From 6ffa5db7af9fa6192e65ae119ebe4ed6f9453fc8 Mon Sep 17 00:00:00 2001
From: Jay Qi <2721979+jayqi@users.noreply.github.com>
Date: Tue, 19 Dec 2023 11:48:10 -0500
Subject: [PATCH] Add r-pls and r-kernlab

Co-authored-by: Jay Qi <jayqi@users.noreply.github.com>
---
 CHANGELOG.md                 |   6 ++
 runtime/conda-lock-cpu.yml   | 120 +++++++++++++++++++++--------------
 runtime/conda-lock-gpu.yml   | 120 +++++++++++++++++++++--------------
 runtime/environment-cpu.lock |  26 ++++----
 runtime/environment-cpu.yml  |   2 +
 runtime/environment-gpu.lock |  26 ++++----
 runtime/environment-gpu.yml  |   2 +
 7 files changed, 186 insertions(+), 116 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3aacdea..da9ec22 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,11 @@
 # Changelog
 
+## December 19, 2023
+
+- Added the following R dependencies to the runtime image:
+    - r-pls v2.8
+    - r-kernlab v0.9
+
 ## December 14, 2023 (2)
 
 - Added instructions to README and updated file manifests for the following two data sources:
diff --git a/runtime/conda-lock-cpu.yml b/runtime/conda-lock-cpu.yml
index 1b15e43..8a801ac 100644
--- a/runtime/conda-lock-cpu.yml
+++ b/runtime/conda-lock-cpu.yml
@@ -13,7 +13,7 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: 7fadb5c9ecdbfdb47167569bd60fbd2e45f4c21befd4c610ef70dd2fe3953564
+    linux-64: cdaa44239f6679f8e9eb0415295b4e1542223b65225eb1d5bc0c02262bd1d28c
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -122,14 +122,14 @@ package:
   category: main
   optional: false
 - name: libboost-headers
-  version: 1.83.0
+  version: 1.84.0
   manager: conda
   platform: linux-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/linux-64/libboost-headers-1.83.0-ha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libboost-headers-1.84.0-ha770c72_0.conda
   hash:
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-    sha256: aaa194e8b7ba401e6507a2f6dc0714d2f8f5a9951f8be18b96c250b0a1175982
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+    sha256: f6a6eb40a33b32eaab5d9ab36567b126f54c0b2112fe53131cf7b55afff2d0d9
   category: main
   optional: false
 - name: libgcc-devel_linux-64
@@ -324,15 +324,15 @@ package:
   category: main
   optional: false
 - name: c-ares
-  version: 1.23.0
+  version: 1.24.0
   manager: conda
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.23.0-hd590300_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.24.0-hd590300_0.conda
   hash:
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-    sha256: 6b0eee827bade11c2964a05867499a50ad2a9d1b14dfe18fb867a3bc9357f56f
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+    sha256: b68b0611d1c9d0222b56d5fe3d634e7a26979c3aef30f5f48b1593e7249e8f7a
   category: main
   optional: false
 - name: flatbuffers
@@ -603,10 +603,10 @@ package:
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_2.conda
   hash:
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-    sha256: a9364735ef2542558ed59aa5f404707dab674df465cbdf312edeaf5e827b55ed
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   category: main
   optional: false
 - name: libjpeg-turbo
@@ -1847,7 +1847,7 @@ package:
   category: main
   optional: false
 - name: nss
-  version: '3.95'
+  version: '3.96'
   manager: conda
   platform: linux-64
   dependencies:
@@ -1857,10 +1857,10 @@ package:
     libstdcxx-ng: '>=12'
     libzlib: '>=1.2.13,<1.3.0a0'
     nspr: '>=4.35,<5.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.95-h1d7d5a4_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.96-h1d7d5a4_0.conda
   hash:
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   category: main
   optional: false
 - name: orc
@@ -2249,17 +2249,17 @@ package:
   category: main
   optional: false
 - name: frozenlist
-  version: 1.4.0
+  version: 1.4.1
   manager: conda
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
     python: '>=3.10,<3.11.0a0'
     python_abi: 3.10.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.0-py310h2372a71_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.1-py310h2372a71_0.conda
   hash:
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-    sha256: cd1e59ceac047d9f692bb7cc2a6a6e2356a7d3db660b076b4afb19d35db2fd02
+    md5: f20cd4d9c1f4a8377d0818c819918bbb
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   category: main
   optional: false
 - name: fsspec
@@ -3261,7 +3261,7 @@ package:
   category: main
   optional: false
 - name: fonttools
-  version: 4.46.0
+  version: 4.47.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -3271,10 +3271,10 @@ package:
     python: '>=3.10,<3.11.0a0'
     python_abi: 3.10.*
     unicodedata2: '>=14.0.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.46.0-py310h2372a71_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.47.0-py310h2372a71_0.conda
   hash:
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-    sha256: 48682fe7bc12bae520dd67b3d6a84acdac52488d75278d91be62b266c8bb3c91
+    md5: 27df6604157a2a9e782cbe720f752cf5
+    sha256: 468904105e134301032749de8bf613a5cbc61d4de51bce25524716b6386885a4
   category: main
   optional: false
 - name: google-pasta
@@ -3500,17 +3500,17 @@ package:
   category: main
   optional: false
 - name: pip
-  version: 23.3.1
+  version: 23.3.2
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.7'
     setuptools: ''
     wheel: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 2400c0b86889f43aa52067161e1fb108
-    sha256: 435829a03e1c6009f013f29bb83de8b876c388820bf8cf69a7baeec25f6a3563
+    md5: 8591c748f98dcc02253003533bc2e4b1
+    sha256: 29096d1d53c61aeef518729add2f405df86b3629d1d738a35b15095e6a02eeed
   category: main
   optional: false
 - name: plotly
@@ -4165,7 +4165,7 @@ package:
   category: main
   optional: false
 - name: dask-core
-  version: 2023.12.0
+  version: 2023.12.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -4178,10 +4178,10 @@ package:
     python: '>=3.9'
     pyyaml: '>=5.3.1'
     toolz: '>=0.10.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.1-pyhd8ed1ab_0.conda
   hash:
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-    sha256: e366163aa7325d14ca38ca72ca4672eeb4b7a7453573c47cfa90d0db60136b48
+    md5: bf6ad72d882bc3f04e6a0fb50fd2cce8
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   category: main
   optional: false
 - name: folium
@@ -4588,12 +4588,12 @@ package:
   category: main
   optional: false
 - name: eccodes
-  version: 2.32.1
+  version: 2.33.0
   manager: conda
   platform: linux-64
   dependencies:
-    hdf5: '>=1.14.2,<1.14.4.0a0'
-    jasper: '>=4.0.0,<5.0a0'
+    hdf5: '>=1.14.3,<1.14.4.0a0'
+    jasper: '>=4.1.0,<5.0a0'
     libaec: '>=1.1.2,<2.0a0'
     libgcc-ng: '>=12'
     libgfortran-ng: ''
@@ -4602,10 +4602,10 @@ package:
     libpng: '>=1.6.39,<1.7.0a0'
     libstdcxx-ng: '>=12'
     libzlib: '>=1.2.13,<1.3.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.32.1-h35c6de3_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.33.0-he84ddb8_0.conda
   hash:
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-    sha256: b42b30e23e68af497154599e729af75b01f3c0501d8e0660842c2fd144a3c8d0
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+    sha256: 7ecc3f6cd397ac07222394c77ff6d1ff933a8a277eb88672476cafc872e1bfcd
   category: main
   optional: false
 - name: esmf
@@ -5731,6 +5731,22 @@ package:
     sha256: b80e49e3e1317ce75406f49eba8c8b9f2fb28df8bc612ba915c511c154c1408e
   category: main
   optional: false
+- name: r-kernlab
+  version: '0.9_32'
+  manager: conda
+  platform: linux-64
+  dependencies:
+    libblas: '>=3.9.0,<4.0a0'
+    libgcc-ng: '>=12'
+    liblapack: '>=3.9.0,<4.0a0'
+    libstdcxx-ng: '>=12'
+    r-base: '>=4.3,<4.4.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/r-kernlab-0.9_32-r43h08d816e_1.conda
+  hash:
+    md5: 7415075b4fd84dd98f4b77b849d7ba83
+    sha256: 7216941a8e34c24274e584a8bddd36ac1d7031cabbc916fd9dbde0bfe6430e06
+  category: main
+  optional: false
 - name: r-kernsmooth
   version: '2.23_22'
   manager: conda
@@ -5961,6 +5977,18 @@ package:
     sha256: 1386c1a64451fd3220333f7cdad77c8baa797800cec3d9819e8c4b715559c979
   category: main
   optional: false
+- name: r-pls
+  version: '2.8_3'
+  manager: conda
+  platform: linux-64
+  dependencies:
+    r-base: '>=4.3,<4.4.0a0'
+  url: https://conda.anaconda.org/conda-forge/noarch/r-pls-2.8_3-r43hc72bb7e_0.conda
+  hash:
+    md5: 75555b0ba3d2ab73323227d1b73de710
+    sha256: 3051557694aa04581217029947374241c3e7e3307ae40d7849ac334f30f05f71
+  category: main
+  optional: false
 - name: r-proxy
   version: '0.4_27'
   manager: conda
@@ -6186,15 +6214,15 @@ package:
   category: main
   optional: false
 - name: r-timedate
-  version: '4022.108'
+  version: '4032.109'
   manager: conda
   platform: linux-64
   dependencies:
     r-base: '>=4.3,<4.4.0a0'
-  url: https://conda.anaconda.org/conda-forge/noarch/r-timedate-4022.108-r43hc72bb7e_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/r-timedate-4032.109-r43hc72bb7e_0.conda
   hash:
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   category: main
   optional: false
 - name: r-ucminf
@@ -6494,7 +6522,7 @@ package:
   category: main
   optional: false
 - name: r-emmeans
-  version: 1.8.9
+  version: 1.9.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -6503,10 +6531,10 @@ package:
     r-mvtnorm: ''
     r-numderiv: ''
     r-xtable: '>=1.8_2'
-  url: https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.8.9-r43hc72bb7e_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.9.0-r43hc72bb7e_0.conda
   hash:
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+    sha256: a7c085e6585c8c50a948fe46fc9faeff5c03c8661559ad445398df6eb8a5677e
   category: main
   optional: false
 - name: r-foreach
diff --git a/runtime/conda-lock-gpu.yml b/runtime/conda-lock-gpu.yml
index 4e80702..0742173 100644
--- a/runtime/conda-lock-gpu.yml
+++ b/runtime/conda-lock-gpu.yml
@@ -13,7 +13,7 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: 8053d861b5319d72c02d2e34695575d534f57322b0ec44b918bc7333b0b19f2b
+    linux-64: 812920f48266bd9b77cedc7a50abd8d9f50c03611d7829656e41bd0ef028c79f
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -133,14 +133,14 @@ package:
   category: main
   optional: false
 - name: libboost-headers
-  version: 1.83.0
+  version: 1.84.0
   manager: conda
   platform: linux-64
   dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/linux-64/libboost-headers-1.83.0-ha770c72_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libboost-headers-1.84.0-ha770c72_0.conda
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   category: main
   optional: false
 - name: libgcc-devel_linux-64
@@ -335,15 +335,15 @@ package:
   category: main
   optional: false
 - name: c-ares
-  version: 1.23.0
+  version: 1.24.0
   manager: conda
   platform: linux-64
   dependencies:
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.23.0-hd590300_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.24.0-hd590300_0.conda
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   category: main
   optional: false
 - name: cudatoolkit
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   dependencies:
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_2.conda
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   category: main
   optional: false
 - name: libjpeg-turbo
@@ -1916,7 +1916,7 @@ package:
   category: main
   optional: false
 - name: nss
-  version: '3.95'
+  version: '3.96'
   manager: conda
   platform: linux-64
   dependencies:
@@ -1926,10 +1926,10 @@ package:
     libstdcxx-ng: '>=12'
     libzlib: '>=1.2.13,<1.3.0a0'
     nspr: '>=4.35,<5.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.95-h1d7d5a4_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.96-h1d7d5a4_0.conda
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-  version: 1.4.0
+  version: 1.4.1
   manager: conda
   platform: linux-64
   dependencies:
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     python: '>=3.10,<3.11.0a0'
     python_abi: 3.10.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.0-py310h2372a71_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.1-py310h2372a71_0.conda
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   category: main
   optional: false
 - name: fonttools
-  version: 4.46.0
+  version: 4.47.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -3340,10 +3340,10 @@ package:
     python: '>=3.10,<3.11.0a0'
     python_abi: 3.10.*
     unicodedata2: '>=14.0.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.46.0-py310h2372a71_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.47.0-py310h2372a71_0.conda
   hash:
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   category: main
   optional: false
 - name: google-pasta
@@ -3569,17 +3569,17 @@ package:
   category: main
   optional: false
 - name: pip
-  version: 23.3.1
+  version: 23.3.2
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.7'
     setuptools: ''
     wheel: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 2400c0b86889f43aa52067161e1fb108
-    sha256: 435829a03e1c6009f013f29bb83de8b876c388820bf8cf69a7baeec25f6a3563
+    md5: 8591c748f98dcc02253003533bc2e4b1
+    sha256: 29096d1d53c61aeef518729add2f405df86b3629d1d738a35b15095e6a02eeed
   category: main
   optional: false
 - name: plotly
@@ -4252,7 +4252,7 @@ package:
   category: main
   optional: false
 - name: dask-core
-  version: 2023.12.0
+  version: 2023.12.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -4265,10 +4265,10 @@ package:
     python: '>=3.9'
     pyyaml: '>=5.3.1'
     toolz: '>=0.10.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.1-pyhd8ed1ab_0.conda
   hash:
-    md5: 95eae0785aed72998493140dc0115382
-    sha256: e366163aa7325d14ca38ca72ca4672eeb4b7a7453573c47cfa90d0db60136b48
+    md5: bf6ad72d882bc3f04e6a0fb50fd2cce8
+    sha256: 1989a18f967755ae6babb7c86c7f43ede1d3fc72568c694215fc8bd97a46d6c6
   category: main
   optional: false
 - name: folium
@@ -4683,12 +4683,12 @@ package:
   category: main
   optional: false
 - name: eccodes
-  version: 2.32.1
+  version: 2.33.0
   manager: conda
   platform: linux-64
   dependencies:
-    hdf5: '>=1.14.2,<1.14.4.0a0'
-    jasper: '>=4.0.0,<5.0a0'
+    hdf5: '>=1.14.3,<1.14.4.0a0'
+    jasper: '>=4.1.0,<5.0a0'
     libaec: '>=1.1.2,<2.0a0'
     libgcc-ng: '>=12'
     libgfortran-ng: ''
@@ -4697,10 +4697,10 @@ package:
     libpng: '>=1.6.39,<1.7.0a0'
     libstdcxx-ng: '>=12'
     libzlib: '>=1.2.13,<1.3.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.32.1-h35c6de3_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.33.0-he84ddb8_0.conda
   hash:
-    md5: 09d044f9206700e021916675a16d1e4d
-    sha256: b42b30e23e68af497154599e729af75b01f3c0501d8e0660842c2fd144a3c8d0
+    md5: 41dfb7e5326466a1622fed133d50b61c
+    sha256: 7ecc3f6cd397ac07222394c77ff6d1ff933a8a277eb88672476cafc872e1bfcd
   category: main
   optional: false
 - name: esmf
@@ -5826,6 +5826,22 @@ package:
     sha256: b80e49e3e1317ce75406f49eba8c8b9f2fb28df8bc612ba915c511c154c1408e
   category: main
   optional: false
+- name: r-kernlab
+  version: '0.9_32'
+  manager: conda
+  platform: linux-64
+  dependencies:
+    libblas: '>=3.9.0,<4.0a0'
+    libgcc-ng: '>=12'
+    liblapack: '>=3.9.0,<4.0a0'
+    libstdcxx-ng: '>=12'
+    r-base: '>=4.3,<4.4.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/r-kernlab-0.9_32-r43h08d816e_1.conda
+  hash:
+    md5: 7415075b4fd84dd98f4b77b849d7ba83
+    sha256: 7216941a8e34c24274e584a8bddd36ac1d7031cabbc916fd9dbde0bfe6430e06
+  category: main
+  optional: false
 - name: r-kernsmooth
   version: '2.23_22'
   manager: conda
@@ -6056,6 +6072,18 @@ package:
     sha256: 1386c1a64451fd3220333f7cdad77c8baa797800cec3d9819e8c4b715559c979
   category: main
   optional: false
+- name: r-pls
+  version: '2.8_3'
+  manager: conda
+  platform: linux-64
+  dependencies:
+    r-base: '>=4.3,<4.4.0a0'
+  url: https://conda.anaconda.org/conda-forge/noarch/r-pls-2.8_3-r43hc72bb7e_0.conda
+  hash:
+    md5: 75555b0ba3d2ab73323227d1b73de710
+    sha256: 3051557694aa04581217029947374241c3e7e3307ae40d7849ac334f30f05f71
+  category: main
+  optional: false
 - name: r-proxy
   version: '0.4_27'
   manager: conda
@@ -6281,15 +6309,15 @@ package:
   category: main
   optional: false
 - name: r-timedate
-  version: '4022.108'
+  version: '4032.109'
   manager: conda
   platform: linux-64
   dependencies:
     r-base: '>=4.3,<4.4.0a0'
-  url: https://conda.anaconda.org/conda-forge/noarch/r-timedate-4022.108-r43hc72bb7e_1.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/r-timedate-4032.109-r43hc72bb7e_0.conda
   hash:
-    md5: 219b56a657304d5f4002f2ecb312167b
-    sha256: 684b8521554fa371b11609095a6bf57c120e063e4c53ee2ba18faaae5317beab
+    md5: 9d896d7a1733903a585c57c715847608
+    sha256: 95c764bd99f243f01b2dfe1da27e67d37c179ac382d8890785574ffe3112a5ab
   category: main
   optional: false
 - name: r-ucminf
@@ -6589,7 +6617,7 @@ package:
   category: main
   optional: false
 - name: r-emmeans
-  version: 1.8.9
+  version: 1.9.0
   manager: conda
   platform: linux-64
   dependencies:
@@ -6598,10 +6626,10 @@ package:
     r-mvtnorm: ''
     r-numderiv: ''
     r-xtable: '>=1.8_2'
-  url: https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.8.9-r43hc72bb7e_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.9.0-r43hc72bb7e_0.conda
   hash:
-    md5: 03ae612f3d101e0f30bdd6564bf1a07b
-    sha256: 85da3167ab5aa826ea5bf5105ceb3dd6d93e624556e8afc2ef2c5df2cc8d36fb
+    md5: 7f3b9ce173918482496ca5ea48de0a29
+    sha256: a7c085e6585c8c50a948fe46fc9faeff5c03c8661559ad445398df6eb8a5677e
   category: main
   optional: false
 - name: r-foreach
diff --git a/runtime/environment-cpu.lock b/runtime/environment-cpu.lock
index e0faac9..1e3da99 100644
--- a/runtime/environment-cpu.lock
+++ b/runtime/environment-cpu.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 7fadb5c9ecdbfdb47167569bd60fbd2e45f4c21befd4c610ef70dd2fe3953564
+# input_hash: cdaa44239f6679f8e9eb0415295b4e1542223b65225eb1d5bc0c02262bd1d28c
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/noarch/_r-mutex-1.0.1-anacondar_1.tar.bz2#19f9db5f4f1b7f5ef5f6d67207f25f38
@@ -11,7 +11,7 @@ https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_1.conda#6185f640c43843e5ad6fd1c5372c3f80
 https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-2.6.32-he073ed8_16.conda#7ca122655873935e02c91279c5b03c8c
 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-1.83.0-ha770c72_0.conda#1fc57b3ba24d18cc75f431d7feb2c785
+https://conda.anaconda.org/conda-forge/linux-64/libboost-headers-1.84.0-ha770c72_0.conda#9c595e87653a36aa4d8c71b4e2f7e586
 https://conda.anaconda.org/conda-forge/noarch/libgcc-devel_linux-64-13.2.0-ha9c7c90_103.conda#db8cd1a871a07404d94f7dcc78c21a61
 https://conda.anaconda.org/conda-forge/noarch/libstdcxx-devel_linux-64-13.2.0-ha9c7c90_103.conda#46947f93254fdedc5ae0725b11ca3610
 https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-13.2.0-h7e041cc_3.conda#937eaed008f6bf2191c5fe76f87755e9
@@ -28,7 +28,7 @@ https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_kmp_llvm.tar
 https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_3.conda#23fdf1fef05baeb7eadc2aed5fb0011f
 https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.0-hd590300_0.conda#71b89db63b5b504e7afc8ad901172e1e
 https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hd590300_5.conda#69b8b6202a07720f448be700e300ccf4
-https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.23.0-hd590300_0.conda#d459949bc10f64dee1595c176c2e6291
+https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.24.0-hd590300_0.conda#f5842b88e9cbfa177abfaeacd457a45d
 https://conda.anaconda.org/conda-forge/linux-64/flatbuffers-23.5.26-h59595ed_1.conda#913a1c6fd00b66f33392a129e835ceca
 https://conda.anaconda.org/conda-forge/linux-64/fribidi-1.0.10-h36c2ea0_0.tar.bz2#ac7bc6a654f8f41b352b38f4051135f8
 https://conda.anaconda.org/conda-forge/linux-64/geos-3.12.0-h59595ed_0.conda#3fdf79ef322c8379ae83be491d805369
@@ -50,7 +50,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda#172b
 https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
 https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2#d645c6d2ac96843a2bfaccd2d62b3ac3
 https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-13.2.0-ha4646dd_3.conda#c714d905cdfa0e70200f68b80cc04764
-https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_1.conda#4b06b43d0eca61db2899e4d7a289c302
+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/libnsl-2.0.1-hd590300_0.conda#30fd6e37fe21f86f4bd26d6ee73eeec7
 https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda#28bfe2cb11357ccc5be21101a6b7ce86
@@ -141,7 +141,7 @@ https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-17.0.6-h4dfa4b3_0.co
 https://conda.anaconda.org/conda-forge/linux-64/minizip-4.0.3-h0ab5242_0.conda#3f9b5f4400be3cee11b426a8cd653b7c
 https://conda.anaconda.org/conda-forge/linux-64/mpc-1.3.1-hfe3b2da_0.conda#289c71e83dc0daa7d4c81f04180778ca
 https://conda.anaconda.org/conda-forge/linux-64/mpich-4.1.2-h846660c_100.conda#730edd1a750c573e78a17e76debc4d41
-https://conda.anaconda.org/conda-forge/linux-64/nss-3.95-h1d7d5a4_0.conda#d3a8067adcc45a923f4b1987c91d69da
+https://conda.anaconda.org/conda-forge/linux-64/nss-3.96-h1d7d5a4_0.conda#1c8f8b8eb041ecd54053fc4b6ad57957
 https://conda.anaconda.org/conda-forge/linux-64/orc-1.9.0-h2f23424_1.conda#9571eb3eb0f7fe8b59956a7786babbcd
 https://conda.anaconda.org/conda-forge/linux-64/pandoc-3.1.3-h32600fe_0.conda#8287aeb8462e2d4b235eff788e75919d
 https://conda.anaconda.org/conda-forge/linux-64/python-3.10.13-hd12c33a_0_cpython.conda#f3a8c32aa764c3e7188b4b810fc9d6ce
@@ -169,7 +169,7 @@ https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhd8ed1ab_0.conda#5
 https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.2.0-pyhd8ed1ab_0.conda#f6c211fee3c98229652b60a9a42ef363
 https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.14.2-h14ed4e7_0.conda#0f69b688f52ff6da70bccb7ff7001d1d
 https://conda.anaconda.org/conda-forge/linux-64/freexl-2.0.0-h743c826_0.conda#12e6988845706b2cfbc3bc35c9a61a95
-https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.0-py310h2372a71_1.conda#c7b2865e86782925a872c8598b760c08
+https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.1-py310h2372a71_0.conda#f20cd4d9c1f4a8377d0818c819918bbb
 https://conda.anaconda.org/conda-forge/noarch/fsspec-2023.12.2-pyhca7485f_0.conda#bf40f2a8835b78b1f91083d306b493d2
 https://conda.anaconda.org/conda-forge/noarch/gast-0.5.4-pyhd8ed1ab_0.conda#8189adbad784030b76bbf81c68d7b0d4
 https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.42.10-h829c605_4.conda#252a696860674caf7a855e16f680d63a
@@ -243,7 +243,7 @@ https://conda.anaconda.org/conda-forge/linux-64/cfitsio-4.3.0-hbdc6101_0.conda#7
 https://conda.anaconda.org/conda-forge/noarch/click-plugins-1.1.1-py_0.tar.bz2#4fd2c6b53934bd7d96d1f3fdaf99b79f
 https://conda.anaconda.org/conda-forge/noarch/cligj-0.7.2-pyhd8ed1ab_1.tar.bz2#a29b7c141d6b2de4bb67788a5f107734
 https://conda.anaconda.org/conda-forge/linux-64/curl-8.5.0-hca28451_0.conda#e5e83fb15e752dbc8f54c4ac7da7d0f1
-https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.46.0-py310h2372a71_0.conda#3c0109417cbcdabfed289360886b036d
+https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.47.0-py310h2372a71_0.conda#27df6604157a2a9e782cbe720f752cf5
 https://conda.anaconda.org/conda-forge/noarch/google-pasta-0.2.0-pyh8c360ce_0.tar.bz2#26e27d7d3d7fe2336b543dd8e0f12cbf
 https://conda.anaconda.org/conda-forge/linux-64/hdf5-1.14.3-mpi_mpich_ha2c2bf8_0.conda#12662900b822f215d6f3d86a188824c9
 https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.0-pyha770c72_0.conda#a941237cd06538837b25cd245fcd25d8
@@ -258,7 +258,7 @@ https://conda.anaconda.org/conda-forge/noarch/lightning-utilities-0.10.0-pyhd8ed
 https://conda.anaconda.org/conda-forge/linux-64/mkl-2022.2.1-h84fe81f_16997.conda#a7ce56d5757f5b57e7daabe703ade5bb
 https://conda.anaconda.org/conda-forge/noarch/partd-1.4.1-pyhd8ed1ab_0.conda#acf4b7c0bcd5fa3b0e05801c4d2accd6
 https://conda.anaconda.org/conda-forge/linux-64/pillow-10.1.0-py310h01dd4db_0.conda#95d87a906d88b5824d7d36eeef091dba
-https://conda.anaconda.org/conda-forge/noarch/pip-23.3.1-pyhd8ed1ab_0.conda#2400c0b86889f43aa52067161e1fb108
+https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda#8591c748f98dcc02253003533bc2e4b1
 https://conda.anaconda.org/conda-forge/noarch/plotly-5.18.0-pyhd8ed1ab_0.conda#9f6a8664f1fe752f79473eeb9bf33a60
 https://conda.anaconda.org/conda-forge/linux-64/postgresql-16.1-h8972f4a_7.conda#672069c684190f10e5a9bbb5b10d82bb
 https://conda.anaconda.org/conda-forge/linux-64/proj-9.3.0-h1d62c97_2.conda#b5e57a0c643da391bef850922963eece
@@ -299,7 +299,7 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-crt-cpp-0.21.0-hb942446_5.co
 https://conda.anaconda.org/conda-forge/noarch/cdsapi-0.6.1-pyhd8ed1ab_0.conda#454ed214cec806066097ae245a409171
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 https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.2.0-py310hd41b1e2_0.conda#85d2aaa7af046528d339da1e813c3a9f
-https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.0-pyhd8ed1ab_0.conda#95eae0785aed72998493140dc0115382
+https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.1-pyhd8ed1ab_0.conda#bf6ad72d882bc3f04e6a0fb50fd2cce8
 https://conda.anaconda.org/conda-forge/noarch/folium-0.15.1-pyhd8ed1ab_0.conda#4fdfc338f6fb875b1078a7e20dbc99e2
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 https://conda.anaconda.org/conda-forge/linux-64/jasper-4.1.0-he6dfbbe_0.conda#548cd4a0a160a7c89f10352ab53bfe90
@@ -322,7 +322,7 @@ https://conda.anaconda.org/conda-forge/linux-64/shapely-2.0.2-py310h7dcad9a_0.co
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 https://conda.anaconda.org/conda-forge/noarch/dataretrieval-1.0.6-pyhd8ed1ab_0.conda#cdcdd4fb886211b8b3e8a11357c85b7c
-https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.32.1-h35c6de3_0.conda#09d044f9206700e021916675a16d1e4d
+https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.33.0-he84ddb8_0.conda#41dfb7e5326466a1622fed133d50b61c
 https://conda.anaconda.org/conda-forge/linux-64/esmf-8.4.2-mpi_mpich_h2a0de38_103.conda#fd129fb34d1d5abc348b0faebbeb6513
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@@ -391,6 +391,7 @@ https://conda.anaconda.org/conda-forge/linux-64/r-gower-1.0.1-r43h57805ef_1.cond
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 https://conda.anaconda.org/conda-forge/noarch/r-iterators-1.0.14-r43hc72bb7e_2.conda#5f0c56c25fafdfde7acaf0f332f24195
 https://conda.anaconda.org/conda-forge/linux-64/r-jsonlite-1.8.8-r43h57805ef_0.conda#fb01953d78a87de6211b1ebccafed273
+https://conda.anaconda.org/conda-forge/linux-64/r-kernlab-0.9_32-r43h08d816e_1.conda#7415075b4fd84dd98f4b77b849d7ba83
 https://conda.anaconda.org/conda-forge/linux-64/r-kernsmooth-2.23_22-r43h13b3f57_0.conda#d0b0a94110edd9b36dd4203bcd189f8b
 https://conda.anaconda.org/conda-forge/noarch/r-labeling-0.4.3-r43hc72bb7e_0.conda#8d5f7d07433437c48c1c497ec8c77aec
 https://conda.anaconda.org/conda-forge/linux-64/r-lattice-0.22_5-r43h57805ef_0.conda#52bf3ca46933503df0c763469c130b70
@@ -408,6 +409,7 @@ https://conda.anaconda.org/conda-forge/noarch/r-numderiv-2016.8_1.1-r43hc72bb7e_
 https://conda.anaconda.org/conda-forge/linux-64/r-pan-1.9-r43h61816a4_0.conda#db6e1f991b075b40ecee900cc05fc0c1
 https://conda.anaconda.org/conda-forge/noarch/r-parallelly-1.36.0-r43hc72bb7e_1.conda#eb1ea4be46ac3291292dde702b97624b
 https://conda.anaconda.org/conda-forge/noarch/r-pkgconfig-2.0.3-r43hc72bb7e_3.conda#8978eef741fffaa48be070693a17f42f
+https://conda.anaconda.org/conda-forge/noarch/r-pls-2.8_3-r43hc72bb7e_0.conda#75555b0ba3d2ab73323227d1b73de710
 https://conda.anaconda.org/conda-forge/linux-64/r-proxy-0.4_27-r43h57805ef_2.conda#742133e20563c7321e9d0cbd7e7102c7
 https://conda.anaconda.org/conda-forge/noarch/r-r.methodss3-1.8.2-r43hc72bb7e_2.conda#e6976d24b97b9cdcb9a74ac55495f404
 https://conda.anaconda.org/conda-forge/noarch/r-r6-2.5.1-r43hc72bb7e_2.conda#79f167972554dc6b65aa099cd85c22a1
@@ -425,7 +427,7 @@ https://conda.anaconda.org/conda-forge/noarch/r-squarem-2021.1-r43hc72bb7e_2.con
 https://conda.anaconda.org/conda-forge/linux-64/r-statmod-1.5.0-r43hd8f1df9_1.conda#fa847df4bd5f17743b25de6b404fc3f2
 https://conda.anaconda.org/conda-forge/linux-64/r-stringi-1.8.3-r43h9facbd6_0.conda#b39b29e195407633de68288a3c0ca54d
 https://conda.anaconda.org/conda-forge/linux-64/r-sys-3.4.2-r43h57805ef_1.conda#ae6e4dd935d9c91064cbca07d2769d75
-https://conda.anaconda.org/conda-forge/noarch/r-timedate-4022.108-r43hc72bb7e_1.conda#219b56a657304d5f4002f2ecb312167b
+https://conda.anaconda.org/conda-forge/noarch/r-timedate-4032.109-r43hc72bb7e_0.conda#9d896d7a1733903a585c57c715847608
 https://conda.anaconda.org/conda-forge/linux-64/r-ucminf-1.2.1-r43h61816a4_0.conda#8e77baee57a3a4b20b9435a8c48c0b0e
 https://conda.anaconda.org/conda-forge/linux-64/r-utf8-1.2.4-r43h57805ef_0.conda#d228498392dce22d3fe6266554498493
 https://conda.anaconda.org/conda-forge/noarch/r-viridislite-0.4.2-r43hc72bb7e_1.conda#307f6c8262afed91d2999568e2268ed6
@@ -446,7 +448,7 @@ https://conda.anaconda.org/conda-forge/linux-64/r-cachem-1.0.8-r43h57805ef_1.con
 https://conda.anaconda.org/conda-forge/linux-64/r-class-7.3_22-r43h57805ef_1.conda#edcd749bf55569ea5c2f419c10e6ee59
 https://conda.anaconda.org/conda-forge/noarch/r-diagram-1.6.5-r43ha770c72_2.conda#29a9f300f7ccca4b06eb8c3562bf78d1
 https://conda.anaconda.org/conda-forge/linux-64/r-ellipsis-0.3.2-r43h57805ef_2.conda#10c5892991072cfa3a61489d2ac6ad66
-https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.8.9-r43hc72bb7e_0.conda#03ae612f3d101e0f30bdd6564bf1a07b
+https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.9.0-r43hc72bb7e_0.conda#7f3b9ce173918482496ca5ea48de0a29
 https://conda.anaconda.org/conda-forge/noarch/r-foreach-1.5.2-r43hc72bb7e_2.conda#cf8d448c534caecc11d3999a041d4769
 https://conda.anaconda.org/conda-forge/noarch/r-globals-0.16.2-r43hc72bb7e_1.conda#3e47fdbd87d5f83d7e6d10d1d93ba241
 https://conda.anaconda.org/conda-forge/noarch/r-highr-0.10-r43hc72bb7e_1.conda#323965ffc1eb89aab3f39096b3104869
diff --git a/runtime/environment-cpu.yml b/runtime/environment-cpu.yml
index 33b5b6a..c701b5d 100644
--- a/runtime/environment-cpu.yml
+++ b/runtime/environment-cpu.yml
@@ -77,3 +77,5 @@ dependencies:
   - r-lubridate=1.9.3
   - r-readr=2.1.4
   - r-stringr=1.5.1
+  - r-pls=2.8
+  - r-kernlab=0.9
diff --git a/runtime/environment-gpu.lock b/runtime/environment-gpu.lock
index e29fa2a..5f1e299 100644
--- a/runtime/environment-gpu.lock
+++ b/runtime/environment-gpu.lock
@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 8053d861b5319d72c02d2e34695575d534f57322b0ec44b918bc7333b0b19f2b
+# input_hash: 812920f48266bd9b77cedc7a50abd8d9f50c03611d7829656e41bd0ef028c79f
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/noarch/_r-mutex-1.0.1-anacondar_1.tar.bz2#19f9db5f4f1b7f5ef5f6d67207f25f38
@@ -12,7 +12,7 @@ https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_1.conda#6185f640c43843e5ad6fd1c5372c3f80
 https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-2.6.32-he073ed8_16.conda#7ca122655873935e02c91279c5b03c8c
 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-1.83.0-ha770c72_0.conda#1fc57b3ba24d18cc75f431d7feb2c785
+https://conda.anaconda.org/conda-forge/linux-64/libboost-headers-1.84.0-ha770c72_0.conda#9c595e87653a36aa4d8c71b4e2f7e586
 https://conda.anaconda.org/conda-forge/noarch/libgcc-devel_linux-64-13.2.0-ha9c7c90_103.conda#db8cd1a871a07404d94f7dcc78c21a61
 https://conda.anaconda.org/conda-forge/noarch/libstdcxx-devel_linux-64-13.2.0-ha9c7c90_103.conda#46947f93254fdedc5ae0725b11ca3610
 https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-13.2.0-h7e041cc_3.conda#937eaed008f6bf2191c5fe76f87755e9
@@ -29,7 +29,7 @@ https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_kmp_llvm.tar
 https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-13.2.0-h807b86a_3.conda#23fdf1fef05baeb7eadc2aed5fb0011f
 https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.0-hd590300_0.conda#71b89db63b5b504e7afc8ad901172e1e
 https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hd590300_5.conda#69b8b6202a07720f448be700e300ccf4
-https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.23.0-hd590300_0.conda#d459949bc10f64dee1595c176c2e6291
+https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.24.0-hd590300_0.conda#f5842b88e9cbfa177abfaeacd457a45d
 https://conda.anaconda.org/conda-forge/linux-64/cudatoolkit-11.2.2-hc23eb0c_12.conda#fef72f0f10bc1ea9edc740ec6c783b35
 https://conda.anaconda.org/conda-forge/linux-64/flatbuffers-23.5.26-h59595ed_1.conda#913a1c6fd00b66f33392a129e835ceca
 https://conda.anaconda.org/conda-forge/linux-64/fribidi-1.0.10-h36c2ea0_0.tar.bz2#ac7bc6a654f8f41b352b38f4051135f8
@@ -52,7 +52,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda#172b
 https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#6305a3dd2752c76335295da4e581f2fd
 https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2#d645c6d2ac96843a2bfaccd2d62b3ac3
 https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-13.2.0-ha4646dd_3.conda#c714d905cdfa0e70200f68b80cc04764
-https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_1.conda#4b06b43d0eca61db2899e4d7a289c302
+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/libnsl-2.0.1-hd590300_0.conda#30fd6e37fe21f86f4bd26d6ee73eeec7
 https://conda.anaconda.org/conda-forge/linux-64/libnuma-2.0.16-h0b41bf4_1.conda#28bfe2cb11357ccc5be21101a6b7ce86
@@ -146,7 +146,7 @@ https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-17.0.6-h4dfa4b3_0.co
 https://conda.anaconda.org/conda-forge/linux-64/minizip-4.0.3-h0ab5242_0.conda#3f9b5f4400be3cee11b426a8cd653b7c
 https://conda.anaconda.org/conda-forge/linux-64/mpc-1.3.1-hfe3b2da_0.conda#289c71e83dc0daa7d4c81f04180778ca
 https://conda.anaconda.org/conda-forge/linux-64/mpich-4.1.2-h846660c_100.conda#730edd1a750c573e78a17e76debc4d41
-https://conda.anaconda.org/conda-forge/linux-64/nss-3.95-h1d7d5a4_0.conda#d3a8067adcc45a923f4b1987c91d69da
+https://conda.anaconda.org/conda-forge/linux-64/nss-3.96-h1d7d5a4_0.conda#1c8f8b8eb041ecd54053fc4b6ad57957
 https://conda.anaconda.org/conda-forge/linux-64/orc-1.9.0-h2f23424_1.conda#9571eb3eb0f7fe8b59956a7786babbcd
 https://conda.anaconda.org/conda-forge/linux-64/pandoc-3.1.3-h32600fe_0.conda#8287aeb8462e2d4b235eff788e75919d
 https://conda.anaconda.org/conda-forge/linux-64/python-3.10.13-hd12c33a_0_cpython.conda#f3a8c32aa764c3e7188b4b810fc9d6ce
@@ -174,7 +174,7 @@ https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhd8ed1ab_0.conda#5
 https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.2.0-pyhd8ed1ab_0.conda#f6c211fee3c98229652b60a9a42ef363
 https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.14.2-h14ed4e7_0.conda#0f69b688f52ff6da70bccb7ff7001d1d
 https://conda.anaconda.org/conda-forge/linux-64/freexl-2.0.0-h743c826_0.conda#12e6988845706b2cfbc3bc35c9a61a95
-https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.0-py310h2372a71_1.conda#c7b2865e86782925a872c8598b760c08
+https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.1-py310h2372a71_0.conda#f20cd4d9c1f4a8377d0818c819918bbb
 https://conda.anaconda.org/conda-forge/noarch/fsspec-2023.12.2-pyhca7485f_0.conda#bf40f2a8835b78b1f91083d306b493d2
 https://conda.anaconda.org/conda-forge/noarch/gast-0.5.4-pyhd8ed1ab_0.conda#8189adbad784030b76bbf81c68d7b0d4
 https://conda.anaconda.org/conda-forge/linux-64/gdk-pixbuf-2.42.10-h829c605_4.conda#252a696860674caf7a855e16f680d63a
@@ -248,7 +248,7 @@ https://conda.anaconda.org/conda-forge/linux-64/cfitsio-4.3.0-hbdc6101_0.conda#7
 https://conda.anaconda.org/conda-forge/noarch/click-plugins-1.1.1-py_0.tar.bz2#4fd2c6b53934bd7d96d1f3fdaf99b79f
 https://conda.anaconda.org/conda-forge/noarch/cligj-0.7.2-pyhd8ed1ab_1.tar.bz2#a29b7c141d6b2de4bb67788a5f107734
 https://conda.anaconda.org/conda-forge/linux-64/curl-8.5.0-hca28451_0.conda#e5e83fb15e752dbc8f54c4ac7da7d0f1
-https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.46.0-py310h2372a71_0.conda#3c0109417cbcdabfed289360886b036d
+https://conda.anaconda.org/conda-forge/linux-64/fonttools-4.47.0-py310h2372a71_0.conda#27df6604157a2a9e782cbe720f752cf5
 https://conda.anaconda.org/conda-forge/noarch/google-pasta-0.2.0-pyh8c360ce_0.tar.bz2#26e27d7d3d7fe2336b543dd8e0f12cbf
 https://conda.anaconda.org/conda-forge/linux-64/hdf5-1.14.3-mpi_mpich_ha2c2bf8_0.conda#12662900b822f215d6f3d86a188824c9
 https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.0-pyha770c72_0.conda#a941237cd06538837b25cd245fcd25d8
@@ -263,7 +263,7 @@ https://conda.anaconda.org/conda-forge/noarch/lightning-utilities-0.10.0-pyhd8ed
 https://conda.anaconda.org/conda-forge/linux-64/mkl-2022.2.1-h84fe81f_16997.conda#a7ce56d5757f5b57e7daabe703ade5bb
 https://conda.anaconda.org/conda-forge/noarch/partd-1.4.1-pyhd8ed1ab_0.conda#acf4b7c0bcd5fa3b0e05801c4d2accd6
 https://conda.anaconda.org/conda-forge/linux-64/pillow-10.1.0-py310h01dd4db_0.conda#95d87a906d88b5824d7d36eeef091dba
-https://conda.anaconda.org/conda-forge/noarch/pip-23.3.1-pyhd8ed1ab_0.conda#2400c0b86889f43aa52067161e1fb108
+https://conda.anaconda.org/conda-forge/noarch/pip-23.3.2-pyhd8ed1ab_0.conda#8591c748f98dcc02253003533bc2e4b1
 https://conda.anaconda.org/conda-forge/noarch/plotly-5.18.0-pyhd8ed1ab_0.conda#9f6a8664f1fe752f79473eeb9bf33a60
 https://conda.anaconda.org/conda-forge/linux-64/postgresql-16.1-h8972f4a_7.conda#672069c684190f10e5a9bbb5b10d82bb
 https://conda.anaconda.org/conda-forge/linux-64/proj-9.3.0-h1d62c97_2.conda#b5e57a0c643da391bef850922963eece
@@ -305,7 +305,7 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-crt-cpp-0.21.0-hb942446_5.co
 https://conda.anaconda.org/conda-forge/noarch/cdsapi-0.6.1-pyhd8ed1ab_0.conda#454ed214cec806066097ae245a409171
 https://conda.anaconda.org/conda-forge/linux-64/cftime-1.6.3-py310h1f7b6fc_0.conda#31beda75384647959d5792a1a7dc571a
 https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.2.0-py310hd41b1e2_0.conda#85d2aaa7af046528d339da1e813c3a9f
-https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.0-pyhd8ed1ab_0.conda#95eae0785aed72998493140dc0115382
+https://conda.anaconda.org/conda-forge/noarch/dask-core-2023.12.1-pyhd8ed1ab_0.conda#bf6ad72d882bc3f04e6a0fb50fd2cce8
 https://conda.anaconda.org/conda-forge/noarch/folium-0.15.1-pyhd8ed1ab_0.conda#4fdfc338f6fb875b1078a7e20dbc99e2
 https://conda.anaconda.org/conda-forge/linux-64/h5py-3.10.0-nompi_py310h65828d5_101.conda#44c185c5b133ad6d1d449839407aa863
 https://conda.anaconda.org/conda-forge/linux-64/jasper-4.1.0-he6dfbbe_0.conda#548cd4a0a160a7c89f10352ab53bfe90
@@ -328,7 +328,7 @@ https://conda.anaconda.org/conda-forge/linux-64/shapely-2.0.2-py310h7dcad9a_0.co
 https://conda.anaconda.org/conda-forge/noarch/snuggs-1.4.7-py_0.tar.bz2#cb83a3d6ecf73f50117635192414426a
 https://conda.anaconda.org/conda-forge/linux-64/aws-sdk-cpp-1.10.57-h85b1a90_19.conda#0605d3d60857fc07bd6a11e878fe0f08
 https://conda.anaconda.org/conda-forge/noarch/dataretrieval-1.0.6-pyhd8ed1ab_0.conda#cdcdd4fb886211b8b3e8a11357c85b7c
-https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.32.1-h35c6de3_0.conda#09d044f9206700e021916675a16d1e4d
+https://conda.anaconda.org/conda-forge/linux-64/eccodes-2.33.0-he84ddb8_0.conda#41dfb7e5326466a1622fed133d50b61c
 https://conda.anaconda.org/conda-forge/linux-64/esmf-8.4.2-mpi_mpich_h2a0de38_103.conda#fd129fb34d1d5abc348b0faebbeb6513
 https://conda.anaconda.org/conda-forge/linux-64/gdal-3.7.3-py310h5c4b078_6.conda#e78f777c253b423d238a6ba2fca0000d
 https://conda.anaconda.org/conda-forge/noarch/geopandas-base-0.14.1-pyha770c72_0.conda#d65c6f458bfdaa181f388d91e858ea67
@@ -397,6 +397,7 @@ https://conda.anaconda.org/conda-forge/linux-64/r-gower-1.0.1-r43h57805ef_1.cond
 https://conda.anaconda.org/conda-forge/linux-64/r-isoband-0.2.7-r43ha503ecb_2.conda#6db3b5f97166c8b0fd8c995fbe32c89d
 https://conda.anaconda.org/conda-forge/noarch/r-iterators-1.0.14-r43hc72bb7e_2.conda#5f0c56c25fafdfde7acaf0f332f24195
 https://conda.anaconda.org/conda-forge/linux-64/r-jsonlite-1.8.8-r43h57805ef_0.conda#fb01953d78a87de6211b1ebccafed273
+https://conda.anaconda.org/conda-forge/linux-64/r-kernlab-0.9_32-r43h08d816e_1.conda#7415075b4fd84dd98f4b77b849d7ba83
 https://conda.anaconda.org/conda-forge/linux-64/r-kernsmooth-2.23_22-r43h13b3f57_0.conda#d0b0a94110edd9b36dd4203bcd189f8b
 https://conda.anaconda.org/conda-forge/noarch/r-labeling-0.4.3-r43hc72bb7e_0.conda#8d5f7d07433437c48c1c497ec8c77aec
 https://conda.anaconda.org/conda-forge/linux-64/r-lattice-0.22_5-r43h57805ef_0.conda#52bf3ca46933503df0c763469c130b70
@@ -414,6 +415,7 @@ https://conda.anaconda.org/conda-forge/noarch/r-numderiv-2016.8_1.1-r43hc72bb7e_
 https://conda.anaconda.org/conda-forge/linux-64/r-pan-1.9-r43h61816a4_0.conda#db6e1f991b075b40ecee900cc05fc0c1
 https://conda.anaconda.org/conda-forge/noarch/r-parallelly-1.36.0-r43hc72bb7e_1.conda#eb1ea4be46ac3291292dde702b97624b
 https://conda.anaconda.org/conda-forge/noarch/r-pkgconfig-2.0.3-r43hc72bb7e_3.conda#8978eef741fffaa48be070693a17f42f
+https://conda.anaconda.org/conda-forge/noarch/r-pls-2.8_3-r43hc72bb7e_0.conda#75555b0ba3d2ab73323227d1b73de710
 https://conda.anaconda.org/conda-forge/linux-64/r-proxy-0.4_27-r43h57805ef_2.conda#742133e20563c7321e9d0cbd7e7102c7
 https://conda.anaconda.org/conda-forge/noarch/r-r.methodss3-1.8.2-r43hc72bb7e_2.conda#e6976d24b97b9cdcb9a74ac55495f404
 https://conda.anaconda.org/conda-forge/noarch/r-r6-2.5.1-r43hc72bb7e_2.conda#79f167972554dc6b65aa099cd85c22a1
@@ -431,7 +433,7 @@ https://conda.anaconda.org/conda-forge/noarch/r-squarem-2021.1-r43hc72bb7e_2.con
 https://conda.anaconda.org/conda-forge/linux-64/r-statmod-1.5.0-r43hd8f1df9_1.conda#fa847df4bd5f17743b25de6b404fc3f2
 https://conda.anaconda.org/conda-forge/linux-64/r-stringi-1.8.3-r43h9facbd6_0.conda#b39b29e195407633de68288a3c0ca54d
 https://conda.anaconda.org/conda-forge/linux-64/r-sys-3.4.2-r43h57805ef_1.conda#ae6e4dd935d9c91064cbca07d2769d75
-https://conda.anaconda.org/conda-forge/noarch/r-timedate-4022.108-r43hc72bb7e_1.conda#219b56a657304d5f4002f2ecb312167b
+https://conda.anaconda.org/conda-forge/noarch/r-timedate-4032.109-r43hc72bb7e_0.conda#9d896d7a1733903a585c57c715847608
 https://conda.anaconda.org/conda-forge/linux-64/r-ucminf-1.2.1-r43h61816a4_0.conda#8e77baee57a3a4b20b9435a8c48c0b0e
 https://conda.anaconda.org/conda-forge/linux-64/r-utf8-1.2.4-r43h57805ef_0.conda#d228498392dce22d3fe6266554498493
 https://conda.anaconda.org/conda-forge/noarch/r-viridislite-0.4.2-r43hc72bb7e_1.conda#307f6c8262afed91d2999568e2268ed6
@@ -452,7 +454,7 @@ https://conda.anaconda.org/conda-forge/linux-64/r-cachem-1.0.8-r43h57805ef_1.con
 https://conda.anaconda.org/conda-forge/linux-64/r-class-7.3_22-r43h57805ef_1.conda#edcd749bf55569ea5c2f419c10e6ee59
 https://conda.anaconda.org/conda-forge/noarch/r-diagram-1.6.5-r43ha770c72_2.conda#29a9f300f7ccca4b06eb8c3562bf78d1
 https://conda.anaconda.org/conda-forge/linux-64/r-ellipsis-0.3.2-r43h57805ef_2.conda#10c5892991072cfa3a61489d2ac6ad66
-https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.8.9-r43hc72bb7e_0.conda#03ae612f3d101e0f30bdd6564bf1a07b
+https://conda.anaconda.org/conda-forge/noarch/r-emmeans-1.9.0-r43hc72bb7e_0.conda#7f3b9ce173918482496ca5ea48de0a29
 https://conda.anaconda.org/conda-forge/noarch/r-foreach-1.5.2-r43hc72bb7e_2.conda#cf8d448c534caecc11d3999a041d4769
 https://conda.anaconda.org/conda-forge/noarch/r-globals-0.16.2-r43hc72bb7e_1.conda#3e47fdbd87d5f83d7e6d10d1d93ba241
 https://conda.anaconda.org/conda-forge/noarch/r-highr-0.10-r43hc72bb7e_1.conda#323965ffc1eb89aab3f39096b3104869
diff --git a/runtime/environment-gpu.yml b/runtime/environment-gpu.yml
index 50f5be0..e7a9783 100644
--- a/runtime/environment-gpu.yml
+++ b/runtime/environment-gpu.yml
@@ -79,3 +79,5 @@ dependencies:
   - r-lubridate=1.9.3
   - r-readr=2.1.4
   - r-stringr=1.5.1
+  - r-pls=2.8
+  - r-kernlab=0.9