4dac89ce83b20de2492a
+    sha256: 0449138224adfa125b220154408419ec37c06b0b49f63c5954724325903ecf55
   manager: conda
   name: tzdata
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda
+  version: 2023c
 - category: main
   dependencies:
     font-ttf-dejavu-sans-mono: ''
@@ -306,13 +306,13 @@ package:
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     sysroot_linux-64: ''
   hash:
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-    sha256: acf554585c011689ce6c58472200545c9512dce1b9dfc5e853f25771c0c3e12e
+    md5: 4395b0d4f6e3553bc3b804a9a3cdb234
+    sha256: af53c690661126f81c30a9f45a69bac8e17dc84804029aa6a819956abb63cd71
   manager: conda
   name: binutils_linux-64
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_11.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_12.conda
   version: '2.39'
 - category: main
   dependencies:
@@ -415,19 +415,6 @@ package:
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   url: https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.0.0-h166bdaf_1.tar.bz2
   version: 1.0.0
-- category: main
-  dependencies:
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  hash:
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-  manager: conda
-  name: expat
-  optional: false
-  platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-h27087fc_0.tar.bz2
-  version: 2.5.0
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -505,15 +492,15 @@ package:
   version: 2.2.2
 - category: main
   dependencies:
-    libgcc-ng: '>=7.5.0'
+    libgcc-ng: '>=12'
   hash:
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-    sha256: 6ecacdbdf5cd9d2b46211b15a2f7db428ea5edd0cae9be89ccd837fc7b35643f
+    md5: 96f3b11872ef6fad973eac856cd2624f
+    sha256: 41ec165704ccce2faa0437f4f53c03c06261a2cc9ff7614828e51427d9261f4b
   manager: conda
   name: giflib
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h36c2ea0_2.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda
   version: 5.2.1
 - category: main
   dependencies:
@@ -702,6 +689,18 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2
   version: '4.33'
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
+    md5: 6305a3dd2752c76335295da4e581f2fd
+    sha256: 74c98a563777ae2ad71f1f74d458a8ab043cee4a513467c159ccf159d0e461f3
+  manager: conda
+  name: libexpat
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda
+  version: 2.5.0
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -888,16 +887,16 @@ package:
   version: 2.8.0
 - category: main
   dependencies:
-    libgcc-ng: '>=9.3.0'
+    libgcc-ng: '>=12'
   hash:
-    md5: 772d69f030955d9646d3d0eaf21d859d
-    sha256: 54f118845498353c936826f8da79b5377d23032bcac8c4a02de2019e26c3f6b3
+    md5: 40b61aab5c7ba9ff276c41cfffe6b80b
+    sha256: 787eb542f055a2b3de553614b25f09eefb0a0931b0c87dbcce6efdfd92f04f18
   manager: conda
   name: libuuid
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.32.1-h7f98852_1000.tar.bz2
-  version: 2.32.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
+  version: 2.38.1
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -1032,14 +1031,14 @@ package:
     ca-certificates: ''
     libgcc-ng: '>=12'
   hash:
-    md5: e043403cd18faf815bf7705ab6c1e092
-    sha256: cd981c5c18463bc7a164fcf45c5cf697d58852b780b4dfa5e83c18c1fda6d7cd
+    md5: 2d833be81a21128e317325a01326d36f
+    sha256: d378afcec34b86fef4da3ebd622b3e614cb3f71e54b6a5a10adb1d23745ecc72
   manager: conda
   name: openssl
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.0.8-h0b41bf4_0.conda
-  version: 3.0.8
+  url: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.1.0-h0b41bf4_0.conda
+  version: 3.1.0
 - category: main
   dependencies:
     libgcc-ng: '>=7.5.0'
@@ -1095,14 +1094,14 @@ package:
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
   hash:
-    md5: 48018e187dacc6002d3ede9c824238ac
-    sha256: a223b21f16f37af90f0b19593baed5c118ee819c5ae7e8fa59b47ece491c268a
+    md5: e6d228cd0bb74a51dd18f5bfce0b4115
+    sha256: 02219f2382b4fe39250627dade087a4412d811936a5a445636b7260477164eac
   manager: conda
   name: snappy
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.9-hbd366e4_2.tar.bz2
-  version: 1.1.9
+  url: https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.10-h9fff704_0.conda
+  version: 1.1.10
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -1121,14 +1120,14 @@ package:
     __glibc: '>=2.17,<3.0.a0'
     libgcc-ng: '>=12'
   hash:
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-    sha256: 69a2de90e0164155c8ac3251e610060a7227d33c52ebdb982e64fca354a87036
+    md5: 0c0533894f21c3d35697cb8378d390e2
+    sha256: 62b0d3eee4260d310f578015305834b8a588377f796e5e290ec267da8a51a027
   manager: conda
   name: tzcode
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2022g-h166bdaf_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2023c-h0b41bf4_0.conda
+  version: 2023c
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -1290,16 +1289,16 @@ package:
   version: 1.0.0
 - category: main
   dependencies:
-    libgcc-ng: '>=10.3.0'
+    libgcc-ng: '>=12'
   hash:
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-    sha256: 42a1b13b05616a36743f68c5368667ca9dfded17cfde1878121241ec58413282
+    md5: 49e8329110001f04923fe7e864990b0c
+    sha256: 6b3a22b7cc219e8d83f16c1ceba67aa51e0b7e3bcc4a647b97a0a510559b0477
   manager: conda
   name: zlib-ng
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.6-h166bdaf_0.tar.bz2
-  version: 2.0.6
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.7-h0b41bf4_0.conda
+  version: 2.0.7
 - category: main
   dependencies:
     aws-c-common: '>=0.8.11,<0.8.12.0a0'
@@ -1369,6 +1368,19 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/cudnn-8.4.1.50-hed8a83a_0.tar.bz2
   version: 8.4.1.50
+- category: main
+  dependencies:
+    libexpat: 2.5.0 hcb278e6_1
+    libgcc-ng: '>=12'
+  hash:
+    md5: 8b9b5aca60558d02ddaa09d599e55920
+    sha256: 36dfeb4375059b3bba75ce9b38c29c69fd257342a79e6cf20e9f25c1523f785f
+  manager: conda
+  name: expat
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-hcb278e6_1.conda
+  version: 2.5.0
 - category: main
   dependencies:
     binutils_impl_linux-64: '>=2.39'
@@ -1417,7 +1429,7 @@ package:
   version: 0.11.1
 - category: main
   dependencies:
-    libopenblas: '>=0.3.21,<0.3.22.0a0'
+    libopenblas: '>=0.3.21,<1.0a0'
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     sha256: 4e4c60d3fe0b95ffb25911dace509e3532979f5deef4364141c533c5ca82dd39
@@ -1469,7 +1481,7 @@ package:
 - category: main
   dependencies:
     libgcc-ng: '>=7.5.0'
-    ncurses: '>=6.2,<6.3.0a0'
+    ncurses: '>=6.2,<7.0.0a0'
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+    md5: bb808b654bdc3c783deaf107a2ffb503
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   name: libxml2
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.10.3-h7463322_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.10.3-hca2bb57_4.conda
   version: 2.10.3
 - category: main
   dependencies:
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     libstdcxx-ng: '>=12'
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-    sha256: 324361ab2ffe68542acc19651ab480ba7c9811a499a1ebf45300ba2228b458e7
+    md5: 502bc5485bb57d716ce13be9ed869938
+    sha256: 7499b4a5640b5e88c491bb098ba8953945acffffb577702fb0ec43b92b4514fd
   manager: conda
   name: nccl
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/nccl-2.14.3.1-h0800d71_0.tar.bz2
-  version: 2.14.3.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/nccl-2.15.5.1-h0800d71_0.conda
+  version: 2.15.5.1
 - category: main
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@@ -1684,13 +1696,13 @@ package:
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+    md5: 326f46f36d15c44cff5f81d505cb717f
+    sha256: f9452f407a1c298d091279c8255e1db301c1d5b772ccf2e7e60d370b45d21fc7
   manager: conda
   name: pandoc
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/pandoc-2.19.2-h32600fe_1.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/pandoc-2.19.2-h32600fe_2.conda
   version: 2.19.2
 - category: main
   dependencies:
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   hash:
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-    sha256: f5f383193bdbe01c41cb0d6f99fec68e820875e842e6e8b392dbe1a9b6c43ed8
+    md5: 47d31b792659ce70f470b5c82fdfb7a4
+    sha256: 5435cf39d039387fbdc977b0a762357ea909a7694d9528ab40f005e9208744d7
   manager: conda
   name: readline
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/readline-8.1.2-h0f457ee_0.tar.bz2
-  version: 8.1.2
+  url: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda
+  version: '8.2'
 - category: main
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@@ -1864,19 +1876,19 @@ package:
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     icu: '>=70.1,<71.0a0'
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-    libzlib: '>=1.2.11,<1.3.0a0'
-    xz: '>=5.2.5,<5.3.0a0'
+    libgcc-ng: '>=12'
+    libstdcxx-ng: '>=12'
+    libzlib: '>=1.2.13,<1.3.0a0'
+    xz: '>=5.2.6,<6.0a0'
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+    md5: 09be6b4c66c7881e2b24214c6f6841c9
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   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/boost-cpp-1.78.0-h75c5d50_1.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/boost-cpp-1.78.0-h5adbc97_2.conda
   version: 1.78.0
 - category: main
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     lz4-c: '>=1.9.3,<1.10.0a0'
-    zlib-ng: '>=2.0.6,<2.1.0a0'
+    zlib-ng: '>=2.0.7,<2.1.0a0'
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+    md5: b91a2bd18667a20ceba3af79ef5d2ed9
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   name: c-blosc2
   optional: false
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-  url: https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.7.1-hf91038e_0.conda
-  version: 2.7.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.8.0-hf91038e_1.conda
+  version: 2.8.0
 - category: main
   dependencies:
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@@ -1924,17 +1936,17 @@ package:
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 - category: main
   dependencies:
-    binutils_linux-64: 2.39 h5fc0e48_11
+    binutils_linux-64: 2.39 h5fc0e48_12
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+    md5: 998fdc42f6f4cc8759d2d4c81ea84178
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+  hash:
+    md5: 821a4e9dbb2c98ee0be773d542279ea3
+    sha256: 45af42d9f0e64816e545fe077ca8e8f4a7deaaf1e974c39ccd7e119739ec6162
+  manager: conda
+  name: intake-esm
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/intake-esm-2022.9.18-pyhd8ed1ab_0.tar.bz2
+  version: 2022.9.18
 - category: main
   dependencies:
     geopandas: ''
@@ -10417,6 +10398,26 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/intake-geopandas-0.4.0-pyhd8ed1ab_0.tar.bz2
   version: 0.4.0
+- category: main
+  dependencies:
+    dask: '>=2.2'
+    fsspec: '>=2022'
+    intake: '>=0.6.6'
+    msgpack-python: ''
+    netcdf4: ''
+    python: '>=3.5'
+    requests: ''
+    xarray: '>=2022'
+    zarr: ''
+  hash:
+    md5: 6cc318952c249b55ae83f8a994342672
+    sha256: 711c1a3473c8962c9037182f4a18160b00f8c560be0c0a4dc29786aa927b5fdf
+  manager: conda
+  name: intake-xarray
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/intake-xarray-0.6.1-pyhd8ed1ab_0.tar.bz2
+  version: 0.6.1
 - category: main
   dependencies:
     ipython: ''
@@ -10474,6 +10475,49 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/optax-0.1.4-pyhd8ed1ab_0.conda
   version: 0.1.4
+- category: main
+  dependencies:
+    dask: 2023.3.1.*
+    dask-gateway: 2023.1.1.*
+    distributed: 2023.3.1.*
+  hash:
+    md5: 545755e397ff441f119c52e0728d5ca3
+    sha256: e7864dc5eca5451cc80ab59f33f51272166ae4dc0067af19b247b5b1870ebd36
+  manager: conda
+  name: pangeo-dask
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.11-hd8ed1ab_0.conda
+  version: 2023.03.11
+- category: main
+  dependencies:
+    appdirs: ''
+    dask: '>=0.17.1'
+    donfig: ''
+    h5py: ''
+    netcdf4: ''
+    numpy: '>=1.4.1'
+    pillow: ''
+    pooch: ''
+    pyorbital: ''
+    pyproj: ''
+    pyresample: '>=1.10.3'
+    pyspectral: ''
+    python: '>=3.8'
+    pyyaml: ''
+    trollimage: '>=1.5.1'
+    trollsift: ''
+    xarray: '>=0.10.1'
+    zarr: ''
+  hash:
+    md5: e1995a18ce614d28dd58d38ddc46b06a
+    sha256: 5f1f3997faeec3fb385a5cbf6bb7c13eaecf124a8c1142564c6ff19149bf9cec
+  manager: conda
+  name: satpy
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/satpy-0.41.1-pyhd8ed1ab_0.conda
+  version: 0.41.1
 - category: main
   dependencies:
     __cuda: ''
@@ -10490,6 +10534,28 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/tensorflow-2.11.0-cuda112py310he87a039_0.conda
   version: 2.11.0
+- category: main
+  dependencies:
+    bottleneck: ''
+    cftime: ''
+    dask: ''
+    numba: '>=0.52'
+    numpy: ''
+    properscoring: ''
+    python: '>=3.7'
+    scikit-learn: ''
+    scipy: ''
+    xarray: '>=0.16.1'
+    xhistogram: '>=0.3.0'
+  hash:
+    md5: facc58b60c63642243013e12236e3ea7
+    sha256: 2d0a2bdc5503c5bebf7bb7fe2110e95fbbb4d9d520016a365d8734ba5aba4a6b
+  manager: conda
+  name: xskillscore
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2
+  version: 0.0.24
 - category: main
   dependencies:
     bokeh: '>=1.0.0,!=2.0.0'
@@ -10515,17 +10581,33 @@ package:
     optax: ''
     python: '>=3.6'
     pyyaml: '>=5.4.1'
-    rich: ~=11.1.0
+    rich: '>=11.1.0'
     typing_extensions: '>=4.1.1'
   hash:
-    md5: 6aa025f6dba3cc0d2369d4d11dda01c7
-    sha256: 3fe558b2c7b5000b4c41e8877dd31d21af8ee6bf3cf4bdf6a5c03dc400732dbc
+    md5: 25ed633d6a309b118b33ec894d4916c8
+    sha256: f1c1bce9d29387352b5b15ca1829327b050eb40c1391ec133c2687120a0027dd
   manager: conda
   name: flax
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/flax-0.6.1-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/flax-0.6.1-pyhd8ed1ab_1.conda
   version: 0.6.1
+- category: main
+  dependencies:
+    fsspec: '>=0.8.4'
+    intake: '>=0.5.1'
+    intake-xarray: '>=0.4'
+    pystac: '>=1.0'
+    python: '>=3.8'
+  hash:
+    md5: d9a48c97623dc88751dbd266b89497e3
+    sha256: 255b745a8740aa412b88892e2c583cd9992cd30a01336c1a28ddc5d8fd0d7c46
+  manager: conda
+  name: intake-stac
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/intake-stac-0.4.0-pyhd8ed1ab_0.tar.bz2
+  version: 0.4.0
 - category: main
   dependencies:
     __unix: ''
@@ -10574,21 +10656,21 @@ package:
   version: 4.8.3
 - category: main
   dependencies:
-    absl-py: '>=1'
+    absl-py: ''
     packaging: ''
     python: '>=3.7'
     regex: ''
-    tensorflow: '>=2.9.0'
+    tensorflow: '>=2.11.0'
     tensorflow-datasets: ''
   hash:
-    md5: c7fdab725f0fca15c010937be8461fde
-    sha256: 662bd989d5fd4c5e8579d60a57cd55f9f9cbbd0212ff7bfde6dc57b1d3a46b6c
+    md5: a2c58384506f4062b0217b05e3df8501
+    sha256: 9d23087975615f2eb8fe0f3260cb29e59cdc8b9b3a1bf427a7b94581ace28a96
   manager: conda
   name: keras-cv
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/keras-cv-0.3.4-pyhd8ed1ab_0.tar.bz2
-  version: 0.3.4
+  url: https://conda.anaconda.org/conda-forge/noarch/keras-cv-0.4.2-pyhd8ed1ab_0.conda
+  version: 0.4.2
 - category: main
   dependencies:
     dask-labextension: 6.1.0.*
@@ -10597,14 +10679,14 @@ package:
     jupyterhub-singleuser: 3.1.1.*
     jupyterlab: 3.6.1.*
     nbgitpuller: 1.1.1.*
-    pangeo-dask: 2023.03.04.*
+    pangeo-dask: 2023.03.11.*
   hash:
-    md5: 7f557ff127741e7f5aadc84be2a2c586
-    sha256: 9910440ee97bf36e3244e4cea16372a973c38307004f282b99b0e5ee9faafd9e
+    md5: 9e4d3e6524af970ff0a68617eb6da9a0
+    sha256: a02bf90dc9805c9a1c8bc78a62b0e2a15c3e30c1e19e3e53d41ddc2402ebffda
   manager: conda
   name: pangeo-notebook
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.05-hd8ed1ab_0.conda
-  version: 2023.03.05
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda
+  version: 2023.03.15
 version: 1
diff --git a/ml-notebook/packages.txt b/ml-notebook/packages.txt
index 4ea074c5..18be6d20 100644
--- a/ml-notebook/packages.txt
+++ b/ml-notebook/packages.txt
@@ -9,26 +9,26 @@ adlfs==2023.1.0
 affine==2.4.0
 aiobotocore==2.4.0
 aiofiles==22.1.0
-aiohttp==3.8.4
+aiohttp==3.7.4.post0
 aioitertools==0.11.0
 aiosignal==1.3.1
 aiosqlite==0.18.0
-alembic==1.9.4
+alembic==1.10.3
 anyio==3.6.2
 aom==3.5.0
 appdirs==1.4.4
 apprise==1.2.1
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
-argopy==0.1.12
-arrow-cpp==10.0.1
+argopy==0.1.13
+arrow-cpp==11.0.0
 asciitree==0.3.3
 asgi-lifespan==1.0.1
-astropy==5.2.1
+astropy==5.2.2
 asttokens==2.2.1
 astunparse==1.6.3
 async-exit-stack==1.0.1
-async-timeout==4.0.2
+async-timeout==3.0.1
 async_generator==1.10
 asyncpg==0.27.0
 atk-1.0==2.38.0
@@ -48,27 +48,27 @@ aws-checksums==0.1.14
 aws-crt-cpp==0.19.7
 aws-sdk-cpp==1.10.57
 awscli==1.25.60
-azure-core==1.26.3
+azure-core==1.26.4
 azure-datalake-store==0.0.51
 azure-identity==1.12.0
-azure-storage-blob==12.15.0
+azure-storage-blob==12.16.0
 babel==2.12.1
 backcall==0.2.0
 backports==1.0
 backports.functools_lru_cache==1.6.4
 bcrypt==3.2.2
-beautifulsoup4==4.11.2
+beautifulsoup4==4.12.2
 binutils_impl_linux-64==2.39
 binutils_linux-64==2.39
 bleach==6.0.0
-blinker==1.5
+blinker==1.6.2
 blosc==1.21.3
 bokeh==2.4.3
 boltons==23.0.0
 boost-cpp==1.78.0
 boto3==1.24.59
 botocore==1.27.59
-bottleneck==1.3.6
+bottleneck==1.3.7
 bounded-pool-executor==0.0.3
 branca==0.6.0
 brotli==1.0.9
@@ -77,7 +77,7 @@ brotlipy==0.7.0
 brunsli==0.1
 bzip2==1.0.8
 c-ares==1.18.1
-c-blosc2==2.7.1
+c-blosc2==2.8.0
 ca-certificates==2022.12.7
 cached-property==1.5.2
 cached_property==1.5.2
@@ -93,9 +93,10 @@ cfgrib==0.9.10.3
 cfitsio==4.2.0
 cftime==1.6.2
 cgen==2020.1
+chardet==4.0.0
 charls==2.4.1
-charset-normalizer==2.1.1
-chex==0.1.6
+charset-normalizer==3.1.0
+chex==0.1.7
 ciso==0.2.0
 click==8.1.3
 click-plugins==1.1.1
@@ -103,36 +104,36 @@ cligj==0.7.2
 cloudpickle==2.2.1
 colorama==0.4.4
 colorcet==3.0.1
-comm==0.1.2
+comm==0.1.3
 commonmark==0.9.1
 configobj==5.0.8
 contourpy==1.0.7
 coolname==2.2.0
 croniter==1.3.8
-cryptography==39.0.2
+cryptography==40.0.2
 cudatoolkit==11.8.0
 cudnn==8.4.1.50
-curl==7.88.1
+curl==8.0.1
 cycler==0.11.0
-cython==0.29.33
+cython==0.29.34
 cytoolz==0.12.0
-dask==2023.3.0
-dask-core==2023.3.0
+dask==2023.3.1
+dask-core==2023.3.1
 dask-gateway==2023.1.1
 dask-glm==0.2.0
 dask-labextension==6.1.0
-dask-ml==2022.5.27
+dask-ml==2023.3.24
 dataclasses==0.8
 datashader==0.14.4
 datashape==0.5.4
 dateparser==1.1.7
 dav1d==1.0.0
-debugpy==1.6.6
+debugpy==1.6.7
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
 dill==0.3.6
-distributed==2023.3.0
+distributed==2023.3.1
 dm-tree==0.1.7
 docker-py==6.0.0
 docopt==0.6.2
@@ -140,17 +141,17 @@ docrep==0.3.2
 docutils==0.15.2
 donfig==0.7.0
 earthdata==0.2.2
-eccodes==2.28.0
+eccodes==2.29.0
 entrypoints==0.4
 eofs==1.4.0
 erddapy==1.2.1
-esmf==8.4.0
-esmpy==8.4.0
-etils==1.0.0
-exceptiongroup==1.1.0
+esmf==8.4.1
+esmpy==8.4.1
+etils==1.2.0
+exceptiongroup==1.1.1
 executing==1.2.0
 expat==2.5.0
-fastapi==0.92.0
+fastapi==0.95.1
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
@@ -160,7 +161,7 @@ fiona==1.9.1
 flatbuffers==22.12.06
 flax==0.6.1
 flit-core==3.8.0
-flox==0.6.8
+flox==0.6.10
 folium==0.14.0
 font-ttf-dejavu-sans-mono==2.37
 font-ttf-inconsolata==3.000
@@ -169,7 +170,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.38.0
+fonttools==4.39.3
 freeglut==3.2.2
 freetype==2.12.1
 freexl==1.0.6
@@ -196,7 +197,7 @@ geotiff==1.7.1
 geoviews-core==1.9.6
 gettext==0.21.1
 gflags==2.2.2
-gh==2.22.1
+gh==2.25.1
 gh-scoped-creds==4.1
 giflib==5.2.1
 git-lfs==3.3.0
@@ -206,10 +207,10 @@ glog==0.6.0
 gmp==6.2.1
 gnutls==3.7.8
 google-api-core==2.11.0
-google-auth==2.16.2
+google-auth==2.17.3
 google-auth-oauthlib==0.4.6
 google-cloud-core==2.3.2
-google-cloud-storage==2.7.0
+google-cloud-storage==2.8.0
 google-crc32c==1.1.2
 google-pasta==0.2.0
 google-resumable-media==2.4.1
@@ -236,31 +237,31 @@ holoviews==1.15.4
 hpack==4.0.0
 httpcore==0.16.3
 httpx==0.23.3
-hvplot==0.8.2
+hvplot==0.8.3
 hyperframe==6.0.1
 icu==70.1
 idna==3.4
 imagecodecs==2023.1.23
-imageio==2.26.0
-importlib-metadata==6.0.0
-importlib_metadata==6.0.0
+imageio==2.27.0
+importlib-metadata==6.3.0
+importlib_metadata==6.3.0
 importlib_resources==5.12.0
 iniconfig==2.0.0
-intake==0.6.7
+intake==0.6.8
 intake-esm==2022.9.18
 intake-geopandas==0.4.0
 intake-stac==0.4.0
 intake-xarray==0.6.1
-ipykernel==6.21.2
+ipykernel==6.22.0
 ipyleaflet==0.17.2
 ipyspin==1.0.1
-ipython==8.11.0
+ipython==8.12.0
 ipython_genutils==0.2.0
 ipytree==0.2.2
 ipyurl==0.1.2
 ipywidgets==8.0.4
 isodate==0.6.1
-jasper==2.0.33
+jasper==4.0.0
 jax==0.4.4
 jaxlib==0.4.3
 jedi==0.18.2
@@ -271,34 +272,34 @@ jpeg==9e
 json-c==0.16
 json5==0.9.5
 jsonpatch==1.32
-jsonpickle==2.2.0
+jsonpickle==3.0.0
 jsonpointer==2.0
 jsonschema==4.17.3
 jupyter-panel-proxy==0.1.0
 jupyter-resource-usage==0.7.1
 jupyter-server-mathjax==0.2.6
 jupyter-server-proxy==3.2.2
-jupyter_client==8.0.3
-jupyter_core==5.2.0
+jupyter_client==8.2.0
+jupyter_core==5.3.0
 jupyter_events==0.6.3
-jupyter_server==2.3.0
-jupyter_server_fileid==0.8.0
+jupyter_server==2.5.0
+jupyter_server_fileid==0.9.0
 jupyter_server_terminals==0.4.4
 jupyter_server_xarray_leaflet==0.2.3
 jupyter_server_ydoc==0.6.1
 jupyter_telemetry==0.1.0
-jupyter_ydoc==0.2.2
+jupyter_ydoc==0.2.3
 jupyterhub-base==3.1.1
 jupyterhub-singleuser==3.1.1
 jupyterlab==3.6.1
 jupyterlab-git==0.41.0
 jupyterlab_pygments==0.2.2
-jupyterlab_server==2.19.0
-jupyterlab_widgets==3.0.5
+jupyterlab_server==2.22.1
+jupyterlab_widgets==3.0.7
 jxrlib==1.1
 kealib==1.5.0
 keras==2.11.0
-keras-cv==0.3.4
+keras-cv==0.4.2
 keras-preprocessing==1.1.2
 kerchunk==0.1.0
 kernel-headers_linux-64==2.6.32
@@ -306,12 +307,13 @@ keyutils==1.6.1
 kiwisolver==1.4.4
 krb5==1.20.1
 lame==3.100
-lcms2==2.14
+lazy_loader==0.2
+lcms2==2.15
 ld_impl_linux-64==2.39
 lerc==4.0.0
 libabseil==20220623.0
 libaec==1.0.6
-libarrow==10.0.1
+libarrow==11.0.0
 libavif==0.11.1
 libblas==3.9.0
 libbrotlicommon==1.0.9
@@ -319,12 +321,13 @@ libbrotlidec==1.0.9
 libbrotlienc==1.0.9
 libcblas==3.9.0
 libcrc32c==1.1.2
-libcurl==7.88.1
+libcurl==8.0.1
 libdeflate==1.17
 libdrm==2.4.114
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.10
+libexpat==2.5.0
 libffi==3.4.2
 libgcc-devel_linux-64==12.2.0
 libgcc-ng==12.2.0
@@ -367,8 +370,8 @@ libtiff==4.5.0
 libtool==2.4.7
 libunistring==0.9.10
 libutf8proc==2.8.0
-libuuid==2.32.1
-libva==2.17.0
+libuuid==2.38.1
+libva==2.18.0
 libvpx==1.11.0
 libwebp==1.2.4
 libwebp-base==1.2.4
@@ -379,27 +382,30 @@ libzip==1.9.2
 libzlib==1.2.13
 libzopfli==1.0.3
 llvmlite==0.39.1
+lmoments3==1.0.5
 locket==1.0.0
 lxml==4.9.2
 lz4==4.3.2
 lz4-c==1.9.4
-mailchecker==5.0.7
+mailchecker==5.0.8
 mako==1.2.4
 mapclassify==2.5.0
-markdown==3.4.1
+markdown==3.4.3
+markdown-it-py==2.2.0
 markupsafe==2.1.2
-matplotlib-base==3.7.0
+matplotlib-base==3.7.1
 matplotlib-inline==0.1.6
+mdurl==0.1.0
 mercantile==1.2.1
-metpy==1.4.0
+metpy==1.4.1
 mistune==2.0.5
-morecantile==3.2.5
+morecantile==3.3.0
 mpi==1.0
 mpi4py==3.1.4
 mpich==4.0.3
 msal==1.21.0
 msal_extensions==1.0.0
-msgpack-python==1.0.4
+msgpack-python==1.0.5
 msrest==0.7.1
 multidict==6.0.4
 multipledispatch==0.6.0
@@ -407,28 +413,28 @@ munch==2.5.0
 munkres==1.1.4
 mypy_extensions==1.0.0
 nb_conda_kernels==2.3.1
-nbclassic==0.5.2
-nbclient==0.7.2
-nbconvert==7.2.9
-nbconvert-core==7.2.9
-nbconvert-pandoc==7.2.9
+nbclassic==0.5.5
+nbclient==0.7.3
+nbconvert==7.3.1
+nbconvert-core==7.3.1
+nbconvert-pandoc==7.3.1
 nbdime==3.1.1
-nbformat==5.7.3
+nbformat==5.8.0
 nbgitpuller==1.1.1
 nbstripout==0.6.1
 nc-time-axis==1.4.1
-nccl==2.14.3.1
+nccl==2.15.5.1
 ncurses==6.3
 nest-asyncio==1.5.6
 netcdf-fortran==4.6.0
-netcdf4==1.6.2
+netcdf4==1.6.3
 nettle==3.8.1
-networkx==3.0
+networkx==3.1
 noise==1.2.2
-notebook==6.5.2
+notebook==6.5.4
 notebook-shim==0.2.2
 nspr==4.35
-nss==3.88
+nss==3.89
 numba==0.56.4
 numcodecs==0.11.0
 numpy==1.23.5
@@ -438,34 +444,34 @@ odc-geo==0.3.3
 odc-stac==0.3.5
 openh264==2.3.1
 openjpeg==2.5.0
-openssl==3.0.8
+openssl==3.1.0
 opt_einsum==3.3.0
 optax==0.1.4
 orc==1.8.2
 orjson==3.8.5
 p11-kit==0.24.1
-packaging==23.0
+packaging==23.1
 pamela==1.0.0
 pandas==1.5.3
 pandoc==2.19.2
 pandocfilters==1.5.0
 panel==0.14.4
-pangeo-dask==2023.03.04
-pangeo-notebook==2023.03.05
+pangeo-dask==2023.03.11
+pangeo-notebook==2023.03.15
 pango==1.50.14
 parallelio==2.5.10
-param==1.12.3
+param==1.13.0
 paramiko==3.0.0
 parcels==2.4.1
 parquet-cpp==1.5.1
 parso==0.8.3
-partd==1.3.0
+partd==1.4.0
 pathspec==0.11.0
 patsy==0.5.3
 pcre2==10.40
 pendulum==2.1.2
 pexpect==4.8.0
-phonenumbers==8.13.7
+phonenumbers==8.13.9
 pickleshare==0.7.5
 pillow==9.4.0
 pint==0.20.1
@@ -473,11 +479,11 @@ pint-xarray==0.3
 pip==23.0.1
 pixman==0.40.0
 pkgutil-resolve-name==1.3.10
-platformdirs==3.1.0
+platformdirs==3.2.0
 pluggy==1.0.0
 pooch==1.7.0
-pop-tools==2021.5.28
-poppler==23.01.0
+pop-tools==2023.3.0
+poppler==23.03.0
 poppler-data==0.4.12
 portalocker==2.7.0
 postgresql==15.2
@@ -494,35 +500,35 @@ psutil==5.9.4
 pthread-stubs==0.4
 ptyprocess==0.7.0
 pure_eval==0.2.2
-pyarrow==10.0.1
+pyarrow==11.0.0
 pyasn1==0.4.8
 pyasn1-modules==0.2.7
 pycamhd==0.7.0
 pycparser==2.21
 pyct==0.4.6
 pyct-core==0.4.6
-pydantic==1.10.5
-pydap==3.3.0
-pyerfa==2.0.0.1
+pydantic==1.10.7
+pydap==3.4.0
+pyerfa==2.0.0.3
 pygeos==0.14
-pygments==2.14.0
+pygments==2.15.0
 pyjwt==2.6.0
-pykdtree==1.3.6
+pykdtree==1.3.7.post0
 pymbolic==2022.2
 pynacl==1.5.0
-pyopenssl==23.0.0
+pyopenssl==23.1.1
 pyorbital==1.7.3
 pyparsing==3.0.9
-pyproj==3.4.1
+pyproj==3.5.0
 pyresample==1.26.1
 pyrsistent==0.19.3
 pyshp==2.3.1
 pysocks==1.7.1
 pyspectral==0.12.3
-pystac==1.6.1
-pystac-client==0.6.0
-pytest==7.2.2
-python==3.10.9
+pystac==1.7.2
+pystac-client==0.6.1
+pytest==7.3.1
+python==3.10.10
 python-benedict==0.24.3
 python-blosc==1.10.6
 python-cmr==0.4.1
@@ -531,7 +537,7 @@ python-eccodes==1.5.1
 python-fastjsonschema==2.16.3
 python-flatbuffers==23.1.21
 python-fsutil==0.10.0
-python-geotiepoints==1.5.1
+python-geotiepoints==1.6.0
 python-gist==0.10.6
 python-gnupg==0.4.9
 python-graphviz==0.20.1
@@ -541,7 +547,7 @@ python-slugify==8.0.1
 python-tzdata==2022.7
 python_abi==3.10
 pytools==2022.1.14
-pytz==2022.7.1
+pytz==2023.3
 pytz-deprecation-shim==0.1.0.post0
 pytzdata==2020.1
 pyu2f==0.1.5
@@ -549,22 +555,22 @@ pyviz_comms==2.2.1
 pywavelets==1.4.1
 pywin32-on-windows==0.1.0
 pyyaml==5.4.1
-pyzmq==25.0.0
+pyzmq==25.0.2
 qhull==2020.2
 rasterio==1.3.6
 re2==2023.02.01
 readchar==4.0.3
-readline==8.1.2
-rechunker==0.5.0
-regex==2022.10.31
+readline==8.2
+rechunker==0.5.1
+regex==2023.3.23
 requests==2.28.2
 requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986==1.5.0
 rfc3986-validator==0.1.1
-rich==11.1.0
-rio-cogeo==3.5.0
-rioxarray==0.13.4
+rich==13.3.4
+rio-cogeo==3.5.1
+rioxarray==0.14.1
 rsa==4.7.2
 rtree==1.0.1
 ruamel.yaml==0.17.21
@@ -572,31 +578,31 @@ ruamel.yaml.clib==0.2.7
 s2n==1.3.37
 s3fs==2022.11.0
 s3transfer==0.6.0
-satpy==0.40.0
-scikit-image==0.19.3
-scikit-learn==1.2.1
+satpy==0.41.1
+scikit-image==0.20.0
+scikit-learn==1.2.2
 scipy==1.10.1
 seaborn==0.12.2
 seaborn-base==0.12.2
 send2trash==1.8.0
-setuptools==67.4.0
-shapely==1.8.5
+setuptools==58.5.3
+shapely==2.0.1
 shellingham==1.5.0.post1
 simpervisor==0.4
 six==1.16.0
 smmap==3.0.5
 snakeviz==2.1.1
-snappy==1.1.9
+snappy==1.1.10
 sniffio==1.3.0
 snuggs==1.4.7
 sortedcontainers==2.4.0
 soupsieve==2.3.2.post1
 sparse==0.14.0
-sqlalchemy==2.0.4
+sqlalchemy==2.0.9
 sqlite==3.40.0
 stack_data==0.6.2
 stackstac==0.4.3
-starlette==0.25.0
+starlette==0.26.1
 statsmodels==0.13.5
 svt-av1==1.4.1
 sysroot_linux-64==2.12
@@ -608,12 +614,12 @@ tensorflow==2.11.0
 tensorflow-base==2.11.0
 tensorflow-datasets==4.8.3
 tensorflow-estimator==2.11.0
-tensorflow-metadata==1.12.0
+tensorflow-metadata==1.13.1
 termcolor==2.2.0
 terminado==0.17.1
 text-unidecode==1.3
 threadpoolctl==3.1.0
-tifffile==2023.2.28
+tifffile==2023.4.12
 tiledb==2.13.2
 tiledb-py==0.19.1
 timezonefinder==6.1.5
@@ -629,37 +635,37 @@ traittypes==0.2.1
 trollimage==1.20.1
 trollsift==0.5.0
 typer==0.7.0
-typing-extensions==4.4.0
-typing_extensions==4.4.0
-tzcode==2022g
-tzdata==2022g
+typing-extensions==4.5.0
+typing_extensions==4.5.0
+tzcode==2023c
+tzdata==2023c
 tzlocal==4.2
 ucx==1.12.1
 ujson==5.7.0
 unicodedata2==15.0.0
 unidecode==1.3.6
-urllib3==1.26.14
-uvicorn==0.20.0
+urllib3==1.26.15
+uvicorn==0.21.1
 wcwidth==0.2.6
 webencodings==0.5.1
 webob==1.8.7
 websocket-client==1.5.1
 werkzeug==2.2.3
-wheel==0.38.4
-widgetsnbextension==4.0.5
+wheel==0.40.0
+widgetsnbextension==4.0.7
 wrapt==1.15.0
 x264==1!164.3095
 x265==3.5
-xarray==2023.2.0
-xarray-datatree==0.0.11
+xarray==2023.3.0
+xarray-datatree==0.0.12
 xarray-spatial==0.3.5
 xarray_leaflet==0.2.3
 xarrayutils==1.1.1
 xbatcher==0.3.0
 xcape==0.1.4
-xclim==0.37.0
+xclim==0.42.0
 xerces-c==3.2.4
-xesmf==0.7.0
+xesmf==0.7.1
 xgcm==0.8.1
 xhistogram==0.3.2
 xmip==0.7.1
@@ -689,11 +695,11 @@ y-py==0.5.9
 yaml==0.2.5
 yarl==1.8.2
 ypy-websocket==0.8.2
-zarr==2.13.6
+zarr==2.14.2
 zeromq==4.3.4
 zfp==1.0.0
 zict==2.2.0
 zipp==3.15.0
 zlib==1.2.13
-zlib-ng==2.0.6
+zlib-ng==2.0.7
 zstd==1.5.2
diff --git a/pangeo-notebook/conda-linux-64.lock b/pangeo-notebook/conda-linux-64.lock
index b91e87be..926960cd 100644
--- a/pangeo-notebook/conda-linux-64.lock
+++ b/pangeo-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 2cb8921dfe04aee02ab4a8546b0f7014f865dce765a39cea6d47efc3e6b663b9
+# input_hash: 35192e8359b28182df13cccd4c969cbbfdacc2b23a4cba6b081179b998b06074
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2022.12.7-ha878542_0.conda#ff9f73d45c4a07d6f424495288a26080
@@ -8,7 +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-hab24e00_0.tar.bz2#19410c3df09dfb12d1206132a1d357c5
-https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda#be28f5f7a42ca1a05dadf980e038e7fc
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda#d3ab4eec2e464e7295e19f61e46b4622
 https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.3.0-ha770c72_0.conda#bed72a66ece736ba7e7898a721738613
 https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-2.6.32-he073ed8_15.tar.bz2#5dd5127afd710f91f6a75821bac0a4f0
 https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.39-hcc3a1bd_1.conda#737be0d34c22d24432049ab7a3214de4
@@ -18,7 +18,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-12.2.0-h46fd767_19.
 https://conda.anaconda.org/conda-forge/linux-64/mpi-1.0-mpich.tar.bz2#c1fcff3417b5a22bbc4cf6e8c23648cf
 https://conda.anaconda.org/conda-forge/noarch/poppler-data-0.4.12-hd8ed1ab_0.conda#d8d7293c5b37f39b2ac32940621c6592
 https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.10-3_cp310.conda#4eb33d14d794b0f4be116443ffed3853
-https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda#51fc4fcfb19f5d95ffc8c339db5068e8
+https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda#939e3e74d8be4dac89ce83b20de2492a
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2#f766549260d6815b0c52253f1fb1bb29
 https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-12.2.0-h69a702a_19.tar.bz2#cd7a806282c16e1f2d39a7e80d3a3e0d
 https://conda.anaconda.org/conda-forge/linux-64/libgomp-12.2.0-h65d4601_19.tar.bz2#cedcee7c064c01c403f962c9e8d3c373
@@ -26,21 +26,20 @@ https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.12-he073ed8_15.
 https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
 https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.39-he00db2b_1.conda#3d726e8b51a1f5bfd66892a2b7d9db2d
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2#fee5683a3f04bd15cbd8318b096a27ab
-https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_11.tar.bz2#b7d26ab37be17ea4c366a97138684bcb
+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_12.conda#4395b0d4f6e3553bc3b804a9a3cdb234
 https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-12.2.0-h65d4601_19.tar.bz2#e4c94f80aef025c17ab0828cd85ef535
 https://conda.anaconda.org/conda-forge/linux-64/aom-3.5.0-h27087fc_0.tar.bz2#a08150fd2298460cd1fcccf626305642
-https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.8.12-h0b41bf4_0.conda#557c80fc2ac2794f614ffc3f9397f57a
+https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.8.14-h0b41bf4_0.conda#2512d4aa4007fdf7b705713d73bf6967
 https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h7f98852_4.tar.bz2#a1fd65c7ccbf10880423d82bca54eb54
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 https://conda.anaconda.org/conda-forge/linux-64/charls-2.4.1-hcb278e6_0.conda#445926523a9ecf989f07162643854296
 https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.0.0-h166bdaf_1.tar.bz2#e890928299fe7242a108850fc0a5b7fc
-https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-h27087fc_0.tar.bz2#c4fbad8d4bddeb3c085f18cbf97fbfad
 https://conda.anaconda.org/conda-forge/linux-64/freexl-1.0.6-h166bdaf_1.tar.bz2#897e772a157faf3330d72dd291486f62
 https://conda.anaconda.org/conda-forge/linux-64/fribidi-1.0.10-h36c2ea0_0.tar.bz2#ac7bc6a654f8f41b352b38f4051135f8
 https://conda.anaconda.org/conda-forge/linux-64/geos-3.11.1-h27087fc_0.tar.bz2#917b9a50001fffdd89b321b5dba31e55
 https://conda.anaconda.org/conda-forge/linux-64/gettext-0.21.1-h27087fc_0.tar.bz2#14947d8770185e5153fdd04d4673ed37
 https://conda.anaconda.org/conda-forge/linux-64/gflags-2.2.2-he1b5a44_1004.tar.bz2#cddaf2c63ea4a5901cf09524c490ecdc
-https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h36c2ea0_2.tar.bz2#626e68ae9cc5912d6adb79d318cf962d
+https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda#96f3b11872ef6fad973eac856cd2624f
 https://conda.anaconda.org/conda-forge/linux-64/gmp-6.2.1-h58526e2_0.tar.bz2#b94cf2db16066b242ebd26db2facbd56
 https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.13-h58526e2_1001.tar.bz2#8c54672728e8ec6aa6db90cf2806d220
 https://conda.anaconda.org/conda-forge/linux-64/icu-70.1-h27087fc_0.tar.bz2#87473a15119779e021c314249d4b4aed
@@ -56,11 +55,13 @@ https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.0.9-h166bdaf_8
 https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2#c965a5aa0d5c1c37ffc62dff36e28400
 https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.17-h0b41bf4_0.conda#5cc781fd91968b11a8a7fdbee0982676
 https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2#6f8720dff19e17ce5d48cfe7f3d2f0a3
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
 https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2#d645c6d2ac96843a2bfaccd2d62b3ac3
 https://conda.anaconda.org/conda-forge/linux-64/libglu-9.0.0-he1b5a44_1001.tar.bz2#8208602aec4826053c116552369a394c
 https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-h166bdaf_0.tar.bz2#b62b52da46c39ee2bc3c162ac7f1804d
 https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-2.1.4-h166bdaf_0.tar.bz2#b4f717df2d377410b462328bf0e8fb7d
 https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.0-h7f98852_0.tar.bz2#39b1328babf85c7c3a61636d9cd50206
+https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda#28bfe2cb11357ccc5be21101a6b7ce86
 https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.21-pthreads_h78a6416_3.tar.bz2#8c5963a49b6035c40646a763293fbb35
 https://conda.anaconda.org/conda-forge/linux-64/libopus-1.3.1-h7f98852_1.tar.bz2#15345e56d527b330e1cacbdf58676e8f
 https://conda.anaconda.org/conda-forge/linux-64/libpciaccess-0.17-h166bdaf_0.tar.bz2#b7463391cf284065294e2941dd41ab95
@@ -71,7 +72,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.19.0-h166bdaf_0.tar.b
 https://conda.anaconda.org/conda-forge/linux-64/libtool-2.4.7-h27087fc_0.conda#f204c8ba400ec475452737094fb81d52
 https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2#7245a044b4a1980ed83196176b78b73a
 https://conda.anaconda.org/conda-forge/linux-64/libutf8proc-2.8.0-h166bdaf_0.tar.bz2#ede4266dc02e875fe1ea77b25dd43747
-https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.32.1-h7f98852_1000.tar.bz2#772d69f030955d9646d3d0eaf21d859d
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
 https://conda.anaconda.org/conda-forge/linux-64/libvpx-1.11.0-h9c3ff4c_3.tar.bz2#ebe18273eebadbb4dfb13f1062e054e9
 https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.2.4-h166bdaf_0.tar.bz2#ac2ccf7323d21f2994e4d1f5da664f37
 https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.2.13-h166bdaf_4.tar.bz2#f3f9de449d32ca9b9c66a22863c96f41
@@ -82,13 +83,13 @@ https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.3-h27087fc_1.tar.bz2#4
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-https://conda.anaconda.org/conda-forge/linux-64/openssl-3.0.8-h0b41bf4_0.conda#e043403cd18faf815bf7705ab6c1e092
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 https://conda.anaconda.org/conda-forge/noarch/gcsfs-2022.11.0-pyhd8ed1ab_0.tar.bz2#c23516ded441ef754ea1626a8485d9e0
 https://conda.anaconda.org/conda-forge/noarch/geopandas-0.12.2-pyhd8ed1ab_0.conda#ee3b330f13297f5839d46e1ca3e57d56
+https://conda.anaconda.org/conda-forge/noarch/intake-0.6.8-pyhd8ed1ab_0.conda#12495714aae4390e1cba08a5cc4fd2ca
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-git-0.41.0-pyhd8ed1ab_1.conda#5985549f77be4aae95bfd9e1a7916144
-https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.2-pyha770c72_1.tar.bz2#7bf26ca095481f206e6f9dd7681085fe
-https://conda.anaconda.org/conda-forge/noarch/satpy-0.40.0-pyhd8ed1ab_0.conda#61b3090baea529d02059449bc98e2cd1
+https://conda.anaconda.org/conda-forge/noarch/notebook-6.5.4-pyha770c72_0.conda#ec4ce3ce0a55ce21b6f5b86049b97af9
+https://conda.anaconda.org/conda-forge/linux-64/parcels-2.4.1-py310hff52083_2.conda#1e477ce892d6f0482a41459d41d4bbc3
+https://conda.anaconda.org/conda-forge/noarch/pop-tools-2023.3.0-pyhd8ed1ab_0.conda#066918ce89fc765c5b28def8b95a7856
+https://conda.anaconda.org/conda-forge/noarch/pyspectral-0.12.3-pyhd8ed1ab_0.conda#34ba7a720c321e0cc37489749c9b75e3
+https://conda.anaconda.org/conda-forge/noarch/rechunker-0.5.1-pyhd8ed1ab_0.conda#f9841173314fc219df3415cecfe3fa6d
 https://conda.anaconda.org/conda-forge/noarch/seaborn-0.12.2-hd8ed1ab_0.conda#50847a47c07812f88581081c620f5160
-https://conda.anaconda.org/conda-forge/noarch/xclim-0.37.0-pyhd8ed1ab_0.tar.bz2#da3da8a4002beef2020dc6b5f86d02b5
+https://conda.anaconda.org/conda-forge/noarch/trollimage-1.20.1-pyhd8ed1ab_0.conda#0e89c58965ca929446acf46060beb713
+https://conda.anaconda.org/conda-forge/noarch/xarrayutils-1.1.1-pyhd8ed1ab_0.tar.bz2#056a718565253012b9dbd25bed16abc4
+https://conda.anaconda.org/conda-forge/noarch/xbatcher-0.3.0-pyhd8ed1ab_0.conda#14aa97411b796937db2ba62ec5c95472
+https://conda.anaconda.org/conda-forge/linux-64/xcape-0.1.4-py310h4828a9c_3.tar.bz2#0cad7067a8c4cfb0e4e222e504283daa
+https://conda.anaconda.org/conda-forge/noarch/xclim-0.42.0-pyhd8ed1ab_0.conda#bf0fc3d8c1c48def35e8695dea01b23c
+https://conda.anaconda.org/conda-forge/noarch/xgcm-0.8.1-pyhd8ed1ab_0.conda#3b4400fe7f2e6c6a969d511b39c9f2ea
+https://conda.anaconda.org/conda-forge/noarch/xhistogram-0.3.2-pyhd8ed1ab_0.tar.bz2#bc7b89b54047f1d555163b597f0b79de
+https://conda.anaconda.org/conda-forge/noarch/xmitgcm-0.5.2-pyhd8ed1ab_0.tar.bz2#fa9bab98df6ee06367c19eac79f17603
+https://conda.anaconda.org/conda-forge/noarch/xpublish-0.2.0-pyhd8ed1ab_0.tar.bz2#238914ef87505c7886ad6deac862a637
+https://conda.anaconda.org/conda-forge/noarch/xrft-1.0.1-pyhd8ed1ab_0.conda#137f63327c7836fc2c2491a86f51ea3c
+https://conda.anaconda.org/conda-forge/noarch/dask-ml-2023.3.24-pyhd8ed1ab_0.conda#4dd5c17fcf1399193391abc5573c8b77
 https://conda.anaconda.org/conda-forge/noarch/geocube-0.4.0-pyhd8ed1ab_0.conda#a0eec09b071302067fba2400bf37de5e
+https://conda.anaconda.org/conda-forge/noarch/intake-esm-2022.9.18-pyhd8ed1ab_0.tar.bz2#821a4e9dbb2c98ee0be773d542279ea3
 https://conda.anaconda.org/conda-forge/noarch/intake-geopandas-0.4.0-pyhd8ed1ab_0.tar.bz2#5d6429a927d1ef3c0d26d81f5d7b31f0
+https://conda.anaconda.org/conda-forge/noarch/intake-xarray-0.6.1-pyhd8ed1ab_0.tar.bz2#6cc318952c249b55ae83f8a994342672
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-3.6.1-pyhd8ed1ab_0.conda#c7de31a5b57a9fc1aa4d3fb9993819c6
 https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.1.1-pyhd8ed1ab_0.tar.bz2#a2c72cf8c5fb4cd269bff97e9bf196e8
+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.11-hd8ed1ab_0.conda#545755e397ff441f119c52e0728d5ca3
+https://conda.anaconda.org/conda-forge/noarch/satpy-0.41.1-pyhd8ed1ab_0.conda#e1995a18ce614d28dd58d38ddc46b06a
+https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2#facc58b60c63642243013e12236e3ea7
 https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.1.0-pyhd8ed1ab_0.conda#a323c077b8c653007d6fe3a340b01240
+https://conda.anaconda.org/conda-forge/noarch/intake-stac-0.4.0-pyhd8ed1ab_0.tar.bz2#d9a48c97623dc88751dbd266b89497e3
 https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-3.1.1-pyh2a2186d_0.conda#6d0a3394efe9ff7c0ad1ed03a6ca3720
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.05-hd8ed1ab_0.conda#7f557ff127741e7f5aadc84be2a2c586
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda#9e4d3e6524af970ff0a68617eb6da9a0
diff --git a/pangeo-notebook/conda-lock.yml b/pangeo-notebook/conda-lock.yml
index 4a5a597c..919e9cf7 100644
--- a/pangeo-notebook/conda-lock.yml
+++ b/pangeo-notebook/conda-lock.yml
@@ -7,7 +7,7 @@
 # Install this environment as "YOURENV" with:
 #     conda-lock install -n YOURENV --file 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
+#     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:
 #     conda-lock -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/pangeo-notebook/environment.yml -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/base-notebook/environment.yml --lockfile conda-lock.yml
 metadata:
@@ -17,7 +17,7 @@ metadata:
   - url: nodefaults
     used_env_vars: []
   content_hash:
-    linux-64: 2cb8921dfe04aee02ab4a8546b0f7014f865dce765a39cea6d47efc3e6b663b9
+    linux-64: 35192e8359b28182df13cccd4c969cbbfdacc2b23a4cba6b081179b998b06074
   platforms:
   - linux-64
   sources:
@@ -93,14 +93,14 @@ package:
 - category: main
   dependencies: {}
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-    sha256: 6c033342bfc130e62786f31609a9fccaeacddff42768eb1cc549bf6a97fa663e
+    md5: d3ab4eec2e464e7295e19f61e46b4622
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   manager: conda
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   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda
-  version: 2.22.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda
+  version: 2.25.1
 - category: main
   dependencies: {}
   hash:
@@ -203,14 +203,14 @@ package:
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+    md5: 939e3e74d8be4dac89ce83b20de2492a
+    sha256: 0449138224adfa125b220154408419ec37c06b0b49f63c5954724325903ecf55
   manager: conda
   name: tzdata
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda
+  version: 2023c
 - category: main
   dependencies:
     font-ttf-dejavu-sans-mono: ''
@@ -305,13 +305,13 @@ package:
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     sysroot_linux-64: ''
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+    md5: 4395b0d4f6e3553bc3b804a9a3cdb234
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   name: binutils_linux-64
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_11.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_12.conda
   version: '2.39'
 - category: main
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+    md5: 2512d4aa4007fdf7b705713d73bf6967
+    sha256: b88afdc776088f95e47212c638cd4baaa88589e241883102647786f760a46e2e
   manager: conda
   name: aws-c-common
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.8.12-h0b41bf4_0.conda
-  version: 0.8.12
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.8.14-h0b41bf4_0.conda
+  version: 0.8.14
 - category: main
   dependencies:
     libgcc-ng: '>=9.3.0'
@@ -400,19 +400,6 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.0.0-h166bdaf_1.tar.bz2
   version: 1.0.0
-- category: main
-  dependencies:
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  hash:
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-    sha256: b44db0b92ae926b3fbbcd57c179fceb64fa11a9f9d09082e03be58b74dcad832
-  manager: conda
-  name: expat
-  optional: false
-  platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-h27087fc_0.tar.bz2
-  version: 2.5.0
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -477,15 +464,15 @@ package:
   version: 2.2.2
 - category: main
   dependencies:
-    libgcc-ng: '>=7.5.0'
+    libgcc-ng: '>=12'
   hash:
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-    sha256: 6ecacdbdf5cd9d2b46211b15a2f7db428ea5edd0cae9be89ccd837fc7b35643f
+    md5: 96f3b11872ef6fad973eac856cd2624f
+    sha256: 41ec165704ccce2faa0437f4f53c03c06261a2cc9ff7614828e51427d9261f4b
   manager: conda
   name: giflib
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h36c2ea0_2.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda
   version: 5.2.1
 - category: main
   dependencies:
@@ -674,6 +661,18 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2
   version: '4.33'
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
+    md5: 6305a3dd2752c76335295da4e581f2fd
+    sha256: 74c98a563777ae2ad71f1f74d458a8ab043cee4a513467c159ccf159d0e461f3
+  manager: conda
+  name: libexpat
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda
+  version: 2.5.0
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -735,6 +734,18 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.0-h7f98852_0.tar.bz2
   version: 2.0.0
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+  hash:
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+    sha256: 814a50cba215548ec3ebfb53033ffb9b3b070b2966570ff44910b8d9ba1c359d
+  manager: conda
+  name: libnuma
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda
+  version: 2.0.16
 - category: main
   dependencies:
     libgcc-ng: '>=12'
@@ -860,16 +871,16 @@ package:
   version: 2.8.0
 - category: main
   dependencies:
-    libgcc-ng: '>=9.3.0'
+    libgcc-ng: '>=12'
   hash:
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-    sha256: 54f118845498353c936826f8da79b5377d23032bcac8c4a02de2019e26c3f6b3
+    md5: 40b61aab5c7ba9ff276c41cfffe6b80b
+    sha256: 787eb542f055a2b3de553614b25f09eefb0a0931b0c87dbcce6efdfd92f04f18
   manager: conda
   name: libuuid
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.32.1-h7f98852_1000.tar.bz2
-  version: 2.32.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
+  version: 2.38.1
 - category: main
   dependencies:
     libgcc-ng: '>=9.4.0'
@@ -1004,14 +1015,14 @@ package:
     ca-certificates: ''
     libgcc-ng: '>=12'
   hash:
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-    sha256: cd981c5c18463bc7a164fcf45c5cf697d58852b780b4dfa5e83c18c1fda6d7cd
+    md5: 2d833be81a21128e317325a01326d36f
+    sha256: d378afcec34b86fef4da3ebd622b3e614cb3f71e54b6a5a10adb1d23745ecc72
   manager: conda
   name: openssl
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.0.8-h0b41bf4_0.conda
-  version: 3.0.8
+  url: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.1.0-h0b41bf4_0.conda
+  version: 3.1.0
 - category: main
   dependencies:
     libgcc-ng: '>=7.5.0'
@@ -1054,14 +1065,14 @@ package:
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
   hash:
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-    sha256: a223b21f16f37af90f0b19593baed5c118ee819c5ae7e8fa59b47ece491c268a
+    md5: e6d228cd0bb74a51dd18f5bfce0b4115
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   manager: conda
   name: snappy
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.9-hbd366e4_2.tar.bz2
-  version: 1.1.9
+  url: https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.10-h9fff704_0.conda
+  version: 1.1.10
 - category: main
   dependencies:
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@@ -1080,14 +1091,14 @@ package:
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     libgcc-ng: '>=12'
   hash:
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-    sha256: 69a2de90e0164155c8ac3251e610060a7227d33c52ebdb982e64fca354a87036
+    md5: 0c0533894f21c3d35697cb8378d390e2
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   manager: conda
   name: tzcode
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2022g-h166bdaf_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/linux-64/tzcode-2023c-h0b41bf4_0.conda
+  version: 2023c
 - category: main
   dependencies:
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@@ -1249,69 +1260,82 @@ package:
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 - category: main
   dependencies:
-    libgcc-ng: '>=10.3.0'
+    libgcc-ng: '>=12'
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-  version: 2.0.6
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.7-h0b41bf4_0.conda
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   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.5.21-hb6b25a1_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.5.21-h48707d8_2.conda
   version: 0.5.21
 - category: main
   dependencies:
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+  name: dask-ml
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-ml-2023.3.24-pyhd8ed1ab_0.conda
+  version: 2023.3.24
 - category: main
   dependencies:
     appdirs: ''
@@ -9316,6 +9279,27 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/geocube-0.4.0-pyhd8ed1ab_0.conda
   version: 0.4.0
+- category: main
+  dependencies:
+    dask: '>=2022.02.0'
+    fastprogress: '>=1.0.0'
+    fsspec: '>=2022.7.0'
+    intake: '>=0.6.6'
+    netcdf4: '>=1.5.5'
+    pydantic: '>=1.9'
+    python: '>=3.8'
+    requests: '>=2.24.0'
+    xarray: '>=2022.06'
+    zarr: '>=2.12'
+  hash:
+    md5: 821a4e9dbb2c98ee0be773d542279ea3
+    sha256: 45af42d9f0e64816e545fe077ca8e8f4a7deaaf1e974c39ccd7e119739ec6162
+  manager: conda
+  name: intake-esm
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/intake-esm-2022.9.18-pyhd8ed1ab_0.tar.bz2
+  version: 2022.9.18
 - category: main
   dependencies:
     geopandas: ''
@@ -9330,6 +9314,26 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/intake-geopandas-0.4.0-pyhd8ed1ab_0.tar.bz2
   version: 0.4.0
+- category: main
+  dependencies:
+    dask: '>=2.2'
+    fsspec: '>=2022'
+    intake: '>=0.6.6'
+    msgpack-python: ''
+    netcdf4: ''
+    python: '>=3.5'
+    requests: ''
+    xarray: '>=2022'
+    zarr: ''
+  hash:
+    md5: 6cc318952c249b55ae83f8a994342672
+    sha256: 711c1a3473c8962c9037182f4a18160b00f8c560be0c0a4dc29786aa927b5fdf
+  manager: conda
+  name: intake-xarray
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/intake-xarray-0.6.1-pyhd8ed1ab_0.tar.bz2
+  version: 0.6.1
 - category: main
   dependencies:
     ipython: ''
@@ -9369,6 +9373,71 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.1.1-pyhd8ed1ab_0.tar.bz2
   version: 1.1.1
+- category: main
+  dependencies:
+    dask: 2023.3.1.*
+    dask-gateway: 2023.1.1.*
+    distributed: 2023.3.1.*
+  hash:
+    md5: 545755e397ff441f119c52e0728d5ca3
+    sha256: e7864dc5eca5451cc80ab59f33f51272166ae4dc0067af19b247b5b1870ebd36
+  manager: conda
+  name: pangeo-dask
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.11-hd8ed1ab_0.conda
+  version: 2023.03.11
+- category: main
+  dependencies:
+    appdirs: ''
+    dask: '>=0.17.1'
+    donfig: ''
+    h5py: ''
+    netcdf4: ''
+    numpy: '>=1.4.1'
+    pillow: ''
+    pooch: ''
+    pyorbital: ''
+    pyproj: ''
+    pyresample: '>=1.10.3'
+    pyspectral: ''
+    python: '>=3.8'
+    pyyaml: ''
+    trollimage: '>=1.5.1'
+    trollsift: ''
+    xarray: '>=0.10.1'
+    zarr: ''
+  hash:
+    md5: e1995a18ce614d28dd58d38ddc46b06a
+    sha256: 5f1f3997faeec3fb385a5cbf6bb7c13eaecf124a8c1142564c6ff19149bf9cec
+  manager: conda
+  name: satpy
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/satpy-0.41.1-pyhd8ed1ab_0.conda
+  version: 0.41.1
+- category: main
+  dependencies:
+    bottleneck: ''
+    cftime: ''
+    dask: ''
+    numba: '>=0.52'
+    numpy: ''
+    properscoring: ''
+    python: '>=3.7'
+    scikit-learn: ''
+    scipy: ''
+    xarray: '>=0.16.1'
+    xhistogram: '>=0.3.0'
+  hash:
+    md5: facc58b60c63642243013e12236e3ea7
+    sha256: 2d0a2bdc5503c5bebf7bb7fe2110e95fbbb4d9d520016a365d8734ba5aba4a6b
+  manager: conda
+  name: xskillscore
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2
+  version: 0.0.24
 - category: main
   dependencies:
     bokeh: '>=1.0.0,!=2.0.0'
@@ -9385,6 +9454,22 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.1.0-pyhd8ed1ab_0.conda
   version: 6.1.0
+- category: main
+  dependencies:
+    fsspec: '>=0.8.4'
+    intake: '>=0.5.1'
+    intake-xarray: '>=0.4'
+    pystac: '>=1.0'
+    python: '>=3.8'
+  hash:
+    md5: d9a48c97623dc88751dbd266b89497e3
+    sha256: 255b745a8740aa412b88892e2c583cd9992cd30a01336c1a28ddc5d8fd0d7c46
+  manager: conda
+  name: intake-stac
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/intake-stac-0.4.0-pyhd8ed1ab_0.tar.bz2
+  version: 0.4.0
 - category: main
   dependencies:
     __unix: ''
@@ -9408,14 +9493,14 @@ package:
     jupyterhub-singleuser: 3.1.1.*
     jupyterlab: 3.6.1.*
     nbgitpuller: 1.1.1.*
-    pangeo-dask: 2023.03.04.*
+    pangeo-dask: 2023.03.11.*
   hash:
-    md5: 7f557ff127741e7f5aadc84be2a2c586
-    sha256: 9910440ee97bf36e3244e4cea16372a973c38307004f282b99b0e5ee9faafd9e
+    md5: 9e4d3e6524af970ff0a68617eb6da9a0
+    sha256: a02bf90dc9805c9a1c8bc78a62b0e2a15c3e30c1e19e3e53d41ddc2402ebffda
   manager: conda
   name: pangeo-notebook
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.05-hd8ed1ab_0.conda
-  version: 2023.03.05
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda
+  version: 2023.03.15
 version: 1
diff --git a/pangeo-notebook/environment.yml b/pangeo-notebook/environment.yml
index 7672a53c..1da5fe72 100644
--- a/pangeo-notebook/environment.yml
+++ b/pangeo-notebook/environment.yml
@@ -63,9 +63,7 @@ dependencies:
  - parcels
  - param
  - pop-tools
- # pyarrow 11 cpu still brings cudatoolkit, pin for now
- - pyarrow=10
- # - pyarrow=*=*cpu
+ - pyarrow
  - pycamhd
  - pydap
  - pygeos
diff --git a/pangeo-notebook/packages.txt b/pangeo-notebook/packages.txt
index a45679b4..7ec7f1ef 100644
--- a/pangeo-notebook/packages.txt
+++ b/pangeo-notebook/packages.txt
@@ -7,60 +7,60 @@ adlfs==2023.1.0
 affine==2.4.0
 aiobotocore==2.4.0
 aiofiles==22.1.0
-aiohttp==3.8.4
+aiohttp==3.7.4.post0
 aioitertools==0.11.0
 aiosignal==1.3.1
 aiosqlite==0.18.0
-alembic==1.9.4
+alembic==1.10.3
 anyio==3.6.2
 aom==3.5.0
 appdirs==1.4.4
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
-argopy==0.1.12
-arrow-cpp==10.0.1
+argopy==0.1.13
+arrow-cpp==11.0.0
 asciitree==0.3.3
-astropy==5.2.1
+astropy==5.2.2
 asttokens==2.2.1
-async-timeout==4.0.2
+async-timeout==3.0.1
 async_generator==1.10
 atk-1.0==2.38.0
 attrs==22.2.0
 av==10.0.0
-aws-c-auth==0.6.25
+aws-c-auth==0.6.26
 aws-c-cal==0.5.21
-aws-c-common==0.8.12
+aws-c-common==0.8.14
 aws-c-compression==0.2.16
 aws-c-event-stream==0.2.20
-aws-c-http==0.7.5
-aws-c-io==0.13.18
+aws-c-http==0.7.6
+aws-c-io==0.13.19
 aws-c-mqtt==0.8.6
-aws-c-s3==0.2.5
-aws-c-sdkutils==0.1.7
+aws-c-s3==0.2.7
+aws-c-sdkutils==0.1.8
 aws-checksums==0.1.14
 aws-crt-cpp==0.19.8
 aws-sdk-cpp==1.10.57
 awscli==1.25.60
-azure-core==1.26.3
+azure-core==1.26.4
 azure-datalake-store==0.0.51
 azure-identity==1.12.0
-azure-storage-blob==12.15.0
+azure-storage-blob==12.16.0
 babel==2.12.1
 backcall==0.2.0
 backports==1.0
 backports.functools_lru_cache==1.6.4
-beautifulsoup4==4.11.2
+beautifulsoup4==4.12.2
 binutils_impl_linux-64==2.39
 binutils_linux-64==2.39
 bleach==6.0.0
-blinker==1.5
+blinker==1.6.2
 blosc==1.21.3
 bokeh==2.4.3
 boltons==23.0.0
 boost-cpp==1.78.0
 boto3==1.24.59
 botocore==1.27.59
-bottleneck==1.3.6
+bottleneck==1.3.7
 bounded-pool-executor==0.0.3
 branca==0.6.0
 brotli==1.0.9
@@ -69,7 +69,7 @@ brotlipy==0.7.0
 brunsli==0.1
 bzip2==1.0.8
 c-ares==1.18.1
-c-blosc2==2.7.1
+c-blosc2==2.8.0
 ca-certificates==2022.12.7
 cached-property==1.5.2
 cached_property==1.5.2
@@ -85,8 +85,9 @@ cfgrib==0.9.10.3
 cfitsio==4.2.0
 cftime==1.6.2
 cgen==2020.1
+chardet==4.0.0
 charls==2.4.1
-charset-normalizer==2.1.1
+charset-normalizer==3.1.0
 ciso==0.2.0
 click==8.1.3
 click-plugins==1.1.1
@@ -94,43 +95,43 @@ cligj==0.7.2
 cloudpickle==2.2.1
 colorama==0.4.4
 colorcet==3.0.1
-comm==0.1.2
+comm==0.1.3
 configobj==5.0.8
 contourpy==1.0.7
-cryptography==39.0.2
-curl==7.88.1
+cryptography==40.0.2
+curl==8.0.1
 cycler==0.11.0
-cython==0.29.33
+cython==0.29.34
 cytoolz==0.12.0
-dask==2023.3.0
-dask-core==2023.3.0
+dask==2023.3.1
+dask-core==2023.3.1
 dask-gateway==2023.1.1
 dask-glm==0.2.0
 dask-labextension==6.1.0
-dask-ml==2022.5.27
+dask-ml==2023.3.24
 datashader==0.14.4
 datashape==0.5.4
 dav1d==1.0.0
-debugpy==1.6.6
+debugpy==1.6.7
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2023.3.0
+distributed==2023.3.1
 docopt==0.6.2
 docrep==0.3.2
 docutils==0.15.2
 donfig==0.7.0
 earthdata==0.2.2
-eccodes==2.28.0
+eccodes==2.29.0
 entrypoints==0.4
 eofs==1.4.0
 erddapy==1.2.1
-esmf==8.4.0
-esmpy==8.4.0
-exceptiongroup==1.1.0
+esmf==8.4.1
+esmpy==8.4.1
+exceptiongroup==1.1.1
 executing==1.2.0
 expat==2.5.0
-fastapi==0.92.0
+fastapi==0.95.1
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
@@ -138,7 +139,7 @@ ffmpeg==5.1.2
 findlibs==0.0.2
 fiona==1.9.1
 flit-core==3.8.0
-flox==0.6.8
+flox==0.6.10
 folium==0.14.0
 font-ttf-dejavu-sans-mono==2.37
 font-ttf-inconsolata==3.000
@@ -147,7 +148,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.38.0
+fonttools==4.39.3
 freeglut==3.2.2
 freetype==2.12.1
 freexl==1.0.6
@@ -172,7 +173,7 @@ geotiff==1.7.1
 geoviews-core==1.9.6
 gettext==0.21.1
 gflags==2.2.2
-gh==2.22.1
+gh==2.25.1
 gh-scoped-creds==4.1
 giflib==5.2.1
 git-lfs==3.3.0
@@ -182,17 +183,17 @@ glog==0.6.0
 gmp==6.2.1
 gnutls==3.7.8
 google-api-core==2.11.0
-google-auth==2.16.2
+google-auth==2.17.3
 google-auth-oauthlib==1.0.0
 google-cloud-core==2.3.2
-google-cloud-storage==2.7.0
+google-cloud-storage==2.8.0
 google-crc32c==1.1.2
 google-resumable-media==2.4.1
 googleapis-common-protos==1.57.1
 graphite2==1.3.13
 graphviz==7.1.0
 greenlet==2.0.2
-grpcio==1.51.1
+grpcio==1.52.1
 gsw==3.4.0
 gtk2==2.24.33
 gts==0.7.6
@@ -205,30 +206,30 @@ hdf4==4.2.15
 hdf5==1.12.2
 heapdict==1.0.1
 holoviews==1.15.4
-hvplot==0.8.2
+hvplot==0.8.3
 icu==70.1
 idna==3.4
 imagecodecs==2023.1.23
-imageio==2.26.0
-importlib-metadata==6.0.0
-importlib_metadata==6.0.0
+imageio==2.27.0
+importlib-metadata==6.3.0
+importlib_metadata==6.3.0
 importlib_resources==5.12.0
 iniconfig==2.0.0
-intake==0.6.7
+intake==0.6.8
 intake-esm==2022.9.18
 intake-geopandas==0.4.0
 intake-stac==0.4.0
 intake-xarray==0.6.1
-ipykernel==6.21.2
+ipykernel==6.22.0
 ipyleaflet==0.17.2
 ipyspin==1.0.1
-ipython==8.11.0
+ipython==8.12.0
 ipython_genutils==0.2.0
 ipytree==0.2.2
 ipyurl==0.1.2
 ipywidgets==8.0.4
 isodate==0.6.1
-jasper==2.0.33
+jasper==4.0.0
 jedi==0.18.2
 jinja2==3.1.2
 jmespath==1.0.1
@@ -236,29 +237,29 @@ joblib==1.2.0
 jpeg==9e
 json-c==0.16
 json5==0.9.5
-jsonpickle==2.2.0
+jsonpickle==3.0.0
 jsonschema==4.17.3
 jupyter-panel-proxy==0.1.0
 jupyter-resource-usage==0.7.1
 jupyter-server-mathjax==0.2.6
 jupyter-server-proxy==3.2.2
-jupyter_client==8.0.3
-jupyter_core==5.2.0
+jupyter_client==8.2.0
+jupyter_core==5.3.0
 jupyter_events==0.6.3
-jupyter_server==2.3.0
-jupyter_server_fileid==0.8.0
+jupyter_server==2.5.0
+jupyter_server_fileid==0.9.0
 jupyter_server_terminals==0.4.4
 jupyter_server_xarray_leaflet==0.2.3
 jupyter_server_ydoc==0.6.1
 jupyter_telemetry==0.1.0
-jupyter_ydoc==0.2.2
+jupyter_ydoc==0.2.3
 jupyterhub-base==3.1.1
 jupyterhub-singleuser==3.1.1
 jupyterlab==3.6.1
 jupyterlab-git==0.41.0
 jupyterlab_pygments==0.2.2
-jupyterlab_server==2.19.0
-jupyterlab_widgets==3.0.5
+jupyterlab_server==2.22.1
+jupyterlab_widgets==3.0.7
 jxrlib==1.1
 kealib==1.5.0
 kerchunk==0.1.0
@@ -267,12 +268,13 @@ keyutils==1.6.1
 kiwisolver==1.4.4
 krb5==1.20.1
 lame==3.100
-lcms2==2.14
+lazy_loader==0.2
+lcms2==2.15
 ld_impl_linux-64==2.39
 lerc==4.0.0
 libabseil==20230125.0
 libaec==1.0.6
-libarrow==10.0.1
+libarrow==11.0.0
 libavif==0.11.1
 libblas==3.9.0
 libbrotlicommon==1.0.9
@@ -280,12 +282,13 @@ libbrotlidec==1.0.9
 libbrotlienc==1.0.9
 libcblas==3.9.0
 libcrc32c==1.1.2
-libcurl==7.88.1
+libcurl==8.0.1
 libdeflate==1.17
 libdrm==2.4.114
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.10
+libexpat==2.5.0
 libffi==3.4.2
 libgcc-devel_linux-64==12.2.0
 libgcc-ng==12.2.0
@@ -297,7 +300,7 @@ libglib==2.74.1
 libglu==9.0.0
 libgomp==12.2.0
 libgoogle-cloud==2.8.0
-libgrpc==1.51.1
+libgrpc==1.52.1
 libiconv==1.17
 libidn2==2.3.4
 libjpeg-turbo==2.1.4
@@ -307,6 +310,7 @@ libllvm11==11.1.0
 libnetcdf==4.9.1
 libnghttp2==1.52.0
 libnsl==2.0.0
+libnuma==2.0.16
 libopenblas==0.3.21
 libopus==1.3.1
 libpciaccess==0.17
@@ -323,13 +327,13 @@ libsqlite==3.40.0
 libssh2==1.10.0
 libstdcxx-ng==12.2.0
 libtasn1==4.19.0
-libthrift==0.18.0
+libthrift==0.18.1
 libtiff==4.5.0
 libtool==2.4.7
 libunistring==0.9.10
 libutf8proc==2.8.0
-libuuid==2.32.1
-libva==2.17.0
+libuuid==2.38.1
+libva==2.18.0
 libvpx==1.11.0
 libwebp==1.2.4
 libwebp-base==1.2.4
@@ -340,27 +344,28 @@ libzip==1.9.2
 libzlib==1.2.13
 libzopfli==1.0.3
 llvmlite==0.39.1
+lmoments3==1.0.5
 locket==1.0.0
 lxml==4.9.2
 lz4==4.3.2
 lz4-c==1.9.4
-mailchecker==5.0.7
+mailchecker==5.0.8
 mako==1.2.4
 mapclassify==2.5.0
-markdown==3.4.1
+markdown==3.4.3
 markupsafe==2.1.2
-matplotlib-base==3.7.0
+matplotlib-base==3.7.1
 matplotlib-inline==0.1.6
 mercantile==1.2.1
-metpy==1.4.0
+metpy==1.4.1
 mistune==2.0.5
-morecantile==3.2.5
+morecantile==3.3.0
 mpi==1.0
 mpi4py==3.1.4
 mpich==4.0.3
 msal==1.21.0
 msal_extensions==1.0.0
-msgpack-python==1.0.4
+msgpack-python==1.0.5
 msrest==0.7.1
 multidict==6.0.4
 multipledispatch==0.6.0
@@ -368,27 +373,27 @@ munch==2.5.0
 munkres==1.1.4
 mypy_extensions==1.0.0
 nb_conda_kernels==2.3.1
-nbclassic==0.5.2
-nbclient==0.7.2
-nbconvert==7.2.9
-nbconvert-core==7.2.9
-nbconvert-pandoc==7.2.9
+nbclassic==0.5.5
+nbclient==0.7.3
+nbconvert==7.3.1
+nbconvert-core==7.3.1
+nbconvert-pandoc==7.3.1
 nbdime==3.1.1
-nbformat==5.7.3
+nbformat==5.8.0
 nbgitpuller==1.1.1
 nbstripout==0.6.1
 nc-time-axis==1.4.1
 ncurses==6.3
 nest-asyncio==1.5.6
 netcdf-fortran==4.6.0
-netcdf4==1.6.2
+netcdf4==1.6.3
 nettle==3.8.1
-networkx==3.0
+networkx==3.1
 noise==1.2.2
-notebook==6.5.2
+notebook==6.5.4
 notebook-shim==0.2.2
 nspr==4.35
-nss==3.88
+nss==3.89
 numba==0.56.4
 numcodecs==0.11.0
 numpy==1.23.5
@@ -398,28 +403,28 @@ odc-geo==0.3.3
 odc-stac==0.3.5
 openh264==2.3.1
 openjpeg==2.5.0
-openssl==3.0.8
-orc==1.8.2
+openssl==3.1.0
+orc==1.8.3
 p11-kit==0.24.1
-packaging==23.0
+packaging==23.1
 pamela==1.0.0
 pandas==1.5.3
 pandoc==2.19.2
 pandocfilters==1.5.0
 panel==0.14.4
-pangeo-dask==2023.03.04
-pangeo-notebook==2023.03.05
+pangeo-dask==2023.03.11
+pangeo-notebook==2023.03.15
 pango==1.50.14
 parallelio==2.5.10
-param==1.12.3
+param==1.13.0
 parcels==2.4.1
 parquet-cpp==1.5.1
 parso==0.8.3
-partd==1.3.0
+partd==1.4.0
 patsy==0.5.3
 pcre2==10.40
 pexpect==4.8.0
-phonenumbers==8.13.7
+phonenumbers==8.13.9
 pickleshare==0.7.5
 pillow==9.4.0
 pint==0.20.1
@@ -427,11 +432,11 @@ pint-xarray==0.3
 pip==23.0.1
 pixman==0.40.0
 pkgutil-resolve-name==1.3.10
-platformdirs==3.1.0
+platformdirs==3.2.0
 pluggy==1.0.0
 pooch==1.7.0
-pop-tools==2021.5.28
-poppler==23.01.0
+pop-tools==2023.3.0
+poppler==23.03.0
 poppler-data==0.4.12
 portalocker==2.7.0
 postgresql==15.2
@@ -446,34 +451,34 @@ psutil==5.9.4
 pthread-stubs==0.4
 ptyprocess==0.7.0
 pure_eval==0.2.2
-pyarrow==10.0.1
+pyarrow==11.0.0
 pyasn1==0.4.8
 pyasn1-modules==0.2.7
 pycamhd==0.7.0
 pycparser==2.21
 pyct==0.4.6
 pyct-core==0.4.6
-pydantic==1.10.5
-pydap==3.3.0
-pyerfa==2.0.0.1
+pydantic==1.10.7
+pydap==3.4.0
+pyerfa==2.0.0.3
 pygeos==0.14
-pygments==2.14.0
+pygments==2.15.0
 pyjwt==2.6.0
-pykdtree==1.3.6
+pykdtree==1.3.7.post0
 pymbolic==2022.2
-pyopenssl==23.0.0
+pyopenssl==23.1.1
 pyorbital==1.7.3
 pyparsing==3.0.9
-pyproj==3.4.1
+pyproj==3.5.0
 pyresample==1.26.1
 pyrsistent==0.19.3
 pyshp==2.3.1
 pysocks==1.7.1
 pyspectral==0.12.3
-pystac==1.6.1
-pystac-client==0.6.0
-pytest==7.2.2
-python==3.10.9
+pystac==1.7.2
+pystac-client==0.6.1
+pytest==7.3.1
+python==3.10.10
 python-benedict==0.24.3
 python-blosc==1.10.6
 python-cmr==0.4.1
@@ -481,7 +486,7 @@ python-dateutil==2.8.2
 python-eccodes==1.5.1
 python-fastjsonschema==2.16.3
 python-fsutil==0.10.0
-python-geotiepoints==1.5.1
+python-geotiepoints==1.6.0
 python-gist==0.10.6
 python-gnupg==0.4.9
 python-graphviz==0.20.1
@@ -489,53 +494,53 @@ python-json-logger==2.0.7
 python-slugify==8.0.1
 python_abi==3.10
 pytools==2022.1.14
-pytz==2022.7.1
+pytz==2023.3
 pyu2f==0.1.5
 pyviz_comms==2.2.1
 pywavelets==1.4.1
 pyyaml==5.4.1
-pyzmq==25.0.0
+pyzmq==25.0.2
 rasterio==1.3.6
 re2==2023.02.02
-readline==8.1.2
-rechunker==0.5.0
+readline==8.2
+rechunker==0.5.1
 requests==2.28.2
 requests-oauthlib==1.3.1
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
-rio-cogeo==3.5.0
-rioxarray==0.13.4
+rio-cogeo==3.5.1
+rioxarray==0.14.1
 rsa==4.7.2
 rtree==1.0.1
 ruamel.yaml==0.17.21
 ruamel.yaml.clib==0.2.7
-s2n==1.3.38
+s2n==1.3.41
 s3fs==2022.11.0
 s3transfer==0.6.0
-satpy==0.40.0
-scikit-image==0.19.3
-scikit-learn==1.2.1
+satpy==0.41.1
+scikit-image==0.20.0
+scikit-learn==1.2.2
 scipy==1.10.1
 seaborn==0.12.2
 seaborn-base==0.12.2
 send2trash==1.8.0
-setuptools==67.4.0
-shapely==1.8.5
+setuptools==58.5.3
+shapely==2.0.1
 simpervisor==0.4
 six==1.16.0
 smmap==3.0.5
 snakeviz==2.1.1
-snappy==1.1.9
+snappy==1.1.10
 sniffio==1.3.0
 snuggs==1.4.7
 sortedcontainers==2.4.0
 soupsieve==2.3.2.post1
 sparse==0.14.0
-sqlalchemy==2.0.4
+sqlalchemy==2.0.9
 sqlite==3.40.0
 stack_data==0.6.2
 stackstac==0.4.3
-starlette==0.25.0
+starlette==0.26.1
 statsmodels==0.13.5
 svt-av1==1.4.1
 sysroot_linux-64==2.12
@@ -543,7 +548,7 @@ tblib==1.7.0
 terminado==0.17.1
 text-unidecode==1.3
 threadpoolctl==3.1.0
-tifffile==2023.2.28
+tifffile==2023.4.12
 tiledb==2.13.2
 tiledb-py==0.19.1
 timezonefinder==6.1.5
@@ -558,34 +563,35 @@ traitlets==5.9.0
 traittypes==0.2.1
 trollimage==1.20.1
 trollsift==0.5.0
-typing-extensions==4.4.0
-typing_extensions==4.4.0
-tzcode==2022g
-tzdata==2022g
+typing-extensions==4.5.0
+typing_extensions==4.5.0
+tzcode==2023c
+tzdata==2023c
+ucx==1.14.0
 ujson==5.7.0
 unicodedata2==15.0.0
 unidecode==1.3.6
-urllib3==1.26.14
-uvicorn==0.20.0
+urllib3==1.26.15
+uvicorn==0.21.1
 wcwidth==0.2.6
 webencodings==0.5.1
 webob==1.8.7
 websocket-client==1.5.1
-wheel==0.38.4
-widgetsnbextension==4.0.5
+wheel==0.40.0
+widgetsnbextension==4.0.7
 wrapt==1.15.0
 x264==1!164.3095
 x265==3.5
-xarray==2023.2.0
-xarray-datatree==0.0.11
+xarray==2023.3.0
+xarray-datatree==0.0.12
 xarray-spatial==0.3.5
 xarray_leaflet==0.2.3
 xarrayutils==1.1.1
 xbatcher==0.3.0
 xcape==0.1.4
-xclim==0.37.0
+xclim==0.42.0
 xerces-c==3.2.4
-xesmf==0.7.0
+xesmf==0.7.1
 xgcm==0.8.1
 xhistogram==0.3.2
 xmip==0.7.1
@@ -615,11 +621,11 @@ y-py==0.5.9
 yaml==0.2.5
 yarl==1.8.2
 ypy-websocket==0.8.2
-zarr==2.13.6
+zarr==2.14.2
 zeromq==4.3.4
 zfp==1.0.0
 zict==2.2.0
 zipp==3.15.0
 zlib==1.2.13
-zlib-ng==2.0.6
+zlib-ng==2.0.7
 zstd==1.5.2
diff --git a/pytorch-notebook/conda-linux-64.lock b/pytorch-notebook/conda-linux-64.lock
index 8c2af6f4..2ba77849 100644
--- a/pytorch-notebook/conda-linux-64.lock
+++ b/pytorch-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: d067d8a24880c279c8cc248a669d090192a561267ce6c9918b44bc5fb98a3f66
+# input_hash: c90ee9ac01c9bf072bb7779bfdc4a9b1ff934f42e1d83fa241bf1a9c9ea877c5
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
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@@ -8,7 +8,7 @@ https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab
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 https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-hab24e00_0.tar.bz2#19410c3df09dfb12d1206132a1d357c5
-https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda#be28f5f7a42ca1a05dadf980e038e7fc
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda#d3ab4eec2e464e7295e19f61e46b4622
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@@ -18,31 +18,30 @@ https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-12.2.0-h46fd767_19.
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-https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda#51fc4fcfb19f5d95ffc8c339db5068e8
+https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda#939e3e74d8be4dac89ce83b20de2492a
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+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_12.conda#4395b0d4f6e3553bc3b804a9a3cdb234
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-https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h36c2ea0_2.tar.bz2#626e68ae9cc5912d6adb79d318cf962d
+https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda#96f3b11872ef6fad973eac856cd2624f
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 https://conda.anaconda.org/conda-forge/linux-64/icu-70.1-h27087fc_0.tar.bz2#87473a15119779e021c314249d4b4aed
@@ -58,11 +57,13 @@ https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.0.9-h166bdaf_8
 https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2#c965a5aa0d5c1c37ffc62dff36e28400
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+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
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 https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.0-h7f98852_0.tar.bz2#39b1328babf85c7c3a61636d9cd50206
+https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda#28bfe2cb11357ccc5be21101a6b7ce86
 https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.21-pthreads_h78a6416_3.tar.bz2#8c5963a49b6035c40646a763293fbb35
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@@ -73,7 +74,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.19.0-h166bdaf_0.tar.b
 https://conda.anaconda.org/conda-forge/linux-64/libtool-2.4.7-h27087fc_0.conda#f204c8ba400ec475452737094fb81d52
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-https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.32.1-h7f98852_1000.tar.bz2#772d69f030955d9646d3d0eaf21d859d
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
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@@ -85,15 +86,15 @@ https://conda.anaconda.org/conda-forge/linux-64/nettle-3.8.1-hc379101_1.tar.bz2#
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-https://conda.anaconda.org/conda-forge/linux-64/openssl-3.0.8-h0b41bf4_0.conda#e043403cd18faf815bf7705ab6c1e092
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.1.0-h0b41bf4_0.conda#2d833be81a21128e317325a01326d36f
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diff --git a/pytorch-notebook/conda-lock.yml b/pytorch-notebook/conda-lock.yml
index 626910c6..75bb3e75 100644
--- a/pytorch-notebook/conda-lock.yml
+++ b/pytorch-notebook/conda-lock.yml
@@ -7,7 +7,7 @@
 # Install this environment as "YOURENV" with:
 #     conda-lock install -n YOURENV --file 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
+#     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:
 #     conda-lock -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/pytorch-notebook/environment.yml -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/pangeo-notebook/environment.yml -f /home/runner/work/pangeo-docker-images/pangeo-docker-images/base-notebook/environment.yml --lockfile conda-lock.yml
 metadata:
@@ -17,7 +17,7 @@ metadata:
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     used_env_vars: []
   content_hash:
-    linux-64: d067d8a24880c279c8cc248a669d090192a561267ce6c9918b44bc5fb98a3f66
+    linux-64: c90ee9ac01c9bf072bb7779bfdc4a9b1ff934f42e1d83fa241bf1a9c9ea877c5
   platforms:
   - linux-64
   sources:
@@ -94,14 +94,14 @@ package:
 - category: main
   dependencies: {}
   hash:
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-    sha256: 6c033342bfc130e62786f31609a9fccaeacddff42768eb1cc549bf6a97fa663e
+    md5: d3ab4eec2e464e7295e19f61e46b4622
+    sha256: 55487fb668057ff57b9e25adb3373f4c169e20b6d6f5874a5fa6c71b3b0a1d58
   manager: conda
   name: gh
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.22.1-ha8f183a_0.conda
-  version: 2.22.1
+  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.25.1-ha8f183a_0.conda
+  version: 2.25.1
 - category: main
   dependencies: {}
   hash:
@@ -204,14 +204,14 @@ package:
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   dependencies: {}
   hash:
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-    sha256: 0bfae0b9962bc0dbf79048f9175b913ed4f53c4310d06708dc7acbb290ad82f6
+    md5: 939e3e74d8be4dac89ce83b20de2492a
+    sha256: 0449138224adfa125b220154408419ec37c06b0b49f63c5954724325903ecf55
   manager: conda
   name: tzdata
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda
-  version: 2022g
+  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2023c-h71feb2d_0.conda
+  version: 2023c
 - category: main
   dependencies:
     font-ttf-dejavu-sans-mono: ''
@@ -293,13 +293,13 @@ package:
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     sysroot_linux-64: ''
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+    md5: 4395b0d4f6e3553bc3b804a9a3cdb234
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+  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.39-h5fc0e48_12.conda
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   url: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2
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   url: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.0-h7f98852_0.tar.bz2
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   url: https://conda.anaconda.org/conda-forge/linux-64/cudnn-8.4.1.50-hed8a83a_0.tar.bz2
   version: 8.4.1.50
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   url: https://conda.anaconda.org/conda-forge/linux-64/libxslt-1.1.37-h873f0b0_0.tar.bz2
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+    dask-gateway: 2023.1.1.*
+    distributed: 2023.3.1.*
+  hash:
+    md5: 545755e397ff441f119c52e0728d5ca3
+    sha256: e7864dc5eca5451cc80ab59f33f51272166ae4dc0067af19b247b5b1870ebd36
+  manager: conda
+  name: pangeo-dask
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2023.03.11-hd8ed1ab_0.conda
+  version: 2023.03.11
+- category: main
+  dependencies:
+    appdirs: ''
+    dask: '>=0.17.1'
+    donfig: ''
+    h5py: ''
+    netcdf4: ''
+    numpy: '>=1.4.1'
+    pillow: ''
+    pooch: ''
+    pyorbital: ''
+    pyproj: ''
+    pyresample: '>=1.10.3'
+    pyspectral: ''
+    python: '>=3.8'
+    pyyaml: ''
+    trollimage: '>=1.5.1'
+    trollsift: ''
+    xarray: '>=0.10.1'
+    zarr: ''
+  hash:
+    md5: e1995a18ce614d28dd58d38ddc46b06a
+    sha256: 5f1f3997faeec3fb385a5cbf6bb7c13eaecf124a8c1142564c6ff19149bf9cec
+  manager: conda
+  name: satpy
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/satpy-0.41.1-pyhd8ed1ab_0.conda
+  version: 0.41.1
+- category: main
+  dependencies:
+    bottleneck: ''
+    cftime: ''
+    dask: ''
+    numba: '>=0.52'
+    numpy: ''
+    properscoring: ''
+    python: '>=3.7'
+    scikit-learn: ''
+    scipy: ''
+    xarray: '>=0.16.1'
+    xhistogram: '>=0.3.0'
+  hash:
+    md5: facc58b60c63642243013e12236e3ea7
+    sha256: 2d0a2bdc5503c5bebf7bb7fe2110e95fbbb4d9d520016a365d8734ba5aba4a6b
+  manager: conda
+  name: xskillscore
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2
+  version: 0.0.24
 - category: main
   dependencies:
     bokeh: '>=1.0.0,!=2.0.0'
@@ -10546,6 +10601,22 @@ package:
   platform: linux-64
   url: https://conda.anaconda.org/conda-forge/noarch/dask-labextension-6.1.0-pyhd8ed1ab_0.conda
   version: 6.1.0
+- category: main
+  dependencies:
+    fsspec: '>=0.8.4'
+    intake: '>=0.5.1'
+    intake-xarray: '>=0.4'
+    pystac: '>=1.0'
+    python: '>=3.8'
+  hash:
+    md5: d9a48c97623dc88751dbd266b89497e3
+    sha256: 255b745a8740aa412b88892e2c583cd9992cd30a01336c1a28ddc5d8fd0d7c46
+  manager: conda
+  name: intake-stac
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/intake-stac-0.4.0-pyhd8ed1ab_0.tar.bz2
+  version: 0.4.0
 - category: main
   dependencies:
     __unix: ''
@@ -10569,14 +10640,14 @@ package:
     jupyterhub-singleuser: 3.1.1.*
     jupyterlab: 3.6.1.*
     nbgitpuller: 1.1.1.*
-    pangeo-dask: 2023.03.04.*
+    pangeo-dask: 2023.03.11.*
   hash:
-    md5: 7f557ff127741e7f5aadc84be2a2c586
-    sha256: 9910440ee97bf36e3244e4cea16372a973c38307004f282b99b0e5ee9faafd9e
+    md5: 9e4d3e6524af970ff0a68617eb6da9a0
+    sha256: a02bf90dc9805c9a1c8bc78a62b0e2a15c3e30c1e19e3e53d41ddc2402ebffda
   manager: conda
   name: pangeo-notebook
   optional: false
   platform: linux-64
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.05-hd8ed1ab_0.conda
-  version: 2023.03.05
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2023.03.15-hd8ed1ab_0.conda
+  version: 2023.03.15
 version: 1
diff --git a/pytorch-notebook/packages.txt b/pytorch-notebook/packages.txt
index a3c77727..1fd27ca3 100644
--- a/pytorch-notebook/packages.txt
+++ b/pytorch-notebook/packages.txt
@@ -9,11 +9,11 @@ adlfs==2023.1.0
 affine==2.4.0
 aiobotocore==2.4.0
 aiofiles==22.1.0
-aiohttp==3.8.4
+aiohttp==3.7.4.post0
 aioitertools==0.11.0
 aiosignal==1.3.1
 aiosqlite==0.18.0
-alembic==1.9.4
+alembic==1.10.3
 antlr-python-runtime==4.9.3
 anyio==3.6.2
 aom==3.5.0
@@ -21,54 +21,54 @@ appdirs==1.4.4
 apprise==1.2.1
 argon2-cffi==21.3.0
 argon2-cffi-bindings==21.2.0
-argopy==0.1.12
-arrow-cpp==10.0.1
+argopy==0.1.13
+arrow-cpp==11.0.0
 asciitree==0.3.3
 asgi-lifespan==1.0.1
-astropy==5.2.1
+astropy==5.2.2
 asttokens==2.2.1
 async-exit-stack==1.0.1
-async-timeout==4.0.2
+async-timeout==3.0.1
 async_generator==1.10
 asyncpg==0.27.0
 atk-1.0==2.38.0
 attrs==22.2.0
 av==10.0.0
-aws-c-auth==0.6.25
+aws-c-auth==0.6.26
 aws-c-cal==0.5.21
-aws-c-common==0.8.12
+aws-c-common==0.8.14
 aws-c-compression==0.2.16
 aws-c-event-stream==0.2.20
-aws-c-http==0.7.5
-aws-c-io==0.13.18
+aws-c-http==0.7.6
+aws-c-io==0.13.19
 aws-c-mqtt==0.8.6
-aws-c-s3==0.2.5
-aws-c-sdkutils==0.1.7
+aws-c-s3==0.2.7
+aws-c-sdkutils==0.1.8
 aws-checksums==0.1.14
 aws-crt-cpp==0.19.8
 aws-sdk-cpp==1.10.57
 awscli==1.25.60
-azure-core==1.26.3
+azure-core==1.26.4
 azure-datalake-store==0.0.51
 azure-identity==1.12.0
-azure-storage-blob==12.15.0
+azure-storage-blob==12.16.0
 babel==2.12.1
 backcall==0.2.0
 backports==1.0
 backports.functools_lru_cache==1.6.4
 bcrypt==3.2.2
-beautifulsoup4==4.11.2
+beautifulsoup4==4.12.2
 binutils_impl_linux-64==2.39
 binutils_linux-64==2.39
 bleach==6.0.0
-blinker==1.5
+blinker==1.6.2
 blosc==1.21.3
 bokeh==2.4.3
 boltons==23.0.0
 boost-cpp==1.78.0
 boto3==1.24.59
 botocore==1.27.59
-bottleneck==1.3.6
+bottleneck==1.3.7
 bounded-pool-executor==0.0.3
 branca==0.6.0
 brotli==1.0.9
@@ -77,7 +77,7 @@ brotlipy==0.7.0
 brunsli==0.1
 bzip2==1.0.8
 c-ares==1.18.1
-c-blosc2==2.7.1
+c-blosc2==2.8.0
 ca-certificates==2022.12.7
 cached-property==1.5.2
 cached_property==1.5.2
@@ -93,8 +93,9 @@ cfgrib==0.9.10.3
 cfitsio==4.2.0
 cftime==1.6.2
 cgen==2020.1
+chardet==4.0.0
 charls==2.4.1
-charset-normalizer==2.1.1
+charset-normalizer==3.1.0
 ciso==0.2.0
 click==8.1.3
 click-plugins==1.1.1
@@ -102,62 +103,62 @@ cligj==0.7.2
 cloudpickle==2.2.1
 colorama==0.4.4
 colorcet==3.0.1
-comm==0.1.2
+comm==0.1.3
 commonmark==0.9.1
 configobj==5.0.8
 contourpy==1.0.7
 coolname==2.2.0
 croniter==1.3.8
-cryptography==39.0.2
+cryptography==40.0.2
 cudatoolkit==11.8.0
 cudnn==8.4.1.50
-curl==7.88.1
+curl==8.0.1
 cycler==0.11.0
-cython==0.29.33
+cython==0.29.34
 cytoolz==0.12.0
-dask==2023.3.0
-dask-core==2023.3.0
+dask==2023.3.1
+dask-core==2023.3.1
 dask-gateway==2023.1.1
 dask-glm==0.2.0
 dask-labextension==6.1.0
-dask-ml==2022.5.27
+dask-ml==2023.3.24
 dataclasses==0.8
 datashader==0.14.4
 datashape==0.5.4
 dateparser==1.1.7
 dav1d==1.0.0
-debugpy==1.6.6
+debugpy==1.6.7
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2023.3.0
+distributed==2023.3.1
 docker-py==6.0.0
 docopt==0.6.2
 docrep==0.3.2
 docutils==0.15.2
 donfig==0.7.0
 earthdata==0.2.2
-eccodes==2.28.0
+eccodes==2.29.0
 efficientnet-pytorch==0.7.1
 einops==0.6.0
 entrypoints==0.4
 eofs==1.4.0
 erddapy==1.2.1
-esmf==8.4.0
-esmpy==8.4.0
-exceptiongroup==1.1.0
+esmf==8.4.1
+esmpy==8.4.1
+exceptiongroup==1.1.1
 executing==1.2.0
 expat==2.5.0
-fastapi==0.92.0
+fastapi==0.95.1
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
 ffmpeg==5.1.2
 findlibs==0.0.2
 fiona==1.9.1
-fire==0.4.0
+fire==0.5.0
 flit-core==3.8.0
-flox==0.6.8
+flox==0.6.10
 folium==0.14.0
 font-ttf-dejavu-sans-mono==2.37
 font-ttf-inconsolata==3.000
@@ -166,7 +167,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.38.0
+fonttools==4.39.3
 freeglut==3.2.2
 freetype==2.12.1
 freexl==1.0.6
@@ -192,7 +193,7 @@ geotiff==1.7.1
 geoviews-core==1.9.6
 gettext==0.21.1
 gflags==2.2.2
-gh==2.22.1
+gh==2.25.1
 gh-scoped-creds==4.1
 giflib==5.2.1
 git-lfs==3.3.0
@@ -202,10 +203,10 @@ glog==0.6.0
 gmp==6.2.1
 gnutls==3.7.8
 google-api-core==2.11.0
-google-auth==2.16.2
+google-auth==2.17.3
 google-auth-oauthlib==1.0.0
 google-cloud-core==2.3.2
-google-cloud-storage==2.7.0
+google-cloud-storage==2.8.0
 google-crc32c==1.1.2
 google-resumable-media==2.4.1
 googleapis-common-protos==1.57.1
@@ -213,7 +214,7 @@ graphite2==1.3.13
 graphviz==7.1.0
 greenlet==2.0.2
 griffe==0.21.0
-grpcio==1.51.1
+grpcio==1.52.1
 gsw==3.4.0
 gtk2==2.24.33
 gts==0.7.6
@@ -230,31 +231,31 @@ holoviews==1.15.4
 hpack==4.0.0
 httpcore==0.16.3
 httpx==0.23.3
-hvplot==0.8.2
+hvplot==0.8.3
 hyperframe==6.0.1
 icu==70.1
 idna==3.4
 imagecodecs==2023.1.23
-imageio==2.26.0
-importlib-metadata==6.0.0
-importlib_metadata==6.0.0
+imageio==2.27.0
+importlib-metadata==6.3.0
+importlib_metadata==6.3.0
 importlib_resources==5.12.0
 iniconfig==2.0.0
-intake==0.6.7
+intake==0.6.8
 intake-esm==2022.9.18
 intake-geopandas==0.4.0
 intake-stac==0.4.0
 intake-xarray==0.6.1
-ipykernel==6.21.2
+ipykernel==6.22.0
 ipyleaflet==0.17.2
 ipyspin==1.0.1
-ipython==8.11.0
+ipython==8.12.0
 ipython_genutils==0.2.0
 ipytree==0.2.2
 ipyurl==0.1.2
 ipywidgets==8.0.4
 isodate==0.6.1
-jasper==2.0.33
+jasper==4.0.0
 jedi==0.18.2
 jinja2==3.1.2
 jmespath==1.0.1
@@ -263,30 +264,30 @@ jpeg==9e
 json-c==0.16
 json5==0.9.5
 jsonpatch==1.32
-jsonpickle==2.2.0
+jsonpickle==3.0.0
 jsonpointer==2.0
 jsonschema==4.17.3
 jupyter-panel-proxy==0.1.0
 jupyter-resource-usage==0.7.1
 jupyter-server-mathjax==0.2.6
 jupyter-server-proxy==3.2.2
-jupyter_client==8.0.3
-jupyter_core==5.2.0
+jupyter_client==8.2.0
+jupyter_core==5.3.0
 jupyter_events==0.6.3
-jupyter_server==2.3.0
-jupyter_server_fileid==0.8.0
+jupyter_server==2.5.0
+jupyter_server_fileid==0.9.0
 jupyter_server_terminals==0.4.4
 jupyter_server_xarray_leaflet==0.2.3
 jupyter_server_ydoc==0.6.1
 jupyter_telemetry==0.1.0
-jupyter_ydoc==0.2.2
+jupyter_ydoc==0.2.3
 jupyterhub-base==3.1.1
 jupyterhub-singleuser==3.1.1
 jupyterlab==3.6.1
 jupyterlab-git==0.41.0
 jupyterlab_pygments==0.2.2
-jupyterlab_server==2.19.0
-jupyterlab_widgets==3.0.5
+jupyterlab_server==2.22.1
+jupyterlab_widgets==3.0.7
 jxrlib==1.1
 kealib==1.5.0
 kerchunk==0.1.0
@@ -296,12 +297,13 @@ kiwisolver==1.4.4
 kornia==0.6.9
 krb5==1.20.1
 lame==3.100
-lcms2==2.14
+lazy_loader==0.2
+lcms2==2.15
 ld_impl_linux-64==2.39
 lerc==4.0.0
 libabseil==20230125.0
 libaec==1.0.6
-libarrow==10.0.1
+libarrow==11.0.0
 libavif==0.11.1
 libblas==3.9.0
 libbrotlicommon==1.0.9
@@ -309,12 +311,13 @@ libbrotlidec==1.0.9
 libbrotlienc==1.0.9
 libcblas==3.9.0
 libcrc32c==1.1.2
-libcurl==7.88.1
+libcurl==8.0.1
 libdeflate==1.17
 libdrm==2.4.114
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.10
+libexpat==2.5.0
 libffi==3.4.2
 libgcc-devel_linux-64==12.2.0
 libgcc-ng==12.2.0
@@ -326,8 +329,8 @@ libglib==2.74.1
 libglu==9.0.0
 libgomp==12.2.0
 libgoogle-cloud==2.8.0
-libgrpc==1.51.1
-libhwloc==2.9.0
+libgrpc==1.52.1
+libhwloc==2.9.1
 libiconv==1.17
 libidn2==2.3.4
 libjpeg-turbo==2.1.4
@@ -337,6 +340,7 @@ libllvm11==11.1.0
 libnetcdf==4.9.1
 libnghttp2==1.52.0
 libnsl==2.0.0
+libnuma==2.0.16
 libopenblas==0.3.21
 libopus==1.3.1
 libpciaccess==0.17
@@ -353,13 +357,13 @@ libsqlite==3.40.0
 libssh2==1.10.0
 libstdcxx-ng==12.2.0
 libtasn1==4.19.0
-libthrift==0.18.0
+libthrift==0.18.1
 libtiff==4.5.0
 libtool==2.4.7
 libunistring==0.9.10
 libutf8proc==2.8.0
-libuuid==2.32.1
-libva==2.17.0
+libuuid==2.38.1
+libva==2.18.0
 libvpx==1.11.0
 libwebp==1.2.4
 libwebp-base==1.2.4
@@ -370,33 +374,34 @@ libzip==1.9.2
 libzlib==1.2.13
 libzopfli==1.0.3
 lightning-utilities==0.3.0
-llvm-openmp==15.0.7
+llvm-openmp==16.0.1
 llvmlite==0.39.1
+lmoments3==1.0.5
 locket==1.0.0
 lxml==4.9.2
 lz4==4.3.2
 lz4-c==1.9.4
 magma==2.6.2
-mailchecker==5.0.7
+mailchecker==5.0.8
 mako==1.2.4
 mapclassify==2.5.0
-markdown==3.4.1
+markdown==3.4.3
 markdown-it-py==2.1.0
 markupsafe==2.1.2
-matplotlib-base==3.7.0
+matplotlib-base==3.7.1
 matplotlib-inline==0.1.6
 mdurl==0.1.0
 mercantile==1.2.1
-metpy==1.4.0
+metpy==1.4.1
 mistune==2.0.5
 mkl==2022.2.1
-morecantile==3.2.5
+morecantile==3.3.0
 mpi==1.0
 mpi4py==3.1.4
 mpich==4.0.3
 msal==1.21.0
 msal_extensions==1.0.0
-msgpack-python==1.0.4
+msgpack-python==1.0.5
 msrest==0.7.1
 multidict==6.0.4
 multipledispatch==0.6.0
@@ -404,29 +409,29 @@ munch==2.5.0
 munkres==1.1.4
 mypy_extensions==1.0.0
 nb_conda_kernels==2.3.1
-nbclassic==0.5.2
-nbclient==0.7.2
-nbconvert==7.2.9
-nbconvert-core==7.2.9
-nbconvert-pandoc==7.2.9
+nbclassic==0.5.5
+nbclient==0.7.3
+nbconvert==7.3.1
+nbconvert-core==7.3.1
+nbconvert-pandoc==7.3.1
 nbdime==3.1.1
-nbformat==5.7.3
+nbformat==5.8.0
 nbgitpuller==1.1.1
 nbstripout==0.6.1
 nc-time-axis==1.4.1
-nccl==2.14.3.1
+nccl==2.15.5.1
 ncurses==6.3
 nest-asyncio==1.5.6
 netcdf-fortran==4.6.0
-netcdf4==1.6.2
+netcdf4==1.6.3
 nettle==3.8.1
-networkx==3.0
+networkx==3.1
 ninja==1.11.1
 noise==1.2.2
-notebook==6.5.2
+notebook==6.5.4
 notebook-shim==0.2.2
 nspr==4.35
-nss==3.88
+nss==3.89
 numba==0.56.4
 numcodecs==0.11.0
 numpy==1.23.5
@@ -437,32 +442,32 @@ odc-stac==0.3.5
 omegaconf==2.3.0
 openh264==2.3.1
 openjpeg==2.5.0
-openssl==3.0.8
-orc==1.8.2
+openssl==3.1.0
+orc==1.8.3
 orjson==3.8.5
 p11-kit==0.24.1
-packaging==23.0
+packaging==23.1
 pamela==1.0.0
 pandas==1.5.3
 pandoc==2.19.2
 pandocfilters==1.5.0
 panel==0.14.4
-pangeo-dask==2023.03.04
-pangeo-notebook==2023.03.05
+pangeo-dask==2023.03.11
+pangeo-notebook==2023.03.15
 pango==1.50.14
 parallelio==2.5.10
-param==1.12.3
+param==1.13.0
 paramiko==3.0.0
 parcels==2.4.1
 parquet-cpp==1.5.1
 parso==0.8.3
-partd==1.3.0
+partd==1.4.0
 pathspec==0.11.0
 patsy==0.5.3
 pcre2==10.40
 pendulum==2.1.2
 pexpect==4.8.0
-phonenumbers==8.13.7
+phonenumbers==8.13.9
 pickleshare==0.7.5
 pillow==9.4.0
 pint==0.20.1
@@ -470,11 +475,11 @@ pint-xarray==0.3
 pip==23.0.1
 pixman==0.40.0
 pkgutil-resolve-name==1.3.10
-platformdirs==3.1.0
+platformdirs==3.2.0
 pluggy==1.0.0
 pooch==1.7.0
-pop-tools==2021.5.28
-poppler==23.01.0
+pop-tools==2023.3.0
+poppler==23.03.0
 poppler-data==0.4.12
 portalocker==2.7.0
 postgresql==15.2
@@ -491,35 +496,35 @@ psutil==5.9.4
 pthread-stubs==0.4
 ptyprocess==0.7.0
 pure_eval==0.2.2
-pyarrow==10.0.1
+pyarrow==11.0.0
 pyasn1==0.4.8
 pyasn1-modules==0.2.7
 pycamhd==0.7.0
 pycparser==2.21
 pyct==0.4.6
 pyct-core==0.4.6
-pydantic==1.10.5
-pydap==3.3.0
-pyerfa==2.0.0.1
+pydantic==1.10.7
+pydap==3.4.0
+pyerfa==2.0.0.3
 pygeos==0.14
-pygments==2.14.0
+pygments==2.15.0
 pyjwt==2.6.0
-pykdtree==1.3.6
+pykdtree==1.3.7.post0
 pymbolic==2022.2
 pynacl==1.5.0
-pyopenssl==23.0.0
+pyopenssl==23.1.1
 pyorbital==1.7.3
 pyparsing==3.0.9
-pyproj==3.4.1
+pyproj==3.5.0
 pyresample==1.26.1
 pyrsistent==0.19.3
 pyshp==2.3.1
 pysocks==1.7.1
 pyspectral==0.12.3
-pystac==1.6.1
-pystac-client==0.6.0
-pytest==7.2.2
-python==3.10.9
+pystac==1.7.2
+pystac-client==0.6.1
+pytest==7.3.1
+python==3.10.10
 python-benedict==0.24.3
 python-blosc==1.10.6
 python-cmr==0.4.1
@@ -527,7 +532,7 @@ python-dateutil==2.8.2
 python-eccodes==1.5.1
 python-fastjsonschema==2.16.3
 python-fsutil==0.10.0
-python-geotiepoints==1.5.1
+python-geotiepoints==1.6.0
 python-gist==0.10.6
 python-gnupg==0.4.9
 python-graphviz==0.20.1
@@ -539,7 +544,7 @@ python_abi==3.10
 pytools==2022.1.14
 pytorch==1.13.1
 pytorch-lightning==1.8.6
-pytz==2022.7.1
+pytz==2023.3
 pytz-deprecation-shim==0.1.0.post0
 pytzdata==2020.1
 pyu2f==0.1.5
@@ -547,13 +552,13 @@ pyviz_comms==2.2.1
 pywavelets==1.4.1
 pywin32-on-windows==0.1.0
 pyyaml==5.4.1
-pyzmq==25.0.0
+pyzmq==25.0.2
 qhull==2020.2
 rasterio==1.3.6
 re2==2023.02.02
 readchar==4.0.3
-readline==8.1.2
-rechunker==0.5.0
+readline==8.2
+rechunker==0.5.1
 regex==2022.10.31
 requests==2.28.2
 requests-oauthlib==1.3.1
@@ -561,46 +566,46 @@ rfc3339-validator==0.1.4
 rfc3986==1.5.0
 rfc3986-validator==0.1.1
 rich==13.3.1
-rio-cogeo==3.5.0
-rioxarray==0.13.4
+rio-cogeo==3.5.1
+rioxarray==0.14.1
 rsa==4.7.2
 rtree==1.0.1
 ruamel.yaml==0.17.21
 ruamel.yaml.clib==0.2.7
-s2n==1.3.38
+s2n==1.3.41
 s3fs==2022.11.0
 s3transfer==0.6.0
-satpy==0.40.0
-scikit-image==0.19.3
-scikit-learn==1.2.1
+satpy==0.41.1
+scikit-image==0.20.0
+scikit-learn==1.2.2
 scipy==1.10.1
 seaborn==0.12.2
 seaborn-base==0.12.2
 segmentation-models-pytorch==0.3.1
 send2trash==1.8.0
-setuptools==67.4.0
-shapely==1.8.5
+setuptools==58.5.3
+shapely==2.0.1
 shellingham==1.5.0.post1
 simpervisor==0.4
 six==1.16.0
 sleef==3.5.1
 smmap==3.0.5
 snakeviz==2.1.1
-snappy==1.1.9
+snappy==1.1.10
 sniffio==1.3.0
 snuggs==1.4.7
 sortedcontainers==2.4.0
 soupsieve==2.3.2.post1
 sparse==0.14.0
-sqlalchemy==2.0.4
+sqlalchemy==2.0.9
 sqlite==3.40.0
 stack_data==0.6.2
 stackstac==0.4.3
-starlette==0.25.0
+starlette==0.26.1
 statsmodels==0.13.5
 svt-av1==1.4.1
 sysroot_linux-64==2.12
-tbb==2021.8.0
+tbb==2021.9.0
 tblib==1.7.0
 tensorboard==2.11.2
 tensorboard-data-server==0.6.1
@@ -610,7 +615,7 @@ termcolor==2.2.0
 terminado==0.17.1
 text-unidecode==1.3
 threadpoolctl==3.1.0
-tifffile==2023.2.28
+tifffile==2023.4.12
 tiledb==2.13.2
 tiledb-py==0.19.1
 timezonefinder==6.1.5
@@ -621,7 +626,7 @@ toml==0.10.2
 tomli==2.0.1
 toolz==0.12.0
 torchgeo==0.4.0
-torchmetrics==0.11.3
+torchmetrics==0.11.4
 torchvision==0.14.1
 tornado==6.2
 tqdm==4.65.0
@@ -630,37 +635,37 @@ traittypes==0.2.1
 trollimage==1.20.1
 trollsift==0.5.0
 typer==0.4.2
-typing-extensions==4.4.0
-typing_extensions==4.4.0
-tzcode==2022g
-tzdata==2022g
+typing-extensions==4.5.0
+typing_extensions==4.5.0
+tzcode==2023c
+tzdata==2023c
 tzlocal==4.2
-ucx==1.12.1
+ucx==1.14.0
 ujson==5.7.0
 unicodedata2==15.0.0
 unidecode==1.3.6
-urllib3==1.26.14
-uvicorn==0.20.0
+urllib3==1.26.15
+uvicorn==0.21.1
 wcwidth==0.2.6
 webencodings==0.5.1
 webob==1.8.7
 websocket-client==1.5.1
 werkzeug==2.2.2
-wheel==0.38.4
-widgetsnbextension==4.0.5
+wheel==0.40.0
+widgetsnbextension==4.0.7
 wrapt==1.15.0
 x264==1!164.3095
 x265==3.5
-xarray==2023.2.0
-xarray-datatree==0.0.11
+xarray==2023.3.0
+xarray-datatree==0.0.12
 xarray-spatial==0.3.5
 xarray_leaflet==0.2.3
 xarrayutils==1.1.1
 xbatcher==0.3.0
 xcape==0.1.4
-xclim==0.37.0
+xclim==0.42.0
 xerces-c==3.2.4
-xesmf==0.7.0
+xesmf==0.7.1
 xgcm==0.8.1
 xhistogram==0.3.2
 xmip==0.7.1
@@ -690,11 +695,11 @@ y-py==0.5.9
 yaml==0.2.5
 yarl==1.8.2
 ypy-websocket==0.8.2
-zarr==2.13.6
+zarr==2.14.2
 zeromq==4.3.4
 zfp==1.0.0
 zict==2.2.0
 zipp==3.15.0
 zlib==1.2.13
-zlib-ng==2.0.6
+zlib-ng==2.0.7
 zstd==1.5.2