diff --git a/base-notebook/conda-linux-64.lock b/base-notebook/conda-linux-64.lock
index dd242a00..cdd39fb0 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: d4bced3e833e2254567be242507812b008c3d137eeb0b5eae100b90f81854b21
+# input_hash: 94e8a56996cfbf7501427ddef903fca42af770f92e1cc7e31dac2241e9752c99
 @EXPLICIT
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+https://conda.anaconda.org/conda-forge/noarch/dask-core-2025.1.0-pyhd8ed1ab_0.conda#0abebcf57fa0d8f2f0d92f49c47d3f06
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+https://conda.anaconda.org/conda-forge/linux-64/aws-sdk-cpp-1.11.489-h4d475cb_0.conda#b775e9f46dfa94b228a81d8e8c6d8b1d
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diff --git a/base-notebook/conda-lock.yml b/base-notebook/conda-lock.yml
index 20f48612..a297cb31 100644
--- a/base-notebook/conda-lock.yml
+++ b/base-notebook/conda-lock.yml
@@ -13,10 +13,10 @@
 version: 1
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@@ -7092,10 +7028,10 @@ package:
     libgcc: '>=13'
     libprotobuf: '>=5.28.3,<5.28.4.0a0'
     libstdcxx: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libarrow-substrait-19.0.0-h1e9d426_5_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libarrow-substrait-19.0.0-h1e9d426_6_cpu.conda
   hash:
-    md5: 08ebc217fe3fa88f237fc5c1d7469733
-    sha256: c98e34e3963e2554e69718922de1efe4b3d916ae5bd702d94a1a6259286ca77a
+    md5: cb69a5a98f0419291d3ca5a3ef3a4682
+    sha256: 396c2b1bd60ff4bb37dca444e88353498123af1c6b8ac2671d08059488e89aee
   category: main
   optional: false
 - name: libarrow-substrait
@@ -8696,10 +8632,10 @@ package:
     libstdcxx: '>=13'
     libthrift: '>=0.21.0,<0.21.1.0a0'
     openssl: '>=3.4.0,<4.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libparquet-19.0.0-h081d1f1_5_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libparquet-19.0.0-h081d1f1_6_cpu.conda
   hash:
-    md5: 48e2ffd05532f9176b28769bbcdab6fa
-    sha256: 582e1e47131be438f107ddb1cada5f53857f3da96b412a16df3b87de5f9e7688
+    md5: f3568dffa3475ad489cd2169643b863c
+    sha256: b2f05a84cfe46a6deb19849bbca24398c813ace0a5c5a4752e7a7d184fc319e1
   category: main
   optional: false
 - name: libparquet
@@ -8712,10 +8648,10 @@ package:
     libstdcxx: '>=13'
     libthrift: '>=0.21.0,<0.21.1.0a0'
     openssl: '>=3.4.0,<4.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libparquet-19.0.0-hfc78867_5_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libparquet-19.0.0-hfc78867_6_cpu.conda
   hash:
-    md5: 7e09b5d800bf7bab733dbc3056bef104
-    sha256: 3b2488964c0fda50a514325379052f562ac019301e922014a0da7ee56de6cf53
+    md5: f643a3a58bceb3df11a56fcfd8aad305
+    sha256: 7d90d017c39ce27b1ea7ebb702f5baba8998e202cd57e450247ade6dbf1c9ea2
   category: main
   optional: false
 - name: libparquet
@@ -11288,63 +11224,63 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.12.1.*
+    dask: 2025.1.0.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.12.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.10-hd8ed1ab_0.conda
+    distributed: 2025.1.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 7e8311095d17057bc7a2028bde34bb28
-    sha256: 3d8010eff860034296b1d8383f8381b937e9f6c40996db6e10f72cb464057712
+    md5: 11187e7f7afb910dbb0e841c4a221258
+    sha256: 46372bbc0fc55ff790aa2a6b182f62b18e788643bc9e542876d0cfc17fbcef32
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-aarch64
   dependencies:
     dask-gateway: 2024.1.0.*
-    dask: 2024.12.1.*
-    distributed: 2024.12.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.10-hd8ed1ab_0.conda
+    dask: 2025.1.0.*
+    distributed: 2025.1.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 7e8311095d17057bc7a2028bde34bb28
-    sha256: 3d8010eff860034296b1d8383f8381b937e9f6c40996db6e10f72cb464057712
+    md5: 11187e7f7afb910dbb0e841c4a221258
+    sha256: 46372bbc0fc55ff790aa2a6b182f62b18e788643bc9e542876d0cfc17fbcef32
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: osx-64
   dependencies:
     dask-gateway: 2024.1.0.*
-    dask: 2024.12.1.*
-    distributed: 2024.12.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.10-hd8ed1ab_0.conda
+    dask: 2025.1.0.*
+    distributed: 2025.1.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 7e8311095d17057bc7a2028bde34bb28
-    sha256: 3d8010eff860034296b1d8383f8381b937e9f6c40996db6e10f72cb464057712
+    md5: 11187e7f7afb910dbb0e841c4a221258
+    sha256: 46372bbc0fc55ff790aa2a6b182f62b18e788643bc9e542876d0cfc17fbcef32
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: osx-arm64
   dependencies:
     dask-gateway: 2024.1.0.*
-    dask: 2024.12.1.*
-    distributed: 2024.12.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.10-hd8ed1ab_0.conda
+    dask: 2025.1.0.*
+    distributed: 2025.1.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 7e8311095d17057bc7a2028bde34bb28
-    sha256: 3d8010eff860034296b1d8383f8381b937e9f6c40996db6e10f72cb464057712
+    md5: 11187e7f7afb910dbb0e841c4a221258
+    sha256: 46372bbc0fc55ff790aa2a6b182f62b18e788643bc9e542876d0cfc17fbcef32
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-64
   dependencies:
@@ -11354,15 +11290,15 @@ package:
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 4bb470919d5bf1059a1eb6c3675e5a14
-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-aarch64
   dependencies:
@@ -11372,15 +11308,15 @@ package:
     jupyter-server-proxy: 4.4.0.*
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 4bb470919d5bf1059a1eb6c3675e5a14
-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: osx-64
   dependencies:
@@ -11390,15 +11326,15 @@ package:
     jupyter-server-proxy: 4.4.0.*
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 4bb470919d5bf1059a1eb6c3675e5a14
-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: osx-arm64
   dependencies:
@@ -11408,11 +11344,11 @@ package:
     jupyter-server-proxy: 4.4.0.*
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 4bb470919d5bf1059a1eb6c3675e5a14
-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: parso
diff --git a/base-notebook/environment.yml b/base-notebook/environment.yml
index 4cda43f3..ac02914e 100644
--- a/base-notebook/environment.yml
+++ b/base-notebook/environment.yml
@@ -4,5 +4,5 @@ channels:
   - nodefaults
 dependencies:
   - python=3.12
-  - pangeo-notebook=2025.01.10
+  - pangeo-notebook=2025.01.24
   - pip
diff --git a/base-notebook/packages.txt b/base-notebook/packages.txt
index 4b71b060..734b5a28 100644
--- a/base-notebook/packages.txt
+++ b/base-notebook/packages.txt
@@ -27,7 +27,7 @@ aws-c-s3==0.7.9
 aws-c-sdkutils==0.2.2
 aws-checksums==0.2.2
 aws-crt-cpp==0.29.9
-aws-sdk-cpp==1.11.458
+aws-sdk-cpp==1.11.489
 azure-core-cpp==1.14.0
 azure-identity-cpp==1.10.0
 azure-storage-blobs-cpp==12.13.0
@@ -55,15 +55,14 @@ comm==0.2.2
 contourpy==1.3.1
 cryptography==44.0.0
 cytoolz==1.0.1
-dask==2024.12.1
-dask-core==2024.12.1
-dask-expr==1.1.21
+dask==2025.1.0
+dask-core==2025.1.0
 dask-gateway==2024.1.0
 dask-labextension==7.0.0
 debugpy==1.8.12
 decorator==5.1.1
 defusedxml==0.7.1
-distributed==2024.12.1
+distributed==2025.1.0
 entrypoints==0.4
 exceptiongroup==1.2.2
 executing==2.1.0
@@ -193,8 +192,8 @@ packaging==24.2
 pamela==1.2.0
 pandas==2.2.3
 pandocfilters==1.5.0
-pangeo-dask==2025.01.10
-pangeo-notebook==2025.01.10
+pangeo-dask==2025.01.24
+pangeo-notebook==2025.01.24
 parso==0.8.4
 partd==1.4.2
 pexpect==4.9.0
diff --git a/ml-notebook/conda-linux-64.lock b/ml-notebook/conda-linux-64.lock
index 7cc19111..05bff62d 100644
--- a/ml-notebook/conda-linux-64.lock
+++ b/ml-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 723ed29f849e3a2a0cb2f6312d02fd59e187997e87b12686618d3e0be1058824
+# input_hash: 1f0052d60746e3fd96f981dee516e921626b551511b8550af1ee58798ff1c412
 @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
@@ -163,7 +163,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.28-pthreads_h94d
 https://conda.anaconda.org/conda-forge/linux-64/librttopo-1.1.0-h97f6797_17.conda#e16e9b1333385c502bf915195f421934
 https://conda.anaconda.org/conda-forge/linux-64/libthrift-0.20.0-h0e7cc3e_1.conda#d0ed81c4591775b70384f4cc78e05cd1
 https://conda.anaconda.org/conda-forge/linux-64/libvpx-1.14.1-hac33072_0.conda#cde393f461e0c169d9ffb2fc70f81c33
-https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_1.conda#9e8a965e85075ff8b7c6c8a350e8a778
+https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_2.conda#4ea763d33da0bad90e3e27dce5af680f
 https://conda.anaconda.org/conda-forge/linux-64/libzip-1.11.2-h6991a6a_0.conda#a7b27c075c9b7f459f1c022090697cba
 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
@@ -227,7 +227,7 @@ https://conda.anaconda.org/conda-forge/noarch/fastprogress-1.0.3-pyhd8ed1ab_1.co
 https://conda.anaconda.org/conda-forge/noarch/filelock-3.17.0-pyhd8ed1ab_0.conda#7f402b4a1007ee355bc50ce4d24d4a57
 https://conda.anaconda.org/conda-forge/noarch/findlibs-0.0.5-pyhd8ed1ab_0.conda#8f325f63020af6f7acbe2c4cb4c920db
 https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.15.0-h7e30c49_1.conda#8f5b0b297b59e1ac160ad4beec99dbee
-https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h66e93f0_0.conda#f98e36c96b2c66d9043187179ddb04f4
+https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h178313f_1.conda#fb986e1c089021979dc79606af78ef8f
 https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.12.0-pyhd8ed1ab_0.conda#e041ad4c43ab5e10c74587f95378ebc7
 https://conda.anaconda.org/conda-forge/noarch/future-1.0.0-pyhd8ed1ab_1.conda#e75df25fe5ddec19b2f6ac8dfd33b838
 https://conda.anaconda.org/conda-forge/noarch/gast-0.6.0-pyhd8ed1ab_0.conda#3fb76e88cbe6f96dfdaff277268bded9
@@ -486,12 +486,12 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-c-s3-0.6.7-h666547d_0.conda#
 https://conda.anaconda.org/conda-forge/linux-64/azure-identity-cpp-1.8.0-hd126650_2.conda#36df3cf05459de5d0a41c77c4329634b
 https://conda.anaconda.org/conda-forge/linux-64/azure-storage-common-cpp-12.7.0-h10ac4d7_1.conda#ab6d507ad16dbe2157920451d662e4a1
 https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.2.0-h82add2a_4.conda#a30e9406c873940383555af4c873220d
-https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.1-pyge310_1234567_0.conda#8be0efb498e635e845c2239437c7eaf3
+https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.3-pyge310_1234567_0.conda#d21b74ea6fe0795af13a62f00f5258f3
 https://conda.anaconda.org/conda-forge/noarch/branca-0.8.1-pyhd8ed1ab_0.conda#9f3937b768675ab4346f07e9ef723e4b
 https://conda.anaconda.org/conda-forge/noarch/cattrs-24.1.2-pyhd8ed1ab_1.conda#53eca64665361194ca4bbaf87c0ded99
 https://conda.anaconda.org/conda-forge/linux-64/cryptography-43.0.1-py312hda17c39_0.conda#1b673277378cb4c80a061a4c6f453b6d
 https://conda.anaconda.org/conda-forge/linux-64/cuda-nvcc-12.6.85-hcdd1206_0.conda#fe294b5f78236b26d0b388652212e581
-https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.12.1-pyhd8ed1ab_0.conda#48060c395f1e87a80330c0adaad332f7
+https://conda.anaconda.org/conda-forge/noarch/dask-core-2025.1.0-pyhd8ed1ab_0.conda#0abebcf57fa0d8f2f0d92f49c47d3f06
 https://conda.anaconda.org/conda-forge/noarch/email-validator-2.2.0-pyhd8ed1ab_1.conda#da16dd3b0b71339060cd44cb7110ddf9
 https://conda.anaconda.org/conda-forge/noarch/flexcache-0.3-pyhd8ed1ab_1.conda#f1e618f2f783427019071b14a111b30d
 https://conda.anaconda.org/conda-forge/noarch/flexparser-0.4-pyhd8ed1ab_1.conda#6dc4e43174cd552452fdb8c423e90e69
@@ -538,7 +538,7 @@ https://conda.anaconda.org/conda-forge/linux-64/tbb-2022.0.0-hceb3a55_0.conda#79
 https://conda.anaconda.org/conda-forge/linux-64/ucx-1.18.0-hca5d63b_0.conda#f4aab914d4e424ca9103986a781e97cb
 https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.34.0-pyh31011fe_0.conda#5d448feee86e4740498ec8f8eb40e052
 https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.0.4-py312h12e396e_0.conda#df87129c4cb7afc4a3cbad71a1b9e223
-https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.18.0-pyhd8ed1ab_0.conda#6fee4b76792b913ba69c62e4899ea130
+https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.19.0-pyhd8ed1ab_0.conda#547a232f11563ea73394e998f2c9a4b3
 https://conda.anaconda.org/conda-forge/noarch/alembic-1.14.1-pyhd8ed1ab_0.conda#0b211ee9f81a025906738697c0ecce55
 https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-23.1.0-pyhd8ed1ab_1.conda#a7ee488b71c30ada51c48468337b85ba
 https://conda.anaconda.org/conda-forge/linux-64/aws-crt-cpp-0.28.3-hbe26082_8.conda#80d5fac04be0e6c2774f57eb7529f145
@@ -551,7 +551,7 @@ https://conda.anaconda.org/conda-forge/linux-64/cftime-1.6.4-py312hc0a28a1_1.con
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diff --git a/ml-notebook/conda-lock.yml b/ml-notebook/conda-lock.yml
index 7d9942c0..e8ff59aa 100644
--- a/ml-notebook/conda-lock.yml
+++ b/ml-notebook/conda-lock.yml
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-    sha256: d4683edae9c9d2a00a74a5cdd87cf6adfbccd7426fd2adb09e5f4030dc14608d
+    md5: 2ce714023bbdc1a381ec55505da2e113
+    sha256: 7d649962da531389e078b93459b668fc132238ac977e84c6bfa399a224edc3bf
   category: main
   optional: false
 - name: botocore
-  version: 1.36.1
+  version: 1.36.3
   manager: conda
   platform: linux-64
   dependencies:
@@ -1146,10 +1145,10 @@ package:
     python: '>=3.10'
     python-dateutil: '>=2.1,<3.0.0'
     urllib3: '>=1.25.4,!=2.2.0,<3'
-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.1-pyge310_1234567_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.3-pyge310_1234567_0.conda
   hash:
-    md5: 8be0efb498e635e845c2239437c7eaf3
-    sha256: 13f9452f3d75e8693730f542857e15391e5d7beb2724375a661dd8ea77d409a9
+    md5: d21b74ea6fe0795af13a62f00f5258f3
+    sha256: 3d41462f9f40d0e15b665ad0123693877b9445eca3ed1f16fa698fc5c2e66948
   category: main
   optional: false
 - name: bottleneck
@@ -2167,29 +2166,28 @@ package:
   category: main
   optional: false
 - name: dask
-  version: 2024.12.1
+  version: 2025.1.0
   manager: conda
   platform: linux-64
   dependencies:
     bokeh: '>=3.1.0'
     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.12.1,<2024.12.2.0a0'
-    dask-expr: '>=1.1,<1.2'
-    distributed: '>=2024.12.1,<2024.12.2.0a0'
+    dask-core: '>=2025.1.0,<2025.1.1.0a0'
+    distributed: '>=2025.1.0,<2025.1.1.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.24'
     pandas: '>=2.0'
     pyarrow: '>=14.0.1'
     python: '>=3.10'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.12.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2025.1.0-pyhd8ed1ab_0.conda
   hash:
-    md5: f3134df9565c4d4415ff0e61f3aa28d0
-    sha256: 4caae23bb33892998bee07024ddf1eec346400556c7bb7d45d1cee148af060d1
+    md5: a5f91379331b61157c203ca69da6331b
+    sha256: 1fe5a011a4f1684d9665bb8e313f8794ceb2bbce47bea74d7c347a052c9e91eb
   category: main
   optional: false
 - name: dask-core
-  version: 2024.12.1
+  version: 2025.1.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -2202,25 +2200,10 @@ package:
     python: '>=3.10'
     pyyaml: '>=5.3.1'
     toolz: '>=0.10.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.12.1-pyhd8ed1ab_0.conda
-  hash:
-    md5: 48060c395f1e87a80330c0adaad332f7
-    sha256: a2dfdb73143ddc75ee7ca25b0a8c714ecaedafb45c6a4684883b7648924e2ea3
-  category: main
-  optional: false
-- name: dask-expr
-  version: 1.1.21
-  manager: conda
-  platform: linux-64
-  dependencies:
-    dask-core: 2024.12.1
-    pandas: '>=2'
-    pyarrow: '>=14.0.1'
-    python: '>=3.10'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.1.21-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2025.1.0-pyhd8ed1ab_0.conda
   hash:
-    md5: e72a014dbbd35545dcfba4de9c92fb1d
-    sha256: 5aceb0fb2ba39a3fa30f5b8fe7b0d9d832aacdc76dd2b01bd88d92893eabc50f
+    md5: 0abebcf57fa0d8f2f0d92f49c47d3f06
+    sha256: 5f2e27f1a000b1f04fa02914db21b7074772571f293fa2afe3606e4e499ad4d8
   category: main
   optional: false
 - name: dask-gateway
@@ -2449,14 +2432,14 @@ package:
   category: main
   optional: false
 - name: distributed
-  version: 2024.12.1
+  version: 2025.1.0
   manager: conda
   platform: linux-64
   dependencies:
     click: '>=8.0'
     cloudpickle: '>=3.0.0'
     cytoolz: '>=0.11.2'
-    dask-core: '>=2024.12.1,<2024.12.2.0a0'
+    dask-core: '>=2025.1.0,<2025.1.1.0a0'
     jinja2: '>=2.10.3'
     locket: '>=1.0.0'
     msgpack-python: '>=1.0.2'
@@ -2470,10 +2453,10 @@ package:
     tornado: '>=6.2.0'
     urllib3: '>=1.26.5'
     zict: '>=3.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2024.12.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2025.1.0-pyhd8ed1ab_0.conda
   hash:
-    md5: 58df114d7649ddb3f68c9b9adc6fbabe
-    sha256: 0cdd52fd0654428eb5bc6f460747ac484d07cca8434e361078f20e2c3258bb1e
+    md5: 5ec97e707606eaa891eedb406eba507b
+    sha256: 4419d4e5dfb8e5e2da10c38a46316c7681a4faf72bbfd13abcc9dd90feb8e541
   category: main
   optional: false
 - name: distro
@@ -2783,20 +2766,20 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
+    python: ''
+    starlette: '>=0.40.0,<0.46.0'
+    typing_extensions: '>=4.8.0'
+    pydantic: '>=1.7.4,!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,!=2.1.0,<3.0.0'
     email_validator: '>=2.0.0'
     fastapi-cli: '>=0.0.5'
     httpx: '>=0.23.0'
-    jinja2: '>=2.11.2'
-    pydantic: '>=1.7.4,!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,!=2.1.0,<3.0.0'
-    python: '>=3.9'
-    python-multipart: '>=0.0.7'
-    starlette: '>=0.40.0,<0.46.0'
-    typing_extensions: '>=4.8.0'
+    jinja2: '>=3.1.5'
+    python-multipart: '>=0.0.18'
     uvicorn-standard: '>=0.12.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/fastapi-0.115.7-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/fastapi-0.115.7-pyh29332c3_1.conda
   hash:
-    md5: aca90140ae63542cdbf749804b8426b7
-    sha256: 0324701b34662b98d6e9d2973cdd375592562a20822ca77d732172d246a31f00
+    md5: b53637ce62c4bcf3123a2a40f6a3824b
+    sha256: ac0c357b216e0b37d1a31af200548783d9e5a0413caaee92c5184dbef63b578e
   category: main
   optional: false
 - name: fastapi-cli
@@ -3216,10 +3199,10 @@ package:
     libgcc: '>=13'
     python: '>=3.12,<3.13.0a0'
     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h66e93f0_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h178313f_1.conda
   hash:
-    md5: f98e36c96b2c66d9043187179ddb04f4
-    sha256: 7e0c12983b20f2816b3712729b5a35ecb7ee152132ca7cf805427c62395ea823
+    md5: fb986e1c089021979dc79606af78ef8f
+    sha256: 501e20626798b6d7f130f4db0fb02c0385d8f4c11ca525925602a4208afb343f
   category: main
   optional: false
 - name: fsspec
@@ -7317,10 +7300,10 @@ package:
     libgcc: '>=13'
     libstdcxx: '>=13'
     nccl: '>=2.24.3.1,<3.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_2.conda
   hash:
-    md5: 9e8a965e85075ff8b7c6c8a350e8a778
-    sha256: 97e20b0f8cad707dd7d509a1e35f56da036132c228be4f9dc0819d480d74ce7c
+    md5: 4ea763d33da0bad90e3e27dce5af680f
+    sha256: 08c5d3eec7631a09225595e58905cd561d6ae2e9bc80c5ab63b2eb5fa1a118c8
   category: main
   optional: false
 - name: libxml2
@@ -8512,7 +8495,7 @@ package:
   category: main
   optional: false
 - name: optax
-  version: 0.2.3
+  version: 0.2.4
   manager: conda
   platform: linux-64
   dependencies:
@@ -8524,10 +8507,10 @@ package:
     numpy: '>=1.18.0'
     python: '>=3.9'
     typing_extensions: '>=3.10'
-  url: https://conda.anaconda.org/conda-forge/noarch/optax-0.2.3-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/optax-0.2.4-pyhff2d567_0.conda
   hash:
-    md5: e3abc01ef0ada036abe35d39a2c15767
-    sha256: bba20ec697805ad0247a7fe8bef31a12c98d9c35676b7fbaa0bb00ebb2b4a0b4
+    md5: a4a02409f07ad3d484a599841f8c1f55
+    sha256: 45c19f8f3601577b6ab50757a3c9a8f0d5c0b433f05b800a598bb7c514b3b08c
   category: main
   optional: false
 - name: optree
@@ -8686,21 +8669,21 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.12.1.*
+    dask: 2025.1.0.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.12.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.10-hd8ed1ab_0.conda
+    distributed: 2025.1.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 7e8311095d17057bc7a2028bde34bb28
-    sha256: 3d8010eff860034296b1d8383f8381b937e9f6c40996db6e10f72cb464057712
+    md5: 11187e7f7afb910dbb0e841c4a221258
+    sha256: 46372bbc0fc55ff790aa2a6b182f62b18e788643bc9e542876d0cfc17fbcef32
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-64
   dependencies:
@@ -8710,11 +8693,11 @@ package:
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 4bb470919d5bf1059a1eb6c3675e5a14
-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pango
@@ -9280,10 +9263,10 @@ package:
     python: '>=3.9'
     scikit-learn: ''
     scipy: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda126_pyh3ef1b53_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda126_pyh3ef1b53_2.conda
   hash:
-    md5: 6793b9ab6e8cc3bd9816a077796d9ce4
-    sha256: ee2877229816b6de9acdc4a9269693a999a104358639a7cf47898865f5998b66
+    md5: 0ae0b1f21999a7462f02c9db3240d154
+    sha256: ef8dae7acdd8dcec0dd8b2a495743e954eae3eab8edb1c97425d0b636a69d336
   category: main
   optional: false
 - name: py2vega
@@ -12124,10 +12107,10 @@ package:
     __cuda: ''
     py-xgboost: 2.1.3
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda126_pyh68bd8d9_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda126_pyh68bd8d9_2.conda
   hash:
-    md5: 1d73a7e80a661033e9f57a83a6663772
-    sha256: 29b406a578fc830c617e20d1b232b38c8e2ce90f9355bd24d407a524352ce20e
+    md5: 2e57ef26cda5b4cad0c0b24b7fcfa2ce
+    sha256: 2ca9f2959bb99f68f716e493e0abb866f1c4d1651f9c37cb52b4d22c57839238
   category: main
   optional: false
 - name: xgcm
diff --git a/ml-notebook/packages.txt b/ml-notebook/packages.txt
index 96159f13..86437983 100644
--- a/ml-notebook/packages.txt
+++ b/ml-notebook/packages.txt
@@ -6,7 +6,7 @@ _py-xgboost-mutex==2.0
 absl-py==2.1.0
 adlfs==2024.12.0
 affine==2.4.0
-aiobotocore==2.18.0
+aiobotocore==2.19.0
 aiohappyeyeballs==2.4.4
 aiohttp==3.11.11
 aioitertools==0.12.0
@@ -70,8 +70,8 @@ blinker==1.9.0
 blosc==1.21.6
 bokeh==3.6.2
 boltons==24.0.0
-boto3==1.36.1
-botocore==1.36.1
+boto3==1.36.3
+botocore==1.36.3
 bottleneck==1.4.2
 bounded-pool-executor==0.0.3
 bqplot==0.12.43
@@ -141,9 +141,8 @@ cuda-version==12.6
 cudnn==9.3.0.75
 cycler==0.12.1
 cytoolz==1.0.1
-dask==2024.12.1
-dask-core==2024.12.1
-dask-expr==1.1.21
+dask==2025.1.0
+dask-core==2025.1.0
 dask-gateway==2024.1.0
 dask-geopandas==0.4.3
 dask-glm==0.3.2
@@ -158,7 +157,7 @@ defusedxml==0.7.1
 deprecated==1.2.15
 descartes==1.1.0
 dill==0.3.9
-distributed==2024.12.1
+distributed==2025.1.0
 distro==1.8.0
 dm-tree==0.1.8
 dnspython==2.7.0
@@ -545,7 +544,7 @@ openssh==9.9p1
 openssl==3.4.0
 opt-einsum==3.4.0
 opt_einsum==3.4.0
-optax==0.2.3
+optax==0.2.4
 optree==0.14.0
 orbax-checkpoint==0.6.4
 orc==2.0.2
@@ -555,8 +554,8 @@ pamela==1.2.0
 pandas==2.2.3
 pandocfilters==1.5.0
 panel==1.5.5
-pangeo-dask==2025.01.10
-pangeo-notebook==2025.01.10
+pangeo-dask==2025.01.24
+pangeo-notebook==2025.01.24
 pango==1.54.0
 parallelio==2.6.3
 param==2.2.0
diff --git a/pangeo-notebook/conda-linux-64.lock b/pangeo-notebook/conda-linux-64.lock
index bbcca0cb..3d882940 100644
--- a/pangeo-notebook/conda-linux-64.lock
+++ b/pangeo-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 6409f818a196d225782d64d79533dfb954296fe4a21c3db7ffbda74e2e81df07
+# input_hash: 36c63ed29a1d9083fb93c4bef25fd85bfeb6e4a9b60e9b07965119733100032a
 @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
@@ -189,7 +189,7 @@ https://conda.anaconda.org/conda-forge/noarch/fastprogress-1.0.3-pyhd8ed1ab_1.co
 https://conda.anaconda.org/conda-forge/noarch/filelock-3.17.0-pyhd8ed1ab_0.conda#7f402b4a1007ee355bc50ce4d24d4a57
 https://conda.anaconda.org/conda-forge/noarch/findlibs-0.0.5-pyhd8ed1ab_0.conda#8f325f63020af6f7acbe2c4cb4c920db
 https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.15.0-h7e30c49_1.conda#8f5b0b297b59e1ac160ad4beec99dbee
-https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h66e93f0_0.conda#f98e36c96b2c66d9043187179ddb04f4
+https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h178313f_1.conda#fb986e1c089021979dc79606af78ef8f
 https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.12.0-pyhd8ed1ab_0.conda#e041ad4c43ab5e10c74587f95378ebc7
 https://conda.anaconda.org/conda-forge/noarch/future-1.0.0-pyhd8ed1ab_1.conda#e75df25fe5ddec19b2f6ac8dfd33b838
 https://conda.anaconda.org/conda-forge/noarch/gast-0.4.0-pyh9f0ad1d_0.tar.bz2#42323c77b73462199fca93bc8ac9279d
@@ -220,7 +220,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libkml-1.3.0-hf539b9f_1021.conda
 https://conda.anaconda.org/conda-forge/linux-64/libsystemd0-257.2-h3dc2cb9_0.conda#40c12fdd396297db83f789722027f5ed
 https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.7.0-hd9ff511_3.conda#0ea6510969e1296cc19966fad481f6de
 https://conda.anaconda.org/conda-forge/linux-64/libudev1-257.2-h9a4d06a_0.conda#f8ff68da999a4f1c57b1d523b18de1cc
-https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda118_h09a87be_1.conda#f0bb77cfa7e72ee47372019c8cc38adf
+https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda118_h09a87be_2.conda#e3a1eaa2203050b186bda5fbfd2d8e39
 https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.13.5-h8d12d68_1.conda#1a21e49e190d1ffe58531a81b6e400e1
 https://conda.anaconda.org/conda-forge/linux-64/line_profiler-4.1.3-py312h68727a3_1.conda#99138c6ce27e4183895ca935afd33aa4
 https://conda.anaconda.org/conda-forge/linux-64/llvmlite-0.43.0-py312h374181b_1.conda#ed6ead7e9ab9469629c6cfb363b5c6e2
@@ -432,11 +432,11 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-c-s3-0.7.7-hf454442_0.conda#
 https://conda.anaconda.org/conda-forge/linux-64/azure-identity-cpp-1.10.0-h113e628_0.conda#73f73f60854f325a55f1d31459f2ab73
 https://conda.anaconda.org/conda-forge/linux-64/azure-storage-common-cpp-12.8.0-h736e048_1.conda#13de36be8de3ae3f05ba127631599213
 https://conda.anaconda.org/conda-forge/noarch/bleach-with-css-6.2.0-h82add2a_4.conda#a30e9406c873940383555af4c873220d
-https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.1-pyge310_1234567_0.conda#8be0efb498e635e845c2239437c7eaf3
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 https://conda.anaconda.org/conda-forge/noarch/notebook-7.3.2-pyhd8ed1ab_0.conda#48b0461a947a0537427fc836b9bd2d33
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 https://conda.anaconda.org/conda-forge/noarch/dask-gateway-2024.1.0-pyh8af1aa0_0.conda#8e8c5875b0bbdf9777ab6f02ae350ebd
 https://conda.anaconda.org/conda-forge/noarch/dask-glm-0.3.2-pyhd8ed1ab_0.conda#42a1a2e934536afac341b100d41b928c
 https://conda.anaconda.org/conda-forge/noarch/gcm_filters-0.5.1-pyhd8ed1ab_0.conda#03111b93feff9d871f64f0dcc341ec67
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 https://conda.anaconda.org/conda-forge/noarch/intake-xarray-2.0.0-pyhd8ed1ab_1.conda#9ff534be39502e636cb4d25dc6696c66
+https://conda.anaconda.org/conda-forge/noarch/nb_conda_kernels-2.5.1-pyh707e725_2.conda#076e6d822442987779a6622092a8fb6a
+https://conda.anaconda.org/conda-forge/noarch/nbgitpuller-1.2.1-pyhd8ed1ab_1.conda#ae6581ab88e9650cae4e8d1bbdccc31f
 https://conda.anaconda.org/conda-forge/noarch/pop-tools-2023.6.0-pyhd8ed1ab_1.conda#229b4a7fedc9ef3929d15827626eed95
 https://conda.anaconda.org/conda-forge/noarch/pyspectral-0.13.5-pyhd8ed1ab_1.conda#2856e9ffa2b0b23c8392970f27b4faf5
 https://conda.anaconda.org/conda-forge/linux-64/trollimage-1.26.0-py312hf9745cd_1.conda#4470a0926ae1dd8a39b9ecf5f0808681
@@ -735,7 +734,7 @@ https://conda.anaconda.org/conda-forge/noarch/xmitgcm-0.5.2-pyhd8ed1ab_1.conda#3
 https://conda.anaconda.org/conda-forge/noarch/xrft-1.0.1-pyhd8ed1ab_1.conda#f86464b8dce15aaedafba979b620331a
 https://conda.anaconda.org/conda-forge/noarch/dask-ml-2024.4.4-pyhd8ed1ab_0.conda#5fc5ed918fa9a9f63001c06bdf21d53e
 https://conda.anaconda.org/conda-forge/noarch/intake-stac-0.4.0-pyhd8ed1ab_1.conda#180dde5cb78646da407144eb30edbe65
-https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.10-hd8ed1ab_0.conda#7e8311095d17057bc7a2028bde34bb28
+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.24-hd8ed1ab_0.conda#11187e7f7afb910dbb0e841c4a221258
 https://conda.anaconda.org/conda-forge/noarch/satpy-0.54.0-pyhd8ed1ab_0.conda#1305295346b7e36976f9f8b7377690b4
 https://conda.anaconda.org/conda-forge/noarch/xskillscore-0.0.26-pyhd8ed1ab_1.conda#3ef44dbf2890f9c33560571e7d88dc71
-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda#4bb470919d5bf1059a1eb6c3675e5a14
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda#d83c7c15149a5707ed2b10e6afc65b51
diff --git a/pangeo-notebook/conda-lock.yml b/pangeo-notebook/conda-lock.yml
index 58e89e7d..89abace0 100644
--- a/pangeo-notebook/conda-lock.yml
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-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 4bb470919d5bf1059a1eb6c3675e5a14
-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
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+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-aarch64
   dependencies:
@@ -29560,15 +29492,15 @@ package:
     jupyter-server-proxy: 4.4.0.*
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
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-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: osx-64
   dependencies:
@@ -29578,15 +29510,15 @@ package:
     jupyter-server-proxy: 4.4.0.*
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
-    md5: 4bb470919d5bf1059a1eb6c3675e5a14
-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: osx-arm64
   dependencies:
@@ -29596,11 +29528,11 @@ package:
     jupyter-server-proxy: 4.4.0.*
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
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-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pango
@@ -31789,10 +31721,10 @@ package:
     python: '>=3.9'
     scikit-learn: ''
     scipy: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda118_pyh1b5bf1a_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda118_pyh1b5bf1a_2.conda
   hash:
-    md5: 48dda5fd753572b6426078bfe9bdb4c9
-    sha256: 01a8e1479828337bd00eda6d49e90da25a21a85247a219b49e2eadb831882562
+    md5: a7a5e73f8adafbf5a6f67fd69c334f54
+    sha256: 890d865be8e622b1d43c270b014aca9ee31be8ee4f35cc38f959b1deb1192e48
   category: main
   optional: false
 - name: py-xgboost
@@ -31807,10 +31739,10 @@ package:
     python: '>=3.9'
     _py-xgboost-mutex: '2.0'
     libxgboost: '*'
-  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda118_pyh1b5bf1a_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda118_pyh1b5bf1a_2.conda
   hash:
-    md5: 48dda5fd753572b6426078bfe9bdb4c9
-    sha256: 01a8e1479828337bd00eda6d49e90da25a21a85247a219b49e2eadb831882562
+    md5: a7a5e73f8adafbf5a6f67fd69c334f54
+    sha256: 890d865be8e622b1d43c270b014aca9ee31be8ee4f35cc38f959b1deb1192e48
   category: main
   optional: false
 - name: py-xgboost
@@ -31824,10 +31756,10 @@ package:
     python: '>=3.9'
     _py-xgboost-mutex: '2.0'
     libxgboost: '*'
-  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cpu_pyh1ce2f49_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cpu_pyhf5c67e3_2.conda
   hash:
-    md5: f0a66b6ec99321290c447bf297713eee
-    sha256: 94e17987be89fc203f946ea010591db742f89f18063f814025f385dcedb5c414
+    md5: 3166724eeccd40fa551264b58780b86e
+    sha256: 4064b7c568897c88dad7c94d60bc47d2d6b93abb8bfba11fa731a2a8f6597e6d
   category: main
   optional: false
 - name: py-xgboost
@@ -31841,10 +31773,10 @@ package:
     python: '>=3.9'
     _py-xgboost-mutex: '2.0'
     libxgboost: '*'
-  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cpu_pyh1ce2f49_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cpu_pyhf5c67e3_2.conda
   hash:
-    md5: f0a66b6ec99321290c447bf297713eee
-    sha256: 94e17987be89fc203f946ea010591db742f89f18063f814025f385dcedb5c414
+    md5: 3166724eeccd40fa551264b58780b86e
+    sha256: 4064b7c568897c88dad7c94d60bc47d2d6b93abb8bfba11fa731a2a8f6597e6d
   category: main
   optional: false
 - name: py2vega
@@ -38488,7 +38420,7 @@ package:
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
     aws-crt-cpp: '>=0.29.9,<0.29.10.0a0'
-    aws-sdk-cpp: '>=1.11.458,<1.11.459.0a0'
+    aws-sdk-cpp: '>=1.11.489,<1.11.490.0a0'
     azure-core-cpp: '>=1.14.0,<1.14.1.0a0'
     azure-identity-cpp: '>=1.10.0,<1.10.1.0a0'
     azure-storage-blobs-cpp: '>=12.13.0,<12.13.1.0a0'
@@ -38508,10 +38440,10 @@ package:
     openssl: '>=3.4.0,<4.0a0'
     spdlog: '>=1.15.0,<1.16.0a0'
     zstd: '>=1.5.6,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.27.0-h8b1c461_7.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.27.0-hcd65521_8.conda
   hash:
-    md5: c929a575d2f06cc234c545a001dca40b
-    sha256: 2c6ed54a82133a4923cef888507db0cee3ebc4e5e1500b12a79bd99e86a664e7
+    md5: 0ad43018eb466acd8bc2e78517460ac6
+    sha256: eab682b89c74ba630e3ed4b9bbb2e51193e3844ae9ee943f0aed7edab49f435a
   category: main
   optional: false
 - name: tiledb
@@ -38520,7 +38452,7 @@ package:
   platform: linux-aarch64
   dependencies:
     aws-crt-cpp: '>=0.29.9,<0.29.10.0a0'
-    aws-sdk-cpp: '>=1.11.458,<1.11.459.0a0'
+    aws-sdk-cpp: '>=1.11.489,<1.11.490.0a0'
     azure-core-cpp: '>=1.14.0,<1.14.1.0a0'
     azure-identity-cpp: '>=1.10.0,<1.10.1.0a0'
     azure-storage-blobs-cpp: '>=12.13.0,<12.13.1.0a0'
@@ -38540,10 +38472,10 @@ package:
     openssl: '>=3.4.0,<4.0a0'
     spdlog: '>=1.15.0,<1.16.0a0'
     zstd: '>=1.5.6,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/tiledb-2.27.0-hd35f0c7_7.conda
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/tiledb-2.27.0-ha28c5f4_8.conda
   hash:
-    md5: 3ee19ef4994a59c4cbac0e5e21b2b594
-    sha256: 1ab5d495796d9ba740bcbc066d098fd80eabe6357757ce5f1dc501311f1ce654
+    md5: aa9f9943ed36ceb4d468d7220ef6e124
+    sha256: f7e46f2aeab0ef100530b6cd6311960b5f21ce3c454d5e1b5b7ebd8f92a15ad0
   category: main
   optional: false
 - name: tiledb
@@ -38553,7 +38485,7 @@ package:
   dependencies:
     __osx: '>=10.13'
     aws-crt-cpp: '>=0.29.9,<0.29.10.0a0'
-    aws-sdk-cpp: '>=1.11.458,<1.11.459.0a0'
+    aws-sdk-cpp: '>=1.11.489,<1.11.490.0a0'
     azure-core-cpp: '>=1.14.0,<1.14.1.0a0'
     azure-identity-cpp: '>=1.10.0,<1.10.1.0a0'
     azure-storage-blobs-cpp: '>=12.13.0,<12.13.1.0a0'
@@ -38572,10 +38504,10 @@ package:
     openssl: '>=3.4.0,<4.0a0'
     spdlog: '>=1.15.0,<1.16.0a0'
     zstd: '>=1.5.6,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-64/tiledb-2.27.0-ha8b477c_7.conda
+  url: https://conda.anaconda.org/conda-forge/osx-64/tiledb-2.27.0-h3ef417a_8.conda
   hash:
-    md5: 19cdd6a4918fd7db1d7bc8c2100ffbfc
-    sha256: f7541ff97b75b4c649e8abce3261aa9e116ff3df093766a8a41a93db90d55ce3
+    md5: f57e59454699f2bac441c605ad533d1f
+    sha256: 422d2fcf448a79c0caddeca9dcdc80cf754d16dcaf06a8bc35fe4457b091b592
   category: main
   optional: false
 - name: tiledb
@@ -38585,7 +38517,7 @@ package:
   dependencies:
     __osx: '>=11.0'
     aws-crt-cpp: '>=0.29.9,<0.29.10.0a0'
-    aws-sdk-cpp: '>=1.11.458,<1.11.459.0a0'
+    aws-sdk-cpp: '>=1.11.489,<1.11.490.0a0'
     azure-core-cpp: '>=1.14.0,<1.14.1.0a0'
     azure-identity-cpp: '>=1.10.0,<1.10.1.0a0'
     azure-storage-blobs-cpp: '>=12.13.0,<12.13.1.0a0'
@@ -38604,10 +38536,10 @@ package:
     openssl: '>=3.4.0,<4.0a0'
     spdlog: '>=1.15.0,<1.16.0a0'
     zstd: '>=1.5.6,<1.6.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.27.0-h83e235b_7.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.27.0-ha2afb6f_8.conda
   hash:
-    md5: ac8aa48d474f008b247e06f85c96b964
-    sha256: 950dccd71fbf8fdb8021550fc5a038c2fb4ac43bf3fb21c18b4d57b87f9ffe06
+    md5: d4d332e4cd77020f25d7e0da06a9c26b
+    sha256: c5e0aec39b1d46f58da8fc8cf94be07fdeaaba21dba48369a607da4d45f123ce
   category: main
   optional: false
 - name: tiledb-py
@@ -41657,10 +41589,10 @@ package:
     __cuda: ''
     py-xgboost: 2.1.3
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda118_pyh7984362_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda118_pyh7984362_2.conda
   hash:
-    md5: 62497d631cadf50e665fcab029dcb4bf
-    sha256: 7a59aeb90c489da74bca828028afab76975ee05c0ab8acf9c74c0fdfafb30901
+    md5: 22d4d64c907ff9815a83e0793fd3e7a1
+    sha256: 75e56a569d74e7173bb02db3e88032061498d69d0dad08537901e4f43876a25e
   category: main
   optional: false
 - name: xgboost
@@ -41671,10 +41603,10 @@ package:
     __cuda: ''
     python: '>=3.9'
     py-xgboost: 2.1.3
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda118_pyh7984362_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda118_pyh7984362_2.conda
   hash:
-    md5: 62497d631cadf50e665fcab029dcb4bf
-    sha256: 7a59aeb90c489da74bca828028afab76975ee05c0ab8acf9c74c0fdfafb30901
+    md5: 22d4d64c907ff9815a83e0793fd3e7a1
+    sha256: 75e56a569d74e7173bb02db3e88032061498d69d0dad08537901e4f43876a25e
   category: main
   optional: false
 - name: xgboost
@@ -41684,10 +41616,10 @@ package:
   dependencies:
     python: '>=3.9'
     py-xgboost: 2.1.3
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cpu_pyhc1a9e11_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cpu_pyhc1a9e11_2.conda
   hash:
-    md5: bc4d545da8d35a9283f789f31da50be7
-    sha256: 150affa120af01038a66a420498daa0f8c812de790178d66efad4276a7a6fa9b
+    md5: a63402e6d5a5d63e008be23ac748e7e9
+    sha256: 441e1ee1b6dab64603e8695ab0ddfd0f801ab566863c788f21b7e3fced8d6849
   category: main
   optional: false
 - name: xgboost
@@ -41697,10 +41629,10 @@ package:
   dependencies:
     python: '>=3.9'
     py-xgboost: 2.1.3
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cpu_pyhc1a9e11_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cpu_pyhc1a9e11_2.conda
   hash:
-    md5: bc4d545da8d35a9283f789f31da50be7
-    sha256: 150affa120af01038a66a420498daa0f8c812de790178d66efad4276a7a6fa9b
+    md5: a63402e6d5a5d63e008be23ac748e7e9
+    sha256: 441e1ee1b6dab64603e8695ab0ddfd0f801ab566863c788f21b7e3fced8d6849
   category: main
   optional: false
 - name: xgcm
diff --git a/pangeo-notebook/packages.txt b/pangeo-notebook/packages.txt
index dc2e73a4..21176d9e 100644
--- a/pangeo-notebook/packages.txt
+++ b/pangeo-notebook/packages.txt
@@ -5,7 +5,7 @@ _openmp_mutex==4.5
 _py-xgboost-mutex==2.0
 adlfs==2024.12.0
 affine==2.4.0
-aiobotocore==2.18.0
+aiobotocore==2.19.0
 aiohappyeyeballs==2.4.4
 aiohttp==3.11.11
 aioitertools==0.12.0
@@ -45,8 +45,8 @@ aws-c-s3==0.7.7
 aws-c-sdkutils==0.2.2
 aws-checksums==0.2.2
 aws-crt-cpp==0.29.9
-aws-sdk-cpp==1.11.458
-awscli==2.23.3
+aws-sdk-cpp==1.11.489
+awscli==2.23.4
 awscrt==0.23.4
 azure-core==1.32.0
 azure-core-cpp==1.14.0
@@ -66,8 +66,8 @@ blinker==1.9.0
 blosc==1.21.6
 bokeh==3.6.2
 boltons==24.0.0
-boto3==1.36.1
-botocore==1.36.1
+boto3==1.36.3
+botocore==1.36.3
 bottleneck==1.4.2
 bounded-pool-executor==0.0.3
 bqplot==0.12.43
@@ -115,9 +115,8 @@ cryptography==43.0.1
 cuda-version==11.8
 cycler==0.12.1
 cytoolz==1.0.1
-dask==2024.12.1
-dask-core==2024.12.1
-dask-expr==1.1.21
+dask==2025.1.0
+dask-core==2025.1.0
 dask-gateway==2024.1.0
 dask-geopandas==0.4.3
 dask-glm==0.3.2
@@ -131,7 +130,7 @@ decorator==5.1.1
 defusedxml==0.7.1
 deprecated==1.2.15
 descartes==1.1.0
-distributed==2024.12.1
+distributed==2025.1.0
 distro==1.8.0
 dnspython==2.7.0
 docopt-ng==0.9.0
@@ -496,8 +495,8 @@ pamela==1.2.0
 pandas==2.2.3
 pandocfilters==1.5.0
 panel==1.5.5
-pangeo-dask==2025.01.10
-pangeo-notebook==2025.01.10
+pangeo-dask==2025.01.24
+pangeo-notebook==2025.01.24
 pango==1.56.1
 parallelio==2.6.3
 param==2.2.0
diff --git a/pytorch-notebook/conda-linux-64.lock b/pytorch-notebook/conda-linux-64.lock
index adc7d700..442c3332 100644
--- a/pytorch-notebook/conda-linux-64.lock
+++ b/pytorch-notebook/conda-linux-64.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 7e909e17b5d80d8fa2e602819bae174cde258d60f9a18b6dea8ca5fabf90d4e4
+# input_hash: 31236459bda8ecaa8af343efd44b95358bd24bbb713ab62d23913312f1b8ab5e
 @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
@@ -146,7 +146,7 @@ https://conda.anaconda.org/conda-forge/linux-64/librttopo-1.1.0-h97f6797_17.cond
 https://conda.anaconda.org/conda-forge/linux-64/libthrift-0.21.0-h0e7cc3e_0.conda#dcb95c0a98ba9ff737f7ae482aef7833
 https://conda.anaconda.org/conda-forge/linux-64/libvorbis-1.3.7-h9c3ff4c_0.tar.bz2#309dec04b70a3cc0f1e84a4013683bc0
 https://conda.anaconda.org/conda-forge/linux-64/libvpx-1.14.1-hac33072_0.conda#cde393f461e0c169d9ffb2fc70f81c33
-https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_1.conda#9e8a965e85075ff8b7c6c8a350e8a778
+https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_2.conda#4ea763d33da0bad90e3e27dce5af680f
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda#d83c7c15149a5707ed2b10e6afc65b51
diff --git a/pytorch-notebook/conda-lock.yml b/pytorch-notebook/conda-lock.yml
index 9e90d24b..3710f7a9 100644
--- a/pytorch-notebook/conda-lock.yml
+++ b/pytorch-notebook/conda-lock.yml
@@ -13,7 +13,7 @@
 version: 1
 metadata:
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@@ -116,23 +116,23 @@ package:
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+  version: 2.19.0
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-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.18.0-pyhd8ed1ab_0.conda
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 - name: aiohappyeyeballs
@@ -269,15 +269,14 @@ package:
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   platform: linux-64
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-    ipywidgets: ''
-    psygnal: ''
+    ipywidgets: '>=7.6.0'
+    psygnal: '>=0.8.1'
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-    typing_extensions: ''
-    watchfiles: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/anywidget-0.9.13-pyhd8ed1ab_1.conda
+    typing_extensions: '>=4.2.0'
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   optional: false
 - name: aom
@@ -842,7 +841,7 @@ package:
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   optional: false
 - name: awscli
-  version: 2.23.3
+  version: 2.23.4
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   platform: linux-64
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@@ -860,10 +859,10 @@ package:
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     urllib3: '>=1.25.4,<1.27'
     zipp: <3.21.0
-  url: https://conda.anaconda.org/conda-forge/linux-64/awscli-2.23.3-py312h7900ff3_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/awscli-2.23.4-py312h7900ff3_0.conda
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   category: main
   optional: false
 - name: awscrt
@@ -1171,22 +1170,22 @@ package:
   category: main
   optional: false
 - name: boto3
-  version: 1.36.1
+  version: 1.36.3
   manager: conda
   platform: linux-64
   dependencies:
-    botocore: '>=1.36.1,<1.37.0'
+    botocore: '>=1.36.3,<1.37.0'
     jmespath: '>=0.7.1,<2.0.0'
     python: '>=3.9'
     s3transfer: '>=0.11.0,<0.12.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.36.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/boto3-1.36.3-pyhd8ed1ab_0.conda
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   category: main
   optional: false
 - name: botocore
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+  version: 1.36.3
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@@ -1194,10 +1193,10 @@ package:
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     python-dateutil: '>=2.1,<3.0.0'
     urllib3: '>=1.25.4,!=2.2.0,<3'
-  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.1-pyge310_1234567_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/botocore-1.36.3-pyge310_1234567_0.conda
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   optional: false
 - name: bottleneck
@@ -1978,29 +1977,28 @@ package:
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-  version: 2024.12.1
+  version: 2025.1.0
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   platform: linux-64
   dependencies:
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     cytoolz: '>=0.11.0'
-    dask-core: '>=2024.12.1,<2024.12.2.0a0'
-    dask-expr: '>=1.1,<1.2'
-    distributed: '>=2024.12.1,<2024.12.2.0a0'
+    dask-core: '>=2025.1.0,<2025.1.1.0a0'
+    distributed: '>=2025.1.0,<2025.1.1.0a0'
     jinja2: '>=2.10.3'
     lz4: '>=4.3.2'
     numpy: '>=1.24'
     pandas: '>=2.0'
     pyarrow: '>=14.0.1'
     python: '>=3.10'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-2024.12.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-2025.1.0-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: dask-core
-  version: 2024.12.1
+  version: 2025.1.0
   manager: conda
   platform: linux-64
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@@ -2013,25 +2011,10 @@ package:
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     pyyaml: '>=5.3.1'
     toolz: '>=0.10.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.12.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2025.1.0-pyhd8ed1ab_0.conda
   hash:
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-  category: main
-  optional: false
-- name: dask-expr
-  version: 1.1.21
-  manager: conda
-  platform: linux-64
-  dependencies:
-    dask-core: 2024.12.1
-    pandas: '>=2'
-    pyarrow: '>=14.0.1'
-    python: '>=3.10'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.1.21-pyhd8ed1ab_0.conda
-  hash:
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   category: main
   optional: false
 - name: dask-gateway
@@ -2274,14 +2257,14 @@ package:
   category: main
   optional: false
 - name: distributed
-  version: 2024.12.1
+  version: 2025.1.0
   manager: conda
   platform: linux-64
   dependencies:
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     cloudpickle: '>=3.0.0'
     cytoolz: '>=0.11.2'
-    dask-core: '>=2024.12.1,<2024.12.2.0a0'
+    dask-core: '>=2025.1.0,<2025.1.1.0a0'
     jinja2: '>=2.10.3'
     locket: '>=1.0.0'
     msgpack-python: '>=1.0.2'
@@ -2295,10 +2278,10 @@ package:
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     urllib3: '>=1.26.5'
     zict: '>=3.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2024.12.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/distributed-2025.1.0-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: distro
@@ -2640,20 +2623,20 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
+    python: ''
+    starlette: '>=0.40.0,<0.46.0'
+    typing_extensions: '>=4.8.0'
+    pydantic: '>=1.7.4,!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,!=2.1.0,<3.0.0'
     email_validator: '>=2.0.0'
     fastapi-cli: '>=0.0.5'
     httpx: '>=0.23.0'
-    jinja2: '>=2.11.2'
-    pydantic: '>=1.7.4,!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,!=2.1.0,<3.0.0'
-    python: '>=3.9'
-    python-multipart: '>=0.0.7'
-    starlette: '>=0.40.0,<0.46.0'
-    typing_extensions: '>=4.8.0'
+    jinja2: '>=3.1.5'
+    python-multipart: '>=0.0.18'
     uvicorn-standard: '>=0.12.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/fastapi-0.115.7-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/fastapi-0.115.7-pyh29332c3_1.conda
   hash:
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+    sha256: ac0c357b216e0b37d1a31af200548783d9e5a0413caaee92c5184dbef63b578e
   category: main
   optional: false
 - name: fastapi-cli
@@ -3061,10 +3044,10 @@ package:
     libgcc: '>=13'
     python: '>=3.12,<3.13.0a0'
     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h66e93f0_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py312h178313f_1.conda
   hash:
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   category: main
   optional: false
 - name: fsspec
@@ -7227,10 +7210,10 @@ package:
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     libstdcxx: '>=13'
     nccl: '>=2.24.3.1,<3.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.3-cuda126_hd5e3c9c_2.conda
   hash:
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   category: main
   optional: false
 - name: libxkbcommon
@@ -8644,21 +8627,21 @@ package:
   category: main
   optional: false
 - name: pangeo-dask
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-64
   dependencies:
-    dask: 2024.12.1.*
+    dask: 2025.1.0.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.12.1.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.10-hd8ed1ab_0.conda
+    distributed: 2025.1.0.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2025.01.24-hd8ed1ab_0.conda
   hash:
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-    sha256: 3d8010eff860034296b1d8383f8381b937e9f6c40996db6e10f72cb464057712
+    md5: 11187e7f7afb910dbb0e841c4a221258
+    sha256: 46372bbc0fc55ff790aa2a6b182f62b18e788643bc9e542876d0cfc17fbcef32
   category: main
   optional: false
 - name: pangeo-notebook
-  version: 2025.01.10
+  version: 2025.01.24
   manager: conda
   platform: linux-64
   dependencies:
@@ -8668,11 +8651,11 @@ package:
     jupyterhub-singleuser: 5.2.1.*
     jupyterlab: 4.3.4.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2025.1.10.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.10-hd8ed1ab_0.conda
+    pangeo-dask: 2025.1.24.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2025.01.24-hd8ed1ab_0.conda
   hash:
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-    sha256: f504a8ae63726870f57719065df099838d6f0541479c8530f1e9a7fcf1fac9fc
+    md5: d83c7c15149a5707ed2b10e6afc65b51
+    sha256: b02129441e8376f6ca9e926175b0be55ec6352ec5539f92ebd53ef3f9faee04d
   category: main
   optional: false
 - name: pango
@@ -9221,10 +9204,10 @@ package:
     python: '>=3.9'
     scikit-learn: ''
     scipy: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda126_pyh3ef1b53_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.3-cuda126_pyh3ef1b53_2.conda
   hash:
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-    sha256: ee2877229816b6de9acdc4a9269693a999a104358639a7cf47898865f5998b66
+    md5: 0ae0b1f21999a7462f02c9db3240d154
+    sha256: ef8dae7acdd8dcec0dd8b2a495743e954eae3eab8edb1c97425d0b636a69d336
   category: main
   optional: false
 - name: py2vega
@@ -12030,10 +12013,10 @@ package:
     __cuda: ''
     py-xgboost: 2.1.3
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda126_pyh68bd8d9_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.3-cuda126_pyh68bd8d9_2.conda
   hash:
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-    sha256: 29b406a578fc830c617e20d1b232b38c8e2ce90f9355bd24d407a524352ce20e
+    md5: 2e57ef26cda5b4cad0c0b24b7fcfa2ce
+    sha256: 2ca9f2959bb99f68f716e493e0abb866f1c4d1651f9c37cb52b4d22c57839238
   category: main
   optional: false
 - name: xgcm
diff --git a/pytorch-notebook/packages.txt b/pytorch-notebook/packages.txt
index 3bf425d3..d1aa17fe 100644
--- a/pytorch-notebook/packages.txt
+++ b/pytorch-notebook/packages.txt
@@ -7,7 +7,7 @@ adlfs==2024.12.0
 adwaita-icon-theme==47.0
 aenum==3.1.15
 affine==2.4.0
-aiobotocore==2.18.0
+aiobotocore==2.19.0
 aiohappyeyeballs==2.4.4
 aiohttp==3.11.11
 aioitertools==0.12.0
@@ -53,7 +53,7 @@ aws-c-sdkutils==0.2.1
 aws-checksums==0.2.2
 aws-crt-cpp==0.29.7
 aws-sdk-cpp==1.11.458
-awscli==2.23.3
+awscli==2.23.4
 awscrt==0.23.4
 azure-core==1.32.0
 azure-core-cpp==1.14.0
@@ -73,8 +73,8 @@ blinker==1.9.0
 blosc==1.21.6
 bokeh==3.6.2
 boltons==24.0.0
-boto3==1.36.1
-botocore==1.36.1
+boto3==1.36.3
+botocore==1.36.3
 bottleneck==1.4.2
 bounded-pool-executor==0.0.3
 bqplot==0.12.43
@@ -128,9 +128,8 @@ cuda-version==12.6
 cudnn==9.3.0.75
 cycler==0.12.1
 cytoolz==1.0.1
-dask==2024.12.1
-dask-core==2024.12.1
-dask-expr==1.1.21
+dask==2025.1.0
+dask-core==2025.1.0
 dask-gateway==2024.1.0
 dask-geopandas==0.4.3
 dask-glm==0.3.2
@@ -146,7 +145,7 @@ decorator==5.1.1
 defusedxml==0.7.1
 deprecated==1.2.15
 descartes==1.1.0
-distributed==2024.12.1
+distributed==2025.1.0
 distro==1.8.0
 dnspython==2.7.0
 docopt-ng==0.9.0
@@ -547,8 +546,8 @@ pamela==1.2.0
 pandas==2.2.3
 pandocfilters==1.5.0
 panel==1.5.5
-pangeo-dask==2025.01.10
-pangeo-notebook==2025.01.10
+pangeo-dask==2025.01.24
+pangeo-notebook==2025.01.24
 pango==1.56.1
 param==2.2.0
 parso==0.8.4