From f516e6fe15d09cc7dff88fa3b75fbff7c0f69543 Mon Sep 17 00:00:00 2001
From: Pangeo Bot <54452544+pangeo-bot@users.noreply.github.com>
Date: Wed, 13 Mar 2024 18:48:34 -0700
Subject: [PATCH] Update pangeo-notebook metapackage version to 2024.03.14
 (#518)

* Update pangeo-notebook metapackage version to 2024.03.14

* [condalock-command] autogenerated conda-lock files

---------

Co-authored-by: scottyhq <scottyhq@users.noreply.github.com>
Co-authored-by: pangeo-bot <pangeo-bot@users.noreply.github.com>
---
 base-notebook/conda-linux-64.lock    |  134 ++--
 base-notebook/conda-lock.yml         |  676 ++++++++--------
 base-notebook/environment.yml        |    2 +-
 base-notebook/packages.txt           |  108 +--
 ml-notebook/conda-linux-64.lock      |  193 +++--
 ml-notebook/conda-lock.yml           |  904 ++++++++++-----------
 ml-notebook/packages.txt             |  161 ++--
 pangeo-notebook/conda-linux-64.lock  |  196 +++--
 pangeo-notebook/conda-lock.yml       |  965 +++++++++++-----------
 pangeo-notebook/packages.txt         |  158 ++--
 pytorch-notebook/conda-linux-64.lock |  234 +++---
 pytorch-notebook/conda-lock.yml      | 1106 +++++++++++++-------------
 pytorch-notebook/packages.txt        |  192 ++---
 13 files changed, 2487 insertions(+), 2542 deletions(-)

diff --git a/base-notebook/conda-linux-64.lock b/base-notebook/conda-linux-64.lock
index 03235852..9e42e669 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: 3f62fd08363a90bbc5b34b9a2b8aa846fbcffc4ec875e06689ebb5463b841068
+# input_hash: cac2a39942e6511bd10c867e7b4451e2f88486cdcf2210f90a102c0932b4297d
 @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
@@ -11,26 +11,25 @@ https://conda.anaconda.org/conda-forge/noarch/tzdata-2024a-h0c530f3_0.conda#1610
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-https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.13-hd590300_0.conda#0ba89522712d993987e6d0fae108c721
+https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.14-hd590300_0.conda#d44fe0d9a6971a4fb245be0055775d9d
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+https://conda.anaconda.org/conda-forge/linux-64/libabseil-20240116.1-cxx17_h59595ed_2.conda#75648bc5dd3b8eab22406876c24d81ec
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-https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.2-h59595ed_0.conda#e7ba12deb7020dd080c6c70e7b6f6a3d
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-https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda#28bfe2cb11357ccc5be21101a6b7ce86
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@@ -46,10 +45,10 @@ https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hd590300_0.co
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-https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.10-hb29e0c7_1.conda#2400ab35ff4eec4fab57e06e7acd3c2a
-https://conda.anaconda.org/conda-forge/linux-64/aws-c-compression-0.2.18-hecc5fa9_1.conda#1d838050e7d65d2f38dc3b84b928aa2b
-https://conda.anaconda.org/conda-forge/linux-64/aws-c-sdkutils-0.1.15-hecc5fa9_1.conda#1f3169bc679a1ead5b44a6c79408add7
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+https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.10-ha9bf9b1_2.conda#ce2471034f5459a39636aacc292c96b6
+https://conda.anaconda.org/conda-forge/linux-64/aws-c-compression-0.2.18-h4466546_2.conda#b0d9153fc7cfa8dc36b8703e1a59f5f3
+https://conda.anaconda.org/conda-forge/linux-64/aws-c-sdkutils-0.1.15-h4466546_2.conda#258194cedccd33fd8a7b95a8aa105015
+https://conda.anaconda.org/conda-forge/linux-64/aws-checksums-0.1.18-h4466546_2.conda#8a04fc5a5ecaba31f66904b47dcc7797
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@@ -58,33 +57,33 @@ https://conda.anaconda.org/conda-forge/linux-64/libevent-2.1.12-hf998b51_1.conda
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-https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-4.25.2-h08a7969_1.conda#babbc506d2626698412c2e4ade78a20a
+https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-4.25.3-h08a7969_0.conda#6945825cebd2aeb16af4c69d97c32c13
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-https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.1-h2797004_0.conda#fc4ccadfbf6d4784de88c41704792562
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@@ -118,8 +117,8 @@ https://conda.anaconda.org/conda-forge/noarch/mistune-3.0.2-pyhd8ed1ab_0.conda#5
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+https://conda.anaconda.org/conda-forge/noarch/nbclient-0.10.0-pyhd8ed1ab_0.conda#15b51397e0fe8ea7d7da60d83eb76ebc
+https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-15.0.1-h59595ed_2_cpu.conda#b0db752ef845464ccac2dee5d16dee5e
+https://conda.anaconda.org/conda-forge/linux-64/libarrow-flight-15.0.1-hc6145d9_2_cpu.conda#adaae53046d79919dfd047222bee292b
+https://conda.anaconda.org/conda-forge/linux-64/libarrow-gandiva-15.0.1-hb016d2e_2_cpu.conda#b267c1603302164915f489f521e3ade9
+https://conda.anaconda.org/conda-forge/linux-64/libparquet-15.0.1-h352af49_2_cpu.conda#1588cf5daa44fc95a4864282a5aad337
+https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.2-pyhd8ed1ab_0.conda#5ab3248dd05c543dc631276455ef6a54
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+https://conda.anaconda.org/conda-forge/linux-64/libarrow-flight-sql-15.0.1-h757c851_2_cpu.conda#6eac4d5af97cf5882f4f87ec99a147da
+https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.4-pyhd8ed1ab_0.conda#91f93e1ebf6535be518715432d89fd92
+https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.2-pyhd8ed1ab_0.conda#3671520b52215a5a084de08003e6d8cd
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 https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.4-pyhd8ed1ab_0.conda#3d85618e2c97ab896b5b5e298d32b5b3
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+https://conda.anaconda.org/conda-forge/linux-64/pyarrow-15.0.1-py311h39c9aba_2_cpu.conda#7c02ea1450f3a1362640a64ec0479093
+https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.1-pyhd8ed1ab_0.conda#d9388f9b3e6092f58cab8206ef9367e9
 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-4.0.2-pyh31011fe_0.conda#9eb773051ad8ecc804ed3bdec84ecce5
 https://conda.anaconda.org/conda-forge/noarch/notebook-7.1.1-pyhd8ed1ab_0.conda#f1a93f00b030dbede427001862c2854b
 https://conda.anaconda.org/conda-forge/noarch/pyarrow-hotfix-0.6-pyhd8ed1ab_0.conda#ccc06e6ef2064ae129fab3286299abda
-https://conda.anaconda.org/conda-forge/noarch/dask-2024.2.1-pyhd8ed1ab_0.conda#598ebedff52b1a548bb5f0de0e50802c
+https://conda.anaconda.org/conda-forge/noarch/dask-2024.3.0-pyhd8ed1ab_1.conda#271447895d7d7f1bd28a74e6afc51be3
 https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.2.0-pyhd8ed1ab_0.conda#e74db5ccfcf794e3d67ec7c9c125a39a
 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-2024.02.27-hd8ed1ab_0.conda#c11338d21f3ced993c805bfa965d7398
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.02.27-hd8ed1ab_0.conda#1465243198d961f0508ee7874842d66d
+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.03.13-hd8ed1ab_0.conda#ffefa44bf970abaea0d92f75b05443bb
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.03.14-hd8ed1ab_0.conda#bcfc9fd5c85c873b93ef83dea7336c75
diff --git a/base-notebook/conda-lock.yml b/base-notebook/conda-lock.yml
index 06ddefaa..f5a07416 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: cac2a39942e6511bd10c867e7b4451e2f88486cdcf2210f90a102c0932b4297d
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@@ -127,15 +127,15 @@ package:
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+  version: 0.9.14
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-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.13-hd590300_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.14-hd590300_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20240116.1-cxx17_h59595ed_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20240116.1-cxx17_h59595ed_2.conda
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+  version: 2.6.2
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda
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-- name: libnuma
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-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.10-hb29e0c7_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.10-ha9bf9b1_2.conda
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+    aws-c-common: '>=0.9.14,<0.9.15.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-compression-0.2.18-hecc5fa9_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-compression-0.2.18-h4466546_2.conda
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+    aws-c-common: '>=0.9.14,<0.9.15.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-sdkutils-0.1.15-hecc5fa9_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-sdkutils-0.1.15-h4466546_2.conda
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+    aws-c-common: '>=0.9.14,<0.9.15.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-checksums-0.1.18-hecc5fa9_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-checksums-0.1.18-h4466546_2.conda
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 - name: libprotobuf
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+  version: 4.25.3
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-4.25.2-h08a7969_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-4.25.3-h08a7969_0.conda
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+  version: 3.45.2
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     libzlib: '>=1.2.13,<1.3.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.1-h2797004_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.2-h2797004_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/rdma-core-50.0-hd3aeb46_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/rdma-core-50.0-hd3aeb46_1.conda
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+  version: 1.4.6
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+  url: https://conda.anaconda.org/conda-forge/linux-64/s2n-1.4.6-h06160fa_0.conda
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     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_1.conda
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+  version: 0.14.6
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-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-io-0.14.5-h50678d4_1.conda
+    aws-c-common: '>=0.9.14,<0.9.15.0a0'
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   optional: false
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   platform: linux-64
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     libllvm16: '>=16.0.6,<16.1.0a0'
-    libre2-11: '>=2023.6.2,<2024.0a0'
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     libutf8proc: '>=2.8.0,<3.0a0'
     openssl: '>=3.2.1,<4.0a0'
     re2: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-gandiva-15.0.0-h3f306ff_7_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-gandiva-15.0.1-hb016d2e_2_cpu.conda
   hash:
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-    sha256: 13aa7ee8afd7c38b9f5343f0a713c9994666a056a5be0481f480b7a517896b9a
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   category: main
   optional: false
 - name: libparquet
-  version: 15.0.0
+  version: 15.0.1
   manager: conda
   platform: linux-64
   dependencies:
-    libarrow: 15.0.0
+    libarrow: 15.0.1
     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
     libthrift: '>=0.19.0,<0.19.1.0a0'
     openssl: '>=3.2.1,<4.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libparquet-15.0.0-h352af49_7_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libparquet-15.0.1-h352af49_2_cpu.conda
   hash:
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-    sha256: 09fa7243683ea8adf32cb62a7e2009059d8a94c1bdd5c24aed820ef228f17234
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   category: main
   optional: false
 - name: nbconvert-core
-  version: 7.16.1
+  version: 7.16.2
   manager: conda
   platform: linux-64
   dependencies:
@@ -3579,14 +3563,14 @@ package:
     python: '>=3.8'
     tinycss2: ''
     traitlets: '>=5.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.2-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 684e0710abd6477ed9df743506edecb4b53d1c9deeaf8d6d7fdbb82e58f43090
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   category: main
   optional: false
 - name: jupyter_server
-  version: 2.12.5
+  version: 2.13.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -3609,76 +3593,78 @@ package:
     tornado: '>=6.2.0'
     traitlets: '>=5.6.0'
     websocket-client: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.12.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.13.0-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 43dcd238c656c7ecf3228be8735def530cad5181f990c042ba202b9e383d2b1f
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   category: main
   optional: false
 - name: libarrow-dataset
-  version: 15.0.0
+  version: 15.0.1
   manager: conda
   platform: linux-64
   dependencies:
-    libarrow: 15.0.0
-    libarrow-acero: 15.0.0
+    libarrow: 15.0.1
+    libarrow-acero: 15.0.1
     libgcc-ng: '>=12'
-    libparquet: 15.0.0
+    libparquet: 15.0.1
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-dataset-15.0.0-h59595ed_7_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-dataset-15.0.1-h59595ed_2_cpu.conda
   hash:
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-    sha256: c3480cdaac907a42d675fae0ddd3b772e923709f02b33b2cd785f2c223dcd6cd
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+    sha256: 2e1583289e51d0e834482a338385f626ab835213c96c823cae6e72f0782d5189
   category: main
   optional: false
 - name: libarrow-flight-sql
-  version: 15.0.0
+  version: 15.0.1
   manager: conda
   platform: linux-64
   dependencies:
-    libarrow: 15.0.0
-    libarrow-flight: 15.0.0
+    libarrow: 15.0.1
+    libarrow-flight: 15.0.1
     libgcc-ng: '>=12'
-    libprotobuf: '>=4.25.2,<4.25.3.0a0'
+    libprotobuf: '>=4.25.3,<4.25.4.0a0'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-flight-sql-15.0.0-h469e5c9_7_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-flight-sql-15.0.1-h757c851_2_cpu.conda
   hash:
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-    sha256: 453592bf67437d12b9ba8b24a5d730fd47297054fe6b6e98084348f65578fc9b
+    md5: 6eac4d5af97cf5882f4f87ec99a147da
+    sha256: 4a3625322cfd32bc5e4438965288de48917305e4472a6e5c09e46b37e8135c6b
   category: main
   optional: false
 - name: jupyter-lsp
-  version: 2.2.3
+  version: 2.2.4
   manager: conda
   platform: linux-64
   dependencies:
     importlib-metadata: '>=4.8.3'
     jupyter_server: '>=1.1.2'
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.4-pyhd8ed1ab_0.conda
   hash:
-    md5: 109a271f538a41ff46e9033fdd71c335
-    sha256: addac479dff3431131e1f4be352779bd4a6802b6f01f762db3dd276af02e3d7b
+    md5: 91f93e1ebf6535be518715432d89fd92
+    sha256: 8000b1904a2a10cf039b46305781128e1a93da4c2fd857445b4924ecf3535bdb
   category: main
   optional: false
 - name: jupyter-server-proxy
-  version: 4.1.0
+  version: 4.1.2
   manager: conda
   platform: linux-64
   dependencies:
     aiohttp: ''
-    importlib-metadata: '>4.8.3'
+    importlib_metadata: '>=4.8.3'
     jupyter_server: '>=1.0'
     python: '>=3.8'
     simpervisor: '>=1.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.0-pyhd8ed1ab_0.conda
+    tornado: '>=5.1'
+    traitlets: '>=4.2.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.2-pyhd8ed1ab_0.conda
   hash:
-    md5: b404b1dc6ca2bbb66663507150cb6927
-    sha256: 822a4eda96b6d35476633d62542b9b99a1d0d43172807b9857d18b278b316349
+    md5: 3671520b52215a5a084de08003e6d8cd
+    sha256: 4552703a544c20f1b1b5a81d19c8e889b3e1b0e120cf80554ca272b2e8558365
   category: main
   optional: false
 - name: jupyterlab_server
-  version: 2.25.3
+  version: 2.25.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -3691,27 +3677,27 @@ package:
     packaging: '>=21.3'
     python: '>=3.8'
     requests: '>=2.31'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.4-pyhd8ed1ab_0.conda
   hash:
-    md5: 78f28bcd22aadca6ec8eaff4319e6610
-    sha256: 30269e4ab0e67935b15b012e5e97f5c5c72111d0f02e03b3c644e556fe1a5275
+    md5: ffd61670ae09d2d3c637f6afd29db443
+    sha256: d0336d0c0223a66d648b24cfd1512fd7aebc85550d47f55ad5edbd53f482e7e5
   category: main
   optional: false
 - name: libarrow-substrait
-  version: 15.0.0
+  version: 15.0.1
   manager: conda
   platform: linux-64
   dependencies:
-    libarrow: 15.0.0
-    libarrow-acero: 15.0.0
-    libarrow-dataset: 15.0.0
+    libarrow: 15.0.1
+    libarrow-acero: 15.0.1
+    libarrow-dataset: 15.0.1
     libgcc-ng: '>=12'
-    libprotobuf: '>=4.25.2,<4.25.3.0a0'
+    libprotobuf: '>=4.25.3,<4.25.4.0a0'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-15.0.0-h469e5c9_7_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-15.0.1-h757c851_2_cpu.conda
   hash:
-    md5: 9b49ca045cc212b4139a16c14e11491b
-    sha256: 96b24376eba751953af955db4485bb17bed81d9260082bd7f0b1850b2314f281
+    md5: 51d0403e8e6dc661eaaf30756d4bb6dc
+    sha256: f07490d44b621c3e053e7f340ad44f32558d2e0d330bf8ce4c66b5835d534a66
   category: main
   optional: false
 - name: notebook-shim
@@ -3728,7 +3714,7 @@ package:
   category: main
   optional: false
 - name: jupyterlab
-  version: 4.1.2
+  version: 4.1.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -3748,34 +3734,49 @@ package:
     tomli: ''
     tornado: '>=6.2.0'
     traitlets: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.4-pyhd8ed1ab_0.conda
   hash:
-    md5: ffcabe653273b2b81a30c82d625bd5e8
-    sha256: d4be2239d93c7db7db911b0e992bde6110f50cd705c23ac7e43483ded90a57ed
+    md5: 5af1ffec7c245d1ab2bf0cec0148a4c3
+    sha256: 46f383259e4e9c6c711a82673b11f70e9a4f88510d083e76f584b73dc8291163
   category: main
   optional: false
 - name: pyarrow
-  version: 15.0.0
+  version: 15.0.1
   manager: conda
   platform: linux-64
   dependencies:
-    libarrow: 15.0.0
-    libarrow-acero: 15.0.0
-    libarrow-dataset: 15.0.0
-    libarrow-flight: 15.0.0
-    libarrow-flight-sql: 15.0.0
-    libarrow-gandiva: 15.0.0
-    libarrow-substrait: 15.0.0
+    libarrow: 15.0.1
+    libarrow-acero: 15.0.1
+    libarrow-dataset: 15.0.1
+    libarrow-flight: 15.0.1
+    libarrow-flight-sql: 15.0.1
+    libarrow-gandiva: 15.0.1
+    libarrow-substrait: 15.0.1
     libgcc-ng: '>=12'
-    libparquet: 15.0.0
+    libparquet: 15.0.1
     libstdcxx-ng: '>=12'
     numpy: '>=1.23.5,<2.0a0'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/pyarrow-15.0.0-py311h39c9aba_7_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/pyarrow-15.0.1-py311h39c9aba_2_cpu.conda
+  hash:
+    md5: 7c02ea1450f3a1362640a64ec0479093
+    sha256: a42c2c49de5f3b4dfb64e8f00dc4342a7998d309c14a95433d770123476cf5a1
+  category: main
+  optional: false
+- name: dask-expr
+  version: 1.0.1
+  manager: conda
+  platform: linux-64
+  dependencies:
+    dask-core: 2024.3.0
+    pandas: '>=2'
+    pyarrow: ''
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.1-pyhd8ed1ab_0.conda
   hash:
-    md5: c6de1644e9a61d076eff34308428666e
-    sha256: acacef2a6e73cfdc5fdabd9ddda74229dea08b9d6bdb603e3e3caad2138583e5
+    md5: d9388f9b3e6092f58cab8206ef9367e9
+    sha256: d458d21f39edcec81b09ec23ffba08a012f41f1bb6a64fae2c03f3a7555eac00
   category: main
   optional: false
 - name: dask-labextension
@@ -3840,14 +3841,15 @@ package:
   category: main
   optional: false
 - name: dask
-  version: 2024.2.1
+  version: 2024.3.0
   manager: conda
   platform: linux-64
   dependencies:
     bokeh: '>=2.4.2,!=3.0.*'
     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.2.1,<2024.2.2.0a0'
-    distributed: '>=2024.2.1,<2024.2.2.0a0'
+    dask-core: '>=2024.3.0,<2024.3.1.0a0'
+    dask-expr: '>=1.0,<1.1'
+    distributed: '>=2024.3.0,<2024.3.1.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.21'
@@ -3855,10 +3857,10 @@ package:
     pyarrow: '>=7.0'
     pyarrow-hotfix: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.2.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.3.0-pyhd8ed1ab_1.conda
   hash:
-    md5: 598ebedff52b1a548bb5f0de0e50802c
-    sha256: 845da835849b6c3ddacebce3d02607dbb9fbc01520ab49bb127247e56e023ea4
+    md5: 271447895d7d7f1bd28a74e6afc51be3
+    sha256: 666cd081c8a33164aa2f20177cd2e3c952746936390f38558898269cf80cf8ed
   category: main
   optional: false
 - name: nbgitpuller
@@ -3895,34 +3897,34 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.02.27
+  version: 2024.03.13
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.2.1.*
+    dask: 2024.3.0.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.2.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.02.27-hd8ed1ab_0.conda
+    distributed: 2024.3.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.03.13-hd8ed1ab_0.conda
   hash:
-    md5: c11338d21f3ced993c805bfa965d7398
-    sha256: 1cdb970122598170c7501c7721a072bf20aa9da71f9010ce8145901bea1a49de
+    md5: ffefa44bf970abaea0d92f75b05443bb
+    sha256: 76e70bdfb09d1355fd98b906d1a8447e67b4d6d58520e137cb0a0d1dc78b388b
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.02.27
+  version: 2024.03.14
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
-    jupyter-server-proxy: 4.1.0.*
+    jupyter-server-proxy: 4.1.2.*
     jupyterhub-singleuser: 4.0.2.*
-    jupyterlab: 4.1.2.*
+    jupyterlab: 4.1.4.*
     nbgitpuller: 1.2.0.*
-    pangeo-dask: 2024.02.27.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.02.27-hd8ed1ab_0.conda
+    pangeo-dask: 2024.03.13.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.03.14-hd8ed1ab_0.conda
   hash:
-    md5: 1465243198d961f0508ee7874842d66d
-    sha256: 1ec061e49c0339b57cd3c56d7ac430ee3614b07b2a4c900e6048842851802d75
+    md5: bcfc9fd5c85c873b93ef83dea7336c75
+    sha256: 2efc0744bc4293cc4fcd0f850297d113e7732c3d81660acf43bd24f6445837c6
   category: main
   optional: false
diff --git a/base-notebook/environment.yml b/base-notebook/environment.yml
index 1f08079b..2a137203 100644
--- a/base-notebook/environment.yml
+++ b/base-notebook/environment.yml
@@ -4,5 +4,5 @@ channels:
   - nodefaults
 dependencies:
   - python=3.11
-  - pangeo-notebook=2024.02.27
+  - pangeo-notebook=2024.03.14
   - pip
diff --git a/base-notebook/packages.txt b/base-notebook/packages.txt
index 865f2189..090210d8 100644
--- a/base-notebook/packages.txt
+++ b/base-notebook/packages.txt
@@ -15,16 +15,16 @@ async_generator==1.10
 attrs==23.2.0
 aws-c-auth==0.7.16
 aws-c-cal==0.6.10
-aws-c-common==0.9.13
+aws-c-common==0.9.14
 aws-c-compression==0.2.18
 aws-c-event-stream==0.4.2
 aws-c-http==0.8.1
-aws-c-io==0.14.5
-aws-c-mqtt==0.10.2
-aws-c-s3==0.5.1
+aws-c-io==0.14.6
+aws-c-mqtt==0.10.3
+aws-c-s3==0.5.2
 aws-c-sdkutils==0.1.15
 aws-checksums==0.1.18
-aws-crt-cpp==0.26.2
+aws-crt-cpp==0.26.3
 aws-sdk-cpp==1.11.267
 babel==2.14.0
 beautifulsoup4==4.12.3
@@ -43,18 +43,19 @@ cffi==1.16.0
 charset-normalizer==3.3.2
 click==8.1.7
 cloudpickle==3.0.0
-comm==0.2.1
+comm==0.2.2
 contourpy==1.2.0
 cryptography==42.0.5
 cytoolz==0.12.3
-dask==2024.2.1
-dask-core==2024.2.1
+dask==2024.3.0
+dask-core==2024.3.0
+dask-expr==1.0.1
 dask-gateway==2024.1.0
 dask-labextension==7.0.0
 debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
-distributed==2024.2.1
+distributed==2024.3.0
 entrypoints==0.4
 exceptiongroup==1.2.0
 executing==2.0.1
@@ -73,33 +74,33 @@ httpx==0.27.0
 hyperframe==6.0.1
 icu==73.2
 idna==3.6
-importlib-metadata==7.0.1
-importlib_metadata==7.0.1
-importlib_resources==6.1.2
+importlib-metadata==7.0.2
+importlib_metadata==7.0.2
+importlib_resources==6.3.0
 ipykernel==6.29.3
-ipython==8.22.1
+ipython==8.22.2
 ipywidgets==8.1.2
 isoduration==20.11.0
 jedi==0.19.1
 jinja2==3.1.3
-json5==0.9.17
+json5==0.9.22
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jsonschema-with-format-nongpl==4.21.1
-jupyter-lsp==2.2.3
-jupyter-server-proxy==4.1.0
-jupyter_client==8.6.0
-jupyter_core==5.7.1
-jupyter_events==0.9.0
-jupyter_server==2.12.5
-jupyter_server_terminals==0.5.2
+jupyter-lsp==2.2.4
+jupyter-server-proxy==4.1.2
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+jupyter_events==0.9.1
+jupyter_server==2.13.0
+jupyter_server_terminals==0.5.3
 jupyter_telemetry==0.1.0
 jupyterhub-base==4.0.2
 jupyterhub-singleuser==4.0.2
-jupyterlab==4.1.2
+jupyterlab==4.1.4
 jupyterlab_pygments==0.3.0
-jupyterlab_server==2.25.3
+jupyterlab_server==2.25.4
 jupyterlab_widgets==3.0.10
 keyutils==1.6.1
 krb5==1.21.2
@@ -107,13 +108,13 @@ lcms2==2.16
 ld_impl_linux-64==2.40
 lerc==4.0.0
 libabseil==20240116.1
-libarrow==15.0.0
-libarrow-acero==15.0.0
-libarrow-dataset==15.0.0
-libarrow-flight==15.0.0
-libarrow-flight-sql==15.0.0
-libarrow-gandiva==15.0.0
-libarrow-substrait==15.0.0
+libarrow==15.0.1
+libarrow-acero==15.0.1
+libarrow-dataset==15.0.1
+libarrow-flight==15.0.1
+libarrow-flight-sql==15.0.1
+libarrow-gandiva==15.0.1
+libarrow-substrait==15.0.1
 libblas==3.9.0
 libbrotlicommon==1.1.0
 libbrotlidec==1.1.0
@@ -125,15 +126,15 @@ libdeflate==1.19
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.12
-libexpat==2.5.0
+libexpat==2.6.2
 libffi==3.4.2
 libgcc-ng==13.2.0
 libgfortran-ng==13.2.0
 libgfortran5==13.2.0
 libgomp==13.2.0
-libgoogle-cloud==2.21.0
-libgoogle-cloud-storage==2.21.0
-libgrpc==1.61.1
+libgoogle-cloud==2.22.0
+libgoogle-cloud-storage==2.22.0
+libgrpc==1.62.1
 libiconv==1.17
 libjpeg-turbo==3.0.0
 liblapack==3.9.0
@@ -141,14 +142,13 @@ libllvm16==16.0.6
 libnghttp2==1.58.0
 libnl==3.9.0
 libnsl==2.0.1
-libnuma==2.0.16
 libopenblas==0.3.26
-libparquet==15.0.0
+libparquet==15.0.1
 libpng==1.6.43
-libprotobuf==4.25.2
+libprotobuf==4.25.3
 libre2-11==2023.09.01
 libsodium==1.0.18
-libsqlite==3.45.1
+libsqlite==3.45.2
 libssh2==1.11.0
 libstdcxx-ng==13.2.0
 libthrift==0.19.0
@@ -169,9 +169,9 @@ matplotlib-inline==0.1.6
 mistune==3.0.2
 msgpack-python==1.0.7
 multidict==6.0.5
-nbclient==0.8.0
-nbconvert-core==7.16.1
-nbformat==5.9.2
+nbclient==0.10.0
+nbconvert-core==7.16.2
+nbformat==5.10.2
 nbgitpuller==1.2.0
 ncurses==6.4
 nest-asyncio==1.6.0
@@ -179,16 +179,16 @@ notebook==7.1.1
 notebook-shim==0.2.4
 numpy==1.26.4
 oauthlib==3.2.2
-openjpeg==2.5.1
+openjpeg==2.5.2
 openssl==3.2.1
-orc==1.9.2
+orc==2.0.0
 overrides==7.7.0
-packaging==23.2
+packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
-pangeo-dask==2024.02.27
-pangeo-notebook==2024.02.27
+pangeo-dask==2024.03.13
+pangeo-notebook==2024.03.14
 parso==0.8.3
 partd==1.4.1
 pexpect==4.9.0
@@ -203,7 +203,7 @@ psutil==5.9.8
 pthread-stubs==0.4
 ptyprocess==0.7.0
 pure_eval==0.2.2
-pyarrow==15.0.0
+pyarrow==15.0.1
 pyarrow-hotfix==0.6
 pycparser==2.21
 pygments==2.17.2
@@ -211,7 +211,7 @@ pyjwt==2.8.0
 pyopenssl==24.0.0
 pysocks==1.7.1
 python==3.11.8
-python-dateutil==2.8.2
+python-dateutil==2.9.0
 python-fastjsonschema==2.19.1
 python-json-logger==2.0.7
 python-tzdata==2024.1
@@ -229,26 +229,26 @@ rfc3986-validator==0.1.1
 rpds-py==0.18.0
 ruamel.yaml==0.18.6
 ruamel.yaml.clib==0.2.8
-s2n==1.4.5
+s2n==1.4.6
 send2trash==1.8.2
-setuptools==69.1.1
+setuptools==69.2.0
 simpervisor==1.0.0
 six==1.16.0
 snappy==1.1.10
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.5
-sqlalchemy==2.0.27
+sqlalchemy==2.0.28
 stack_data==0.6.2
 tblib==3.0.0
-terminado==0.18.0
+terminado==0.18.1
 tinycss2==1.2.1
 tk==8.6.13
 tomli==2.0.1
 toolz==0.12.1
 tornado==6.4
-traitlets==5.14.1
-types-python-dateutil==2.8.19.20240106
+traitlets==5.14.2
+types-python-dateutil==2.8.19.20240311
 typing-extensions==4.10.0
 typing_extensions==4.10.0
 typing_utils==0.1.0
diff --git a/ml-notebook/conda-linux-64.lock b/ml-notebook/conda-linux-64.lock
index 8bbfa5df..7331f807 100644
--- a/ml-notebook/conda-linux-64.lock
+++ b/ml-notebook/conda-linux-64.lock
@@ -1,23 +1,22 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 5133e72d477b5bc139520e5acfb13ed4f7852f59e69ff6c2a3b9eab437a3fa60
+# input_hash: 08226fd1b5601ab903df17a4b3016293e15f35ca19d103138a1f9f8ee9d22b60
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
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-https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_2.conda#601900ec9ff06f62f76a247148e52c04
+https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_3.conda#670f0e1593b8c1d84f57ad5fe5256799
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-https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.4.1-ha770c72_0.conda#c5e6650a55feda8764d175755c169309
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.45.0-ha8f183a_0.conda#0632e5a288fc8d2a81b6645bdd263ad3
+https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.5.1-ha770c72_0.conda#bcba64281c71698f6dbb773e61908912
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 https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-13.2.0-h7e041cc_5.conda#f6f6600d18a4047b54f803cf708b868a
-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
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 https://conda.anaconda.org/conda-forge/noarch/tzdata-2024a-h0c530f3_0.conda#161081fc7cec0bfda0d86d7cb595f8d8
@@ -28,7 +27,7 @@ https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#
 https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.40-hf600244_0.conda#33084421a8c0af6aef1b439707f7662a
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2#fee5683a3f04bd15cbd8318b096a27ab
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-https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hbdbef99_2.conda#adfebae9fdc63a598495dfe3b006973a
+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hdade7a5_3.conda#2d9a60578bc28469d9aeef9aea5520c3
 https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_5.conda#d4ff227c46917d3b4565302a2bbb276b
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 https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.0-hd590300_0.conda#71b89db63b5b504e7afc8ad901172e1e
@@ -42,7 +41,7 @@ https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.1-h59595ed_0.conda#8c0
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 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-6.3.0-h59595ed_0.conda#0e33ef437202db431aa5a928248cf2e8
+https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_1.conda#e358c7c5f6824c272b5034b3816438a7
 https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.13-h58526e2_1001.tar.bz2#8c54672728e8ec6aa6db90cf2806d220
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@@ -55,7 +54,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.0.9-h166bdaf_9
 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-1.19-hd590300_0.conda#1635570038840ee3f9c71d22aa5b8b6d
 https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda#172bf1cd1ff8629f2b1179945ed45055
-https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.2-h59595ed_0.conda#e7ba12deb7020dd080c6c70e7b6f6a3d
 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/libgfortran5-13.2.0-ha4646dd_5.conda#7a6bd7a12a4bd359e2afe6c0fa1acace
 https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_2.conda#d66573916ffcf376178462f1b61c941e
@@ -78,7 +77,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.cond
 https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.2.13-hd590300_5.conda#f36c115f1ee199da648e0597ec2047ad
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 https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h516909a_1000.tar.bz2#bb14fcb13341b81d5eb386423b9d2bac
-https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.3.1-h6103f9b_0.conda#bf49d93b457ffa37d7c3d2ef80cfc066
+https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.5.1-h6103f9b_0.conda#bedb0b33c5e3e6fbd4dce4f6f07fea72
 https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.4-h59595ed_2.conda#7dbaa197d7ba6032caf7ae7f32c1efa0
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 https://conda.anaconda.org/conda-forge/linux-64/nspr-4.35-h27087fc_0.conda#da0ec11a6454ae19bff5b02ed881a2b1
@@ -93,7 +92,7 @@ https://conda.anaconda.org/conda-forge/linux-64/re2-2023.03.02-h8c504da_0.conda#
 https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.10-h9fff704_0.conda#e6d228cd0bb74a51dd18f5bfce0b4115
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 https://conda.anaconda.org/conda-forge/linux-64/tzcode-2024a-h3f72095_0.conda#32146e34aaec3745a08b6f49af3f41b0
-https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-hcb278e6_1.conda#2c46deb08ba9b10e90d0a6401ad65deb
+https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-h59595ed_1.conda#c5edf07141147789784f89d5b4e4a9ad
 https://conda.anaconda.org/conda-forge/linux-64/x264-1!164.3095-h166bdaf_2.tar.bz2#6c99772d483f566d59e25037fea2c4b1
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@@ -111,8 +110,8 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.1-hc309b26_1.conda
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-https://conda.anaconda.org/conda-forge/linux-64/cudnn-8.8.0.121-hcdd5f01_4.conda#d51a9b97e9ad89deae47bec4293ad0b6
-https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-hcb278e6_1.conda#8b9b5aca60558d02ddaa09d599e55920
+https://conda.anaconda.org/conda-forge/linux-64/cudnn-8.9.7.29-hbc23b4c_3.conda#4a2d5fab2871d95544de4e1752948d0f
+https://conda.anaconda.org/conda-forge/linux-64/expat-2.6.2-h59595ed_0.conda#53fb86322bdb89496d7579fe3f02fd61
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@@ -130,7 +129,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.58.0-h47da74e_1.con
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-https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.1-h2797004_0.conda#fc4ccadfbf6d4784de88c41704792562
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.2-h2797004_0.conda#866983a220e27a80cb75e85cb30466a1
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@@ -145,15 +144,15 @@ https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.con
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+https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.4-pyhd8ed1ab_0.conda#5af1ffec7c245d1ab2bf0cec0148a4c3
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.03.14-hd8ed1ab_0.conda#bcfc9fd5c85c873b93ef83dea7336c75
diff --git a/ml-notebook/conda-lock.yml b/ml-notebook/conda-lock.yml
index c7771687..31d3d2bb 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/cuda-version-11.8-h70ddcb2_2.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_3.conda
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+  version: 2.45.0
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+  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.45.0-ha8f183a_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hbdbef99_2.conda
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+  version: 8.9.7.29
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     libstdcxx-ng: '>=12'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/cudnn-8.8.0.121-hcdd5f01_4.conda
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+  version: 3.45.2
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-  url: https://conda.anaconda.org/conda-forge/linux-64/gcc-12.3.0-h8d2909c_2.conda
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     sysroot_linux-64: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/gcc_linux-64-12.3.0-h76fc315_2.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/gcc_linux-64-12.3.0-h6477408_3.conda
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+  version: 4.0.5
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     libzlib: '>=1.2.13,<1.3.0a0'
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+  version: 3.45.2
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   dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/astropy-iers-data-0.2024.3.11.18.33.3-pyhd8ed1ab_0.conda
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   category: main
   optional: false
+- name: colorcet
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+  url: https://conda.anaconda.org/conda-forge/noarch/colorcet-3.1.0-pyhd8ed1ab_0.conda
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     python_abi: 3.11.*
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   category: main
   optional: false
 - name: jupyter-lsp
-  version: 2.2.3
+  version: 2.2.4
   manager: conda
   platform: linux-64
   dependencies:
     importlib-metadata: '>=4.8.3'
     jupyter_server: '>=1.1.2'
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.4-pyhd8ed1ab_0.conda
   hash:
-    md5: 109a271f538a41ff46e9033fdd71c335
-    sha256: addac479dff3431131e1f4be352779bd4a6802b6f01f762db3dd276af02e3d7b
+    md5: 91f93e1ebf6535be518715432d89fd92
+    sha256: 8000b1904a2a10cf039b46305781128e1a93da4c2fd857445b4924ecf3535bdb
   category: main
   optional: false
 - name: jupyter-resource-usage
-  version: 1.0.1
+  version: 1.0.2
   manager: conda
   platform: linux-64
   dependencies:
@@ -9946,10 +9895,10 @@ package:
     psutil: '>=5.6.0,<6'
     python: '>=3.8'
     pyzmq: '>=19'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-resource-usage-1.0.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-resource-usage-1.0.2-pyhd8ed1ab_0.conda
   hash:
-    md5: b079fd1b0ee75199a042537d036b496f
-    sha256: 076d6cc25e0338e725a653eb0bb468ba920e49449143335696581fe98f86853b
+    md5: dec5f3f95c6bef50591d552d00c22c0c
+    sha256: 6b0ad1fcf1a30ed1954556b58c81bc2501d9f986e9c3af9c99a72c1ad6d5ed19
   category: main
   optional: false
 - name: jupyter-server-mathjax
@@ -9966,19 +9915,21 @@ package:
   category: main
   optional: false
 - name: jupyter-server-proxy
-  version: 4.1.0
+  version: 4.1.2
   manager: conda
   platform: linux-64
   dependencies:
     aiohttp: ''
-    importlib-metadata: '>4.8.3'
+    importlib_metadata: '>=4.8.3'
     jupyter_server: '>=1.0'
     python: '>=3.8'
     simpervisor: '>=1.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.0-pyhd8ed1ab_0.conda
+    tornado: '>=5.1'
+    traitlets: '>=4.2.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.2-pyhd8ed1ab_0.conda
   hash:
-    md5: b404b1dc6ca2bbb66663507150cb6927
-    sha256: 822a4eda96b6d35476633d62542b9b99a1d0d43172807b9857d18b278b316349
+    md5: 3671520b52215a5a084de08003e6d8cd
+    sha256: 4552703a544c20f1b1b5a81d19c8e889b3e1b0e120cf80554ca272b2e8558365
   category: main
   optional: false
 - name: jupyter_server_xarray_leaflet
@@ -10008,7 +9959,7 @@ package:
   category: main
   optional: false
 - name: jupyterlab_server
-  version: 2.25.3
+  version: 2.25.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -10021,10 +9972,10 @@ package:
     packaging: '>=21.3'
     python: '>=3.8'
     requests: '>=2.31'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.4-pyhd8ed1ab_0.conda
   hash:
-    md5: 78f28bcd22aadca6ec8eaff4319e6610
-    sha256: 30269e4ab0e67935b15b012e5e97f5c5c72111d0f02e03b3c644e556fe1a5275
+    md5: ffd61670ae09d2d3c637f6afd29db443
+    sha256: d0336d0c0223a66d648b24cfd1512fd7aebc85550d47f55ad5edbd53f482e7e5
   category: main
   optional: false
 - name: notebook-shim
@@ -10167,7 +10118,7 @@ package:
   category: main
   optional: false
 - name: jupyterlab
-  version: 4.1.2
+  version: 4.1.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -10187,10 +10138,10 @@ package:
     tomli: ''
     tornado: '>=6.2.0'
     traitlets: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.4-pyhd8ed1ab_0.conda
   hash:
-    md5: ffcabe653273b2b81a30c82d625bd5e8
-    sha256: d4be2239d93c7db7db911b0e992bde6110f50cd705c23ac7e43483ded90a57ed
+    md5: 5af1ffec7c245d1ab2bf0cec0148a4c3
+    sha256: 46f383259e4e9c6c711a82673b11f70e9a4f88510d083e76f584b73dc8291163
   category: main
   optional: false
 - name: nbdime
@@ -10636,17 +10587,17 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.02.27
+  version: 2024.03.13
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.2.1.*
+    dask: 2024.3.0.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.2.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.02.27-hd8ed1ab_0.conda
+    distributed: 2024.3.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.03.13-hd8ed1ab_0.conda
   hash:
-    md5: c11338d21f3ced993c805bfa965d7398
-    sha256: 1cdb970122598170c7501c7721a072bf20aa9da71f9010ce8145901bea1a49de
+    md5: ffefa44bf970abaea0d92f75b05443bb
+    sha256: 76e70bdfb09d1355fd98b906d1a8447e67b4d6d58520e137cb0a0d1dc78b388b
   category: main
   optional: false
 - name: satpy
@@ -10710,7 +10661,7 @@ package:
   category: main
   optional: false
 - name: xskillscore
-  version: 0.0.24
+  version: 0.0.26
   manager: conda
   platform: linux-64
   dependencies:
@@ -10723,12 +10674,13 @@ package:
     python: '>=3.7'
     scikit-learn: ''
     scipy: ''
+    statsmodels: ''
     xarray: '>=0.16.1'
     xhistogram: '>=0.3.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.26-pyhd8ed1ab_0.conda
   hash:
-    md5: facc58b60c63642243013e12236e3ea7
-    sha256: 2d0a2bdc5503c5bebf7bb7fe2110e95fbbb4d9d520016a365d8734ba5aba4a6b
+    md5: d585cd496ebb20c8327041823343692f
+    sha256: 2114ce212ff8510ba83a287763dc61547ea33add598e8973f85ba37bfe2e8c9d
   category: main
   optional: false
 - name: keras-cv
@@ -10766,20 +10718,20 @@ package:
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.02.27
+  version: 2024.03.14
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
-    jupyter-server-proxy: 4.1.0.*
+    jupyter-server-proxy: 4.1.2.*
     jupyterhub-singleuser: 4.0.2.*
-    jupyterlab: 4.1.2.*
+    jupyterlab: 4.1.4.*
     nbgitpuller: 1.2.0.*
-    pangeo-dask: 2024.02.27.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.02.27-hd8ed1ab_0.conda
+    pangeo-dask: 2024.03.13.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.03.14-hd8ed1ab_0.conda
   hash:
-    md5: 1465243198d961f0508ee7874842d66d
-    sha256: 1ec061e49c0339b57cd3c56d7ac430ee3614b07b2a4c900e6048842851802d75
+    md5: bcfc9fd5c85c873b93ef83dea7336c75
+    sha256: 2efc0744bc4293cc4fcd0f850297d113e7732c3d81660acf43bd24f6445837c6
   category: main
   optional: false
diff --git a/ml-notebook/packages.txt b/ml-notebook/packages.txt
index 0bfa4bc7..b111363f 100644
--- a/ml-notebook/packages.txt
+++ b/ml-notebook/packages.txt
@@ -7,7 +7,7 @@ absl-py==1.4.0
 adal==1.2.7
 adlfs==2024.2.0
 affine==2.4.0
-aiobotocore==2.11.2
+aiobotocore==2.12.1
 aiohttp==3.9.3
 aioitertools==0.11.0
 aiosignal==1.3.1
@@ -22,7 +22,7 @@ argopy==0.1.14
 arrow==1.3.0
 asciitree==0.3.3
 astropy==6.0.0
-astropy-iers-data==0.2024.2.26.0.28.55
+astropy-iers-data==0.2024.3.11.18.33.3
 asttokens==2.4.1
 astunparse==1.6.3
 async-lru==2.0.4
@@ -45,10 +45,10 @@ aws-crt-cpp==0.21.0
 aws-sdk-cpp==1.10.57
 awscli==2.13.39
 awscrt==0.19.0
-azure-core==1.30.0
+azure-core==1.30.1
 azure-datalake-store==0.0.51
 azure-identity==1.15.0
-azure-storage-blob==12.19.0
+azure-storage-blob==12.19.1
 babel==2.14.0
 beautifulsoup4==4.12.3
 binutils==2.40
@@ -60,8 +60,8 @@ blinker==1.7.0
 blosc==1.21.5
 bokeh==3.3.4
 boltons==23.1.1
-boto3==1.34.34
-botocore==1.34.34
+boto3==1.34.51
+botocore==1.34.51
 bottleneck==1.3.8
 bounded-pool-executor==0.0.3
 branca==0.7.1
@@ -96,20 +96,21 @@ cligj==0.7.2
 cloudpickle==3.0.0
 cmocean==3.1.3
 colorama==0.4.6
-colorcet==3.0.1
+colorcet==3.1.0
 colorspacious==1.1.2
-comm==0.2.1
+comm==0.2.2
 configobj==5.0.8
 contourpy==1.2.0
 cryptography==40.0.2
 cuda-version==11.8
 cudatoolkit==11.8.0
-cudnn==8.8.0.121
+cudnn==8.9.7.29
 cycler==0.12.1
-cython==3.0.8
+cython==3.0.9
 cytoolz==0.12.3
-dask==2024.2.1
-dask-core==2024.2.1
+dask==2024.3.0
+dask-core==2024.3.0
+dask-expr==1.0.1
 dask-gateway==2024.1.0
 dask-glm==0.3.2
 dask-labextension==7.0.0
@@ -121,14 +122,14 @@ decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
 dill==0.3.8
-distributed==2024.2.1
+distributed==2024.3.0
 distro==1.8.0
 dm-tree==0.1.8
 docopt==0.6.2
 docrep==0.3.2
 docutils==0.19
 donfig==0.8.1.post0
-earthaccess==0.8.2
+earthaccess==0.9.0
 eccodes==2.34.1
 entrypoints==0.4
 eofs==1.4.1
@@ -138,7 +139,7 @@ esmpy==8.6.0
 etils==1.7.0
 exceptiongroup==1.2.0
 executing==2.0.1
-expat==2.5.0
+expat==2.6.2
 fastapi==0.110.0
 fasteners==0.17.3
 fastjmd95==0.2.1
@@ -148,8 +149,8 @@ findlibs==0.0.5
 fiona==1.9.5
 flatbuffers==23.5.26
 flax==0.6.1
-flox==0.9.2
-folium==0.15.1
+flox==0.9.3
+folium==0.16.0
 font-ttf-dejavu-sans-mono==2.37
 font-ttf-inconsolata==3.000
 font-ttf-source-code-pro==2.038
@@ -164,18 +165,18 @@ freetype==2.12.1
 freexl==2.0.0
 fribidi==1.0.10
 frozenlist==1.4.1
-fsspec==2023.12.2
+fsspec==2024.2.0
 future==1.0.0
 gast==0.5.4
 gcc==12.3.0
 gcc_impl_linux-64==12.3.0
 gcc_linux-64==12.3.0
 gcm_filters==0.3.0
-gcsfs==2023.12.2.post1
+gcsfs==2024.2.0
 gdal==3.8.1
 gdk-pixbuf==2.42.10
 geocube==0.5.0
-geographiclib==1.52
+geographiclib==2.0
 geopandas==0.14.3
 geopandas-base==0.14.3
 geopy==2.4.1
@@ -184,24 +185,24 @@ geotiff==1.7.1
 geoviews-core==1.11.1
 gettext==0.21.1
 gflags==2.2.2
-gh==2.43.1
+gh==2.45.0
 gh-scoped-creds==4.1
 giflib==5.2.1
-git-lfs==3.4.1
+git-lfs==3.5.1
 gitdb==4.0.11
 gitpython==3.1.42
 glog==0.6.0
 gmp==6.3.0
 gnutls==3.7.9
 google-api-core==2.17.1
-google-auth==2.28.1
+google-auth==2.28.2
 google-auth-oauthlib==1.0.0
 google-cloud-core==2.4.1
 google-cloud-storage==2.14.0
 google-crc32c==1.1.2
 google-pasta==0.2.0
 google-resumable-media==2.7.0
-googleapis-common-protos==1.62.0
+googleapis-common-protos==1.63.0
 graphite2==1.3.13
 graphviz==9.0.0
 greenlet==3.0.3
@@ -211,7 +212,7 @@ gtk2==2.24.33
 gts==0.7.6
 h11==0.14.0
 h2==4.1.0
-h3-py==3.7.6
+h3-py==3.7.7
 h5netcdf==1.3.0
 h5py==3.10.0
 harfbuzz==8.3.0
@@ -228,9 +229,9 @@ icu==73.2
 idna==3.6
 imagecodecs-lite==2019.12.3
 imageio==2.34.0
-importlib-metadata==7.0.1
-importlib_metadata==7.0.1
-importlib_resources==6.1.2
+importlib-metadata==7.0.2
+importlib_metadata==7.0.2
+importlib_resources==6.3.0
 iniconfig==2.0.0
 intake==2.0.3
 intake-esm==2023.11.10
@@ -247,7 +248,7 @@ ipyurl==0.1.2
 ipywidgets==8.1.2
 isodate==0.6.1
 isoduration==20.11.0
-jasper==4.2.1
+jasper==4.2.2
 jax==0.4.13
 jaxlib==0.4.12
 jedi==0.19.1
@@ -255,40 +256,40 @@ jinja2==3.1.3
 jmespath==1.0.1
 joblib==1.3.2
 json-c==0.17
-json5==0.9.17
+json5==0.9.22
 jsonpickle==3.0.2
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jsonschema-with-format-nongpl==4.21.1
-jupyter-lsp==2.2.3
+jupyter-lsp==2.2.4
 jupyter-panel-proxy==0.1.0
-jupyter-resource-usage==1.0.1
+jupyter-resource-usage==1.0.2
 jupyter-server-mathjax==0.2.6
-jupyter-server-proxy==4.1.0
-jupyter_client==8.6.0
-jupyter_core==5.7.1
-jupyter_events==0.9.0
-jupyter_server==2.12.5
-jupyter_server_terminals==0.5.2
+jupyter-server-proxy==4.1.2
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+jupyter_events==0.9.1
+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==4.0.2
 jupyterhub-singleuser==4.0.2
-jupyterlab==4.1.2
+jupyterlab==4.1.4
 jupyterlab-git==0.50.0
 jupyterlab-myst==2.3.1
 jupyterlab-nvdashboard==0.4.0
 jupyterlab_code_formatter==2.2.1
 jupyterlab_pygments==0.3.0
-jupyterlab_server==2.25.3
+jupyterlab_server==2.25.4
 jupyterlab_widgets==3.0.10
 kagglehub==0.1.9
 kealib==1.5.3
 keras==2.14.0
 keras-core==0.1.7
 keras-cv==0.8.2
-kerchunk==0.2.3
+kerchunk==0.2.4
 kernel-headers_linux-64==2.6.32
 keyutils==1.6.1
 kiwisolver==1.4.5
@@ -316,7 +317,7 @@ libdrm==2.4.120
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.12
-libexpat==2.5.0
+libexpat==2.6.2
 libffi==3.4.2
 libgcc-devel_linux-64==12.3.0
 libgcc-ng==13.2.0
@@ -358,7 +359,6 @@ libopenvino-tensorflow-frontend==2023.2.0
 libopenvino-tensorflow-lite-frontend==2023.2.0
 libopus==1.3.1
 libpciaccess==0.18
-libpnetcdf==1.12.3
 libpng==1.6.43
 libpq==16.2
 libprotobuf==3.21.12
@@ -369,7 +369,7 @@ libsecret==0.18.8
 libsodium==1.0.18
 libspatialindex==1.9.3
 libspatialite==5.1.0
-libsqlite==3.45.1
+libsqlite==3.45.2
 libssh2==1.11.0
 libstdcxx-ng==13.2.0
 libtasn1==4.19.0
@@ -379,7 +379,7 @@ libunistring==0.9.10
 libutf8proc==2.8.0
 libuuid==2.38.1
 libuv==1.46.0
-libva==2.20.0
+libva==2.21.0
 libvpx==1.13.1
 libwebp==1.3.2
 libwebp-base==1.3.2
@@ -410,12 +410,10 @@ mdurl==0.1.2
 memory_profiler==0.61.0
 mercantile==1.2.1
 metpy==1.6.1
-minizip==4.0.4
+minizip==4.0.5
 mistune==3.0.2
 ml_dtypes==0.2.0
 morecantile==5.3.0
-mpi==1.0
-mpich==4.2.0
 msal==1.27.0
 msal_extensions==1.1.0
 msgpack-python==1.0.7
@@ -426,14 +424,14 @@ munkres==1.1.4
 mypy_extensions==1.0.0
 namex==0.0.7
 nb_conda_kernels==2.3.1
-nbclient==0.8.0
-nbconvert-core==7.16.1
+nbclient==0.10.0
+nbconvert-core==7.16.2
 nbdime==4.0.1
-nbformat==5.9.2
+nbformat==5.10.2
 nbgitpuller==1.2.0
 nbstripout==0.7.1
 nc-time-axis==1.4.1
-nccl==2.20.3.1
+nccl==2.20.5.1
 ncurses==6.4
 nest-asyncio==1.6.0
 netcdf-fortran==4.6.1
@@ -447,32 +445,31 @@ notebook-shim==0.2.4
 nspr==4.35
 nss==3.98
 numba==0.58.1
-numbagg==0.8.0
-numcodecs==0.11.0
+numbagg==0.8.1
+numcodecs==0.12.1
 numpy==1.26.4
 numpy_groupies==0.10.2
 oauthlib==3.2.2
 ocl-icd==2.3.2
 ocl-icd-system==1.0.0
-odc-geo==0.4.2
+odc-geo==0.4.3
 odc-stac==0.3.9
 openh264==2.4.0
-openjpeg==2.5.1
+openjpeg==2.5.2
 openssl==3.2.1
 opt_einsum==3.3.0
-optax==0.1.9
+optax==0.2.1
 orc==1.9.0
 overrides==7.7.0
 p11-kit==0.24.1
-packaging==23.2
+packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
 panel==1.3.8
-pangeo-dask==2024.02.27
-pangeo-notebook==2024.02.27
-pango==1.52.0
-parallelio==2.6.2
+pangeo-dask==2024.03.13
+pangeo-notebook==2024.03.14
+pango==1.52.1
 param==2.0.2
 parcels==3.0.2
 parso==0.8.3
@@ -519,34 +516,34 @@ pycamhd==0.7.0
 pycparser==2.21
 pyct==0.4.6
 pyct-core==0.4.6
-pydantic==2.6.2
+pydantic==2.6.3
 pydantic-core==2.16.3
 pydap==3.4.0
 pyerfa==2.0.1.1
 pygments==2.17.2
-pygobject==3.46.0
+pygobject==3.48.1
 pyjwt==2.8.0
 pykdtree==1.3.11
 pymbolic==2022.2
 pynvml==11.5.0
 pyopenssl==23.1.1
 pyorbital==1.8.2
-pyparsing==3.1.1
+pyparsing==3.1.2
 pyproj==3.6.1
-pyresample==1.28.1
+pyresample==1.28.2
 pyshp==2.3.1
 pysocks==1.7.1
 pyspectral==0.13.0
 pystac==1.9.0
-pystac-client==0.7.5
-pytest==8.0.2
+pystac-client==0.7.6
+pytest==8.1.1
 python==3.11.8
 python-blosc==1.10.6
 python-cmr==0.9.0
-python-dateutil==2.8.2
+python-dateutil==2.9.0
 python-eccodes==1.7.0
 python-fastjsonschema==2.19.1
-python-flatbuffers==23.5.26
+python-flatbuffers==24.3.7
 python-geotiepoints==1.7.2
 python-gist==0.10.6
 python-gnupg==0.4.9
@@ -570,10 +567,10 @@ rechunker==0.5.2
 referencing==0.33.0
 regex==2023.12.25
 requests==2.31.0
-requests-oauthlib==1.3.1
+requests-oauthlib==1.4.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
-rich==13.7.0
+rich==13.7.1
 rio-cogeo==5.2.0
 rioxarray==0.15.1
 roaring-landmask==0.7.1
@@ -583,7 +580,7 @@ rtree==1.2.0
 ruamel.yaml==0.17.21
 ruamel.yaml.clib==0.2.7
 s2n==1.3.49
-s3fs==2023.12.2
+s3fs==2024.2.0
 s3transfer==0.10.0
 satpy==0.47.0
 scikit-image==0.20.0
@@ -592,7 +589,7 @@ scipy==1.12.0
 seaborn==0.13.2
 seaborn-base==0.13.2
 send2trash==1.8.2
-setuptools==69.1.1
+setuptools==69.2.0
 shapely==2.0.3
 simpervisor==1.0.0
 six==1.16.0
@@ -604,8 +601,8 @@ snuggs==1.4.7
 sortedcontainers==2.4.0
 soupsieve==2.5
 sparse==0.15.1
-sqlalchemy==2.0.27
-sqlite==3.45.1
+sqlalchemy==2.0.28
+sqlite==3.45.2
 stack_data==0.6.2
 stackstac==0.5.0
 starlette==0.36.3
@@ -622,7 +619,7 @@ tensorflow-datasets==4.8.3
 tensorflow-estimator==2.14.0
 tensorflow-metadata==1.13.1
 termcolor==2.4.0
-terminado==0.18.0
+terminado==0.18.1
 threadpoolctl==3.3.0
 tifffile==2020.6.3
 tiledb==2.18.2
@@ -636,12 +633,12 @@ tomli==2.0.1
 toolz==0.12.1
 tornado==6.4
 tqdm==4.66.2
-traitlets==5.14.1
+traitlets==5.14.2
 traittypes==0.2.1
 trajan==0.6.0
 trollimage==1.23.1
 trollsift==0.5.1
-types-python-dateutil==2.8.19.20240106
+types-python-dateutil==2.8.19.20240311
 typing-extensions==4.10.0
 typing_extensions==4.10.0
 typing_utils==0.1.0
@@ -653,7 +650,7 @@ ujson==5.9.0
 uri-template==1.3.0
 uriparser==0.9.7
 urllib3==1.26.18
-uvicorn==0.27.1
+uvicorn==0.28.0
 watermark==2.4.3
 wcwidth==0.2.13
 webcolors==1.13
@@ -698,14 +695,14 @@ xorg-xextproto==7.3.0
 xorg-xproto==7.0.31
 xpublish==0.3.3
 xrft==1.0.1
-xskillscore==0.0.24
+xskillscore==0.0.26
 xxhash==0.8.2
 xyzservices==2023.10.1
 xz==5.2.6
 yamale==4.0.4
 yaml==0.2.5
 yarl==1.9.4
-zarr==2.17.0
+zarr==2.17.1
 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 d18cd477..1924b035 100644
--- a/pangeo-notebook/conda-linux-64.lock
+++ b/pangeo-notebook/conda-linux-64.lock
@@ -1,23 +1,22 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: db321feb6b2dc7ab96dae3d8a9d22d04490d60de931122d68d1122f2654160c3
+# input_hash: adc9f072bbb85268a8b8b8343c1356133822b067f4914a899fda422a519a54be
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
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-https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_2.conda#601900ec9ff06f62f76a247148e52c04
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-https://conda.anaconda.org/conda-forge/linux-64/mpi-1.0-mpich.tar.bz2#c1fcff3417b5a22bbc4cf6e8c23648cf
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@@ -28,7 +27,7 @@ https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#
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-https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hbdbef99_2.conda#adfebae9fdc63a598495dfe3b006973a
+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hdade7a5_3.conda#2d9a60578bc28469d9aeef9aea5520c3
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@@ -41,7 +40,7 @@ https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.1-h59595ed_0.conda#8c0
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-https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_0.conda#0e33ef437202db431aa5a928248cf2e8
+https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_1.conda#e358c7c5f6824c272b5034b3816438a7
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@@ -55,14 +54,14 @@ https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.1.0-hd590300_1
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-https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.2-h59595ed_0.conda#e7ba12deb7020dd080c6c70e7b6f6a3d
 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/libhwy-1.0.7-h00ab1b0_0.conda#271c74eadb196f7ae588d95a11e9acd3
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-https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda#28bfe2cb11357ccc5be21101a6b7ce86
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@@ -79,7 +78,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.2.13-hd590300_5.conda#
 https://conda.anaconda.org/conda-forge/linux-64/libzopfli-1.0.3-h9c3ff4c_0.tar.bz2#c66fe2d123249af7651ebde8984c51c2
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-https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.3.1-h6103f9b_0.conda#bf49d93b457ffa37d7c3d2ef80cfc066
+https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.5.1-h6103f9b_0.conda#bedb0b33c5e3e6fbd4dce4f6f07fea72
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@@ -93,7 +92,7 @@ https://conda.anaconda.org/conda-forge/linux-64/rav1e-0.6.6-he8a937b_2.conda#77d
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-https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-hcb278e6_1.conda#2c46deb08ba9b10e90d0a6401ad65deb
+https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-h59595ed_1.conda#c5edf07141147789784f89d5b4e4a9ad
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@@ -113,7 +112,7 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.9-h5d48c4d_2.conda
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-https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-hcb278e6_1.conda#8b9b5aca60558d02ddaa09d599e55920
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-https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.1-h2797004_0.conda#fc4ccadfbf6d4784de88c41704792562
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-https://conda.anaconda.org/conda-forge/noarch/dask-2024.2.1-pyhd8ed1ab_0.conda#598ebedff52b1a548bb5f0de0e50802c
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.03.13-hd8ed1ab_0.conda#ffefa44bf970abaea0d92f75b05443bb
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+https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.26-pyhd8ed1ab_0.conda#d585cd496ebb20c8327041823343692f
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.03.14-hd8ed1ab_0.conda#bcfc9fd5c85c873b93ef83dea7336c75
diff --git a/pangeo-notebook/conda-lock.yml b/pangeo-notebook/conda-lock.yml
index 11bb7d0d..f1399c68 100644
--- a/pangeo-notebook/conda-lock.yml
+++ b/pangeo-notebook/conda-lock.yml
@@ -13,7 +13,7 @@
 version: 1
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+    linux-64: adc9f072bbb85268a8b8b8343c1356133822b067f4914a899fda422a519a54be
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@@ -61,10 +61,10 @@ package:
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   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_2.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_3.conda
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 - name: font-ttf-dejavu-sans-mono
@@ -112,25 +112,25 @@ package:
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+  version: 2.45.0
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-  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.43.1-ha8f183a_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/gh-2.45.0-ha8f183a_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.4.1-ha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.5.1-ha770c72_0.conda
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     sysroot_linux-64: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hbdbef99_2.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hdade7a5_3.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.2-h59595ed_0.conda
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   category: main
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+- name: libhwy
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+  manager: conda
+  platform: linux-64
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+    libstdcxx-ng: '>=12'
+  url: https://conda.anaconda.org/conda-forge/linux-64/libhwy-1.0.7-h00ab1b0_0.conda
+  hash:
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+    sha256: 5d3bfd5830e6d029ad90bdc597a8ec896b751dd3c4adc70a934c9295753ac25d
+  category: main
+  optional: false
 - name: libiconv
   version: '1.17'
   manager: conda
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   category: main
   optional: false
-- name: libnuma
-  version: 2.0.16
-  manager: conda
-  platform: linux-64
-  dependencies:
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda
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 - name: libopus
   version: 1.3.1
   manager: conda
@@ -951,17 +941,17 @@ package:
   category: main
   optional: false
 - name: nccl
-  version: 2.20.3.1
+  version: 2.20.5.1
   manager: conda
   platform: linux-64
   dependencies:
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     libgcc-ng: '>=12'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.3.1-h6103f9b_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.5.1-h6103f9b_0.conda
   hash:
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   optional: false
 - name: ncurses
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     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-hcb278e6_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/uriparser-0.9.7-h59595ed_1.conda
   hash:
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   category: main
   optional: false
 - name: x264
@@ -1378,16 +1368,16 @@ package:
   category: main
   optional: false
 - name: expat
-  version: 2.5.0
+  version: 2.6.2
   manager: conda
   platform: linux-64
   dependencies:
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+    libexpat: 2.6.2
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-hcb278e6_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/expat-2.6.2-h59595ed_0.conda
   hash:
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   category: main
   optional: false
 - name: gcc_impl_linux-64
@@ -1663,16 +1653,16 @@ package:
   category: main
   optional: false
 - name: libsqlite
-  version: 3.45.1
+  version: 3.45.2
   manager: conda
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
     libzlib: '>=1.2.13,<1.3.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.1-h2797004_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.45.2-h2797004_0.conda
   hash:
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-    sha256: 1b379d1c652b25d0540251d422ef767472e768fd36b77261045e97f9ba6d3faa
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   category: main
   optional: false
 - name: libssh2
@@ -1801,10 +1791,10 @@ package:
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     libnl: '>=3.9.0,<4.0a0'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/rdma-core-50.0-hd3aeb46_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/rdma-core-50.0-hd3aeb46_1.conda
   hash:
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-    sha256: 7cc75473895aa7d4fa1824ef94bd451768fa4a36a5046b3281ed2b1a6787853d
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   category: main
   optional: false
 - name: readline
@@ -1881,10 +1871,10 @@ package:
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     libsodium: '>=1.0.18,<1.0.19.0a0'
     libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_1.conda
   hash:
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   category: main
   optional: false
 - name: zlib
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   dependencies:
     gcc_impl_linux-64: 12.3.0.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/gcc-12.3.0-h8d2909c_2.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/gcc-12.3.0-h95e488c_3.conda
   hash:
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-    sha256: 1bbf077688822993c39518056fb43d83ff0920eb42fef11e8714d2a298cc0f27
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   category: main
   optional: false
 - name: gcc_linux-64
@@ -2010,10 +2000,10 @@ package:
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     gcc_impl_linux-64: 12.3.0.*
     sysroot_linux-64: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/gcc_linux-64-12.3.0-h76fc315_2.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/gcc_linux-64-12.3.0-h6477408_3.conda
   hash:
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   category: main
   optional: false
 - name: gnutls
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     sha256: 6950fee24766d03406e0f6f965262a5d98829c71eed8d1004f313892423b559b
   category: main
   optional: false
+- name: libjxl
+  version: 0.10.1
+  manager: conda
+  platform: linux-64
+  dependencies:
+    libbrotlidec: '>=1.1.0,<1.2.0a0'
+    libbrotlienc: '>=1.1.0,<1.2.0a0'
+    libgcc-ng: '>=12'
+    libhwy: '>=1.0.7,<1.1.0a0'
+    libstdcxx-ng: '>=12'
+  url: https://conda.anaconda.org/conda-forge/linux-64/libjxl-0.10.1-h5b01ea3_0.conda
+  hash:
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+  optional: false
 - name: libllvm15
   version: 15.0.7
   manager: conda
@@ -2194,7 +2200,7 @@ package:
   category: main
   optional: false
 - name: minizip
-  version: 4.0.4
+  version: 4.0.5
   manager: conda
   platform: linux-64
   dependencies:
@@ -2203,29 +2209,13 @@ package:
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     libstdcxx-ng: '>=12'
     libzlib: '>=1.2.13,<1.3.0a0'
-    openssl: '>=3.2.0,<4.0a0'
+    openssl: '>=3.2.1,<4.0a0'
     xz: '>=5.2.6,<6.0a0'
     zstd: '>=1.5.5,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/minizip-4.0.4-h0ab5242_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/minizip-4.0.5-h0ab5242_0.conda
   hash:
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-- name: mpich
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-  manager: conda
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-    mpi: '1.0'
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   category: main
   optional: false
 - name: nss
@@ -2303,19 +2293,19 @@ package:
   category: main
   optional: false
 - name: sqlite
-  version: 3.45.1
+  version: 3.45.2
   manager: conda
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
-    libsqlite: 3.45.1
+    libsqlite: 3.45.2
     libzlib: '>=1.2.13,<1.3.0a0'
     ncurses: '>=6.4,<7.0a0'
     readline: '>=8.2,<9.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/sqlite-3.45.1-h2c6b66d_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/sqlite-3.45.2-h2c6b66d_0.conda
   hash:
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   category: main
   optional: false
 - name: ucx
@@ -2324,13 +2314,12 @@ package:
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   dependencies:
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-    libnuma: '>=2.0.16,<3.0a0'
     libstdcxx-ng: '>=12'
-    rdma-core: '>=49'
-  url: https://conda.anaconda.org/conda-forge/linux-64/ucx-1.15.0-h75e419f_3.conda
+    rdma-core: '>=50.0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/ucx-1.15.0-h11edf95_7.conda
   hash:
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   category: main
   optional: false
 - name: xorg-libx11
@@ -2386,15 +2375,15 @@ package:
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   optional: false
 - name: astropy-iers-data
-  version: 0.2024.2.26.0.28.55
+  version: 0.2024.3.11.18.33.3
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/astropy-iers-data-0.2024.2.26.0.28.55-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/astropy-iers-data-0.2024.3.11.18.33.3-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: async_generator
@@ -2632,6 +2621,18 @@ package:
     sha256: 2c1b2e9755ce3102bca8d69e8f26e4f087ece73f50418186aee7c74bef8e1698
   category: main
   optional: false
+- name: colorcet
+  version: 3.1.0
+  manager: conda
+  platform: linux-64
+  dependencies:
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/colorcet-3.1.0-pyhd8ed1ab_0.conda
+  hash:
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+  optional: false
 - name: cycler
   version: 0.12.1
   manager: conda
@@ -2645,7 +2646,7 @@ package:
   category: main
   optional: false
 - name: cython
-  version: 3.0.8
+  version: 3.0.9
   manager: conda
   platform: linux-64
   dependencies:
@@ -2653,10 +2654,10 @@ package:
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     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/cython-3.0.8-py311hb755f60_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/cython-3.0.9-py311hb755f60_0.conda
   hash:
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   category: main
   optional: false
 - name: debugpy
@@ -2853,15 +2854,15 @@ package:
   category: main
   optional: false
 - name: fsspec
-  version: 2023.12.2
+  version: 2024.2.0
   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/fsspec-2023.12.2-pyhca7485f_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.2.0-pyhca7485f_0.conda
   hash:
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 - name: future
@@ -2881,28 +2882,26 @@ package:
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   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-    libglib: '>=2.78.0,<3.0a0'
+    libglib: '>=2.78.4,<3.0a0'
     libjpeg-turbo: '>=3.0.0,<4.0a0'
-    libpng: '>=1.6.39,<1.7.0a0'
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     libtiff: '>=4.6.0,<4.7.0a0'
-    libzlib: '>=1.2.13,<1.3.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.42.10-h829c605_4.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.42.10-h829c605_5.conda
   hash:
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   optional: false
 - name: geographiclib
-  version: '1.52'
+  version: '2.0'
   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/geographiclib-1.52-pyhd8ed1ab_0.tar.bz2
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/geographiclib-2.0-pyhd8ed1ab_0.tar.bz2
   hash:
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   category: main
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 - name: greenlet
@@ -3007,15 +3006,15 @@ package:
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   optional: false
 - name: json5
-  version: 0.9.17
+  version: 0.9.22
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.7,<4.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/json5-0.9.17-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/json5-0.9.22-pyhd8ed1ab_0.conda
   hash:
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 - name: jsonpointer
@@ -3146,22 +3145,6 @@ package:
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   category: main
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-- name: libpnetcdf
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-  manager: conda
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-    libgfortran5: '>=12.3.0'
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-    mpich: '>=4.1.1,<5.0a0'
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 - name: libpq
   version: '16.2'
   manager: conda
@@ -3410,7 +3393,7 @@ package:
   category: main
   optional: false
 - name: openjpeg
-  version: 2.5.1
+  version: 2.5.2
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   platform: linux-64
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-    sha256: 13793831317ff7a9dc5ffc20c3c6d28f390615e1c1d4e95af4e94f1a6d2b6656
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+    sha256: b9ae4843b862ee69a1bfdcbb4604db817dd4f220d598fcbe64987c700b4e4cf4
   category: main
   optional: false
 - name: cfgrib
@@ -9186,7 +9136,7 @@ package:
   category: main
   optional: false
 - name: nbconvert-core
-  version: 7.16.1
+  version: 7.16.2
   manager: conda
   platform: linux-64
   dependencies:
@@ -9207,10 +9157,10 @@ package:
     python: '>=3.8'
     tinycss2: ''
     traitlets: '>=5.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-7.16.2-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 684e0710abd6477ed9df743506edecb4b53d1c9deeaf8d6d7fdbb82e58f43090
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+    sha256: e1fe894114763addc98ef147a78fcd9a518bf97d268394c356b80c572c78c82f
   category: main
   optional: false
 - name: pycamhd
@@ -9375,28 +9325,28 @@ package:
   category: main
   optional: false
 - name: fiona
-  version: 1.9.5
+  version: 1.9.6
   manager: conda
   platform: linux-64
   dependencies:
     attrs: '>=19.2.0'
+    certifi: ''
     click: '>=8.0,<9.dev0'
     click-plugins: '>=1.0'
     cligj: '>=0.5'
     gdal: ''
     libgcc-ng: '>=12'
-    libgdal: '>=3.8.2,<3.9.0a0'
+    libgdal: '>=3.8.4,<3.9.0a0'
     libstdcxx-ng: '>=12'
     numpy: '>=1.23.5,<2.0a0'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-    setuptools: ''
     shapely: ''
     six: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/fiona-1.9.5-py311hf8e0aa6_3.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/fiona-1.9.6-py311hf8e0aa6_0.conda
   hash:
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-    sha256: e0059445263a8a959066f2760beb9a5bfd49a89f64bf82716be79e456894fbf9
+    md5: 80e9901639787044e91155e9a99d706d
+    sha256: f37e722c050f5667253a4aeedd0b622b86276fb11e2da4d9711f45125c1c550a
   category: main
   optional: false
 - name: geoviews-core
@@ -9459,7 +9409,7 @@ package:
   category: main
   optional: false
 - name: jupyter_server
-  version: 2.12.5
+  version: 2.13.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -9482,10 +9432,10 @@ package:
     tornado: '>=6.2.0'
     traitlets: '>=5.6.0'
     websocket-client: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.12.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_server-2.13.0-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 43dcd238c656c7ecf3228be8735def530cad5181f990c042ba202b9e383d2b1f
+    md5: e242df505f194c4932fbb840a99207e2
+    sha256: 7e3259506b1b8500ebac4b4b097629ca8c32ee70d1c1df122052fea65c7cbae0
   category: main
   optional: false
 - name: libarrow-dataset
@@ -9592,22 +9542,22 @@ package:
   category: main
   optional: false
 - name: gcsfs
-  version: 2023.12.2.post1
+  version: 2024.2.0
   manager: conda
   platform: linux-64
   dependencies:
     aiohttp: ''
     decorator: '>4.1.2'
-    fsspec: 2023.12.2
+    fsspec: 2024.2.0
     google-auth: '>=1.2'
     google-auth-oauthlib: ''
     google-cloud-storage: '>1.40'
     python: '>=3.7'
     requests: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/gcsfs-2023.12.2.post1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/gcsfs-2024.2.0-pyhd8ed1ab_0.conda
   hash:
-    md5: adfc8c75a3b3cd33b3758f4c38558d12
-    sha256: c7b3dd4c505dde5f5773904db587c1f2b6128cd35f942fb55f8d6af98247814d
+    md5: babf81bf8ff3af8bd8ad83ed5b9603a4
+    sha256: eeb396cfaa15eecb1ec34d44801df8b6036c3b4beacf13d08d038f87e8d451e8
   category: main
   optional: false
 - name: geopandas
@@ -9630,21 +9580,21 @@ package:
   category: main
   optional: false
 - name: jupyter-lsp
-  version: 2.2.3
+  version: 2.2.4
   manager: conda
   platform: linux-64
   dependencies:
     importlib-metadata: '>=4.8.3'
     jupyter_server: '>=1.1.2'
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.4-pyhd8ed1ab_0.conda
   hash:
-    md5: 109a271f538a41ff46e9033fdd71c335
-    sha256: addac479dff3431131e1f4be352779bd4a6802b6f01f762db3dd276af02e3d7b
+    md5: 91f93e1ebf6535be518715432d89fd92
+    sha256: 8000b1904a2a10cf039b46305781128e1a93da4c2fd857445b4924ecf3535bdb
   category: main
   optional: false
 - name: jupyter-resource-usage
-  version: 1.0.1
+  version: 1.0.2
   manager: conda
   platform: linux-64
   dependencies:
@@ -9652,10 +9602,10 @@ package:
     psutil: '>=5.6.0,<6'
     python: '>=3.8'
     pyzmq: '>=19'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-resource-usage-1.0.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-resource-usage-1.0.2-pyhd8ed1ab_0.conda
   hash:
-    md5: b079fd1b0ee75199a042537d036b496f
-    sha256: 076d6cc25e0338e725a653eb0bb468ba920e49449143335696581fe98f86853b
+    md5: dec5f3f95c6bef50591d552d00c22c0c
+    sha256: 6b0ad1fcf1a30ed1954556b58c81bc2501d9f986e9c3af9c99a72c1ad6d5ed19
   category: main
   optional: false
 - name: jupyter-server-mathjax
@@ -9672,19 +9622,21 @@ package:
   category: main
   optional: false
 - name: jupyter-server-proxy
-  version: 4.1.0
+  version: 4.1.2
   manager: conda
   platform: linux-64
   dependencies:
     aiohttp: ''
-    importlib-metadata: '>4.8.3'
+    importlib_metadata: '>=4.8.3'
     jupyter_server: '>=1.0'
     python: '>=3.8'
     simpervisor: '>=1.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.0-pyhd8ed1ab_0.conda
+    tornado: '>=5.1'
+    traitlets: '>=4.2.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.2-pyhd8ed1ab_0.conda
   hash:
-    md5: b404b1dc6ca2bbb66663507150cb6927
-    sha256: 822a4eda96b6d35476633d62542b9b99a1d0d43172807b9857d18b278b316349
+    md5: 3671520b52215a5a084de08003e6d8cd
+    sha256: 4552703a544c20f1b1b5a81d19c8e889b3e1b0e120cf80554ca272b2e8558365
   category: main
   optional: false
 - name: jupyter_server_xarray_leaflet
@@ -9714,7 +9666,7 @@ package:
   category: main
   optional: false
 - name: jupyterlab_server
-  version: 2.25.3
+  version: 2.25.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -9727,10 +9679,10 @@ package:
     packaging: '>=21.3'
     python: '>=3.8'
     requests: '>=2.31'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.4-pyhd8ed1ab_0.conda
   hash:
-    md5: 78f28bcd22aadca6ec8eaff4319e6610
-    sha256: 30269e4ab0e67935b15b012e5e97f5c5c72111d0f02e03b3c644e556fe1a5275
+    md5: ffd61670ae09d2d3c637f6afd29db443
+    sha256: d0336d0c0223a66d648b24cfd1512fd7aebc85550d47f55ad5edbd53f482e7e5
   category: main
   optional: false
 - name: libarrow-substrait
@@ -9831,7 +9783,7 @@ package:
   category: main
   optional: false
 - name: jupyterlab
-  version: 4.1.2
+  version: 4.1.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -9851,10 +9803,10 @@ package:
     tomli: ''
     tornado: '>=6.2.0'
     traitlets: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.4-pyhd8ed1ab_0.conda
   hash:
-    md5: ffcabe653273b2b81a30c82d625bd5e8
-    sha256: d4be2239d93c7db7db911b0e992bde6110f50cd705c23ac7e43483ded90a57ed
+    md5: 5af1ffec7c245d1ab2bf0cec0148a4c3
+    sha256: 46f383259e4e9c6c711a82673b11f70e9a4f88510d083e76f584b73dc8291163
   category: main
   optional: false
 - name: nbdime
@@ -9924,6 +9876,21 @@ package:
     sha256: 88d75fa4d40bad4137f0bc90c1cb1562008609a7b71d2f43218a74dbbac50771
   category: main
   optional: false
+- name: dask-expr
+  version: 1.0.1
+  manager: conda
+  platform: linux-64
+  dependencies:
+    dask-core: 2024.3.0
+    pandas: '>=2'
+    pyarrow: ''
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.1-pyhd8ed1ab_0.conda
+  hash:
+    md5: d9388f9b3e6092f58cab8206ef9367e9
+    sha256: d458d21f39edcec81b09ec23ffba08a012f41f1bb6a64fae2c03f3a7555eac00
+  category: main
+  optional: false
 - name: dask-labextension
   version: 7.0.0
   manager: conda
@@ -10004,14 +9971,15 @@ package:
   category: main
   optional: false
 - name: dask
-  version: 2024.2.1
+  version: 2024.3.0
   manager: conda
   platform: linux-64
   dependencies:
     bokeh: '>=2.4.2,!=3.0.*'
     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.2.1,<2024.2.2.0a0'
-    distributed: '>=2024.2.1,<2024.2.2.0a0'
+    dask-core: '>=2024.3.0,<2024.3.1.0a0'
+    dask-expr: '>=1.0,<1.1'
+    distributed: '>=2024.3.0,<2024.3.1.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.21'
@@ -10019,10 +9987,10 @@ package:
     pyarrow: '>=7.0'
     pyarrow-hotfix: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.2.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.3.0-pyhd8ed1ab_1.conda
   hash:
-    md5: 598ebedff52b1a548bb5f0de0e50802c
-    sha256: 845da835849b6c3ddacebce3d02607dbb9fbc01520ab49bb127247e56e023ea4
+    md5: 271447895d7d7f1bd28a74e6afc51be3
+    sha256: 666cd081c8a33164aa2f20177cd2e3c952746936390f38558898269cf80cf8ed
   category: main
   optional: false
 - name: nbgitpuller
@@ -10414,17 +10382,17 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.02.27
+  version: 2024.03.13
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.2.1.*
+    dask: 2024.3.0.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.2.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.02.27-hd8ed1ab_0.conda
+    distributed: 2024.3.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.03.13-hd8ed1ab_0.conda
   hash:
-    md5: c11338d21f3ced993c805bfa965d7398
-    sha256: 1cdb970122598170c7501c7721a072bf20aa9da71f9010ce8145901bea1a49de
+    md5: ffefa44bf970abaea0d92f75b05443bb
+    sha256: 76e70bdfb09d1355fd98b906d1a8447e67b4d6d58520e137cb0a0d1dc78b388b
   category: main
   optional: false
 - name: satpy
@@ -10457,7 +10425,7 @@ package:
   category: main
   optional: false
 - name: xskillscore
-  version: 0.0.24
+  version: 0.0.26
   manager: conda
   platform: linux-64
   dependencies:
@@ -10470,29 +10438,30 @@ package:
     python: '>=3.7'
     scikit-learn: ''
     scipy: ''
+    statsmodels: ''
     xarray: '>=0.16.1'
     xhistogram: '>=0.3.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.26-pyhd8ed1ab_0.conda
   hash:
-    md5: facc58b60c63642243013e12236e3ea7
-    sha256: 2d0a2bdc5503c5bebf7bb7fe2110e95fbbb4d9d520016a365d8734ba5aba4a6b
+    md5: d585cd496ebb20c8327041823343692f
+    sha256: 2114ce212ff8510ba83a287763dc61547ea33add598e8973f85ba37bfe2e8c9d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.02.27
+  version: 2024.03.14
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
-    jupyter-server-proxy: 4.1.0.*
+    jupyter-server-proxy: 4.1.2.*
     jupyterhub-singleuser: 4.0.2.*
-    jupyterlab: 4.1.2.*
+    jupyterlab: 4.1.4.*
     nbgitpuller: 1.2.0.*
-    pangeo-dask: 2024.02.27.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.02.27-hd8ed1ab_0.conda
+    pangeo-dask: 2024.03.13.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.03.14-hd8ed1ab_0.conda
   hash:
-    md5: 1465243198d961f0508ee7874842d66d
-    sha256: 1ec061e49c0339b57cd3c56d7ac430ee3614b07b2a4c900e6048842851802d75
+    md5: bcfc9fd5c85c873b93ef83dea7336c75
+    sha256: 2efc0744bc4293cc4fcd0f850297d113e7732c3d81660acf43bd24f6445837c6
   category: main
   optional: false
diff --git a/pangeo-notebook/packages.txt b/pangeo-notebook/packages.txt
index 112ac3e8..8330e540 100644
--- a/pangeo-notebook/packages.txt
+++ b/pangeo-notebook/packages.txt
@@ -6,7 +6,7 @@ _py-xgboost-mutex==2.0
 adal==1.2.7
 adlfs==2024.2.0
 affine==2.4.0
-aiobotocore==2.11.2
+aiobotocore==2.12.1
 aiohttp==3.9.3
 aioitertools==0.11.0
 aiosignal==1.3.1
@@ -21,7 +21,7 @@ argopy==0.1.14
 arrow==1.3.0
 asciitree==0.3.3
 astropy==6.0.0
-astropy-iers-data==0.2024.2.26.0.28.55
+astropy-iers-data==0.2024.3.11.18.33.3
 asttokens==2.4.1
 async-lru==2.0.4
 async_generator==1.10
@@ -41,13 +41,13 @@ aws-c-sdkutils==0.1.13
 aws-checksums==0.1.17
 aws-crt-cpp==0.25.0
 aws-sdk-cpp==1.11.210
-awscli==2.15.23
+awscli==2.15.28
 awscrt==0.19.19
-azure-core==1.30.0
+azure-core==1.30.1
 azure-core-cpp==1.10.3
 azure-datalake-store==0.0.51
 azure-identity==1.15.0
-azure-storage-blob==12.19.0
+azure-storage-blob==12.19.1
 azure-storage-blobs-cpp==12.10.0
 azure-storage-common-cpp==12.5.0
 babel==2.14.0
@@ -61,8 +61,8 @@ blinker==1.7.0
 blosc==1.21.5
 bokeh==3.3.4
 boltons==23.1.1
-boto3==1.34.34
-botocore==1.34.34
+boto3==1.34.51
+botocore==1.34.51
 bottleneck==1.3.8
 bounded-pool-executor==0.0.3
 branca==0.7.1
@@ -99,18 +99,19 @@ cligj==0.7.2
 cloudpickle==3.0.0
 cmocean==3.1.3
 colorama==0.4.6
-colorcet==3.0.1
+colorcet==3.1.0
 colorspacious==1.1.2
-comm==0.2.1
+comm==0.2.2
 configobj==5.0.8
 contourpy==1.2.0
 cryptography==40.0.2
 cuda-version==11.8
 cycler==0.12.1
-cython==3.0.8
+cython==3.0.9
 cytoolz==0.12.3
-dask==2024.2.1
-dask-core==2024.2.1
+dask==2024.3.0
+dask-core==2024.3.0
+dask-expr==1.0.1
 dask-gateway==2024.1.0
 dask-glm==0.3.2
 dask-labextension==7.0.0
@@ -121,13 +122,13 @@ debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2024.2.1
+distributed==2024.3.0
 distro==1.8.0
 docopt==0.6.2
 docrep==0.3.2
 docutils==0.19
 donfig==0.8.1.post0
-earthaccess==0.8.2
+earthaccess==0.9.0
 eccodes==2.34.1
 entrypoints==0.4
 eofs==1.4.1
@@ -136,16 +137,16 @@ esmf==8.6.0
 esmpy==8.6.0
 exceptiongroup==1.2.0
 executing==2.0.1
-expat==2.5.0
+expat==2.6.2
 fastapi==0.110.0
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
 ffmpeg==6.1.1
 findlibs==0.0.5
-fiona==1.9.5
-flox==0.9.2
-folium==0.15.1
+fiona==1.9.6
+flox==0.9.3
+folium==0.16.0
 font-ttf-dejavu-sans-mono==2.37
 font-ttf-inconsolata==3.000
 font-ttf-source-code-pro==2.038
@@ -160,17 +161,17 @@ freetype==2.12.1
 freexl==2.0.0
 fribidi==1.0.10
 frozenlist==1.4.1
-fsspec==2023.12.2
+fsspec==2024.2.0
 future==1.0.0
 gcc==12.3.0
 gcc_impl_linux-64==12.3.0
 gcc_linux-64==12.3.0
 gcm_filters==0.3.0
-gcsfs==2023.12.2.post1
+gcsfs==2024.2.0
 gdal==3.8.4
 gdk-pixbuf==2.42.10
 geocube==0.5.0
-geographiclib==1.52
+geographiclib==2.0
 geopandas==0.14.3
 geopandas-base==0.14.3
 geopy==2.4.1
@@ -179,23 +180,23 @@ geotiff==1.7.1
 geoviews-core==1.11.1
 gettext==0.21.1
 gflags==2.2.2
-gh==2.43.1
+gh==2.45.0
 gh-scoped-creds==4.1
 giflib==5.2.1
-git-lfs==3.4.1
+git-lfs==3.5.1
 gitdb==4.0.11
 gitpython==3.1.42
 glog==0.6.0
 gmp==6.3.0
 gnutls==3.7.9
 google-api-core==2.17.1
-google-auth==2.28.1
+google-auth==2.28.2
 google-auth-oauthlib==1.2.0
 google-cloud-core==2.4.1
 google-cloud-storage==2.14.0
 google-crc32c==1.1.2
 google-resumable-media==2.7.0
-googleapis-common-protos==1.62.0
+googleapis-common-protos==1.63.0
 graphite2==1.3.13
 graphviz==9.0.0
 greenlet==3.0.3
@@ -205,7 +206,7 @@ gtk2==2.24.33
 gts==0.7.6
 h11==0.14.0
 h2==4.1.0
-h3-py==3.7.6
+h3-py==3.7.7
 h5netcdf==1.3.0
 h5py==3.10.0
 harfbuzz==8.3.0
@@ -222,9 +223,9 @@ icu==73.2
 idna==3.6
 imagecodecs==2024.1.1
 imageio==2.34.0
-importlib-metadata==7.0.1
-importlib_metadata==7.0.1
-importlib_resources==6.1.2
+importlib-metadata==7.0.2
+importlib_metadata==7.0.2
+importlib_resources==6.3.0
 iniconfig==2.0.0
 intake==2.0.3
 intake-esm==2023.11.10
@@ -241,42 +242,42 @@ ipyurl==0.1.2
 ipywidgets==8.1.2
 isodate==0.6.1
 isoduration==20.11.0
-jasper==4.2.1
+jasper==4.2.2
 jedi==0.19.1
 jinja2==3.1.3
 jmespath==1.0.1
 joblib==1.3.2
 json-c==0.17
-json5==0.9.17
+json5==0.9.22
 jsonpickle==3.0.2
 jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jsonschema-with-format-nongpl==4.21.1
-jupyter-lsp==2.2.3
+jupyter-lsp==2.2.4
 jupyter-panel-proxy==0.1.0
-jupyter-resource-usage==1.0.1
+jupyter-resource-usage==1.0.2
 jupyter-server-mathjax==0.2.6
-jupyter-server-proxy==4.1.0
-jupyter_client==8.6.0
-jupyter_core==5.7.1
-jupyter_events==0.9.0
-jupyter_server==2.12.5
-jupyter_server_terminals==0.5.2
+jupyter-server-proxy==4.1.2
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+jupyter_events==0.9.1
+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==4.0.2
 jupyterhub-singleuser==4.0.2
-jupyterlab==4.1.2
+jupyterlab==4.1.4
 jupyterlab-git==0.50.0
 jupyterlab-myst==2.3.1
 jupyterlab_code_formatter==2.2.1
 jupyterlab_pygments==0.3.0
-jupyterlab_server==2.25.3
+jupyterlab_server==2.25.4
 jupyterlab_widgets==3.0.10
 jxrlib==1.1
 kealib==1.5.3
-kerchunk==0.2.3
+kerchunk==0.2.4
 kernel-headers_linux-64==2.6.32
 keyutils==1.6.1
 kiwisolver==1.4.5
@@ -311,7 +312,7 @@ libdrm==2.4.120
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.12
-libexpat==2.5.0
+libexpat==2.6.2
 libffi==3.4.2
 libgcc-devel_linux-64==12.3.0
 libgcc-ng==13.2.0
@@ -328,9 +329,11 @@ libgoogle-cloud==2.12.0
 libgpg-error==1.48
 libgrpc==1.59.3
 libhwloc==2.9.3
+libhwy==1.0.7
 libiconv==1.17
 libidn2==2.3.7
 libjpeg-turbo==3.0.0
+libjxl==0.10.1
 libkml==1.3.0
 liblapack==3.9.0
 libllvm14==14.0.6
@@ -339,7 +342,6 @@ libnetcdf==4.9.2
 libnghttp2==1.58.0
 libnl==3.9.0
 libnsl==2.0.1
-libnuma==2.0.16
 libopenblas==0.3.26
 libopenvino==2023.2.0
 libopenvino-auto-batch-plugin==2023.2.0
@@ -356,7 +358,6 @@ libopenvino-tensorflow-lite-frontend==2023.2.0
 libopus==1.3.1
 libparquet==14.0.2
 libpciaccess==0.18
-libpnetcdf==1.12.3
 libpng==1.6.43
 libpq==16.2
 libprotobuf==4.24.4
@@ -368,7 +369,7 @@ libsecret==0.18.8
 libsodium==1.0.18
 libspatialindex==1.9.3
 libspatialite==5.1.0
-libsqlite==3.45.1
+libsqlite==3.45.2
 libssh2==1.11.0
 libstdcxx-ng==13.2.0
 libtasn1==4.19.0
@@ -377,7 +378,7 @@ libtiff==4.6.0
 libunistring==0.9.10
 libutf8proc==2.8.0
 libuuid==2.38.1
-libva==2.20.0
+libva==2.21.0
 libvpx==1.13.1
 libwebp==1.3.2
 libwebp-base==1.3.2
@@ -409,11 +410,9 @@ mdurl==0.1.2
 memory_profiler==0.61.0
 mercantile==1.2.1
 metpy==1.6.1
-minizip==4.0.4
+minizip==4.0.5
 mistune==3.0.2
 morecantile==5.3.0
-mpi==1.0
-mpich==4.2.0
 msal==1.27.0
 msal_extensions==1.1.0
 msgpack-python==1.0.7
@@ -423,14 +422,14 @@ multipledispatch==0.6.0
 munkres==1.1.4
 mypy_extensions==1.0.0
 nb_conda_kernels==2.3.1
-nbclient==0.8.0
-nbconvert-core==7.16.1
+nbclient==0.10.0
+nbconvert-core==7.16.2
 nbdime==4.0.1
-nbformat==5.9.2
+nbformat==5.10.2
 nbgitpuller==1.2.0
 nbstripout==0.7.1
 nc-time-axis==1.4.1
-nccl==2.20.3.1
+nccl==2.20.5.1
 ncurses==6.4
 nest-asyncio==1.6.0
 netcdf-fortran==4.6.1
@@ -443,30 +442,29 @@ notebook-shim==0.2.4
 nspr==4.35
 nss==3.98
 numba==0.58.1
-numbagg==0.8.0
-numcodecs==0.11.0
+numbagg==0.8.1
+numcodecs==0.12.1
 numpy==1.26.4
 numpy_groupies==0.10.2
 oauthlib==3.2.2
 ocl-icd==2.3.2
 ocl-icd-system==1.0.0
-odc-geo==0.4.2
+odc-geo==0.4.3
 odc-stac==0.3.9
 openh264==2.4.0
-openjpeg==2.5.1
+openjpeg==2.5.2
 openssl==3.2.1
 orc==1.9.2
 overrides==7.7.0
 p11-kit==0.24.1
-packaging==23.2
+packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
 panel==1.3.8
-pangeo-dask==2024.02.27
-pangeo-notebook==2024.02.27
-pango==1.52.0
-parallelio==2.6.2
+pangeo-dask==2024.03.13
+pangeo-notebook==2024.03.14
+pango==1.52.1
 param==2.0.2
 parcels==3.0.2
 parso==0.8.3
@@ -512,26 +510,26 @@ pycamhd==0.7.0
 pycparser==2.21
 pyct==0.4.6
 pyct-core==0.4.6
-pydantic==2.6.2
+pydantic==2.6.3
 pydantic-core==2.16.3
 pydap==3.4.0
 pyerfa==2.0.1.1
 pygments==2.17.2
-pygobject==3.46.0
+pygobject==3.48.1
 pyjwt==2.8.0
 pykdtree==1.3.11
 pymbolic==2022.2
 pyopenssl==23.1.1
 pyorbital==1.8.2
-pyparsing==3.1.1
+pyparsing==3.1.2
 pyproj==3.6.1
-pyresample==1.28.1
+pyresample==1.28.2
 pyshp==2.3.1
 pysocks==1.7.1
 pyspectral==0.13.0
 pystac==1.9.0
-pystac-client==0.7.5
-pytest==8.0.2
+pystac-client==0.7.6
+pytest==8.1.1
 python==3.11.8
 python-blosc==1.10.6
 python-cmr==0.9.0
@@ -561,7 +559,7 @@ readline==8.2
 rechunker==0.5.2
 referencing==0.33.0
 requests==2.31.0
-requests-oauthlib==1.3.1
+requests-oauthlib==1.4.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rio-cogeo==5.2.0
@@ -573,7 +571,7 @@ rtree==1.2.0
 ruamel.yaml==0.17.21
 ruamel.yaml.clib==0.2.7
 s2n==1.4.0
-s3fs==2023.12.2
+s3fs==2024.2.0
 s3transfer==0.10.0
 satpy==0.47.0
 scikit-image==0.22.0
@@ -582,7 +580,7 @@ scipy==1.12.0
 seaborn==0.13.2
 seaborn-base==0.13.2
 send2trash==1.8.2
-setuptools==69.1.1
+setuptools==69.2.0
 shapely==2.0.3
 simpervisor==1.0.0
 six==1.16.0
@@ -594,8 +592,8 @@ snuggs==1.4.7
 sortedcontainers==2.4.0
 soupsieve==2.5
 sparse==0.15.1
-sqlalchemy==2.0.27
-sqlite==3.45.1
+sqlalchemy==2.0.28
+sqlite==3.45.2
 stack_data==0.6.2
 stackstac==0.5.0
 starlette==0.36.3
@@ -604,7 +602,7 @@ svt-av1==1.8.0
 sysroot_linux-64==2.12
 tbb==2021.11.0
 tblib==3.0.0
-terminado==0.18.0
+terminado==0.18.1
 threadpoolctl==3.3.0
 tifffile==2024.2.12
 tiledb==2.20.0
@@ -618,12 +616,12 @@ tomli==2.0.1
 toolz==0.12.1
 tornado==6.4
 tqdm==4.66.2
-traitlets==5.14.1
+traitlets==5.14.2
 traittypes==0.2.1
 trajan==0.6.0
 trollimage==1.23.1
 trollsift==0.5.1
-types-python-dateutil==2.8.19.20240106
+types-python-dateutil==2.8.19.20240311
 typing-extensions==4.10.0
 typing_extensions==4.10.0
 typing_utils==0.1.0
@@ -635,7 +633,7 @@ ujson==5.9.0
 uri-template==1.3.0
 uriparser==0.9.7
 urllib3==1.26.18
-uvicorn==0.27.1
+uvicorn==0.28.0
 watermark==2.4.3
 wcwidth==0.2.13
 webcolors==1.13
@@ -679,14 +677,14 @@ xorg-xextproto==7.3.0
 xorg-xproto==7.0.31
 xpublish==0.3.3
 xrft==1.0.1
-xskillscore==0.0.24
+xskillscore==0.0.26
 xxhash==0.8.2
 xyzservices==2023.10.1
 xz==5.2.6
 yamale==4.0.4
 yaml==0.2.5
 yarl==1.9.4
-zarr==2.17.0
+zarr==2.17.1
 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 07d01d5a..5b463c8b 100644
--- a/pytorch-notebook/conda-linux-64.lock
+++ b/pytorch-notebook/conda-linux-64.lock
@@ -1,17 +1,17 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 51d80671f7a0fdcd2f1b1fa017fccd8c837864f943f743a1928d1830393b0216
+# input_hash: cbf0ff840651d819f5b8ea6dd7f024c8ed6a8de225b37b524f4b1645bbad9c9d
 @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
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.2.2-hbcca054_0.conda#2f4327a1cbe7f022401b236e915a5fef
-https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_2.conda#601900ec9ff06f62f76a247148e52c04
+https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_3.conda#670f0e1593b8c1d84f57ad5fe5256799
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2#0c96522c6bdaed4b1566d11387caaf45
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2#34893075a5c9e55cdafac56607368fc6
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2#4d59c254e01d9cde7957100457e2d5fb
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_1.conda#6185f640c43843e5ad6fd1c5372c3f80
-https://conda.anaconda.org/conda-forge/linux-64/gh-2.43.1-ha8f183a_0.conda#adaa9131473d962cc1521d2169d59c60
-https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.4.1-ha770c72_0.conda#c5e6650a55feda8764d175755c169309
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.45.0-ha8f183a_0.conda#0632e5a288fc8d2a81b6645bdd263ad3
+https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.5.1-ha770c72_0.conda#bcba64281c71698f6dbb773e61908912
 https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-2.6.32-he073ed8_17.conda#d731b543793afc0433c4fd593e693fce
 https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-h41732ed_0.conda#7aca3059a1729aa76c597603f10b0dd3
 https://conda.anaconda.org/conda-forge/linux-64/libboost-headers-1.84.0-ha770c72_1.conda#63a2690ffde5448bd8bbf19b5d1d366c
@@ -27,7 +27,7 @@ https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.12-he073ed8_17.
 https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.40-hf600244_0.conda#33084421a8c0af6aef1b439707f7662a
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2#fee5683a3f04bd15cbd8318b096a27ab
 https://conda.anaconda.org/conda-forge/linux-64/binutils-2.40-hdd6e379_0.conda#ccc940fddbc3fcd3d79cd4c654c4b5c4
-https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hbdbef99_2.conda#adfebae9fdc63a598495dfe3b006973a
+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hdade7a5_3.conda#2d9a60578bc28469d9aeef9aea5520c3
 https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_kmp_llvm.tar.bz2#562b26ba2e19059551a811e72ab7f793
 https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_5.conda#d4ff227c46917d3b4565302a2bbb276b
 https://conda.anaconda.org/conda-forge/linux-64/aom-3.8.1-h59595ed_0.conda#50871627bc8ba3a46ec5650f4a5b9d43
@@ -42,7 +42,7 @@ https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.1-h59595ed_0.conda#8c0
 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-h0b41bf4_3.conda#96f3b11872ef6fad973eac856cd2624f
-https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_0.conda#0e33ef437202db431aa5a928248cf2e8
+https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_1.conda#e358c7c5f6824c272b5034b3816438a7
 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-73.2-h59595ed_0.conda#cc47e1facc155f91abd89b11e48e72ff
 https://conda.anaconda.org/conda-forge/linux-64/json-c-0.17-h7ab15ed_0.conda#9961b1f100c3b6852bd97c9233d06979
@@ -56,14 +56,14 @@ https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.1.0-hd590300_1
 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-1.19-hd590300_0.conda#1635570038840ee3f9c71d22aa5b8b6d
 https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda#172bf1cd1ff8629f2b1179945ed45055
-https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.2-h59595ed_0.conda#e7ba12deb7020dd080c6c70e7b6f6a3d
 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/libgfortran5-13.2.0-ha4646dd_5.conda#7a6bd7a12a4bd359e2afe6c0fa1acace
+https://conda.anaconda.org/conda-forge/linux-64/libhwy-1.0.7-h00ab1b0_0.conda#271c74eadb196f7ae588d95a11e9acd3
 https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_2.conda#d66573916ffcf376178462f1b61c941e
 https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.0.0-hd590300_1.conda#ea25936bb4080d843790b586850f82b8
 https://conda.anaconda.org/conda-forge/linux-64/libnl-3.9.0-hd590300_0.conda#d27c451db4f1d3c983c78167d2fdabc2
 https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hd590300_0.conda#30fd6e37fe21f86f4bd26d6ee73eeec7
-https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda#28bfe2cb11357ccc5be21101a6b7ce86
 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-0.18-hd590300_0.conda#48f4330bfcd959c3cfb704d424903c82
 https://conda.anaconda.org/conda-forge/linux-64/libsanitizer-12.3.0-h0f45ef3_5.conda#11d1ceacff40054d5a74b12975d76f20
@@ -81,7 +81,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.2.13-hd590300_5.conda#
 https://conda.anaconda.org/conda-forge/linux-64/libzopfli-1.0.3-h9c3ff4c_0.tar.bz2#c66fe2d123249af7651ebde8984c51c2
 https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.9.4-hcb278e6_0.conda#318b08df404f9c9be5712aaa5a6f0bb0
 https://conda.anaconda.org/conda-forge/linux-64/lzo-2.10-h516909a_1000.tar.bz2#bb14fcb13341b81d5eb386423b9d2bac
-https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.3.1-h6103f9b_0.conda#bf49d93b457ffa37d7c3d2ef80cfc066
+https://conda.anaconda.org/conda-forge/linux-64/nccl-2.20.5.1-h6103f9b_0.conda#bedb0b33c5e3e6fbd4dce4f6f07fea72
 https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.4-h59595ed_2.conda#7dbaa197d7ba6032caf7ae7f32c1efa0
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diff --git a/pytorch-notebook/conda-lock.yml b/pytorch-notebook/conda-lock.yml
index d1f20302..676f9f51 100644
--- a/pytorch-notebook/conda-lock.yml
+++ b/pytorch-notebook/conda-lock.yml
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+  version: 8.9.7.29
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+  version: 3.45.2
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-  url: https://conda.anaconda.org/conda-forge/linux-64/gcc-12.3.0-h8d2909c_2.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/gcc_linux-64-12.3.0-h76fc315_2.conda
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+  version: 2.80.0
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   category: main
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+- name: libjxl
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+  url: https://conda.anaconda.org/conda-forge/noarch/astropy-iers-data-0.2024.3.11.18.33.3-pyhd8ed1ab_0.conda
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   category: main
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   category: main
   optional: false
 - name: jupyter-server-mathjax
@@ -10199,19 +10208,21 @@ package:
   category: main
   optional: false
 - name: jupyter-server-proxy
-  version: 4.1.0
+  version: 4.1.2
   manager: conda
   platform: linux-64
   dependencies:
     aiohttp: ''
-    importlib-metadata: '>4.8.3'
+    importlib_metadata: '>=4.8.3'
     jupyter_server: '>=1.0'
     python: '>=3.8'
     simpervisor: '>=1.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.0-pyhd8ed1ab_0.conda
+    tornado: '>=5.1'
+    traitlets: '>=4.2.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-server-proxy-4.1.2-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: jupyter_server_xarray_leaflet
@@ -10241,7 +10252,7 @@ package:
   category: main
   optional: false
 - name: jupyterlab_server
-  version: 2.25.3
+  version: 2.25.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -10254,10 +10265,10 @@ package:
     packaging: '>=21.3'
     python: '>=3.8'
     requests: '>=2.31'
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab_server-2.25.4-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 30269e4ab0e67935b15b012e5e97f5c5c72111d0f02e03b3c644e556fe1a5275
+    md5: ffd61670ae09d2d3c637f6afd29db443
+    sha256: d0336d0c0223a66d648b24cfd1512fd7aebc85550d47f55ad5edbd53f482e7e5
   category: main
   optional: false
 - name: libarrow-substrait
@@ -10346,7 +10357,7 @@ package:
   category: main
   optional: false
 - name: pytorch-lightning
-  version: 2.1.3
+  version: 2.2.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -10355,17 +10366,17 @@ package:
     numpy: '>=1.17.2'
     packaging: '>=20.0'
     python: '>=3.8'
-    pytorch: '>=1.12.0'
+    pytorch: '>=1.13.0'
     pyyaml: '>=5.4'
     requests: ''
     torchmetrics: '>=0.7.0'
     tqdm: '>=4.57.0'
-    typing-extensions: '>=4.0.0'
+    typing-extensions: '>=4.4.0'
     typing_extensions: '>=4.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/pytorch-lightning-2.1.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/pytorch-lightning-2.2.1-pyhd8ed1ab_0.conda
   hash:
-    md5: 6cb9d53de00b53b4ec5722c96023e43d
-    sha256: 47fbd62a00fe98eee309b4b3ab88ddd8b48005032b19fe03fb3d1cca1503840f
+    md5: d611d80d7508f92e68f377746ea2c002
+    sha256: 181776cf6cda263e275501c2de3fa4e2e2e06fde87096ddf71a6c35c65d6b7f5
   category: main
   optional: false
 - name: rioxarray
@@ -10453,7 +10464,7 @@ package:
   category: main
   optional: false
 - name: jupyterlab
-  version: 4.1.2
+  version: 4.1.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -10473,14 +10484,14 @@ package:
     tomli: ''
     tornado: '>=6.2.0'
     traitlets: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyterlab-4.1.4-pyhd8ed1ab_0.conda
   hash:
-    md5: ffcabe653273b2b81a30c82d625bd5e8
-    sha256: d4be2239d93c7db7db911b0e992bde6110f50cd705c23ac7e43483ded90a57ed
+    md5: 5af1ffec7c245d1ab2bf0cec0148a4c3
+    sha256: 46f383259e4e9c6c711a82673b11f70e9a4f88510d083e76f584b73dc8291163
   category: main
   optional: false
 - name: lightly
-  version: 1.5.0
+  version: 1.5.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -10499,14 +10510,14 @@ package:
     torchvision: ''
     tqdm: '>=4.44'
     urllib3: '>=1.25.3'
-  url: https://conda.anaconda.org/conda-forge/noarch/lightly-1.5.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/lightly-1.5.1-pyhd8ed1ab_0.conda
   hash:
-    md5: ea9bf810b438200b358f857f93bb1814
-    sha256: 2a6d6ebb39a078bcce0a832587499ad94bba7fa38ed6b3238185ed8b882cfff0
+    md5: c30542accd5c9f69dc5216b94512bc29
+    sha256: d3eec0bc844cd02ae9bff2ceca4e910bcb3f9d7ae5589997c304f34ffcf946be
   category: main
   optional: false
 - name: lightning
-  version: 2.2.0.post0
+  version: 2.2.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -10521,10 +10532,10 @@ package:
     torchmetrics: <3.0,>=0.7.0
     tqdm: <6.0,>=4.57.0
     typing-extensions: <6.0,>=4.4.0
-  url: https://conda.anaconda.org/conda-forge/noarch/lightning-2.2.0.post0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/lightning-2.2.1-pyhd8ed1ab_0.conda
   hash:
-    md5: 05fd64a367e3839d2e8c751f52adab6f
-    sha256: e47d3c747c93f3c39b7a7ee4cb7566e76102841e90aa66841f513719e76a5a8d
+    md5: 3cc70c02a813f9c179da205e2628f63c
+    sha256: 8cc3ed15627c306349bff384ea9907416f5c7f44fb0377efdbc5f941cd161c65
   category: main
   optional: false
 - name: nbdime
@@ -10629,6 +10640,21 @@ package:
     sha256: 88d75fa4d40bad4137f0bc90c1cb1562008609a7b71d2f43218a74dbbac50771
   category: main
   optional: false
+- name: dask-expr
+  version: 1.0.1
+  manager: conda
+  platform: linux-64
+  dependencies:
+    dask-core: 2024.3.0
+    pandas: '>=2'
+    pyarrow: ''
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.0.1-pyhd8ed1ab_0.conda
+  hash:
+    md5: d9388f9b3e6092f58cab8206ef9367e9
+    sha256: d458d21f39edcec81b09ec23ffba08a012f41f1bb6a64fae2c03f3a7555eac00
+  category: main
+  optional: false
 - name: dask-labextension
   version: 7.0.0
   manager: conda
@@ -10763,7 +10789,7 @@ package:
   category: main
   optional: false
 - name: torchgeo
-  version: 0.5.1
+  version: 0.5.2
   manager: conda
   platform: linux-64
   dependencies:
@@ -10788,21 +10814,22 @@ package:
     torchmetrics: '>=0.10'
     torchvision: '>=0.13'
     typeshed-client: '>=2.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/torchgeo-0.5.1-pyhd8ed1ab_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/torchgeo-0.5.2-pyhd8ed1ab_0.conda
   hash:
-    md5: a1933e1cc69dc28e581a9070e1f05dd4
-    sha256: e9405a1198f6ecb1ecbca1e6b630f0bd2160b4369fed63f3138be628438fdd4c
+    md5: cc870cc0a666b637b6fb24961dbd85d8
+    sha256: a88a327fd610abc145527c9d5ca9ee16e7ce4ac8e102a23c78abdecab2e78410
   category: main
   optional: false
 - name: dask
-  version: 2024.2.1
+  version: 2024.3.0
   manager: conda
   platform: linux-64
   dependencies:
     bokeh: '>=2.4.2,!=3.0.*'
     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.2.1,<2024.2.2.0a0'
-    distributed: '>=2024.2.1,<2024.2.2.0a0'
+    dask-core: '>=2024.3.0,<2024.3.1.0a0'
+    dask-expr: '>=1.0,<1.1'
+    distributed: '>=2024.3.0,<2024.3.1.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.21'
@@ -10810,10 +10837,10 @@ package:
     pyarrow: '>=7.0'
     pyarrow-hotfix: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.2.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.3.0-pyhd8ed1ab_1.conda
   hash:
-    md5: 598ebedff52b1a548bb5f0de0e50802c
-    sha256: 845da835849b6c3ddacebce3d02607dbb9fbc01520ab49bb127247e56e023ea4
+    md5: 271447895d7d7f1bd28a74e6afc51be3
+    sha256: 666cd081c8a33164aa2f20177cd2e3c952746936390f38558898269cf80cf8ed
   category: main
   optional: false
 - name: nbgitpuller
@@ -11204,17 +11231,17 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.02.27
+  version: 2024.03.13
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.2.1.*
+    dask: 2024.3.0.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.2.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.02.27-hd8ed1ab_0.conda
+    distributed: 2024.3.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.03.13-hd8ed1ab_0.conda
   hash:
-    md5: c11338d21f3ced993c805bfa965d7398
-    sha256: 1cdb970122598170c7501c7721a072bf20aa9da71f9010ce8145901bea1a49de
+    md5: ffefa44bf970abaea0d92f75b05443bb
+    sha256: 76e70bdfb09d1355fd98b906d1a8447e67b4d6d58520e137cb0a0d1dc78b388b
   category: main
   optional: false
 - name: satpy
@@ -11247,7 +11274,7 @@ package:
   category: main
   optional: false
 - name: xskillscore
-  version: 0.0.24
+  version: 0.0.26
   manager: conda
   platform: linux-64
   dependencies:
@@ -11260,29 +11287,30 @@ package:
     python: '>=3.7'
     scikit-learn: ''
     scipy: ''
+    statsmodels: ''
     xarray: '>=0.16.1'
     xhistogram: '>=0.3.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.24-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.26-pyhd8ed1ab_0.conda
   hash:
-    md5: facc58b60c63642243013e12236e3ea7
-    sha256: 2d0a2bdc5503c5bebf7bb7fe2110e95fbbb4d9d520016a365d8734ba5aba4a6b
+    md5: d585cd496ebb20c8327041823343692f
+    sha256: 2114ce212ff8510ba83a287763dc61547ea33add598e8973f85ba37bfe2e8c9d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2024.02.27
+  version: 2024.03.14
   manager: conda
   platform: linux-64
   dependencies:
     dask-labextension: 7.0.0.*
     ipywidgets: 8.1.2.*
-    jupyter-server-proxy: 4.1.0.*
+    jupyter-server-proxy: 4.1.2.*
     jupyterhub-singleuser: 4.0.2.*
-    jupyterlab: 4.1.2.*
+    jupyterlab: 4.1.4.*
     nbgitpuller: 1.2.0.*
-    pangeo-dask: 2024.02.27.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.02.27-hd8ed1ab_0.conda
+    pangeo-dask: 2024.03.13.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.03.14-hd8ed1ab_0.conda
   hash:
-    md5: 1465243198d961f0508ee7874842d66d
-    sha256: 1ec061e49c0339b57cd3c56d7ac430ee3614b07b2a4c900e6048842851802d75
+    md5: bcfc9fd5c85c873b93ef83dea7336c75
+    sha256: 2efc0744bc4293cc4fcd0f850297d113e7732c3d81660acf43bd24f6445837c6
   category: main
   optional: false
diff --git a/pytorch-notebook/packages.txt b/pytorch-notebook/packages.txt
index a80a37b4..b873804b 100644
--- a/pytorch-notebook/packages.txt
+++ b/pytorch-notebook/packages.txt
@@ -7,7 +7,7 @@ adal==1.2.7
 adlfs==2024.2.0
 aenum==3.1.15
 affine==2.4.0
-aiobotocore==2.11.2
+aiobotocore==2.12.1
 aiohttp==3.9.3
 aioitertools==0.11.0
 aiosignal==1.3.1
@@ -16,14 +16,14 @@ antlr-python-runtime==4.9.3
 anyio==3.7.1
 aom==3.8.1
 appdirs==1.4.4
-argcomplete==3.2.2
+argcomplete==3.2.3
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 argopy==0.1.14
 arrow==1.3.0
 asciitree==0.3.3
 astropy==6.0.0
-astropy-iers-data==0.2024.2.26.0.28.55
+astropy-iers-data==0.2024.3.11.18.33.3
 asttokens==2.4.1
 async-lru==2.0.4
 async_generator==1.10
@@ -38,17 +38,17 @@ aws-c-event-stream==0.4.2
 aws-c-http==0.8.1
 aws-c-io==0.14.5
 aws-c-mqtt==0.10.2
-aws-c-s3==0.5.1
+aws-c-s3==0.5.2
 aws-c-sdkutils==0.1.15
 aws-checksums==0.1.18
 aws-crt-cpp==0.26.2
 aws-sdk-cpp==1.11.267
-awscli==1.32.34
-azure-core==1.30.0
+awscli==1.32.51
+azure-core==1.30.1
 azure-core-cpp==1.10.3
 azure-datalake-store==0.0.51
 azure-identity==1.15.0
-azure-storage-blob==12.19.0
+azure-storage-blob==12.19.1
 azure-storage-blobs-cpp==12.10.0
 azure-storage-common-cpp==12.5.0
 babel==2.14.0
@@ -62,8 +62,8 @@ blinker==1.7.0
 blosc==1.21.5
 bokeh==3.3.4
 boltons==23.1.1
-boto3==1.34.34
-botocore==1.34.34
+boto3==1.34.51
+botocore==1.34.51
 bottleneck==1.3.8
 bounded-pool-executor==0.0.3
 branca==0.7.1
@@ -88,7 +88,7 @@ certipy==0.1.3
 cf_xarray==0.9.0
 cffi==1.16.0
 cfgrib==0.9.10.4
-cfitsio==4.3.1
+cfitsio==4.4.0
 cftime==1.6.3
 cgen==2020.1
 charls==2.4.2
@@ -100,20 +100,21 @@ cligj==0.7.2
 cloudpickle==3.0.0
 cmocean==3.1.3
 colorama==0.4.4
-colorcet==3.0.1
+colorcet==3.1.0
 colorspacious==1.1.2
-comm==0.2.1
+comm==0.2.2
 configobj==5.0.8
 contourpy==1.2.0
 cryptography==42.0.5
 cuda-version==11.8
 cudatoolkit==11.8.0
-cudnn==8.8.0.121
+cudnn==8.9.7.29
 cycler==0.12.1
-cython==3.0.8
+cython==3.0.9
 cytoolz==0.12.3
-dask==2024.2.1
-dask-core==2024.2.1
+dask==2024.3.0
+dask-core==2024.3.0
+dask-expr==1.0.1
 dask-gateway==2024.1.0
 dask-glm==0.3.2
 dask-labextension==7.0.0
@@ -125,13 +126,13 @@ debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2024.2.1
+distributed==2024.3.0
 docopt==0.6.2
 docrep==0.3.2
 docstring_parser==0.15
 docutils==0.16
 donfig==0.8.1.post0
-earthaccess==0.8.2
+earthaccess==0.9.0
 eccodes==2.34.1
 efficientnet-pytorch==0.7.1
 einops==0.7.0
@@ -142,7 +143,7 @@ esmf==8.6.0
 esmpy==8.6.0
 exceptiongroup==1.2.0
 executing==2.0.1
-expat==2.5.0
+expat==2.6.2
 fastapi==0.110.0
 fasteners==0.17.3
 fastjmd95==0.2.1
@@ -150,9 +151,9 @@ fastprogress==1.0.3
 ffmpeg==6.1.1
 filelock==3.13.1
 findlibs==0.0.5
-fiona==1.9.5
-flox==0.9.2
-folium==0.15.1
+fiona==1.9.6
+flox==0.9.3
+folium==0.16.0
 font-ttf-dejavu-sans-mono==2.37
 font-ttf-inconsolata==3.000
 font-ttf-source-code-pro==2.038
@@ -167,17 +168,17 @@ freetype==2.12.1
 freexl==2.0.0
 fribidi==1.0.10
 frozenlist==1.4.1
-fsspec==2023.12.2
+fsspec==2024.2.0
 future==1.0.0
 gcc==12.3.0
 gcc_impl_linux-64==12.3.0
 gcc_linux-64==12.3.0
 gcm_filters==0.3.0
-gcsfs==2023.12.2.post1
+gcsfs==2024.2.0
 gdal==3.8.4
 gdk-pixbuf==2.42.10
 geocube==0.5.0
-geographiclib==1.52
+geographiclib==2.0
 geopandas==0.14.3
 geopandas-base==0.14.3
 geopy==2.4.1
@@ -186,10 +187,10 @@ geotiff==1.7.1
 geoviews-core==1.11.1
 gettext==0.21.1
 gflags==2.2.2
-gh==2.43.1
+gh==2.45.0
 gh-scoped-creds==4.1
 giflib==5.2.1
-git-lfs==3.4.1
+git-lfs==3.5.1
 gitdb==4.0.11
 gitpython==3.1.42
 glog==0.7.0
@@ -197,13 +198,13 @@ gmp==6.3.0
 gmpy2==2.1.2
 gnutls==3.7.9
 google-api-core==2.17.1
-google-auth==2.28.1
+google-auth==2.28.2
 google-auth-oauthlib==1.2.0
 google-cloud-core==2.4.1
 google-cloud-storage==2.14.0
 google-crc32c==1.1.2
 google-resumable-media==2.7.0
-googleapis-common-protos==1.62.0
+googleapis-common-protos==1.63.0
 gpytorch==1.11
 graphite2==1.3.13
 graphviz==9.0.0
@@ -214,7 +215,7 @@ gtk2==2.24.33
 gts==0.7.6
 h11==0.14.0
 h2==4.1.0
-h3-py==3.7.6
+h3-py==3.7.7
 h5netcdf==1.3.0
 h5py==3.10.0
 harfbuzz==8.3.0
@@ -225,7 +226,7 @@ holoviews==1.18.3
 hpack==4.0.0
 httpcore==1.0.4
 httpx==0.27.0
-huggingface_hub==0.20.2
+huggingface_hub==0.21.4
 hvplot==0.9.2
 hydra-core==1.3.2
 hyperframe==6.0.1
@@ -233,10 +234,10 @@ icu==73.2
 idna==3.6
 imagecodecs==2024.1.1
 imageio==2.34.0
-importlib-metadata==7.0.1
-importlib-resources==6.1.2
-importlib_metadata==7.0.1
-importlib_resources==6.1.2
+importlib-metadata==7.0.2
+importlib-resources==6.3.0
+importlib_metadata==7.0.2
+importlib_resources==6.3.0
 iniconfig==2.0.0
 intake==2.0.3
 intake-esm==2023.6.14
@@ -247,20 +248,20 @@ ipdb==0.13.13
 ipykernel==6.29.3
 ipyleaflet==0.18.2
 ipyspin==1.0.1
-ipython==8.22.1
+ipython==8.22.2
 ipytree==0.2.2
 ipyurl==0.1.2
 ipywidgets==8.1.2
 isodate==0.6.1
 isoduration==20.11.0
-jasper==4.2.1
-jaxtyping==0.2.25
+jasper==4.2.2
+jaxtyping==0.2.28
 jedi==0.19.1
 jinja2==3.1.3
 jmespath==1.0.1
 joblib==1.3.2
 json-c==0.17
-json5==0.9.17
+json5==0.9.22
 jsonargparse==4.27.5
 jsonnet==0.20.0
 jsonpickle==3.0.2
@@ -268,31 +269,31 @@ jsonpointer==2.4
 jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jsonschema-with-format-nongpl==4.21.1
-jupyter-lsp==2.2.3
+jupyter-lsp==2.2.4
 jupyter-panel-proxy==0.1.0
-jupyter-resource-usage==1.0.1
+jupyter-resource-usage==1.0.2
 jupyter-server-mathjax==0.2.6
-jupyter-server-proxy==4.1.0
-jupyter_client==8.6.0
-jupyter_core==5.7.1
-jupyter_events==0.9.0
-jupyter_server==2.12.5
-jupyter_server_terminals==0.5.2
+jupyter-server-proxy==4.1.2
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+jupyter_events==0.9.1
+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==4.0.2
 jupyterhub-singleuser==4.0.2
-jupyterlab==4.1.2
+jupyterlab==4.1.4
 jupyterlab-git==0.50.0
 jupyterlab-myst==2.3.1
 jupyterlab-nvdashboard==0.4.0
 jupyterlab_code_formatter==2.2.1
 jupyterlab_pygments==0.3.0
-jupyterlab_server==2.25.3
+jupyterlab_server==2.25.4
 jupyterlab_widgets==3.0.10
 jxrlib==1.1
 kealib==1.5.3
-kerchunk==0.2.3
+kerchunk==0.2.4
 kernel-headers_linux-64==2.6.32
 keyutils==1.6.1
 kiwisolver==1.4.5
@@ -328,7 +329,7 @@ libdrm==2.4.120
 libedit==3.1.20191231
 libev==4.33
 libevent==2.1.12
-libexpat==2.5.0
+libexpat==2.6.2
 libffi==3.4.2
 libgcc-devel_linux-64==12.3.0
 libgcc-ng==13.2.0
@@ -338,7 +339,7 @@ libgdal==3.8.4
 libgfortran-ng==13.2.0
 libgfortran5==13.2.0
 libgirepository==1.78.1
-libglib==2.78.4
+libglib==2.80.0
 libglu==9.0.0
 libgomp==13.2.0
 libgoogle-cloud==2.17.0
@@ -346,9 +347,11 @@ libgoogle-cloud-storage==2.17.0
 libgpg-error==1.48
 libgrpc==1.60.1
 libhwloc==2.9.3
+libhwy==1.0.7
 libiconv==1.17
 libidn2==2.3.7
 libjpeg-turbo==3.0.0
+libjxl==0.10.1
 libkml==1.3.0
 liblapack==3.9.0
 libllvm14==14.0.6
@@ -359,7 +362,6 @@ libnetcdf==4.9.2
 libnghttp2==1.58.0
 libnl==3.9.0
 libnsl==2.0.1
-libnuma==2.0.16
 libopenblas==0.3.26
 libopenvino==2023.3.0
 libopenvino-auto-batch-plugin==2023.3.0
@@ -388,7 +390,7 @@ libsecret==0.18.8
 libsodium==1.0.18
 libspatialindex==1.9.3
 libspatialite==5.1.0
-libsqlite==3.45.1
+libsqlite==3.45.2
 libssh2==1.11.0
 libstdcxx-ng==13.2.0
 libtasn1==4.19.0
@@ -399,7 +401,7 @@ libunistring==0.9.10
 libutf8proc==2.8.0
 libuuid==2.38.1
 libuv==1.46.0
-libva==2.20.0
+libva==2.21.0
 libvpx==1.13.1
 libwebp==1.3.2
 libwebp-base==1.3.2
@@ -411,9 +413,9 @@ libxslt==1.1.39
 libzip==1.10.1
 libzlib==1.2.13
 libzopfli==1.0.3
-lightly==1.5.0
+lightly==1.5.1
 lightly-utils==0.0.2
-lightning==2.2.0.post0
+lightning==2.2.1
 lightning-utilities==0.10.1
 line_profiler==4.1.1
 linear_operator==0.5.2
@@ -438,7 +440,7 @@ mdurl==0.1.2
 memory_profiler==0.61.0
 mercantile==1.2.1
 metpy==1.6.1
-minizip==4.0.4
+minizip==4.0.5
 mistune==3.0.2
 mkl==2023.2.0
 morecantile==4.3.0
@@ -457,14 +459,14 @@ munch==4.0.0
 munkres==1.1.4
 mypy_extensions==1.0.0
 nb_conda_kernels==2.3.1
-nbclient==0.8.0
-nbconvert-core==7.16.1
+nbclient==0.10.0
+nbconvert-core==7.16.2
 nbdime==4.0.1
-nbformat==5.9.2
+nbformat==5.10.2
 nbgitpuller==1.2.0
 nbstripout==0.7.1
 nc-time-axis==1.4.1
-nccl==2.20.3.1
+nccl==2.20.5.1
 ncurses==6.4
 nest-asyncio==1.6.0
 netcdf-fortran==4.6.1
@@ -478,29 +480,29 @@ notebook-shim==0.2.4
 nspr==4.35
 nss==3.98
 numba==0.58.1
-numbagg==0.8.0
-numcodecs==0.11.0
+numbagg==0.8.1
+numcodecs==0.12.1
 numpy==1.26.4
 numpy_groupies==0.10.2
 oauthlib==3.2.2
 ocl-icd==2.3.2
-odc-geo==0.4.2
+odc-geo==0.4.3
 odc-stac==0.3.9
 omegaconf==2.3.0
 openh264==2.4.1
-openjpeg==2.5.1
+openjpeg==2.5.2
 openssl==3.2.1
 orc==1.9.2
 overrides==7.7.0
 p11-kit==0.24.1
-packaging==23.2
+packaging==24.0
 pamela==1.1.0
 pandas==2.2.1
 pandocfilters==1.5.0
 panel==1.3.8
-pangeo-dask==2024.02.27
-pangeo-notebook==2024.02.27
-pango==1.52.0
+pangeo-dask==2024.03.13
+pangeo-notebook==2024.03.14
+pango==1.52.1
 parallelio==2.6.2
 param==2.0.2
 parcels==3.0.2
@@ -508,7 +510,7 @@ parso==0.8.3
 partd==1.4.1
 pathspec==0.12.1
 patsy==0.5.6
-pcre2==10.42
+pcre2==10.43
 pexpect==4.9.0
 pickleshare==0.7.5
 pillow==10.2.0
@@ -521,7 +523,7 @@ platformdirs==4.2.0
 pluggy==1.4.0
 pooch==1.8.1
 pop-tools==2023.6.0
-poppler==24.02.0
+poppler==24.03.0
 poppler-data==0.4.12
 portalocker==2.8.2
 postgresql==16.2
@@ -551,26 +553,26 @@ pydantic==1.10.13
 pydap==3.4.0
 pyerfa==2.0.1.1
 pygments==2.17.2
-pygobject==3.46.0
+pygobject==3.48.1
 pyjwt==2.8.0
 pykdtree==1.3.11
 pymbolic==2022.2
 pynvml==11.5.0
 pyopenssl==24.0.0
 pyorbital==1.8.2
-pyparsing==3.1.1
+pyparsing==3.1.2
 pyproj==3.6.1
-pyresample==1.28.1
+pyresample==1.28.2
 pyshp==2.3.1
 pysocks==1.7.1
 pyspectral==0.13.0
 pystac==1.9.0
-pystac-client==0.7.5
-pytest==8.0.2
+pystac-client==0.7.6
+pytest==8.1.1
 python==3.11.8
 python-blosc==1.10.6
 python-cmr==0.9.0
-python-dateutil==2.8.2
+python-dateutil==2.9.0
 python-eccodes==1.7.0
 python-fastjsonschema==2.19.1
 python-geotiepoints==1.7.2
@@ -583,7 +585,7 @@ python-xxhash==3.4.1
 python_abi==3.11
 pytools==2023.1.1
 pytorch==2.1.2
-pytorch-lightning==2.1.3
+pytorch-lightning==2.2.1
 pytz==2024.1
 pyu2f==0.1.5
 pyviz_comms==3.0.1
@@ -598,7 +600,7 @@ readline==8.2
 rechunker==0.5.2
 referencing==0.33.0
 requests==2.31.0
-requests-oauthlib==1.3.1
+requests-oauthlib==1.4.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rio-cogeo==4.0.1
@@ -610,7 +612,7 @@ rtree==1.2.0
 ruamel.yaml==0.18.6
 ruamel.yaml.clib==0.2.8
 s2n==1.4.5
-s3fs==2023.12.2
+s3fs==2024.2.0
 s3transfer==0.10.0
 safetensors==0.4.2
 satpy==0.47.0
@@ -621,7 +623,7 @@ seaborn==0.13.2
 seaborn-base==0.13.2
 segmentation-models-pytorch==0.3.3
 send2trash==1.8.2
-setuptools==69.1.1
+setuptools==69.2.0
 shapely==2.0.3
 simpervisor==1.0.0
 six==1.16.0
@@ -634,8 +636,8 @@ snuggs==1.4.7
 sortedcontainers==2.4.0
 soupsieve==2.5
 sparse==0.15.1
-sqlalchemy==2.0.27
-sqlite==3.45.1
+sqlalchemy==2.0.28
+sqlite==3.45.2
 stack_data==0.6.2
 stackstac==0.5.0
 starlette==0.36.3
@@ -645,11 +647,11 @@ sympy==1.12
 sysroot_linux-64==2.12
 tbb==2021.11.0
 tblib==3.0.0
-terminado==0.18.0
+terminado==0.18.1
 threadpoolctl==3.3.0
 tifffile==2024.2.12
-tiledb==2.20.0
-tiledb-py==0.26.0
+tiledb==2.20.1
+tiledb-py==0.26.3
 timezonefinder==6.4.1
 timm==0.9.2
 tinycss2==1.2.1
@@ -658,18 +660,18 @@ tk==8.6.13
 toml==0.10.2
 tomli==2.0.1
 toolz==0.12.1
-torchgeo==0.5.1
-torchmetrics==1.2.1
+torchgeo==0.5.2
+torchmetrics==1.3.1
 torchvision==0.16.1
 tornado==6.4
 tqdm==4.66.2
-traitlets==5.14.1
+traitlets==5.14.2
 traittypes==0.2.1
 trajan==0.6.0
 trollimage==1.23.1
 trollsift==0.5.1
 typeguard==2.13.3
-types-python-dateutil==2.8.19.20240106
+types-python-dateutil==2.8.19.20240311
 typeshed-client==2.4.0
 typing-extensions==4.10.0
 typing_extensions==4.10.0
@@ -681,8 +683,8 @@ ucx==1.15.0
 ujson==5.9.0
 uri-template==1.3.0
 uriparser==0.9.7
-urllib3==1.26.18
-uvicorn==0.27.1
+urllib3==2.0.7
+uvicorn==0.28.0
 validators==0.22.0
 watermark==2.4.3
 wcwidth==0.2.13
@@ -727,14 +729,14 @@ xorg-xextproto==7.3.0
 xorg-xproto==7.0.31
 xpublish==0.3.3
 xrft==1.0.1
-xskillscore==0.0.24
+xskillscore==0.0.26
 xxhash==0.8.2
 xyzservices==2023.10.1
 xz==5.2.6
 yamale==4.0.4
 yaml==0.2.5
 yarl==1.9.4
-zarr==2.17.0
+zarr==2.17.1
 zeromq==4.3.5
 zfp==1.0.1
 zict==3.0.0