diff --git a/base-notebook/conda-linux-64.lock b/base-notebook/conda-linux-64.lock
index 811706eb..40acaffe 100644
--- a/base-notebook/conda-linux-64.lock
+++ b/base-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 026d9001d6443ae8e495a864e69592a8cb32ab2a94880de039d3fb3e3b1f9f4d
+# input_hash: 27684f893c894ff7376cd74b929a7a8d60f016bacd845f870909f5ada66381fb
 @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-2024.2.2-hbcca054_0.conda#2f4327a1cbe7f022401b236e915a5fef
@@ -155,7 +155,7 @@ https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.1-pyhd8ed1ab_0.conda#2f
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-https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.10.0-pyha770c72_0.conda#16ae769069b380646c47142d719ef466
+https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.11.0-pyha770c72_0.conda#6ef2fc37559256cf682d8b3375e89b80
 https://conda.anaconda.org/conda-forge/noarch/typing_utils-0.1.0-pyhd8ed1ab_0.tar.bz2#eb67e3cace64c66233e2d35949e20f92
 https://conda.anaconda.org/conda-forge/noarch/uri-template-1.3.0-pyhd8ed1ab_0.conda#0944dc65cb4a9b5b68522c3bb585d41c
 https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.2.13-pyhd8ed1ab_0.conda#68f0738df502a14213624b288c60c9ad
@@ -204,7 +204,7 @@ https://conda.anaconda.org/conda-forge/noarch/rfc3339-validator-0.1.4-pyhd8ed1ab
 https://conda.anaconda.org/conda-forge/linux-64/ruamel.yaml-0.18.6-py311h459d7ec_0.conda#4dccc0bc3bb4d6e5c30bccbd053c4f90
 https://conda.anaconda.org/conda-forge/noarch/terminado-0.18.1-pyh0d859eb_0.conda#efba281bbdae5f6b0a1d53c6d4a97c93
 https://conda.anaconda.org/conda-forge/noarch/tinycss2-1.2.1-pyhd8ed1ab_0.tar.bz2#7234c9eefff659501cd2fe0d2ede4d48
-https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.10.0-hd8ed1ab_0.conda#091683b9150d2ebaa62fd7e2c86433da
+https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.11.0-hd8ed1ab_0.conda#471e3988f8ca5e9eb3ce6be7eac3bcee
 https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.1-pyhd8ed1ab_0.conda#08807a87fa7af10754d46f63b368e016
 https://conda.anaconda.org/conda-forge/linux-64/yarl-1.9.4-py311h459d7ec_0.conda#fff0f2058e9d86c8bf5848ee93917a8d
 https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.3-py311h459d7ec_1.conda#7fd17e8947afbddd2855720d643a48f0
@@ -227,7 +227,7 @@ https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.1-pyhd8ed1ab_1.conda#
 https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-23.1.0-pyhd8ed1ab_0.conda#3afef1f55a1366b4d3b6a0d92e2235e4
 https://conda.anaconda.org/conda-forge/linux-64/aws-crt-cpp-0.26.4-h58a74b7_3.conda#44b522426a11ab2afbd09b0746b0e4cd
 https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.2.0-py311h9547e67_0.conda#40828c5b36ef52433e21f89943e09f33
-https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.0-pyhd8ed1ab_0.conda#291ae1e1179a934cfb7dfbbb802206d6
+https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.1-pyhd8ed1ab_0.conda#52387f00fee8dcd5cf75f8886025293f
 https://conda.anaconda.org/conda-forge/noarch/httpx-0.27.0-pyhd8ed1ab_0.conda#9f359af5a886fd6ca6b2b6ea02e58332
 https://conda.anaconda.org/conda-forge/noarch/ipython-8.22.2-pyh707e725_0.conda#f0abe827c8a7c6d91bccdf90cb1fbee3
 https://conda.anaconda.org/conda-forge/noarch/isoduration-20.11.0-pyhd8ed1ab_0.tar.bz2#4cb68948e0b8429534380243d063a27a
@@ -239,14 +239,14 @@ https://conda.anaconda.org/conda-forge/noarch/pyopenssl-24.0.0-pyhd8ed1ab_0.cond
 https://conda.anaconda.org/conda-forge/linux-64/aws-sdk-cpp-1.11.267-hb1af6a8_4.conda#3e735ae06073894080acd78365e78936
 https://conda.anaconda.org/conda-forge/noarch/bokeh-3.4.0-pyhd8ed1ab_0.conda#eebbbfdb7eb885ddc751c790c3d0ad64
 https://conda.anaconda.org/conda-forge/noarch/certipy-0.1.3-py_0.tar.bz2#23486713ef5712923e7c57cae609b22e
-https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.0-pyhd8ed1ab_0.conda#5085b4511ddca32d600783bed80a420f
+https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.1-pyhd8ed1ab_0.conda#822b8d8216764941bb099fea588127ad
 https://conda.anaconda.org/conda-forge/noarch/ipykernel-6.29.3-pyhd33586a_0.conda#e0deff12c601ce5cb7476f93718f3168
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 https://conda.anaconda.org/conda-forge/noarch/jsonschema-with-format-nongpl-4.21.1-pyhd8ed1ab_0.conda#26bce4b5405738c09304d4f4796b2c2a
 https://conda.anaconda.org/conda-forge/noarch/jupyter_telemetry-0.1.0-pyhd8ed1ab_1.tar.bz2#bb9ebdb6d5aa2622484aff1faceee181
 https://conda.anaconda.org/conda-forge/noarch/nbformat-5.10.4-pyhd8ed1ab_0.conda#0b57b5368ab7fc7cdc9e3511fa867214
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-https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.4-pyh31011fe_0.conda#d65db9892ad9b0f05bef6109a2cb7f31
+https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.5-pyh31011fe_0.conda#bf0429cd00ccda12d5f801a39dcf6f02
 https://conda.anaconda.org/conda-forge/linux-64/libarrow-15.0.2-hb86450c_1_cpu.conda#b68f648f3e2f60755adaa5bfb93287d0
 https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.0-pyhd8ed1ab_0.conda#15b51397e0fe8ea7d7da60d83eb76ebc
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@@ -264,13 +264,13 @@ https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-15.0.2-h757c8
 https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.4-pyhd8ed1ab_0.conda#3d85618e2c97ab896b5b5e298d32b5b3
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.5-pyhd8ed1ab_0.conda#04b1ca9d7ac414b3f5c3fb16066c6861
 https://conda.anaconda.org/conda-forge/linux-64/pyarrow-15.0.2-py311h39c9aba_1_cpu.conda#9279ae695726f9217888f9845f578f2f
-https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.9-pyhd8ed1ab_0.conda#f62eb0fa201e2c654aaefa8702c50257
+https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.10-pyhd8ed1ab_0.conda#72336dc66c3b4f5743d7c65f7de40116
 https://conda.anaconda.org/conda-forge/noarch/dask-labextension-7.0.0-pyhd8ed1ab_0.conda#bccfda61b2c35a3cec53bd3417e3d783
-https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.4-pyh31011fe_0.conda#6193be81a0e66ea479b75f81f5c8f479
+https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.5-pyh31011fe_0.conda#aeb12b180483bd999a6cb60b069273ad
 https://conda.anaconda.org/conda-forge/noarch/notebook-7.1.2-pyhd8ed1ab_0.conda#fa781da51f05c9211b75b5e7bcff8136
 https://conda.anaconda.org/conda-forge/noarch/pyarrow-hotfix-0.6-pyhd8ed1ab_0.conda#ccc06e6ef2064ae129fab3286299abda
-https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.0-pyhd8ed1ab_0.conda#d8a33621ec5fc18dee18f2caa2d82ece
+https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.1-pyhd8ed1ab_0.conda#1afbed2c3ca32ee7c7acd9939460ddd3
 https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.2.1-pyhd8ed1ab_0.conda#73abf90c19790f8d6c600b0aa152c932
 https://conda.anaconda.org/conda-forge/noarch/dask-gateway-2024.1.0-pyh8af1aa0_0.conda#8e8c5875b0bbdf9777ab6f02ae350ebd
-https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.03-hd8ed1ab_0.conda#dadbc9c41e4bd758f1b3fcf3559d1d3c
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.03-hd8ed1ab_1.conda#59a9782c6c84f3275f90bf48f21af23c
+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda#71d7e24247485237d51fd92efa09d6c4
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda#010bc70bd25e3cf89f0b84fc7905908d
diff --git a/base-notebook/conda-lock.yml b/base-notebook/conda-lock.yml
index 8eb13187..d0b55703 100644
--- a/base-notebook/conda-lock.yml
+++ b/base-notebook/conda-lock.yml
@@ -13,7 +13,7 @@
 version: 1
 metadata:
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+    linux-64: 27684f893c894ff7376cd74b929a7a8d60f016bacd845f870909f5ada66381fb
   channels:
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     used_env_vars: []
@@ -2022,15 +2022,15 @@ package:
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-  version: 4.10.0
+  version: 4.11.0
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   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.10.0-pyha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.11.0-pyha770c72_0.conda
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 - name: typing_utils
@@ -2687,15 +2687,15 @@ package:
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 - name: typing-extensions
-  version: 4.10.0
+  version: 4.11.0
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   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.10.0-hd8ed1ab_0.conda
+    typing_extensions: 4.11.0
+  url: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.11.0-hd8ed1ab_0.conda
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@@ -3048,7 +3048,7 @@ package:
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 - name: dask-core
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+  version: 2024.4.1
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@@ -3061,10 +3061,10 @@ package:
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     toolz: '>=0.10.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.1-pyhd8ed1ab_0.conda
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+  version: 2024.4.1
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     cloudpickle: '>=1.5.0'
     cytoolz: '>=0.10.1'
-    dask-core: '>=2024.4.0,<2024.4.1.0a0'
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     locket: '>=1.0.0'
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@@ -3280,10 +3280,10 @@ package:
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     zict: '>=3.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.1-pyhd8ed1ab_0.conda
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@@ -3401,7 +3401,7 @@ package:
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+  version: 4.1.5
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@@ -3422,10 +3422,10 @@ package:
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     traitlets: '>=4.3.2'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.4-pyh31011fe_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.5-pyh31011fe_0.conda
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+  version: 1.0.10
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-  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.9-pyhd8ed1ab_0.conda
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+  version: 4.1.5
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     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.0-pyhd8ed1ab_0.conda
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+  version: 2024.04.05
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+    dask: 2024.4.1.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.4.0.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.03-hd8ed1ab_0.conda
+    distributed: 2024.4.1.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: dadbc9c41e4bd758f1b3fcf3559d1d3c
-    sha256: 21efdb8d85852a1527adead513ad01fe99e6f6334bd52849dd812b436102f378
+    md5: 71d7e24247485237d51fd92efa09d6c4
+    sha256: d179288016016bf4646f499c1693c54cb7c93f562aa9b84f02c329a7d48557ad
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.04.03
+  version: 2024.04.05
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
     jupyter-server-proxy: 4.1.2.*
-    jupyterhub-singleuser: 4.1.4.*
+    jupyterhub-singleuser: 4.1.5.*
     jupyterlab: 4.1.5.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2024.04.03.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.03-hd8ed1ab_1.conda
+    pangeo-dask: 2024.04.05.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: 59a9782c6c84f3275f90bf48f21af23c
-    sha256: 560b7e5fcbe5b6e7a79bc4d25f48651ccdf11b148cf5ad0676e4fe03557ff591
+    md5: 010bc70bd25e3cf89f0b84fc7905908d
+    sha256: 2024cbb407c0f32609f909f760c7c5fc32d363cc2cf0f0715989a736ca137f04
   category: main
   optional: false
diff --git a/base-notebook/environment.yml b/base-notebook/environment.yml
index 25d075f7..d6e09c97 100644
--- a/base-notebook/environment.yml
+++ b/base-notebook/environment.yml
@@ -4,5 +4,5 @@ channels:
   - nodefaults
 dependencies:
   - python=3.11
-  - pangeo-notebook=2024.04.03
+  - pangeo-notebook=2024.04.05
   - pip
diff --git a/base-notebook/packages.txt b/base-notebook/packages.txt
index 82066051..a56b3fbb 100644
--- a/base-notebook/packages.txt
+++ b/base-notebook/packages.txt
@@ -47,15 +47,15 @@ comm==0.2.2
 contourpy==1.2.0
 cryptography==42.0.5
 cytoolz==0.12.3
-dask==2024.4.0
-dask-core==2024.4.0
-dask-expr==1.0.9
+dask==2024.4.1
+dask-core==2024.4.1
+dask-expr==1.0.10
 dask-gateway==2024.1.0
 dask-labextension==7.0.0
 debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
-distributed==2024.4.0
+distributed==2024.4.1
 entrypoints==0.4
 exceptiongroup==1.2.0
 executing==2.0.1
@@ -96,8 +96,8 @@ jupyter_events==0.10.0
 jupyter_server==2.13.0
 jupyter_server_terminals==0.5.3
 jupyter_telemetry==0.1.0
-jupyterhub-base==4.1.4
-jupyterhub-singleuser==4.1.4
+jupyterhub-base==4.1.5
+jupyterhub-singleuser==4.1.5
 jupyterlab==4.1.5
 jupyterlab_pygments==0.3.0
 jupyterlab_server==2.25.4
@@ -187,8 +187,8 @@ packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
-pangeo-dask==2024.04.03
-pangeo-notebook==2024.04.03
+pangeo-dask==2024.04.05
+pangeo-notebook==2024.04.05
 parso==0.8.4
 partd==1.4.1
 pexpect==4.9.0
@@ -249,8 +249,8 @@ toolz==0.12.1
 tornado==6.4
 traitlets==5.14.2
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
-typing_extensions==4.10.0
+typing-extensions==4.11.0
+typing_extensions==4.11.0
 typing_utils==0.1.0
 tzdata==2024a
 ucx==1.15.0
diff --git a/ml-notebook/conda-linux-64.lock b/ml-notebook/conda-linux-64.lock
index cec991da..37a224db 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: 504954aa7a787e7c5dcf9020c5fd0b58b76ad1206b95e9a3399886eab15a2eb1
+# input_hash: 4cba28be05e658de44d321a2b554967a329ee4e99eb4b93722913322dd1a04c1
 @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/_py-xgboost-mutex-2.0-gpu_0.tar.bz2#7702188077361f43a4d61e64c694f850
@@ -235,7 +235,6 @@ https://conda.anaconda.org/conda-forge/linux-64/jsonpointer-2.4-py311h38be061_3.
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab_widgets-3.0.10-pyhd8ed1ab_0.conda#16b73b2c4ff7dda8bbecf88aadfe2027
 https://conda.anaconda.org/conda-forge/noarch/keras-2.14.0-pyhd8ed1ab_0.conda#1f549fcd82b651b879789fd922e32e1f
 https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.5-py311h9547e67_1.conda#2c65bdf442b0d37aad080c8a4e0d452f
-https://conda.anaconda.org/conda-forge/noarch/lazy_loader-0.3-pyhd8ed1ab_0.conda#69ea1d0fa7ab33b48c88394ad1dead65
 https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.16-hb7c19ff_0.conda#51bb7010fc86f70eee639b4bb7a894f5
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 https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.7.1-hca28451_0.conda#755c7f876815003337d2c61ff5d047e5
@@ -318,7 +317,7 @@ https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.1-pyhd8ed1ab_0.conda#2f
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-https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.10.0-pyha770c72_0.conda#16ae769069b380646c47142d719ef466
+https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.11.0-pyha770c72_0.conda#6ef2fc37559256cf682d8b3375e89b80
 https://conda.anaconda.org/conda-forge/noarch/typing_utils-0.1.0-pyhd8ed1ab_0.tar.bz2#eb67e3cace64c66233e2d35949e20f92
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 https://conda.anaconda.org/conda-forge/linux-64/ujson-5.9.0-py311hb755f60_0.conda#36dda52dc99a4fb9cadd3b738ec24848
@@ -361,7 +360,7 @@ https://conda.anaconda.org/conda-forge/noarch/configobj-5.0.8-pyhd8ed1ab_0.conda
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-https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.50.0-py311h459d7ec_0.conda#fcdef52b45265eece45de756b164a9a7
+https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.51.0-py311h459d7ec_0.conda#17e1997cc17c571d5ad27bd0159f616c
 https://conda.anaconda.org/conda-forge/noarch/geopy-2.4.1-pyhd8ed1ab_1.conda#358c17429c97883b2cb9ab5f64bc161b
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@@ -418,12 +417,12 @@ https://conda.anaconda.org/conda-forge/noarch/tinycss2-1.2.1-pyhd8ed1ab_0.tar.bz
 https://conda.anaconda.org/conda-forge/noarch/tqdm-4.66.2-pyhd8ed1ab_0.conda#2b8dfb969f984497f3f98409a9545776
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-https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.10.0-hd8ed1ab_0.conda#091683b9150d2ebaa62fd7e2c86433da
+https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.11.0-hd8ed1ab_0.conda#471e3988f8ca5e9eb3ce6be7eac3bcee
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-https://conda.anaconda.org/conda-forge/noarch/yamale-4.0.4-pyh6c4a22f_0.tar.bz2#cc9f59f147740d88679bf1bd94dbe588
+https://conda.anaconda.org/conda-forge/noarch/yamale-5.0.0-pyhca7485f_0.conda#53c70f2dd94c690afd8606de7e952fe7
 https://conda.anaconda.org/conda-forge/linux-64/yarl-1.9.4-py311h459d7ec_0.conda#fff0f2058e9d86c8bf5848ee93917a8d
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@@ -445,6 +444,7 @@ https://conda.anaconda.org/conda-forge/noarch/importlib_metadata-7.1.0-hd8ed1ab_
 https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2023.12.1-pyhd8ed1ab_0.conda#a0e4efb5f35786a05af4809a2fb1f855
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 https://conda.anaconda.org/conda-forge/linux-64/kealib-1.5.3-h2f55d51_0.conda#f7e7077802927590efc8bf7328208f12
+https://conda.anaconda.org/conda-forge/noarch/lazy_loader-0.4-pyhd8ed1ab_0.conda#a284ff318fbdb0dd83928275b4b6087c
 https://conda.anaconda.org/conda-forge/linux-64/libgirepository-1.78.1-h003a4f0_1.conda#806406c7008aab9b295d0cea4d5f90e0
 https://conda.anaconda.org/conda-forge/linux-64/libnetcdf-4.9.2-nompi_h9612171_113.conda#b2414908e43c442ddc68e6148774a304
 https://conda.anaconda.org/conda-forge/linux-64/libopenvino-auto-batch-plugin-2023.2.0-h59595ed_1.conda#a5de9633b1391a4a93bb59f03907de72
@@ -491,7 +491,7 @@ https://conda.anaconda.org/conda-forge/noarch/cgen-2020.1-py_0.tar.bz2#f51cf23f7
 https://conda.anaconda.org/conda-forge/linux-64/ciso-0.2.0-py311h1f0f07a_2.conda#93f5a1d6842951c404d01f4f375db170
 https://conda.anaconda.org/conda-forge/noarch/colorspacious-1.1.2-pyh24bf2e0_0.tar.bz2#b73afa0d009a51cabd3ec99c4d2ef4f3
 https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.2.0-py311h9547e67_0.conda#40828c5b36ef52433e21f89943e09f33
-https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.0-pyhd8ed1ab_0.conda#291ae1e1179a934cfb7dfbbb802206d6
+https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.1-pyhd8ed1ab_0.conda#52387f00fee8dcd5cf75f8886025293f
 https://conda.anaconda.org/conda-forge/noarch/eofs-1.4.1-pyhd8ed1ab_1.conda#5fc43108dee4106f23050acc7a101233
 https://conda.anaconda.org/conda-forge/noarch/folium-0.16.0-pyhd8ed1ab_0.conda#cb1d2aa705a5b1f0fbdabd1beebce205
 https://conda.anaconda.org/conda-forge/noarch/gh-scoped-creds-4.1-pyhd8ed1ab_0.tar.bz2#726906d636cc2e711d79abd236ce441f
@@ -547,10 +547,10 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-sdk-cpp-1.10.57-h85b1a90_19.
 https://conda.anaconda.org/conda-forge/linux-64/awscli-2.13.39-py311h38be061_0.conda#16777a2e2f3c24ea5885829424ef234a
 https://conda.anaconda.org/conda-forge/noarch/azure-datalake-store-0.0.51-pyh9f0ad1d_0.tar.bz2#0a6d240a3a8198dce8508a5409b4737e
 https://conda.anaconda.org/conda-forge/noarch/azure-storage-blob-12.19.1-pyhd8ed1ab_0.conda#57fdaf60fb362bb31c685b0f5e2b1f3a
-https://conda.anaconda.org/conda-forge/noarch/bokeh-3.3.4-pyhd8ed1ab_0.conda#6cc92bba68b7bb5a3b180e96508f9480
+https://conda.anaconda.org/conda-forge/noarch/bokeh-3.4.0-pyhd8ed1ab_0.conda#eebbbfdb7eb885ddc751c790c3d0ad64
 https://conda.anaconda.org/conda-forge/noarch/boto3-1.34.51-pyhd8ed1ab_0.conda#bd19311f73611626b31afc608af438cd
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-https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.0-pyhd8ed1ab_0.conda#5085b4511ddca32d600783bed80a420f
+https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.1-pyhd8ed1ab_0.conda#822b8d8216764941bb099fea588127ad
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@@ -590,7 +590,7 @@ https://conda.anaconda.org/conda-forge/noarch/tifffile-2020.6.3-py_0.tar.bz2#1fb
 https://conda.anaconda.org/conda-forge/linux-64/timezonefinder-6.4.1-py311h459d7ec_0.conda#af11220a372084316eec2d948ae06f1a
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-https://conda.anaconda.org/conda-forge/noarch/zarr-2.17.1-pyhd8ed1ab_0.conda#8c67aa8327cbab135ea576568df3190c
+https://conda.anaconda.org/conda-forge/noarch/zarr-2.17.2-pyhd8ed1ab_0.conda#48b23fc2b41fba30a5486deefbfd6220
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@@ -611,7 +611,7 @@ https://conda.anaconda.org/conda-forge/noarch/ipytree-0.2.2-pyhd8ed1ab_0.tar.bz2
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-https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.4-pyh31011fe_0.conda#d65db9892ad9b0f05bef6109a2cb7f31
+https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.5-pyh31011fe_0.conda#bf0429cd00ccda12d5f801a39dcf6f02
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@@ -620,7 +620,7 @@ https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.0-pyhd8ed1ab_0.conda
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-https://conda.anaconda.org/conda-forge/noarch/panel-1.3.8-pyhd8ed1ab_0.conda#b0d07735332e9ade54575e1cd437cb53
+https://conda.anaconda.org/conda-forge/noarch/panel-1.4.0-pyhd8ed1ab_0.conda#72a1705b2033e07bab7b9c105252a23f
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@@ -632,7 +632,7 @@ https://conda.anaconda.org/conda-forge/noarch/stackstac-0.5.0-pyhd8ed1ab_0.conda
 https://conda.anaconda.org/conda-forge/noarch/xarray-datatree-0.0.14-pyhd8ed1ab_0.conda#d7d176a24b7dee88e07ad75930306e6a
 https://conda.anaconda.org/conda-forge/noarch/xpublish-0.3.3-pyhd8ed1ab_0.conda#d31757f86898360e74011323e0c757b1
 https://conda.anaconda.org/conda-forge/noarch/adlfs-2024.2.0-pyhd8ed1ab_1.conda#4dfa76ae23a7c27f4ccaf64945b71871
-https://conda.anaconda.org/conda-forge/noarch/cfgrib-0.9.10.4-pyhd8ed1ab_0.conda#9deb1bf75ecf0ab13ed71d6fd8057185
+https://conda.anaconda.org/conda-forge/noarch/cfgrib-0.9.11.0-pyhd8ed1ab_0.conda#2203b09397d13ecb4b904d46911ed445
 https://conda.anaconda.org/conda-forge/noarch/chex-0.1.83-pyhd8ed1ab_0.conda#72a2ecba2e0637b11d9f645bbfcf2700
 https://conda.anaconda.org/conda-forge/noarch/geopandas-0.14.3-pyhd8ed1ab_0.conda#d8e208e375441bf1404e9693f13f3c25
 https://conda.anaconda.org/conda-forge/noarch/google-cloud-core-2.4.1-pyhd8ed1ab_0.conda#1853cdebbfe25fb6ee253855a44945a6
@@ -651,9 +651,9 @@ https://conda.anaconda.org/conda-forge/noarch/xarray-spatial-0.3.5-pyhd8ed1ab_0.
 https://conda.anaconda.org/conda-forge/noarch/xesmf-0.8.4-pyhd8ed1ab_1.conda#9fff981af43f3226bac0c91e9bf67f2e
 https://conda.anaconda.org/conda-forge/noarch/xgboost-2.0.3-cuda118_pyh7984362_3.conda#b5628bd802e85f4a02e50f7684117348
 https://conda.anaconda.org/conda-forge/noarch/xmip-0.7.2-pyhd8ed1ab_0.conda#db96c0e64864d15df227be0d6b6ea146
-https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.9-pyhd8ed1ab_0.conda#f62eb0fa201e2c654aaefa8702c50257
+https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.10-pyhd8ed1ab_0.conda#72336dc66c3b4f5743d7c65f7de40116
 https://conda.anaconda.org/conda-forge/noarch/geocube-0.5.1-pyhd8ed1ab_0.conda#2caf80e079028b28c0d6cd0685f67059
-https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.11.1-pyha770c72_0.conda#16fd7dbb9b3e32160ed3c56daa939f2a
+https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.12.0-pyha770c72_0.conda#6883b457008f3af5a9bee634e7c4f331
 https://conda.anaconda.org/conda-forge/noarch/google-cloud-storage-2.16.0-pyhca7485f_0.conda#a465dd6977e00f7fd955f03e787a745b
 https://conda.anaconda.org/conda-forge/noarch/hvplot-0.9.2-pyhd8ed1ab_0.conda#315c77260e5c94788c3efad025d16142
 https://conda.anaconda.org/conda-forge/noarch/intake-geopandas-0.4.0-pyhd8ed1ab_0.tar.bz2#5d6429a927d1ef3c0d26d81f5d7b31f0
@@ -661,7 +661,7 @@ https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.13.0-pyhd8ed1ab_0
 https://conda.anaconda.org/conda-forge/noarch/optax-0.2.2-pyhd8ed1ab_0.conda#35a823018b1a98dc006f2d7dea65493e
 https://conda.anaconda.org/conda-forge/noarch/pyarrow-hotfix-0.6-pyhd8ed1ab_0.conda#ccc06e6ef2064ae129fab3286299abda
 https://conda.anaconda.org/conda-forge/linux-64/tensorflow-base-2.14.0-cuda118py311h0476658_0.conda#0e6813f6f62c1197d160fc161627445c
-https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.0-pyhd8ed1ab_0.conda#d8a33621ec5fc18dee18f2caa2d82ece
+https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.1-pyhd8ed1ab_0.conda#1afbed2c3ca32ee7c7acd9939460ddd3
 https://conda.anaconda.org/conda-forge/noarch/flax-0.6.1-pyhd8ed1ab_1.conda#25ed633d6a309b118b33ec894d4916c8
 https://conda.anaconda.org/conda-forge/noarch/gcsfs-2024.3.1-pyhd8ed1ab_0.conda#2a794cb30f494b38dd57ece3af30ed6a
 https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.4-pyhd8ed1ab_0.conda#91f93e1ebf6535be518715432d89fd92
@@ -699,15 +699,15 @@ https://conda.anaconda.org/conda-forge/noarch/xrft-1.0.1-pyhd8ed1ab_0.conda#137f
 https://conda.anaconda.org/conda-forge/noarch/dask-labextension-7.0.0-pyhd8ed1ab_0.conda#bccfda61b2c35a3cec53bd3417e3d783
 https://conda.anaconda.org/conda-forge/noarch/dask-ml-2024.3.20-pyhd8ed1ab_0.conda#1b12da57787f1c699535d60cbe1607ae
 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-4.1.4-pyh31011fe_0.conda#6193be81a0e66ea479b75f81f5c8f479
+https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.5-pyh31011fe_0.conda#aeb12b180483bd999a6cb60b069273ad
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-git-0.50.0-pyhd8ed1ab_1.conda#5020cacc18e3d5f62a81513f26ac2cac
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-nvdashboard-0.4.0-py_1.tar.bz2#db9d9de7fbfb8de2084bf8af033f01eb
 https://conda.anaconda.org/conda-forge/noarch/keras-core-0.1.7-pyhd8ed1ab_0.conda#aaa77fd25df9418088f6116ac9c15f05
 https://conda.anaconda.org/conda-forge/noarch/notebook-7.1.2-pyhd8ed1ab_0.conda#fa781da51f05c9211b75b5e7bcff8136
-https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.03-hd8ed1ab_0.conda#dadbc9c41e4bd758f1b3fcf3559d1d3c
+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda#71d7e24247485237d51fd92efa09d6c4
 https://conda.anaconda.org/conda-forge/noarch/satpy-0.47.0-pyhd8ed1ab_0.conda#5d2728c64515a7c7d176c7e65e777aa3
 https://conda.anaconda.org/conda-forge/noarch/tensorflow-datasets-4.8.3-pyhd8ed1ab_0.conda#96d4efcd1edee5e7c1b949d229c08491
 https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.26-pyhd8ed1ab_0.conda#d585cd496ebb20c8327041823343692f
 https://conda.anaconda.org/conda-forge/noarch/keras-cv-0.8.2-pyhd8ed1ab_0.conda#b5a091404b567596dc84b0bc0309b3f6
 https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.2.1-pyhd8ed1ab_0.conda#73abf90c19790f8d6c600b0aa152c932
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.03-hd8ed1ab_1.conda#59a9782c6c84f3275f90bf48f21af23c
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda#010bc70bd25e3cf89f0b84fc7905908d
diff --git a/ml-notebook/conda-lock.yml b/ml-notebook/conda-lock.yml
index 688f59ed..ec08518c 100644
--- a/ml-notebook/conda-lock.yml
+++ b/ml-notebook/conda-lock.yml
@@ -13,7 +13,7 @@
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-  url: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.10.0-pyha770c72_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.50.0-py311h459d7ec_0.conda
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-  url: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.10.0-hd8ed1ab_0.conda
+    typing_extensions: 4.11.0
+  url: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.11.0-hd8ed1ab_0.conda
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+  version: 5.0.0
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-  url: https://conda.anaconda.org/conda-forge/noarch/yamale-4.0.4-pyh6c4a22f_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/yamale-5.0.0-pyhca7485f_0.conda
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+- name: lazy_loader
+  version: '0.4'
+  manager: conda
+  platform: linux-64
+  dependencies:
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+    packaging: ''
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/lazy_loader-0.4-pyhd8ed1ab_0.conda
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+  version: 2024.4.1
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+  version: 3.4.0
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+    contourpy: '>=1.2'
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+    numpy: '>=1.23'
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-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.4-pyh31011fe_0.conda
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+    bokeh: '>=3.4.0,<3.5'
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-  url: https://conda.anaconda.org/conda-forge/noarch/panel-1.3.8-pyhd8ed1ab_0.conda
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   optional: false
 - name: cfgrib
-  version: 0.9.10.4
+  version: 0.9.11.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -9247,10 +9249,10 @@ package:
     python-eccodes: '>=0.9.8'
     setuptools: ''
     xarray: '>=0.15'
-  url: https://conda.anaconda.org/conda-forge/noarch/cfgrib-0.9.10.4-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/cfgrib-0.9.11.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 9deb1bf75ecf0ab13ed71d6fd8057185
-    sha256: 8e19819c45d37963fc166e51fbcc219d9ca9e67d05c2d762b21327acd4e61405
+    md5: 2203b09397d13ecb4b904d46911ed445
+    sha256: 2f7f6d98247c8f284295b75c115343fe6f052ec002b7e45a4145eea0cf27de02
   category: main
   optional: false
 - name: chex
@@ -9592,18 +9594,18 @@ package:
   category: main
   optional: false
 - name: dask-expr
-  version: 1.0.9
+  version: 1.0.10
   manager: conda
   platform: linux-64
   dependencies:
-    dask-core: 2024.4.0
+    dask-core: 2024.4.1
     pandas: '>=2'
     pyarrow: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.9-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.10-pyhd8ed1ab_0.conda
   hash:
-    md5: f62eb0fa201e2c654aaefa8702c50257
-    sha256: 9547566530ab90d345254d7599f1a066081a7092fe59902efa1d0d3386d3dc13
+    md5: 72336dc66c3b4f5743d7c65f7de40116
+    sha256: 19c0cbce6455256f347b9f312082cd825e4de41e7503388596b40f8546bcee6b
   category: main
   optional: false
 - name: geocube
@@ -9629,11 +9631,11 @@ package:
   category: main
   optional: false
 - name: geoviews-core
-  version: 1.11.1
+  version: 1.12.0
   manager: conda
   platform: linux-64
   dependencies:
-    bokeh: '>=3.2.0,<3.4.0'
+    bokeh: '>=3.4.0,<3.5.0'
     cartopy: '>=0.18.0'
     holoviews: '>=1.16.0'
     numpy: '>=1.0'
@@ -9642,10 +9644,10 @@ package:
     param: '>=1.9.3'
     pyproj: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.11.1-pyha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.12.0-pyha770c72_0.conda
   hash:
-    md5: 16fd7dbb9b3e32160ed3c56daa939f2a
-    sha256: d362386b4edbb71b425bb253395f393ac8a987da7bc2a878389652d1c7f6bdf4
+    md5: 6883b457008f3af5a9bee634e7c4f331
+    sha256: 7c9ff712a7060cab5cbabd40ab1d8efc8bb41c363c7f6c87ae86b6cc0200735e
   category: main
   optional: false
 - name: google-cloud-storage
@@ -9814,15 +9816,15 @@ package:
   category: main
   optional: false
 - name: dask
-  version: 2024.4.0
+  version: 2024.4.1
   manager: conda
   platform: linux-64
   dependencies:
     bokeh: '>=2.4.2,!=3.0.*'
     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.4.0,<2024.4.1.0a0'
+    dask-core: '>=2024.4.1,<2024.4.2.0a0'
     dask-expr: '>=1.0,<1.1'
-    distributed: '>=2024.4.0,<2024.4.1.0a0'
+    distributed: '>=2024.4.1,<2024.4.2.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.21'
@@ -9830,10 +9832,10 @@ package:
     pyarrow: '>=7.0'
     pyarrow-hotfix: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.1-pyhd8ed1ab_0.conda
   hash:
-    md5: d8a33621ec5fc18dee18f2caa2d82ece
-    sha256: c531b2a35a98124f1959176bc947bc44fcaf2ee8cfcd5c564111304504d6a07d
+    md5: 1afbed2c3ca32ee7c7acd9939460ddd3
+    sha256: 5f6151fcb5e5395c3e2601e969645c5b8097db74381a3e41001dce846937ab7b
   category: main
   optional: false
 - name: flax
@@ -10516,18 +10518,18 @@ package:
   category: main
   optional: false
 - name: jupyterhub-singleuser
-  version: 4.1.4
+  version: 4.1.5
   manager: conda
   platform: linux-64
   dependencies:
     __unix: ''
-    jupyterhub-base: 4.1.4
+    jupyterhub-base: 4.1.5
     jupyterlab: '>=3.1'
     python: '>=3.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.4-pyh31011fe_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.5-pyh31011fe_0.conda
   hash:
-    md5: 6193be81a0e66ea479b75f81f5c8f479
-    sha256: 77ec0b936078a9464e3e83054b84450f5374defbefcdcec5ada5c871dcf2e7eb
+    md5: aeb12b180483bd999a6cb60b069273ad
+    sha256: ddba3401cd78f49b39c07734cb57e2e1070a8cac98a14c37e0028549e8c1d9e9
   category: main
   optional: false
 - name: jupyterlab-git
@@ -10603,17 +10605,17 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.04.03
+  version: 2024.04.05
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.4.0.*
+    dask: 2024.4.1.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.4.0.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.03-hd8ed1ab_0.conda
+    distributed: 2024.4.1.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: dadbc9c41e4bd758f1b3fcf3559d1d3c
-    sha256: 21efdb8d85852a1527adead513ad01fe99e6f6334bd52849dd812b436102f378
+    md5: 71d7e24247485237d51fd92efa09d6c4
+    sha256: d179288016016bf4646f499c1693c54cb7c93f562aa9b84f02c329a7d48557ad
   category: main
   optional: false
 - name: satpy
@@ -10734,20 +10736,20 @@ package:
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.04.03
+  version: 2024.04.05
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
     jupyter-server-proxy: 4.1.2.*
-    jupyterhub-singleuser: 4.1.4.*
+    jupyterhub-singleuser: 4.1.5.*
     jupyterlab: 4.1.5.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2024.04.03.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.03-hd8ed1ab_1.conda
+    pangeo-dask: 2024.04.05.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: 59a9782c6c84f3275f90bf48f21af23c
-    sha256: 560b7e5fcbe5b6e7a79bc4d25f48651ccdf11b148cf5ad0676e4fe03557ff591
+    md5: 010bc70bd25e3cf89f0b84fc7905908d
+    sha256: 2024cbb407c0f32609f909f760c7c5fc32d363cc2cf0f0715989a736ca137f04
   category: main
   optional: false
diff --git a/ml-notebook/packages.txt b/ml-notebook/packages.txt
index 95b09450..cb0d5f4c 100644
--- a/ml-notebook/packages.txt
+++ b/ml-notebook/packages.txt
@@ -58,7 +58,7 @@ black==24.3.0
 bleach==6.1.0
 blinker==1.7.0
 blosc==1.21.5
-bokeh==3.3.4
+bokeh==3.4.0
 boltons==24.0.0
 boto3==1.34.51
 botocore==1.34.51
@@ -83,7 +83,7 @@ certifi==2024.2.2
 certipy==0.1.3
 cf_xarray==0.9.0
 cffi==1.16.0
-cfgrib==0.9.10.4
+cfgrib==0.9.11.0
 cfitsio==4.3.1
 cftime==1.6.3
 cgen==2020.1
@@ -108,9 +108,9 @@ cudnn==8.9.7.29
 cycler==0.12.1
 cython==3.0.10
 cytoolz==0.12.3
-dask==2024.4.0
-dask-core==2024.4.0
-dask-expr==1.0.9
+dask==2024.4.1
+dask-core==2024.4.1
+dask-expr==1.0.10
 dask-gateway==2024.1.0
 dask-glm==0.3.2
 dask-labextension==7.0.0
@@ -122,7 +122,7 @@ decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
 dill==0.3.8
-distributed==2024.4.0
+distributed==2024.4.1
 distro==1.8.0
 dm-tree==0.1.8
 docopt==0.6.2
@@ -158,7 +158,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.50.0
+fonttools==4.51.0
 fqdn==1.5.1
 freeglut==3.2.2
 freetype==2.12.1
@@ -182,7 +182,7 @@ geopandas-base==0.14.3
 geopy==2.4.1
 geos==3.12.1
 geotiff==1.7.1
-geoviews-core==1.11.1
+geoviews-core==1.12.0
 gettext==0.21.1
 gflags==2.2.2
 gh==2.47.0
@@ -274,8 +274,8 @@ jupyter_server==2.13.0
 jupyter_server_terminals==0.5.3
 jupyter_server_xarray_leaflet==0.2.3
 jupyter_telemetry==0.1.0
-jupyterhub-base==4.1.4
-jupyterhub-singleuser==4.1.4
+jupyterhub-base==4.1.5
+jupyterhub-singleuser==4.1.5
 jupyterlab==4.1.5
 jupyterlab-git==0.50.0
 jupyterlab-myst==2.3.2
@@ -295,7 +295,7 @@ keyutils==1.6.1
 kiwisolver==1.4.5
 krb5==1.21.2
 lame==3.100
-lazy_loader==0.3
+lazy_loader==0.4
 lcms2==2.16
 ld_impl_linux-64==2.40
 lerc==4.0.0
@@ -466,9 +466,9 @@ packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
-panel==1.3.8
-pangeo-dask==2024.04.03
-pangeo-notebook==2024.04.03
+panel==1.4.0
+pangeo-dask==2024.04.05
+pangeo-notebook==2024.04.05
 pango==1.52.1
 param==2.1.0
 parcels==3.0.2
@@ -640,8 +640,8 @@ trajan==0.6.0
 trollimage==1.23.1
 trollsift==0.5.1
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
-typing_extensions==4.10.0
+typing-extensions==4.11.0
+typing_extensions==4.11.0
 typing_utils==0.1.0
 tzcode==2024a
 tzdata==2024a
@@ -700,10 +700,10 @@ xskillscore==0.0.26
 xxhash==0.8.2
 xyzservices==2024.4.0
 xz==5.2.6
-yamale==4.0.4
+yamale==5.0.0
 yaml==0.2.5
 yarl==1.9.4
-zarr==2.17.1
+zarr==2.17.2
 zeromq==4.3.5
 zict==3.0.0
 zipp==3.17.0
diff --git a/pangeo-notebook/conda-linux-64.lock b/pangeo-notebook/conda-linux-64.lock
index de7e91f4..f46cd90e 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: 33c9cde31e9e7f03912e8bd20205d408d38781ff98a881419e5cc3c84097a284
+# input_hash: 658c2c31a5d3193527d193ac0632facaf48496c0236a7d2a601cac792f7e7052
 @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/_py-xgboost-mutex-2.0-gpu_0.tar.bz2#7702188077361f43a4d61e64c694f850
@@ -232,7 +232,6 @@ https://conda.anaconda.org/conda-forge/noarch/json5-0.9.24-pyhd8ed1ab_0.conda#fc
 https://conda.anaconda.org/conda-forge/linux-64/jsonpointer-2.4-py311h38be061_3.conda#41d52d822edf991bf0e6b08c1921a8ec
 https://conda.anaconda.org/conda-forge/noarch/jupyterlab_widgets-3.0.10-pyhd8ed1ab_0.conda#16b73b2c4ff7dda8bbecf88aadfe2027
 https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.5-py311h9547e67_1.conda#2c65bdf442b0d37aad080c8a4e0d452f
-https://conda.anaconda.org/conda-forge/noarch/lazy_loader-0.3-pyhd8ed1ab_0.conda#69ea1d0fa7ab33b48c88394ad1dead65
 https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.16-hb7c19ff_0.conda#51bb7010fc86f70eee639b4bb7a894f5
 https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-21_linux64_openblas.conda#0ac9f44fc096772b0aa092119b00c3ca
 https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.7.1-hca28451_0.conda#755c7f876815003337d2c61ff5d047e5
@@ -310,7 +309,7 @@ https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.1-pyhd8ed1ab_0.conda#2f
 https://conda.anaconda.org/conda-forge/linux-64/tornado-6.4-py311h459d7ec_0.conda#cc7727006191b8f3630936b339a76cd0
 https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.2-pyhd8ed1ab_0.conda#af5fa2d2186003472e766a23c46cae04
 https://conda.anaconda.org/conda-forge/noarch/types-python-dateutil-2.9.0.20240316-pyhd8ed1ab_0.conda#7831efa91d57475373ee52fb92e8d137
-https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.10.0-pyha770c72_0.conda#16ae769069b380646c47142d719ef466
+https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.11.0-pyha770c72_0.conda#6ef2fc37559256cf682d8b3375e89b80
 https://conda.anaconda.org/conda-forge/noarch/typing_utils-0.1.0-pyhd8ed1ab_0.tar.bz2#eb67e3cace64c66233e2d35949e20f92
 https://conda.anaconda.org/conda-forge/noarch/uc-micro-py-1.0.3-pyhd8ed1ab_0.conda#3b7fc78d7be7b450952aaa916fb78877
 https://conda.anaconda.org/conda-forge/linux-64/ujson-5.9.0-py311hb755f60_0.conda#36dda52dc99a4fb9cadd3b738ec24848
@@ -354,7 +353,7 @@ https://conda.anaconda.org/conda-forge/noarch/configobj-5.0.8-pyhd8ed1ab_0.conda
 https://conda.anaconda.org/conda-forge/linux-64/cytoolz-0.12.3-py311h459d7ec_0.conda#13d385f635d7fbe9acc93600f67a6cb4
 https://conda.anaconda.org/conda-forge/noarch/docrep-0.3.2-pyh44b312d_0.tar.bz2#235523955bc1bfb019d7ec8a2bb58f9a
 https://conda.anaconda.org/conda-forge/noarch/donfig-0.8.1.post0-pyhd8ed1ab_0.conda#99618fa8b2109fc3bb51605ef93d1d60
-https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.50.0-py311h459d7ec_0.conda#fcdef52b45265eece45de756b164a9a7
+https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.51.0-py311h459d7ec_0.conda#17e1997cc17c571d5ad27bd0159f616c
 https://conda.anaconda.org/conda-forge/noarch/geopy-2.4.1-pyhd8ed1ab_1.conda#358c17429c97883b2cb9ab5f64bc161b
 https://conda.anaconda.org/conda-forge/noarch/gitdb-4.0.11-pyhd8ed1ab_0.conda#623b19f616f2ca0c261441067e18ae40
 https://conda.anaconda.org/conda-forge/linux-64/grpcio-1.59.3-py311ha6695c7_0.conda#8b7f57993b47eb6e5614eaee6b992c2c
@@ -410,11 +409,11 @@ https://conda.anaconda.org/conda-forge/noarch/tinycss2-1.2.1-pyhd8ed1ab_0.tar.bz
 https://conda.anaconda.org/conda-forge/noarch/tqdm-4.66.2-pyhd8ed1ab_0.conda#2b8dfb969f984497f3f98409a9545776
 https://conda.anaconda.org/conda-forge/noarch/traittypes-0.2.1-pyh9f0ad1d_2.tar.bz2#7d32ccb5334a6822c28af3e864550618
 https://conda.anaconda.org/conda-forge/noarch/trollsift-0.5.1-pyhd8ed1ab_0.conda#5819998373586657ba9868756c0aaf8a
-https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.10.0-hd8ed1ab_0.conda#091683b9150d2ebaa62fd7e2c86433da
+https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.11.0-hd8ed1ab_0.conda#471e3988f8ca5e9eb3ce6be7eac3bcee
 https://conda.anaconda.org/conda-forge/noarch/urllib3-1.26.18-pyhd8ed1ab_0.conda#bf61cfd2a7f212efba378167a07d4a6a
 https://conda.anaconda.org/conda-forge/linux-64/xerces-c-3.2.5-hac6953d_0.conda#63b80ca78d29380fe69e69412dcbe4ac
 https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.7.10-h7f98852_0.tar.bz2#e77615e5141cad5a2acaa043d1cf0ca5
-https://conda.anaconda.org/conda-forge/noarch/yamale-4.0.4-pyh6c4a22f_0.tar.bz2#cc9f59f147740d88679bf1bd94dbe588
+https://conda.anaconda.org/conda-forge/noarch/yamale-5.0.0-pyhca7485f_0.conda#53c70f2dd94c690afd8606de7e952fe7
 https://conda.anaconda.org/conda-forge/linux-64/yarl-1.9.4-py311h459d7ec_0.conda#fff0f2058e9d86c8bf5848ee93917a8d
 https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.3-py311h459d7ec_1.conda#7fd17e8947afbddd2855720d643a48f0
 https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.6.0-pyhd8ed1ab_0.conda#997c29372bdbe2afee073dff71f35923
@@ -437,6 +436,7 @@ https://conda.anaconda.org/conda-forge/noarch/importlib_metadata-7.1.0-hd8ed1ab_
 https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2023.12.1-pyhd8ed1ab_0.conda#a0e4efb5f35786a05af4809a2fb1f855
 https://conda.anaconda.org/conda-forge/noarch/jupyter_server_terminals-0.5.3-pyhd8ed1ab_0.conda#219b3833aa8ed91d47d1be6ca03f30be
 https://conda.anaconda.org/conda-forge/linux-64/kealib-1.5.3-h2f55d51_0.conda#f7e7077802927590efc8bf7328208f12
+https://conda.anaconda.org/conda-forge/noarch/lazy_loader-0.4-pyhd8ed1ab_0.conda#a284ff318fbdb0dd83928275b4b6087c
 https://conda.anaconda.org/conda-forge/linux-64/libgirepository-1.78.1-h003a4f0_1.conda#806406c7008aab9b295d0cea4d5f90e0
 https://conda.anaconda.org/conda-forge/linux-64/libnetcdf-4.9.2-nompi_h9612171_113.conda#b2414908e43c442ddc68e6148774a304
 https://conda.anaconda.org/conda-forge/linux-64/libopenvino-auto-batch-plugin-2024.0.0-hd5fc58b_3.conda#804a60e5919f15d3788507fe9d3001c8
@@ -483,7 +483,7 @@ https://conda.anaconda.org/conda-forge/noarch/cgen-2020.1-py_0.tar.bz2#f51cf23f7
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda#71d7e24247485237d51fd92efa09d6c4
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda#010bc70bd25e3cf89f0b84fc7905908d
diff --git a/pangeo-notebook/conda-lock.yml b/pangeo-notebook/conda-lock.yml
index f8804727..c4181f76 100644
--- a/pangeo-notebook/conda-lock.yml
+++ b/pangeo-notebook/conda-lock.yml
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 - name: yarl
@@ -5894,6 +5882,20 @@ package:
     sha256: ee0934ff426d3cab015055808bed33eb9d20f635ec14bc421c596f4b70927102
   category: main
   optional: false
+- name: lazy_loader
+  version: '0.4'
+  manager: conda
+  platform: linux-64
+  dependencies:
+    importlib-metadata: ''
+    packaging: ''
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/lazy_loader-0.4-pyhd8ed1ab_0.conda
+  hash:
+    md5: a284ff318fbdb0dd83928275b4b6087c
+    sha256: 0d30db767c56d3f030069ab7c71320c8e34ca8d694c267b6c0d526e55a3bb929
+  category: main
+  optional: false
 - name: libgirepository
   version: 1.78.1
   manager: conda
@@ -6630,7 +6632,7 @@ package:
   category: main
   optional: false
 - name: dask-core
-  version: 2024.4.0
+  version: 2024.4.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -6643,10 +6645,10 @@ package:
     python: '>=3.9'
     pyyaml: '>=5.3.1'
     toolz: '>=0.10.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.4.1-pyhd8ed1ab_0.conda
   hash:
-    md5: 291ae1e1179a934cfb7dfbbb802206d6
-    sha256: 1e848da25f1d9dab14f829165f40e8e59395d481e9745f6ba61aa697acaa403b
+    md5: 52387f00fee8dcd5cf75f8886025293f
+    sha256: b5df58b0b24da66acb21343a054e0f04edaf74c6aacf936422e2b000cd654457
   category: main
   optional: false
 - name: eofs
@@ -7410,7 +7412,7 @@ package:
   category: main
   optional: false
 - name: awscli
-  version: 2.15.35
+  version: 2.15.36
   manager: conda
   platform: linux-64
   dependencies:
@@ -7428,10 +7430,10 @@ package:
     ruamel.yaml: '>=0.15.0,<=0.17.21'
     ruamel.yaml.clib: '>=0.2.0,<=0.2.7'
     urllib3: '>=1.25.4,<1.27'
-  url: https://conda.anaconda.org/conda-forge/linux-64/awscli-2.15.35-py311h38be061_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/awscli-2.15.36-py311h38be061_0.conda
   hash:
-    md5: 1be06b9b0c32345bc4e0bd6df9ca0ba4
-    sha256: 457b50b12bbe1617584dc5444bde662e633f975874370a8084c4c7ceb97ea321
+    md5: 35fadefc4c313331f16a59d1a8e746ef
+    sha256: c08fc829eaa27492641a2986b223908dae5754f5bdfad6044669eaddca4dda46
   category: main
   optional: false
 - name: azure-datalake-store
@@ -7466,11 +7468,11 @@ package:
   category: main
   optional: false
 - name: bokeh
-  version: 3.3.4
+  version: 3.4.0
   manager: conda
   platform: linux-64
   dependencies:
-    contourpy: '>=1'
+    contourpy: '>=1.2'
     jinja2: '>=2.9'
     numpy: '>=1.16'
     packaging: '>=16.8'
@@ -7478,12 +7480,12 @@ package:
     pillow: '>=7.1.0'
     python: '>=3.9'
     pyyaml: '>=3.10'
-    tornado: '>=5.1'
+    tornado: '>=6.2'
     xyzservices: '>=2021.09.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.3.4-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/bokeh-3.4.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 6cc92bba68b7bb5a3b180e96508f9480
-    sha256: b9cf3b2d136ecdd32dfb97776c97ea92915caab759179ee94c6c1abbab806a62
+    md5: eebbbfdb7eb885ddc751c790c3d0ad64
+    sha256: a980687100456202425af0936185ef95c53309044e271daa60d2eeb009410f73
   category: main
   optional: false
 - name: boto3
@@ -7515,14 +7517,14 @@ package:
   category: main
   optional: false
 - name: distributed
-  version: 2024.4.0
+  version: 2024.4.1
   manager: conda
   platform: linux-64
   dependencies:
     click: '>=8.0'
     cloudpickle: '>=1.5.0'
     cytoolz: '>=0.10.1'
-    dask-core: '>=2024.4.0,<2024.4.1.0a0'
+    dask-core: '>=2024.4.1,<2024.4.2.0a0'
     jinja2: '>=2.10.3'
     locket: '>=1.0.0'
     msgpack-python: '>=1.0.0'
@@ -7536,10 +7538,10 @@ package:
     tornado: '>=6.0.4'
     urllib3: '>=1.24.3'
     zict: '>=3.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2024.4.1-pyhd8ed1ab_0.conda
   hash:
-    md5: 5085b4511ddca32d600783bed80a420f
-    sha256: 4b61fe34e022d5596e47b4ec1fc630d788dd4371c42a6466e0b0be4d342c618a
+    md5: 822b8d8216764941bb099fea588127ad
+    sha256: 747ed8b12aff745c16ac415d17e0f76754fab992ea6ae68cf0c27f3fc2417b1f
   category: main
   optional: false
 - name: eccodes
@@ -8230,19 +8232,19 @@ package:
   category: main
   optional: false
 - name: zarr
-  version: 2.17.1
+  version: 2.17.2
   manager: conda
   platform: linux-64
   dependencies:
     asciitree: ''
     fasteners: ''
     numcodecs: '>=0.10.0'
-    numpy: '>=1.20,!=1.21.0'
-    python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/zarr-2.17.1-pyhd8ed1ab_0.conda
+    numpy: '>=1.23'
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/zarr-2.17.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 8c67aa8327cbab135ea576568df3190c
-    sha256: 6613f7a525e8cb23d9b098e566e0a948352bb7748c9afcf2298f246c939ed5d9
+    md5: 48b23fc2b41fba30a5486deefbfd6220
+    sha256: 1001450ec552e805dd8559083e0dc14ccb04e2ce1fe361cc999db5ef5ad46cb7
   category: main
   optional: false
 - name: argopy
@@ -8554,7 +8556,7 @@ package:
   category: main
   optional: false
 - name: jupyterhub-base
-  version: 4.1.4
+  version: 4.1.5
   manager: conda
   platform: linux-64
   dependencies:
@@ -8575,10 +8577,10 @@ package:
     sqlalchemy: '>=1.4'
     tornado: '>=5.1'
     traitlets: '>=4.3.2'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.4-pyh31011fe_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-base-4.1.5-pyh31011fe_0.conda
   hash:
-    md5: d65db9892ad9b0f05bef6109a2cb7f31
-    sha256: 28436f184553f63a1f793ca1c2b6196287955378755ab49ea31245a1191fc007
+    md5: bf0429cd00ccda12d5f801a39dcf6f02
+    sha256: 569013036fdb43e09d74bd4db69fe42e00228477b8bfcda9cad0fac2030b36ef
   category: main
   optional: false
 - name: kerchunk
@@ -8760,12 +8762,12 @@ package:
   category: main
   optional: false
 - name: panel
-  version: 1.3.8
+  version: 1.4.0
   manager: conda
   platform: linux-64
   dependencies:
     bleach: ''
-    bokeh: '>=3.2.0,<3.4'
+    bokeh: '>=3.4.0,<3.5'
     linkify-it-py: ''
     markdown: ''
     markdown-it-py: ''
@@ -8777,10 +8779,10 @@ package:
     requests: ''
     tqdm: '>=4.48.0'
     typing_extensions: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/panel-1.3.8-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/panel-1.4.0-pyhd8ed1ab_0.conda
   hash:
-    md5: b0d07735332e9ade54575e1cd437cb53
-    sha256: 7d68d91ba3f81c2ed20921324434e3102d2b6dcf8304b3fb5d462160321443bb
+    md5: 72a1705b2033e07bab7b9c105252a23f
+    sha256: aa890340a78ba72e274ffcc3ab7b1f2adc0302a102dff70581bffef7dacf56a2
   category: main
   optional: false
 - name: pint-xarray
@@ -8962,7 +8964,7 @@ package:
   category: main
   optional: false
 - name: cfgrib
-  version: 0.9.10.4
+  version: 0.9.11.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -8974,10 +8976,10 @@ package:
     python-eccodes: '>=0.9.8'
     setuptools: ''
     xarray: '>=0.15'
-  url: https://conda.anaconda.org/conda-forge/noarch/cfgrib-0.9.10.4-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/cfgrib-0.9.11.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 9deb1bf75ecf0ab13ed71d6fd8057185
-    sha256: 8e19819c45d37963fc166e51fbcc219d9ca9e67d05c2d762b21327acd4e61405
+    md5: 2203b09397d13ecb4b904d46911ed445
+    sha256: 2f7f6d98247c8f284295b75c115343fe6f052ec002b7e45a4145eea0cf27de02
   category: main
   optional: false
 - name: gdal
@@ -9340,11 +9342,11 @@ package:
   category: main
   optional: false
 - name: geoviews-core
-  version: 1.11.1
+  version: 1.12.0
   manager: conda
   platform: linux-64
   dependencies:
-    bokeh: '>=3.2.0,<3.4.0'
+    bokeh: '>=3.4.0,<3.5.0'
     cartopy: '>=0.18.0'
     holoviews: '>=1.16.0'
     numpy: '>=1.0'
@@ -9353,10 +9355,10 @@ package:
     param: '>=1.9.3'
     pyproj: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.11.1-pyha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.12.0-pyha770c72_0.conda
   hash:
-    md5: 16fd7dbb9b3e32160ed3c56daa939f2a
-    sha256: d362386b4edbb71b425bb253395f393ac8a987da7bc2a878389652d1c7f6bdf4
+    md5: 6883b457008f3af5a9bee634e7c4f331
+    sha256: 7c9ff712a7060cab5cbabd40ab1d8efc8bb41c363c7f6c87ae86b6cc0200735e
   category: main
   optional: false
 - name: google-cloud-storage
@@ -9880,18 +9882,18 @@ package:
   category: main
   optional: false
 - name: dask-expr
-  version: 1.0.9
+  version: 1.0.10
   manager: conda
   platform: linux-64
   dependencies:
-    dask-core: 2024.4.0
+    dask-core: 2024.4.1
     pandas: '>=2'
     pyarrow: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.9-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.10-pyhd8ed1ab_0.conda
   hash:
-    md5: f62eb0fa201e2c654aaefa8702c50257
-    sha256: 9547566530ab90d345254d7599f1a066081a7092fe59902efa1d0d3386d3dc13
+    md5: 72336dc66c3b4f5743d7c65f7de40116
+    sha256: 19c0cbce6455256f347b9f312082cd825e4de41e7503388596b40f8546bcee6b
   category: main
   optional: false
 - name: dask-labextension
@@ -9911,18 +9913,18 @@ package:
   category: main
   optional: false
 - name: jupyterhub-singleuser
-  version: 4.1.4
+  version: 4.1.5
   manager: conda
   platform: linux-64
   dependencies:
     __unix: ''
-    jupyterhub-base: 4.1.4
+    jupyterhub-base: 4.1.5
     jupyterlab: '>=3.1'
     python: '>=3.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.4-pyh31011fe_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.5-pyh31011fe_0.conda
   hash:
-    md5: 6193be81a0e66ea479b75f81f5c8f479
-    sha256: 77ec0b936078a9464e3e83054b84450f5374defbefcdcec5ada5c871dcf2e7eb
+    md5: aeb12b180483bd999a6cb60b069273ad
+    sha256: ddba3401cd78f49b39c07734cb57e2e1070a8cac98a14c37e0028549e8c1d9e9
   category: main
   optional: false
 - name: jupyterlab-git
@@ -9974,15 +9976,15 @@ package:
   category: main
   optional: false
 - name: dask
-  version: 2024.4.0
+  version: 2024.4.1
   manager: conda
   platform: linux-64
   dependencies:
     bokeh: '>=2.4.2,!=3.0.*'
     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.4.0,<2024.4.1.0a0'
+    dask-core: '>=2024.4.1,<2024.4.2.0a0'
     dask-expr: '>=1.0,<1.1'
-    distributed: '>=2024.4.0,<2024.4.1.0a0'
+    distributed: '>=2024.4.1,<2024.4.2.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.21'
@@ -9990,10 +9992,10 @@ package:
     pyarrow: '>=7.0'
     pyarrow-hotfix: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.1-pyhd8ed1ab_0.conda
   hash:
-    md5: d8a33621ec5fc18dee18f2caa2d82ece
-    sha256: c531b2a35a98124f1959176bc947bc44fcaf2ee8cfcd5c564111304504d6a07d
+    md5: 1afbed2c3ca32ee7c7acd9939460ddd3
+    sha256: 5f6151fcb5e5395c3e2601e969645c5b8097db74381a3e41001dce846937ab7b
   category: main
   optional: false
 - name: nbgitpuller
@@ -10385,17 +10387,17 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.04.03
+  version: 2024.04.05
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.4.0.*
+    dask: 2024.4.1.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.4.0.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.03-hd8ed1ab_0.conda
+    distributed: 2024.4.1.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: dadbc9c41e4bd758f1b3fcf3559d1d3c
-    sha256: 21efdb8d85852a1527adead513ad01fe99e6f6334bd52849dd812b436102f378
+    md5: 71d7e24247485237d51fd92efa09d6c4
+    sha256: d179288016016bf4646f499c1693c54cb7c93f562aa9b84f02c329a7d48557ad
   category: main
   optional: false
 - name: satpy
@@ -10451,20 +10453,20 @@ package:
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.04.03
+  version: 2024.04.05
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
     jupyter-server-proxy: 4.1.2.*
-    jupyterhub-singleuser: 4.1.4.*
+    jupyterhub-singleuser: 4.1.5.*
     jupyterlab: 4.1.5.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2024.04.03.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.03-hd8ed1ab_1.conda
+    pangeo-dask: 2024.04.05.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: 59a9782c6c84f3275f90bf48f21af23c
-    sha256: 560b7e5fcbe5b6e7a79bc4d25f48651ccdf11b148cf5ad0676e4fe03557ff591
+    md5: 010bc70bd25e3cf89f0b84fc7905908d
+    sha256: 2024cbb407c0f32609f909f760c7c5fc32d363cc2cf0f0715989a736ca137f04
   category: main
   optional: false
diff --git a/pangeo-notebook/packages.txt b/pangeo-notebook/packages.txt
index 6aeec98a..76e1e6e7 100644
--- a/pangeo-notebook/packages.txt
+++ b/pangeo-notebook/packages.txt
@@ -41,7 +41,7 @@ aws-c-sdkutils==0.1.13
 aws-checksums==0.1.17
 aws-crt-cpp==0.25.0
 aws-sdk-cpp==1.11.210
-awscli==2.15.35
+awscli==2.15.36
 awscrt==0.19.19
 azure-core==1.30.1
 azure-core-cpp==1.10.3
@@ -59,7 +59,7 @@ black==24.3.0
 bleach==6.1.0
 blinker==1.7.0
 blosc==1.21.5
-bokeh==3.3.4
+bokeh==3.4.0
 boltons==24.0.0
 boto3==1.34.51
 botocore==1.34.51
@@ -86,7 +86,7 @@ certifi==2024.2.2
 certipy==0.1.3
 cf_xarray==0.9.0
 cffi==1.16.0
-cfgrib==0.9.10.4
+cfgrib==0.9.11.0
 cfitsio==4.3.1
 cftime==1.6.3
 cgen==2020.1
@@ -109,9 +109,9 @@ cuda-version==11.8
 cycler==0.12.1
 cython==3.0.10
 cytoolz==0.12.3
-dask==2024.4.0
-dask-core==2024.4.0
-dask-expr==1.0.9
+dask==2024.4.1
+dask-core==2024.4.1
+dask-expr==1.0.10
 dask-gateway==2024.1.0
 dask-glm==0.3.2
 dask-labextension==7.0.0
@@ -122,7 +122,7 @@ debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2024.4.0
+distributed==2024.4.1
 distro==1.8.0
 docopt==0.6.2
 docrep==0.3.2
@@ -154,7 +154,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.50.0
+fonttools==4.51.0
 fqdn==1.5.1
 freeglut==3.2.2
 freetype==2.12.1
@@ -177,7 +177,7 @@ geopandas-base==0.14.3
 geopy==2.4.1
 geos==3.12.1
 geotiff==1.7.1
-geoviews-core==1.11.1
+geoviews-core==1.12.0
 gettext==0.21.1
 gflags==2.2.2
 gh==2.47.0
@@ -266,8 +266,8 @@ jupyter_server==2.13.0
 jupyter_server_terminals==0.5.3
 jupyter_server_xarray_leaflet==0.2.3
 jupyter_telemetry==0.1.0
-jupyterhub-base==4.1.4
-jupyterhub-singleuser==4.1.4
+jupyterhub-base==4.1.5
+jupyterhub-singleuser==4.1.5
 jupyterlab==4.1.5
 jupyterlab-git==0.50.0
 jupyterlab-myst==2.3.2
@@ -283,7 +283,7 @@ keyutils==1.6.1
 kiwisolver==1.4.5
 krb5==1.21.2
 lame==3.100
-lazy_loader==0.3
+lazy_loader==0.4
 lcms2==2.16
 ld_impl_linux-64==2.40
 lerc==4.0.0
@@ -460,9 +460,9 @@ packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
-panel==1.3.8
-pangeo-dask==2024.04.03
-pangeo-notebook==2024.04.03
+panel==1.4.0
+pangeo-dask==2024.04.05
+pangeo-notebook==2024.04.05
 pango==1.52.1
 param==2.1.0
 parcels==3.0.2
@@ -622,8 +622,8 @@ trajan==0.6.0
 trollimage==1.23.1
 trollsift==0.5.1
 types-python-dateutil==2.9.0.20240316
-typing-extensions==4.10.0
-typing_extensions==4.10.0
+typing-extensions==4.11.0
+typing_extensions==4.11.0
 typing_utils==0.1.0
 tzcode==2024a
 tzdata==2024a
@@ -681,10 +681,10 @@ xskillscore==0.0.26
 xxhash==0.8.2
 xyzservices==2024.4.0
 xz==5.2.6
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+yamale==5.0.0
 yaml==0.2.5
 yarl==1.9.4
-zarr==2.17.1
+zarr==2.17.2
 zeromq==4.3.5
 zfp==1.0.1
 zict==3.0.0
diff --git a/pytorch-notebook/conda-linux-64.lock b/pytorch-notebook/conda-linux-64.lock
index 093403ee..afcb68ad 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: fbee8e79635c44af1bc81dd50d78a74722efd1603a11f91d78fbd171e410ef4a
+# input_hash: 4d4e5cc2c08be23b1b7c04bd45bc938b28bbc6102c41f3ff81f3512ef00d0b2f
 @EXPLICIT
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 https://conda.anaconda.org/conda-forge/noarch/segmentation-models-pytorch-0.3.3-pyhd8ed1ab_0.conda#8d497814500a1ddf0499bec50af1226a
 https://conda.anaconda.org/conda-forge/noarch/xarray_leaflet-0.2.3-pyhd8ed1ab_0.conda#14ac9ee6946c1e1bf0489235066151a0
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 https://conda.anaconda.org/conda-forge/noarch/jupyterlab-git-0.50.0-pyhd8ed1ab_1.conda#5020cacc18e3d5f62a81513f26ac2cac
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 https://conda.anaconda.org/conda-forge/noarch/notebook-7.1.2-pyhd8ed1ab_0.conda#fa781da51f05c9211b75b5e7bcff8136
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 https://conda.anaconda.org/conda-forge/noarch/torchgeo-0.5.2-pyhd8ed1ab_0.conda#cc870cc0a666b637b6fb24961dbd85d8
-https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.0-pyhd8ed1ab_0.conda#d8a33621ec5fc18dee18f2caa2d82ece
+https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.1-pyhd8ed1ab_0.conda#1afbed2c3ca32ee7c7acd9939460ddd3
 https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.2.1-pyhd8ed1ab_0.conda#73abf90c19790f8d6c600b0aa152c932
 https://conda.anaconda.org/conda-forge/noarch/dask-gateway-2024.1.0-pyh8af1aa0_0.conda#8e8c5875b0bbdf9777ab6f02ae350ebd
 https://conda.anaconda.org/conda-forge/noarch/dask-glm-0.3.2-pyhd8ed1ab_0.conda#42a1a2e934536afac341b100d41b928c
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda#71d7e24247485237d51fd92efa09d6c4
 https://conda.anaconda.org/conda-forge/noarch/satpy-0.47.0-pyhd8ed1ab_0.conda#5d2728c64515a7c7d176c7e65e777aa3
 https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.26-pyhd8ed1ab_0.conda#d585cd496ebb20c8327041823343692f
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.03-hd8ed1ab_1.conda#59a9782c6c84f3275f90bf48f21af23c
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda#010bc70bd25e3cf89f0b84fc7905908d
diff --git a/pytorch-notebook/conda-lock.yml b/pytorch-notebook/conda-lock.yml
index 38cc29e5..870be333 100644
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     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.11.1-pyha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/geoviews-core-1.12.0-pyha770c72_0.conda
   hash:
-    md5: 16fd7dbb9b3e32160ed3c56daa939f2a
-    sha256: d362386b4edbb71b425bb253395f393ac8a987da7bc2a878389652d1c7f6bdf4
+    md5: 6883b457008f3af5a9bee634e7c4f331
+    sha256: 7c9ff712a7060cab5cbabd40ab1d8efc8bb41c363c7f6c87ae86b6cc0200735e
   category: main
   optional: false
 - name: google-cloud-storage
@@ -10658,18 +10660,18 @@ package:
   category: main
   optional: false
 - name: dask-expr
-  version: 1.0.9
+  version: 1.0.10
   manager: conda
   platform: linux-64
   dependencies:
-    dask-core: 2024.4.0
+    dask-core: 2024.4.1
     pandas: '>=2'
     pyarrow: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.9-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.10-pyhd8ed1ab_0.conda
   hash:
-    md5: f62eb0fa201e2c654aaefa8702c50257
-    sha256: 9547566530ab90d345254d7599f1a066081a7092fe59902efa1d0d3386d3dc13
+    md5: 72336dc66c3b4f5743d7c65f7de40116
+    sha256: 19c0cbce6455256f347b9f312082cd825e4de41e7503388596b40f8546bcee6b
   category: main
   optional: false
 - name: dask-labextension
@@ -10725,18 +10727,18 @@ package:
   category: main
   optional: false
 - name: jupyterhub-singleuser
-  version: 4.1.4
+  version: 4.1.5
   manager: conda
   platform: linux-64
   dependencies:
     __unix: ''
-    jupyterhub-base: 4.1.4
+    jupyterhub-base: 4.1.5
     jupyterlab: '>=3.1'
     python: '>=3.7'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.4-pyh31011fe_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterhub-singleuser-4.1.5-pyh31011fe_0.conda
   hash:
-    md5: 6193be81a0e66ea479b75f81f5c8f479
-    sha256: 77ec0b936078a9464e3e83054b84450f5374defbefcdcec5ada5c871dcf2e7eb
+    md5: aeb12b180483bd999a6cb60b069273ad
+    sha256: ddba3401cd78f49b39c07734cb57e2e1070a8cac98a14c37e0028549e8c1d9e9
   category: main
   optional: false
 - name: jupyterlab-git
@@ -10838,15 +10840,15 @@ package:
   category: main
   optional: false
 - name: dask
-  version: 2024.4.0
+  version: 2024.4.1
   manager: conda
   platform: linux-64
   dependencies:
     bokeh: '>=2.4.2,!=3.0.*'
     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.4.0,<2024.4.1.0a0'
+    dask-core: '>=2024.4.1,<2024.4.2.0a0'
     dask-expr: '>=1.0,<1.1'
-    distributed: '>=2024.4.0,<2024.4.1.0a0'
+    distributed: '>=2024.4.1,<2024.4.2.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.21'
@@ -10854,10 +10856,10 @@ package:
     pyarrow: '>=7.0'
     pyarrow-hotfix: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.4.1-pyhd8ed1ab_0.conda
   hash:
-    md5: d8a33621ec5fc18dee18f2caa2d82ece
-    sha256: c531b2a35a98124f1959176bc947bc44fcaf2ee8cfcd5c564111304504d6a07d
+    md5: 1afbed2c3ca32ee7c7acd9939460ddd3
+    sha256: 5f6151fcb5e5395c3e2601e969645c5b8097db74381a3e41001dce846937ab7b
   category: main
   optional: false
 - name: nbgitpuller
@@ -11248,17 +11250,17 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.04.03
+  version: 2024.04.05
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.4.0.*
+    dask: 2024.4.1.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.4.0.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.03-hd8ed1ab_0.conda
+    distributed: 2024.4.1.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: dadbc9c41e4bd758f1b3fcf3559d1d3c
-    sha256: 21efdb8d85852a1527adead513ad01fe99e6f6334bd52849dd812b436102f378
+    md5: 71d7e24247485237d51fd92efa09d6c4
+    sha256: d179288016016bf4646f499c1693c54cb7c93f562aa9b84f02c329a7d48557ad
   category: main
   optional: false
 - name: satpy
@@ -11314,20 +11316,20 @@ package:
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.04.03
+  version: 2024.04.05
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
     jupyter-server-proxy: 4.1.2.*
-    jupyterhub-singleuser: 4.1.4.*
+    jupyterhub-singleuser: 4.1.5.*
     jupyterlab: 4.1.5.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2024.04.03.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.03-hd8ed1ab_1.conda
+    pangeo-dask: 2024.04.05.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.04.05-hd8ed1ab_0.conda
   hash:
-    md5: 59a9782c6c84f3275f90bf48f21af23c
-    sha256: 560b7e5fcbe5b6e7a79bc4d25f48651ccdf11b148cf5ad0676e4fe03557ff591
+    md5: 010bc70bd25e3cf89f0b84fc7905908d
+    sha256: 2024cbb407c0f32609f909f760c7c5fc32d363cc2cf0f0715989a736ca137f04
   category: main
   optional: false
diff --git a/pytorch-notebook/packages.txt b/pytorch-notebook/packages.txt
index 4c8deb94..77aa9dba 100644
--- a/pytorch-notebook/packages.txt
+++ b/pytorch-notebook/packages.txt
@@ -60,7 +60,7 @@ black==24.3.0
 bleach==6.1.0
 blinker==1.7.0
 blosc==1.21.5
-bokeh==3.3.4
+bokeh==3.4.0
 boltons==24.0.0
 boto3==1.34.51
 botocore==1.34.51
@@ -87,7 +87,7 @@ certifi==2024.2.2
 certipy==0.1.3
 cf_xarray==0.9.0
 cffi==1.16.0
-cfgrib==0.9.10.4
+cfgrib==0.9.11.0
 cfitsio==4.4.0
 cftime==1.6.3
 cgen==2020.1
@@ -112,9 +112,9 @@ cudnn==8.9.7.29
 cycler==0.12.1
 cython==3.0.10
 cytoolz==0.12.3
-dask==2024.4.0
-dask-core==2024.4.0
-dask-expr==1.0.9
+dask==2024.4.1
+dask-core==2024.4.1
+dask-expr==1.0.10
 dask-gateway==2024.1.0
 dask-glm==0.3.2
 dask-labextension==7.0.0
@@ -126,7 +126,7 @@ debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2024.4.0
+distributed==2024.4.1
 docopt==0.6.2
 docrep==0.3.2
 docstring_parser==0.16
@@ -161,7 +161,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.50.0
+fonttools==4.51.0
 fqdn==1.5.1
 freeglut==3.2.2
 freetype==2.12.1
@@ -184,7 +184,7 @@ geopandas-base==0.14.3
 geopy==2.4.1
 geos==3.12.1
 geotiff==1.7.1
-geoviews-core==1.11.1
+geoviews-core==1.12.0
 gettext==0.21.1
 gflags==2.2.2
 gh==2.47.0
@@ -281,8 +281,8 @@ jupyter_server==2.13.0
 jupyter_server_terminals==0.5.3
 jupyter_server_xarray_leaflet==0.2.3
 jupyter_telemetry==0.1.0
-jupyterhub-base==4.1.4
-jupyterhub-singleuser==4.1.4
+jupyterhub-base==4.1.5
+jupyterhub-singleuser==4.1.5
 jupyterlab==4.1.5
 jupyterlab-git==0.50.0
 jupyterlab-myst==2.3.2
@@ -300,7 +300,7 @@ kiwisolver==1.4.5
 kornia==0.7.1
 krb5==1.21.2
 lame==3.100
-lazy_loader==0.3
+lazy_loader==0.4
 lcms2==2.16
 ld_impl_linux-64==2.40
 lerc==4.0.0
@@ -499,9 +499,9 @@ packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
-panel==1.3.8
-pangeo-dask==2024.04.03
-pangeo-notebook==2024.04.03
+panel==1.4.0
+pangeo-dask==2024.04.05
+pangeo-notebook==2024.04.05
 pango==1.52.2
 parallelio==2.6.2
 param==2.1.0
@@ -674,8 +674,8 @@ trollsift==0.5.1
 typeguard==2.13.3
 types-python-dateutil==2.9.0.20240316
 typeshed-client==2.4.0
-typing-extensions==4.10.0
-typing_extensions==4.10.0
+typing-extensions==4.11.0
+typing_extensions==4.11.0
 typing_utils==0.1.0
 tzcode==2024a
 tzdata==2024a
@@ -734,10 +734,10 @@ xskillscore==0.0.26
 xxhash==0.8.2
 xyzservices==2024.4.0
 xz==5.2.6
-yamale==4.0.4
+yamale==5.0.0
 yaml==0.2.5
 yarl==1.9.4
-zarr==2.17.1
+zarr==2.17.2
 zeromq==4.3.5
 zfp==1.0.1
 zict==3.0.0