diff --git a/experiments/AMIP/Manifest-v1.11.toml b/experiments/AMIP/Manifest-v1.11.toml
index f2698ee47b..332f567530 100644
--- a/experiments/AMIP/Manifest-v1.11.toml
+++ b/experiments/AMIP/Manifest-v1.11.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.11.9"
 manifest_format = "2.0"
-project_hash = "d5e9a5654cd198eade6bd1dea61a19f908fc8065"
+project_hash = "3cd138cabaaff51c2ac59c93a155174299570e00"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "bbc22a9a08a0ef6460041086d8a7b27940ed4ffd"
@@ -432,9 +432,9 @@ weakdeps = ["GeoMakie", "Makie"]
 
 [[deps.ClimaAtmos]]
 deps = ["Adapt", "ArgParse", "Artifacts", "AtmosphericProfilesLibrary", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaInterpolations", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "CloudMicrophysics", "Dates", "Flux", "ForwardDiff", "Insolation", "Interpolations", "JLD2", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "NullBroadcasts", "RRTMGP", "Random", "SparseMatrixColorings", "StaticArrays", "Statistics", "SurfaceFluxes", "Thermodynamics", "UnrolledUtilities", "YAML"]
-git-tree-sha1 = "d7239f09865601037cce933762d0087f33e441da"
+git-tree-sha1 = "539d636ad199603398d182a600bd5d05b87bfb71"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
-version = "0.39.0"
+version = "0.39.1"
 
 [[deps.ClimaCalibrate]]
 deps = ["ArnoldiMethod", "Dates", "Distributed", "EnsembleKalmanProcesses", "JLD2", "LinearAlgebra", "LinearMaps", "Logging", "OrderedCollections", "Random", "Reexport", "Statistics", "TOML", "YAML"]
@@ -518,9 +518,9 @@ weakdeps = ["CUDA"]
 
 [[deps.ClimaLand]]
 deps = ["ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "Dates", "DocStringExtensions", "Insolation", "Interpolations", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "NCDatasets", "NVTX", "RootSolvers", "StaticArrays", "SurfaceFluxes", "Thermodynamics"]
-git-tree-sha1 = "2a856ee53b64093d3ff261d82909cfc1d30e8b1e"
+git-tree-sha1 = "079787e6f27954e6c3f6464d25ee2120c106242e"
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "1.8.1"
+version = "1.8.2"
 
     [deps.ClimaLand.extensions]
     ConstrainedNeuralModelExt = ["Adapt", "Flux", "JLD2", "InteractiveUtils"]
@@ -570,9 +570,9 @@ version = "0.9.0"
 
 [[deps.ClimaUtilities]]
 deps = ["Artifacts", "ClimaComms", "Dates"]
-git-tree-sha1 = "ec8a78e3b095cf90c1719c2b6defbbb2a92e43a9"
+git-tree-sha1 = "b2e2a4acb5ff07f9fc226f8eaa89bbe724fa74bc"
 uuid = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
-version = "0.1.28"
+version = "0.1.29"
 
     [deps.ClimaUtilities.extensions]
     ClimaUtilitiesClimaCoreExt = "ClimaCore"
@@ -921,9 +921,9 @@ version = "2.2.4+0"
 
 [[deps.EnsembleKalmanProcesses]]
 deps = ["Convex", "Distributions", "DocStringExtensions", "FFMPEG", "GaussianRandomFields", "Interpolations", "LinearAlgebra", "MathOptInterface", "Optim", "QuadGK", "Random", "RecipesBase", "SCS", "SparseArrays", "Statistics", "StatsBase", "TOML"]
-git-tree-sha1 = "bb39ccc7bd5f7e8f078a987820044d85d61df72b"
+git-tree-sha1 = "301a8de328bbfa7e049cfa59cdd7131b6d803c81"
 uuid = "aa8a2aa5-91d8-4396-bcef-d4f2ec43552d"
-version = "2.7.0"
+version = "2.7.1"
 weakdeps = ["Makie"]
 
     [deps.EnsembleKalmanProcesses.extensions]
@@ -1199,9 +1199,9 @@ version = "0.2.0"
 
 [[deps.GPUCompiler]]
 deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "PrecompileTools", "Preferences", "Scratch", "Serialization", "TOML", "Tracy", "UUIDs"]
-git-tree-sha1 = "6543c378464f0fa60ac11220fcc05b98c84ec697"
+git-tree-sha1 = "e9817f6e11bf985b4da0f16fd61476438776f3d2"
 uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
-version = "1.11.1"
+version = "1.13.1"
 
 [[deps.GPUToolbox]]
 deps = ["LLVM"]
@@ -1446,10 +1446,11 @@ uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c"
 version = "0.3.1"
 
 [[deps.Insolation]]
-deps = ["Adapt", "Artifacts", "ClimaParams", "Dates", "DelimitedFiles", "Interpolations"]
-git-tree-sha1 = "e406cece91ec7b68f562dc90708a4300bdac2420"
+deps = ["Adapt", "Artifacts", "Dates", "DelimitedFiles", "Interpolations"]
+git-tree-sha1 = "e4bc3ed7b1984c94e0145bd6ef8fafc04fab15e4"
 uuid = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
-version = "1.1.0"
+version = "1.1.1"
+weakdeps = ["ClimaParams"]
 
     [deps.Insolation.extensions]
     CreateParametersExt = "ClimaParams"
@@ -1482,9 +1483,9 @@ weakdeps = ["Unitful"]
 
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "CoreMath", "MacroTools", "OpenBLASConsistentFPCSR_jll", "Printf", "Random", "RoundingEmulator"]
-git-tree-sha1 = "3e6273749a2df3a5c9067657510ad01ba5039a92"
+git-tree-sha1 = "921d7e91687e15a2c7c269c226960491fc041832"
 uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
-version = "1.0.8"
+version = "1.0.9"
 
     [deps.IntervalArithmetic.extensions]
     IntervalArithmeticArblibExt = "Arblib"
@@ -1668,9 +1669,9 @@ version = "4.1.0+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "PrecompileTools", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "6884c216a5e3671990d245514aa94c67046b6e40"
+git-tree-sha1 = "0eeef733eebb4bb1464dd9d1d8c8f3ad20a090d1"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.8.1"
+version = "9.8.2"
 weakdeps = ["BFloat16s"]
 
     [deps.LLVM.extensions]
@@ -2176,10 +2177,10 @@ uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391"
 version = "0.1.5"
 
 [[deps.NaturalEarth]]
-deps = ["Downloads", "GeoJSON", "Pkg", "Scratch"]
-git-tree-sha1 = "3f75210ac08fe4496a55f9694b95859c40b8eaea"
+deps = ["Downloads", "GeoJSON", "Pkg", "Preferences", "Scratch"]
+git-tree-sha1 = "334574c147f5e48b62ce4d3f8b80c8b0edf247b5"
 uuid = "436b0209-26ab-4e65-94a9-6526d86fea76"
-version = "0.1.0"
+version = "0.1.1"
 
 [[deps.NetCDF_jll]]
 deps = ["Artifacts", "Blosc_jll", "Bzip2_jll", "HDF5_jll", "JLLWrappers", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPIABI_jll", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "TOML", "XML2_jll", "Zlib_jll", "Zstd_jll", "libaec_jll", "libzip_jll"]
@@ -2648,9 +2649,9 @@ version = "0.2.1"
 
 [[deps.RuntimeGeneratedFunctions]]
 deps = ["ExprTools", "SHA", "Serialization"]
-git-tree-sha1 = "cfcdc949c4660544ab0fdeed169561cb22f835f4"
+git-tree-sha1 = "28154d426e557495aa75097861b18c11f2541ded"
 uuid = "7e49a35a-f44a-4d26-94aa-eba1b4ca6b47"
-version = "0.5.18"
+version = "0.5.19"
 
 [[deps.SCS]]
 deps = ["LinearAlgebra", "MathOptInterface", "OpenBLAS32_jll", "PrecompileTools", "SCS_jll", "SparseArrays"]
@@ -2750,9 +2751,9 @@ version = "0.4.1"
 
 [[deps.SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "be8eeac05ec97d379347584fa9fe2f5f76795bcb"
+git-tree-sha1 = "7ddb0b49c109481b046972c0e4ab02b2127d6a75"
 uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
-version = "0.9.5"
+version = "0.9.6"
 
 [[deps.Sixel]]
 deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
@@ -2978,9 +2979,9 @@ weakdeps = ["ClimaParams"]
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "173ecfe5f7c5a36043b5f2b8cecaa30a4fc958ef"
+git-tree-sha1 = "64b15330b9e3c91a86bcac92f369c58e382981c6"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.47"
+version = "0.3.48"
 weakdeps = ["PrettyTables"]
 
     [deps.SymbolicIndexingInterface.extensions]
diff --git a/experiments/AMIP/Manifest.toml b/experiments/AMIP/Manifest.toml
index cd483029fb..136257b9c1 100644
--- a/experiments/AMIP/Manifest.toml
+++ b/experiments/AMIP/Manifest.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.10.10"
 manifest_format = "2.0"
-project_hash = "dccea3601c5a7b71479faa10ae85bac20e0b9cdf"
+project_hash = "a2d8e7ee73dac9d0ca3639a2dfae1c9772afd1cb"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "bbc22a9a08a0ef6460041086d8a7b27940ed4ffd"
@@ -429,9 +429,9 @@ weakdeps = ["GeoMakie", "Makie"]
 
 [[deps.ClimaAtmos]]
 deps = ["Adapt", "ArgParse", "Artifacts", "AtmosphericProfilesLibrary", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaInterpolations", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "CloudMicrophysics", "Dates", "Flux", "ForwardDiff", "Insolation", "Interpolations", "JLD2", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "NullBroadcasts", "RRTMGP", "Random", "SparseMatrixColorings", "StaticArrays", "Statistics", "SurfaceFluxes", "Thermodynamics", "UnrolledUtilities", "YAML"]
-git-tree-sha1 = "d7239f09865601037cce933762d0087f33e441da"
+git-tree-sha1 = "539d636ad199603398d182a600bd5d05b87bfb71"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
-version = "0.39.0"
+version = "0.39.1"
 
 [[deps.ClimaCalibrate]]
 deps = ["ArnoldiMethod", "Dates", "Distributed", "EnsembleKalmanProcesses", "JLD2", "LinearAlgebra", "LinearMaps", "Logging", "OrderedCollections", "Random", "Reexport", "Statistics", "TOML", "YAML"]
@@ -515,9 +515,9 @@ weakdeps = ["CUDA"]
 
 [[deps.ClimaLand]]
 deps = ["ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "Dates", "DocStringExtensions", "Insolation", "Interpolations", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "NCDatasets", "NVTX", "RootSolvers", "StaticArrays", "SurfaceFluxes", "Thermodynamics"]
-git-tree-sha1 = "2a856ee53b64093d3ff261d82909cfc1d30e8b1e"
+git-tree-sha1 = "079787e6f27954e6c3f6464d25ee2120c106242e"
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "1.8.1"
+version = "1.8.2"
 
     [deps.ClimaLand.extensions]
     ConstrainedNeuralModelExt = ["Adapt", "Flux", "JLD2", "InteractiveUtils"]
@@ -567,9 +567,9 @@ version = "0.9.0"
 
 [[deps.ClimaUtilities]]
 deps = ["Artifacts", "ClimaComms", "Dates"]
-git-tree-sha1 = "ec8a78e3b095cf90c1719c2b6defbbb2a92e43a9"
+git-tree-sha1 = "b2e2a4acb5ff07f9fc226f8eaa89bbe724fa74bc"
 uuid = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
-version = "0.1.28"
+version = "0.1.29"
 
     [deps.ClimaUtilities.extensions]
     ClimaUtilitiesClimaCoreExt = "ClimaCore"
@@ -918,9 +918,9 @@ version = "2.2.4+0"
 
 [[deps.EnsembleKalmanProcesses]]
 deps = ["Convex", "Distributions", "DocStringExtensions", "FFMPEG", "GaussianRandomFields", "Interpolations", "LinearAlgebra", "MathOptInterface", "Optim", "QuadGK", "Random", "RecipesBase", "SCS", "SparseArrays", "Statistics", "StatsBase", "TOML"]
-git-tree-sha1 = "bb39ccc7bd5f7e8f078a987820044d85d61df72b"
+git-tree-sha1 = "301a8de328bbfa7e049cfa59cdd7131b6d803c81"
 uuid = "aa8a2aa5-91d8-4396-bcef-d4f2ec43552d"
-version = "2.7.0"
+version = "2.7.1"
 weakdeps = ["Makie"]
 
     [deps.EnsembleKalmanProcesses.extensions]
@@ -1194,9 +1194,9 @@ version = "0.2.0"
 
 [[deps.GPUCompiler]]
 deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "PrecompileTools", "Preferences", "Scratch", "Serialization", "TOML", "Tracy", "UUIDs"]
-git-tree-sha1 = "6543c378464f0fa60ac11220fcc05b98c84ec697"
+git-tree-sha1 = "e9817f6e11bf985b4da0f16fd61476438776f3d2"
 uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
-version = "1.11.1"
+version = "1.13.1"
 
 [[deps.GPUToolbox]]
 deps = ["LLVM"]
@@ -1441,10 +1441,11 @@ uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c"
 version = "0.3.1"
 
 [[deps.Insolation]]
-deps = ["Adapt", "Artifacts", "ClimaParams", "Dates", "DelimitedFiles", "Interpolations"]
-git-tree-sha1 = "e406cece91ec7b68f562dc90708a4300bdac2420"
+deps = ["Adapt", "Artifacts", "Dates", "DelimitedFiles", "Interpolations"]
+git-tree-sha1 = "e4bc3ed7b1984c94e0145bd6ef8fafc04fab15e4"
 uuid = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
-version = "1.1.0"
+version = "1.1.1"
+weakdeps = ["ClimaParams"]
 
     [deps.Insolation.extensions]
     CreateParametersExt = "ClimaParams"
@@ -1476,9 +1477,9 @@ weakdeps = ["Unitful"]
 
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "CoreMath", "MacroTools", "OpenBLASConsistentFPCSR_jll", "Printf", "Random", "RoundingEmulator"]
-git-tree-sha1 = "3e6273749a2df3a5c9067657510ad01ba5039a92"
+git-tree-sha1 = "921d7e91687e15a2c7c269c226960491fc041832"
 uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
-version = "1.0.8"
+version = "1.0.9"
 
     [deps.IntervalArithmetic.extensions]
     IntervalArithmeticArblibExt = "Arblib"
@@ -1662,9 +1663,9 @@ version = "4.1.0+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "PrecompileTools", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "6884c216a5e3671990d245514aa94c67046b6e40"
+git-tree-sha1 = "0eeef733eebb4bb1464dd9d1d8c8f3ad20a090d1"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.8.1"
+version = "9.8.2"
 weakdeps = ["BFloat16s"]
 
     [deps.LLVM.extensions]
@@ -2163,10 +2164,10 @@ uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391"
 version = "0.1.5"
 
 [[deps.NaturalEarth]]
-deps = ["Downloads", "GeoJSON", "Pkg", "Scratch"]
-git-tree-sha1 = "3f75210ac08fe4496a55f9694b95859c40b8eaea"
+deps = ["Downloads", "GeoJSON", "Pkg", "Preferences", "Scratch"]
+git-tree-sha1 = "334574c147f5e48b62ce4d3f8b80c8b0edf247b5"
 uuid = "436b0209-26ab-4e65-94a9-6526d86fea76"
-version = "0.1.0"
+version = "0.1.1"
 
 [[deps.NetCDF_jll]]
 deps = ["Artifacts", "Blosc_jll", "Bzip2_jll", "HDF5_jll", "JLLWrappers", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPIABI_jll", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "TOML", "XML2_jll", "Zlib_jll", "Zstd_jll", "libaec_jll", "libzip_jll"]
@@ -2628,9 +2629,9 @@ version = "0.2.1"
 
 [[deps.RuntimeGeneratedFunctions]]
 deps = ["ExprTools", "SHA", "Serialization"]
-git-tree-sha1 = "cfcdc949c4660544ab0fdeed169561cb22f835f4"
+git-tree-sha1 = "28154d426e557495aa75097861b18c11f2541ded"
 uuid = "7e49a35a-f44a-4d26-94aa-eba1b4ca6b47"
-version = "0.5.18"
+version = "0.5.19"
 
 [[deps.SCS]]
 deps = ["LinearAlgebra", "MathOptInterface", "OpenBLAS32_jll", "PrecompileTools", "SCS_jll", "SparseArrays"]
@@ -2728,9 +2729,9 @@ version = "0.4.1"
 
 [[deps.SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "be8eeac05ec97d379347584fa9fe2f5f76795bcb"
+git-tree-sha1 = "7ddb0b49c109481b046972c0e4ab02b2127d6a75"
 uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
-version = "0.9.5"
+version = "0.9.6"
 
 [[deps.Sixel]]
 deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
@@ -2946,9 +2947,9 @@ weakdeps = ["ClimaParams"]
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "173ecfe5f7c5a36043b5f2b8cecaa30a4fc958ef"
+git-tree-sha1 = "64b15330b9e3c91a86bcac92f369c58e382981c6"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.47"
+version = "0.3.48"
 weakdeps = ["PrettyTables"]
 
     [deps.SymbolicIndexingInterface.extensions]
diff --git a/experiments/CMIP/Manifest-v1.11.toml b/experiments/CMIP/Manifest-v1.11.toml
index 072097c96e..c48e42d9f0 100644
--- a/experiments/CMIP/Manifest-v1.11.toml
+++ b/experiments/CMIP/Manifest-v1.11.toml
@@ -449,9 +449,9 @@ weakdeps = ["GeoMakie", "Makie"]
 
 [[deps.ClimaAtmos]]
 deps = ["Adapt", "ArgParse", "Artifacts", "AtmosphericProfilesLibrary", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaInterpolations", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "CloudMicrophysics", "Dates", "Flux", "ForwardDiff", "Insolation", "Interpolations", "JLD2", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "NullBroadcasts", "RRTMGP", "Random", "SparseMatrixColorings", "StaticArrays", "Statistics", "SurfaceFluxes", "Thermodynamics", "UnrolledUtilities", "YAML"]
-git-tree-sha1 = "d7239f09865601037cce933762d0087f33e441da"
+git-tree-sha1 = "539d636ad199603398d182a600bd5d05b87bfb71"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
-version = "0.39.0"
+version = "0.39.1"
 
 [[deps.ClimaCalibrate]]
 deps = ["Dates", "Distributed", "Distributions", "EnsembleKalmanProcesses", "JLD2", "Logging", "Random", "TOML", "YAML"]
@@ -530,9 +530,9 @@ weakdeps = ["CUDA"]
 
 [[deps.ClimaLand]]
 deps = ["ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "Dates", "DocStringExtensions", "Insolation", "Interpolations", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "NCDatasets", "NVTX", "RootSolvers", "StaticArrays", "SurfaceFluxes", "Thermodynamics"]
-git-tree-sha1 = "2a856ee53b64093d3ff261d82909cfc1d30e8b1e"
+git-tree-sha1 = "079787e6f27954e6c3f6464d25ee2120c106242e"
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "1.8.1"
+version = "1.8.2"
 
     [deps.ClimaLand.extensions]
     ConstrainedNeuralModelExt = ["Adapt", "Flux", "JLD2", "InteractiveUtils"]
@@ -603,9 +603,9 @@ version = "0.9.0"
 
 [[deps.ClimaUtilities]]
 deps = ["Artifacts", "ClimaComms", "Dates"]
-git-tree-sha1 = "ec8a78e3b095cf90c1719c2b6defbbb2a92e43a9"
+git-tree-sha1 = "b2e2a4acb5ff07f9fc226f8eaa89bbe724fa74bc"
 uuid = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
-version = "0.1.28"
+version = "0.1.29"
 
     [deps.ClimaUtilities.extensions]
     ClimaUtilitiesClimaCoreExt = "ClimaCore"
@@ -757,9 +757,9 @@ version = "2.5.1"
 
 [[deps.CondaPkg]]
 deps = ["JSON", "Markdown", "MicroMamba", "Pidfile", "Pkg", "Preferences", "Scratch", "TOML", "pixi_jll"]
-git-tree-sha1 = "0c5997aae5907186c462c5d1d7ccaffe78d17277"
+git-tree-sha1 = "2b1afb8ae65a0758795b00adafb37f97e67ef0e9"
 uuid = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
-version = "0.2.35"
+version = "0.2.36"
 
 [[deps.ConstructionBase]]
 git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb"
@@ -1001,9 +1001,9 @@ version = "2.2.4+0"
 
 [[deps.EnsembleKalmanProcesses]]
 deps = ["Convex", "Distributions", "DocStringExtensions", "FFMPEG", "GaussianRandomFields", "Interpolations", "LinearAlgebra", "MathOptInterface", "Optim", "QuadGK", "Random", "RecipesBase", "SCS", "SparseArrays", "Statistics", "StatsBase", "TOML"]
-git-tree-sha1 = "bb39ccc7bd5f7e8f078a987820044d85d61df72b"
+git-tree-sha1 = "301a8de328bbfa7e049cfa59cdd7131b6d803c81"
 uuid = "aa8a2aa5-91d8-4396-bcef-d4f2ec43552d"
-version = "2.7.0"
+version = "2.7.1"
 weakdeps = ["Makie"]
 
     [deps.EnsembleKalmanProcesses.extensions]
@@ -1288,9 +1288,9 @@ version = "0.2.0"
 
 [[deps.GPUCompiler]]
 deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "PrecompileTools", "Preferences", "Scratch", "Serialization", "TOML", "Tracy", "UUIDs"]
-git-tree-sha1 = "6543c378464f0fa60ac11220fcc05b98c84ec697"
+git-tree-sha1 = "e9817f6e11bf985b4da0f16fd61476438776f3d2"
 uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
-version = "1.11.1"
+version = "1.13.1"
 
 [[deps.GPUToolbox]]
 deps = ["LLVM"]
@@ -1558,10 +1558,11 @@ uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c"
 version = "0.3.1"
 
 [[deps.Insolation]]
-deps = ["Adapt", "Artifacts", "ClimaParams", "Dates", "DelimitedFiles", "Interpolations"]
-git-tree-sha1 = "e406cece91ec7b68f562dc90708a4300bdac2420"
+deps = ["Adapt", "Artifacts", "Dates", "DelimitedFiles", "Interpolations"]
+git-tree-sha1 = "e4bc3ed7b1984c94e0145bd6ef8fafc04fab15e4"
 uuid = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
-version = "1.1.0"
+version = "1.1.1"
+weakdeps = ["ClimaParams"]
 
     [deps.Insolation.extensions]
     CreateParametersExt = "ClimaParams"
@@ -1594,9 +1595,9 @@ weakdeps = ["Unitful"]
 
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "CoreMath", "MacroTools", "OpenBLASConsistentFPCSR_jll", "Printf", "Random", "RoundingEmulator"]
-git-tree-sha1 = "3e6273749a2df3a5c9067657510ad01ba5039a92"
+git-tree-sha1 = "921d7e91687e15a2c7c269c226960491fc041832"
 uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
-version = "1.0.8"
+version = "1.0.9"
 
     [deps.IntervalArithmetic.extensions]
     IntervalArithmeticArblibExt = "Arblib"
@@ -1778,9 +1779,9 @@ version = "4.1.0+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "PrecompileTools", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "6884c216a5e3671990d245514aa94c67046b6e40"
+git-tree-sha1 = "0eeef733eebb4bb1464dd9d1d8c8f3ad20a090d1"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.8.1"
+version = "9.8.2"
 weakdeps = ["BFloat16s"]
 
     [deps.LLVM.extensions]
@@ -2333,10 +2334,10 @@ uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391"
 version = "0.1.5"
 
 [[deps.NaturalEarth]]
-deps = ["Downloads", "GeoJSON", "Pkg", "Scratch"]
-git-tree-sha1 = "3f75210ac08fe4496a55f9694b95859c40b8eaea"
+deps = ["Downloads", "GeoJSON", "Pkg", "Preferences", "Scratch"]
+git-tree-sha1 = "334574c147f5e48b62ce4d3f8b80c8b0edf247b5"
 uuid = "436b0209-26ab-4e65-94a9-6526d86fea76"
-version = "0.1.0"
+version = "0.1.1"
 
 [[deps.NearestNeighbors]]
 deps = ["AbstractTrees", "Distances", "StaticArrays"]
@@ -2902,9 +2903,9 @@ version = "0.2.1"
 
 [[deps.RuntimeGeneratedFunctions]]
 deps = ["ExprTools", "SHA", "Serialization"]
-git-tree-sha1 = "cfcdc949c4660544ab0fdeed169561cb22f835f4"
+git-tree-sha1 = "28154d426e557495aa75097861b18c11f2541ded"
 uuid = "7e49a35a-f44a-4d26-94aa-eba1b4ca6b47"
-version = "0.5.18"
+version = "0.5.19"
 
 [[deps.SCS]]
 deps = ["LinearAlgebra", "MathOptInterface", "OpenBLAS32_jll", "PrecompileTools", "SCS_jll", "SparseArrays"]
@@ -3025,9 +3026,9 @@ version = "1.2.0"
 
 [[deps.SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "be8eeac05ec97d379347584fa9fe2f5f76795bcb"
+git-tree-sha1 = "7ddb0b49c109481b046972c0e4ab02b2127d6a75"
 uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
-version = "0.9.5"
+version = "0.9.6"
 
 [[deps.Sixel]]
 deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
@@ -3253,9 +3254,9 @@ weakdeps = ["ClimaParams"]
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "173ecfe5f7c5a36043b5f2b8cecaa30a4fc958ef"
+git-tree-sha1 = "64b15330b9e3c91a86bcac92f369c58e382981c6"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.47"
+version = "0.3.48"
 weakdeps = ["PrettyTables"]
 
     [deps.SymbolicIndexingInterface.extensions]
@@ -3772,9 +3773,9 @@ version = "17.4.0+2"
 
 [[deps.pixi_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"]
-git-tree-sha1 = "f349584316617063160a947a82638f7611a8ef0f"
+git-tree-sha1 = "3667b0931a7fe50f0a5554c61af00e5640019e21"
 uuid = "4d7b5844-a134-5dcd-ac86-c8f19cd51bed"
-version = "0.41.3+0"
+version = "0.63.2+0"
 
 [[deps.s2n_tls_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
diff --git a/experiments/CMIP/Manifest.toml b/experiments/CMIP/Manifest.toml
index cc2508f046..785b69f6aa 100644
--- a/experiments/CMIP/Manifest.toml
+++ b/experiments/CMIP/Manifest.toml
@@ -1,8 +1,8 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.10.11"
+julia_version = "1.10.10"
 manifest_format = "2.0"
-project_hash = "544dd90e7fda9bed7247a2fa61e7191b961fa86b"
+project_hash = "396625705503fcbcc563b98e74c8794dcd1135f5"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "bbc22a9a08a0ef6460041086d8a7b27940ed4ffd"
@@ -446,9 +446,9 @@ weakdeps = ["GeoMakie", "Makie"]
 
 [[deps.ClimaAtmos]]
 deps = ["Adapt", "ArgParse", "Artifacts", "AtmosphericProfilesLibrary", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaInterpolations", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "CloudMicrophysics", "Dates", "Flux", "ForwardDiff", "Insolation", "Interpolations", "JLD2", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "NullBroadcasts", "RRTMGP", "Random", "SparseMatrixColorings", "StaticArrays", "Statistics", "SurfaceFluxes", "Thermodynamics", "UnrolledUtilities", "YAML"]
-git-tree-sha1 = "d7239f09865601037cce933762d0087f33e441da"
+git-tree-sha1 = "539d636ad199603398d182a600bd5d05b87bfb71"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
-version = "0.39.0"
+version = "0.39.1"
 
 [[deps.ClimaCalibrate]]
 deps = ["Dates", "Distributed", "Distributions", "EnsembleKalmanProcesses", "JLD2", "Logging", "Random", "TOML", "YAML"]
@@ -527,9 +527,9 @@ weakdeps = ["CUDA"]
 
 [[deps.ClimaLand]]
 deps = ["ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "Dates", "DocStringExtensions", "Insolation", "Interpolations", "LazyArtifacts", "LazyBroadcast", "LinearAlgebra", "NCDatasets", "NVTX", "RootSolvers", "StaticArrays", "SurfaceFluxes", "Thermodynamics"]
-git-tree-sha1 = "2a856ee53b64093d3ff261d82909cfc1d30e8b1e"
+git-tree-sha1 = "079787e6f27954e6c3f6464d25ee2120c106242e"
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "1.8.1"
+version = "1.8.2"
 
     [deps.ClimaLand.extensions]
     ConstrainedNeuralModelExt = ["Adapt", "Flux", "JLD2", "InteractiveUtils"]
@@ -553,9 +553,9 @@ version = "1.8.1"
 
 [[deps.ClimaOcean]]
 deps = ["Adapt", "CFTime", "CUDA", "ClimaSeaIce", "CopernicusClimateDataStore", "CubicSplines", "DataDeps", "Dates", "DocStringExtensions", "Downloads", "Glob", "ImageMorphology", "JLD2", "KernelAbstractions", "MPI", "MeshArrays", "NCDatasets", "Oceananigans", "OffsetArrays", "PrecompileTools", "Printf", "Scratch", "SeawaterPolynomials", "StaticArrays", "Statistics", "Thermodynamics", "ZipFile"]
-git-tree-sha1 = "844bb9768f0382b0559398a65fbbdb981a58a28d"
+git-tree-sha1 = "6196f08be0d172985b52ccab8e41a10d2ca6a197"
 uuid = "0376089a-ecfe-4b0e-a64f-9c555d74d754"
-version = "0.9.6"
+version = "0.9.7"
 
     [deps.ClimaOcean.extensions]
     ClimaOceanCopernicusClimateDataStoreExt = "CopernicusClimateDataStore"
@@ -600,9 +600,9 @@ version = "0.9.0"
 
 [[deps.ClimaUtilities]]
 deps = ["Artifacts", "ClimaComms", "Dates"]
-git-tree-sha1 = "ec8a78e3b095cf90c1719c2b6defbbb2a92e43a9"
+git-tree-sha1 = "b2e2a4acb5ff07f9fc226f8eaa89bbe724fa74bc"
 uuid = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
-version = "0.1.28"
+version = "0.1.29"
 
     [deps.ClimaUtilities.extensions]
     ClimaUtilitiesClimaCoreExt = "ClimaCore"
@@ -756,9 +756,9 @@ version = "2.5.1"
 
 [[deps.CondaPkg]]
 deps = ["JSON", "Markdown", "MicroMamba", "Pidfile", "Pkg", "Preferences", "Scratch", "TOML", "pixi_jll"]
-git-tree-sha1 = "0c5997aae5907186c462c5d1d7ccaffe78d17277"
+git-tree-sha1 = "2b1afb8ae65a0758795b00adafb37f97e67ef0e9"
 uuid = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
-version = "0.2.35"
+version = "0.2.36"
 
 [[deps.ConstructionBase]]
 git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb"
@@ -998,9 +998,9 @@ version = "2.2.4+0"
 
 [[deps.EnsembleKalmanProcesses]]
 deps = ["Convex", "Distributions", "DocStringExtensions", "FFMPEG", "GaussianRandomFields", "Interpolations", "LinearAlgebra", "MathOptInterface", "Optim", "QuadGK", "Random", "RecipesBase", "SCS", "SparseArrays", "Statistics", "StatsBase", "TOML"]
-git-tree-sha1 = "bb39ccc7bd5f7e8f078a987820044d85d61df72b"
+git-tree-sha1 = "301a8de328bbfa7e049cfa59cdd7131b6d803c81"
 uuid = "aa8a2aa5-91d8-4396-bcef-d4f2ec43552d"
-version = "2.7.0"
+version = "2.7.1"
 weakdeps = ["Makie"]
 
     [deps.EnsembleKalmanProcesses.extensions]
@@ -1283,9 +1283,9 @@ version = "0.2.0"
 
 [[deps.GPUCompiler]]
 deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "PrecompileTools", "Preferences", "Scratch", "Serialization", "TOML", "Tracy", "UUIDs"]
-git-tree-sha1 = "6543c378464f0fa60ac11220fcc05b98c84ec697"
+git-tree-sha1 = "e9817f6e11bf985b4da0f16fd61476438776f3d2"
 uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
-version = "1.11.1"
+version = "1.13.1"
 
 [[deps.GPUToolbox]]
 deps = ["LLVM"]
@@ -1553,10 +1553,11 @@ uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c"
 version = "0.3.1"
 
 [[deps.Insolation]]
-deps = ["Adapt", "Artifacts", "ClimaParams", "Dates", "DelimitedFiles", "Interpolations"]
-git-tree-sha1 = "e406cece91ec7b68f562dc90708a4300bdac2420"
+deps = ["Adapt", "Artifacts", "Dates", "DelimitedFiles", "Interpolations"]
+git-tree-sha1 = "e4bc3ed7b1984c94e0145bd6ef8fafc04fab15e4"
 uuid = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
-version = "1.1.0"
+version = "1.1.1"
+weakdeps = ["ClimaParams"]
 
     [deps.Insolation.extensions]
     CreateParametersExt = "ClimaParams"
@@ -1588,9 +1589,9 @@ weakdeps = ["Unitful"]
 
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "CoreMath", "MacroTools", "OpenBLASConsistentFPCSR_jll", "Printf", "Random", "RoundingEmulator"]
-git-tree-sha1 = "3e6273749a2df3a5c9067657510ad01ba5039a92"
+git-tree-sha1 = "921d7e91687e15a2c7c269c226960491fc041832"
 uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
-version = "1.0.8"
+version = "1.0.9"
 
     [deps.IntervalArithmetic.extensions]
     IntervalArithmeticArblibExt = "Arblib"
@@ -1772,9 +1773,9 @@ version = "4.1.0+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "PrecompileTools", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "6884c216a5e3671990d245514aa94c67046b6e40"
+git-tree-sha1 = "0eeef733eebb4bb1464dd9d1d8c8f3ad20a090d1"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.8.1"
+version = "9.8.2"
 weakdeps = ["BFloat16s"]
 
     [deps.LLVM.extensions]
@@ -2150,7 +2151,7 @@ version = "1.1.10"
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.1010+0"
+version = "2.28.2+1"
 
 [[deps.MeshArrays]]
 deps = ["CatViews", "Dates", "Distributed", "GeoInterface", "Glob", "LazyArtifacts", "NearestNeighbors", "Pkg", "Printf", "SharedArrays", "SparseArrays", "Statistics", "Unitful"]
@@ -2211,7 +2212,7 @@ version = "0.3.4"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2025.12.2"
+version = "2023.1.10"
 
 [[deps.MuladdMacro]]
 git-tree-sha1 = "cac9cc5499c25554cba55cd3c30543cff5ca4fab"
@@ -2320,10 +2321,10 @@ uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391"
 version = "0.1.5"
 
 [[deps.NaturalEarth]]
-deps = ["Downloads", "GeoJSON", "Pkg", "Scratch"]
-git-tree-sha1 = "3f75210ac08fe4496a55f9694b95859c40b8eaea"
+deps = ["Downloads", "GeoJSON", "Pkg", "Preferences", "Scratch"]
+git-tree-sha1 = "334574c147f5e48b62ce4d3f8b80c8b0edf247b5"
 uuid = "436b0209-26ab-4e65-94a9-6526d86fea76"
-version = "0.1.0"
+version = "0.1.1"
 
 [[deps.NearestNeighbors]]
 deps = ["AbstractTrees", "Distances", "StaticArrays"]
@@ -2422,7 +2423,7 @@ version = "0.3.29+0"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.23+5"
+version = "0.3.23+4"
 
 [[deps.OpenEXR]]
 deps = ["Colors", "FileIO", "OpenEXR_jll"]
@@ -2882,9 +2883,9 @@ version = "0.2.1"
 
 [[deps.RuntimeGeneratedFunctions]]
 deps = ["ExprTools", "SHA", "Serialization"]
-git-tree-sha1 = "cfcdc949c4660544ab0fdeed169561cb22f835f4"
+git-tree-sha1 = "28154d426e557495aa75097861b18c11f2541ded"
 uuid = "7e49a35a-f44a-4d26-94aa-eba1b4ca6b47"
-version = "0.5.18"
+version = "0.5.19"
 
 [[deps.SCS]]
 deps = ["LinearAlgebra", "MathOptInterface", "OpenBLAS32_jll", "PrecompileTools", "SCS_jll", "SparseArrays"]
@@ -3003,9 +3004,9 @@ version = "1.2.0"
 
 [[deps.SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "be8eeac05ec97d379347584fa9fe2f5f76795bcb"
+git-tree-sha1 = "7ddb0b49c109481b046972c0e4ab02b2127d6a75"
 uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
-version = "0.9.5"
+version = "0.9.6"
 
 [[deps.Sixel]]
 deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
@@ -3221,9 +3222,9 @@ weakdeps = ["ClimaParams"]
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "173ecfe5f7c5a36043b5f2b8cecaa30a4fc958ef"
+git-tree-sha1 = "64b15330b9e3c91a86bcac92f369c58e382981c6"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.47"
+version = "0.3.48"
 weakdeps = ["PrettyTables"]
 
     [deps.SymbolicIndexingInterface.extensions]
@@ -3733,13 +3734,13 @@ version = "2022.3.0+0"
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.6.1+0"
+version = "17.4.0+2"
 
 [[deps.pixi_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"]
-git-tree-sha1 = "f349584316617063160a947a82638f7611a8ef0f"
+git-tree-sha1 = "3667b0931a7fe50f0a5554c61af00e5640019e21"
 uuid = "4d7b5844-a134-5dcd-ac86-c8f19cd51bed"
-version = "0.41.3+0"
+version = "0.63.2+0"
 
 [[deps.s2n_tls_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]