diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1aaf1346..c9704be6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -16,7 +16,7 @@ jobs:
       fail-fast: false
       matrix:
         version:
-          - '1.9'
+          - '1.10'
         os:
           - ubuntu-latest
           - macOS-latest
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 8bd7a61c..e09d5507 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -16,7 +16,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: julia-actions/setup-julia@latest
         with:
-          version: 1.9
+          version: '1.10'
       - name: Install dependencies
         run: julia --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
       - name: Build and deploy
diff --git a/.github/workflows/julia_formatter.yml b/.github/workflows/julia_formatter.yml
index 2dae8be0..f38a9fe3 100644
--- a/.github/workflows/julia_formatter.yml
+++ b/.github/workflows/julia_formatter.yml
@@ -31,7 +31,7 @@ jobs:
     - uses: julia-actions/setup-julia@latest
       if: steps.filter.outputs.julia_file_change == 'true'
       with:
-        version: '1.9'
+        version: '1.10'
 
     - name: Apply JuliaFormatter
       if: steps.filter.outputs.julia_file_change == 'true'
diff --git a/Project.toml b/Project.toml
index 7a106b52..a45f8cbf 100644
--- a/Project.toml
+++ b/Project.toml
@@ -16,9 +16,7 @@ TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
 YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
 
 [compat]
-ClimaAtmos = "0.17"
-ClimaComms = "0.5"
-ClimaCore = "0.11"
+ClimaAtmos = "0.20.0"
 Distributions = "0.25"
 EnsembleKalmanProcesses = "1"
 JLD2 = "0.4"
diff --git a/README.md b/README.md
index 1a20ad5d..b122ff50 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@
 [codecov-img]: https://codecov.io/gh/CliMA/CalibrateAtmos.jl/branch/main/graph/badge.svg
 [codecov-url]: https://codecov.io/gh/CliMA/CalibrateAtmos.jl
 
-The recommended Julia version is: Stable release v1.9.4
+The recommended Julia version is: Stable release v1.10.0
 
 This pipeline currently runs on the Resnick High Performance Computing Center.
 We strive to support flexible and clearly documented calibration experiments.
diff --git a/experiments/Manifest.toml b/experiments/Manifest.toml
index 17c89167..04877400 100644
--- a/experiments/Manifest.toml
+++ b/experiments/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.4"
+julia_version = "1.10.0"
 manifest_format = "2.0"
 project_hash = "73a86493016614e3e93942ded455aa339dc51f98"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
+git-tree-sha1 = "41c37aa88889c171f1300ceac1313c06e891d245"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.5"
+version = "0.2.6"
 
 [[deps.AMD]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse_jll"]
@@ -31,30 +31,11 @@ git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
 version = "0.4.4"
 
-[[deps.Accessors]]
-deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "MacroTools", "Test"]
-git-tree-sha1 = "a7055b939deae2455aa8a67491e034f735dd08d3"
-uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
-version = "0.1.33"
-
-    [deps.Accessors.extensions]
-    AccessorsAxisKeysExt = "AxisKeys"
-    AccessorsIntervalSetsExt = "IntervalSets"
-    AccessorsStaticArraysExt = "StaticArrays"
-    AccessorsStructArraysExt = "StructArrays"
-
-    [deps.Accessors.weakdeps]
-    AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
-    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
-    Requires = "ae029012-a4dd-5104-9daa-d747884805df"
-    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
-    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "02f731463748db57cc2ebfbd9fbc9ce8280d3433"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.7.1"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -84,9 +65,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "247efbccf92448be332d154d6ca56b9fcdd93c31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.6.1"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -106,9 +87,9 @@ version = "7.6.1"
 
 [[deps.ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra"]
-git-tree-sha1 = "af43df5704827c8618afd36eb56fcab20d3041ee"
+git-tree-sha1 = "64d582bcb9c93ac741234789eeb4f16812413efb"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "1.4.3"
+version = "1.6.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ArrayLayouts.extensions]
@@ -137,9 +118,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.BFloat16s]]
 deps = ["LinearAlgebra", "Printf", "Random", "Test"]
@@ -149,9 +130,9 @@ version = "0.4.2"
 
 [[deps.BandedMatrices]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"]
-git-tree-sha1 = "06a2a94d5a4979c36cc7a3c28d70800f448ae5bb"
+git-tree-sha1 = "3ac52471386dfcc0f6a3c8aeb37ed37c37701128"
 uuid = "aae01518-5342-5314-be14-df237901396f"
-version = "1.3.0"
+version = "1.4.1"
 weakdeps = ["SparseArrays"]
 
     [deps.BandedMatrices.extensions]
@@ -174,15 +155,21 @@ version = "0.1.5"
 
 [[deps.BlockArrays]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra"]
-git-tree-sha1 = "54cd829dd26330c42e1cf9df68470dd4df602c61"
+git-tree-sha1 = "fc69cbdb4277042f72c6e59cbc7024fbe3034b89"
 uuid = "8e7c35d0-a365-5155-bbbb-fb81a777f24e"
-version = "0.16.38"
+version = "0.16.39"
+
+[[deps.Blosc_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Lz4_jll", "Zlib_jll", "Zstd_jll"]
+git-tree-sha1 = "19b98ee7e3db3b4eff74c5c9c72bf32144e24f10"
+uuid = "0b7ba130-8d10-5ba8-a3d6-c5182647fed9"
+version = "1.21.5+0"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
+git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+0"
+version = "1.0.8+1"
 
 [[deps.CEnum]]
 git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
@@ -197,9 +184,9 @@ version = "0.1.2"
 
 [[deps.CLIMAParameters]]
 deps = ["DocStringExtensions", "TOML", "Test"]
-git-tree-sha1 = "a085251dfe4b0f732fe2b65d5354e6af91a8e931"
+git-tree-sha1 = "ccfac72eed3ccf27ad086564059cab9d64567c7d"
 uuid = "6eacf6c3-8458-43b9-ae03-caf5306d3d53"
-version = "0.7.26"
+version = "0.8.5"
 
 [[deps.CPUSummary]]
 deps = ["CpuId", "IfElse", "PrecompileTools", "Static"]
@@ -209,9 +196,9 @@ version = "0.2.4"
 
 [[deps.CUDA]]
 deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CUDA_Driver_jll", "CUDA_Runtime_Discovery", "CUDA_Runtime_jll", "Crayons", "DataFrames", "ExprTools", "GPUArrays", "GPUCompiler", "KernelAbstractions", "LLVM", "LLVMLoopInfo", "LazyArtifacts", "Libdl", "LinearAlgebra", "Logging", "NVTX", "Preferences", "PrettyTables", "Printf", "Random", "Random123", "RandomNumbers", "Reexport", "Requires", "SparseArrays", "Statistics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "76582ae19006b1186e87dadd781747f76cead72c"
+git-tree-sha1 = "95ac638373ac40e29c1b6d086a3698f5026ff6a6"
 uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
-version = "5.1.1"
+version = "5.1.2"
 weakdeps = ["ChainRulesCore", "SpecialFunctions"]
 
     [deps.CUDA.extensions]
@@ -220,15 +207,15 @@ weakdeps = ["ChainRulesCore", "SpecialFunctions"]
 
 [[deps.CUDA_Driver_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "1e42ef1bdb45487ff28de16182c0df4920181dc3"
+git-tree-sha1 = "d01bfc999768f0a31ed36f5d22a76161fc63079c"
 uuid = "4ee394cb-3365-5eb0-8335-949819d2adfc"
-version = "0.7.0+0"
+version = "0.7.0+1"
 
 [[deps.CUDA_Runtime_Discovery]]
 deps = ["Libdl"]
-git-tree-sha1 = "bcc4a23cbbd99c8535a5318455dcf0f2546ec536"
+git-tree-sha1 = "2cb12f6b2209f40a4b8967697689a47c50485490"
 uuid = "1af6417a-86b4-443c-805f-a4643ffb695f"
-version = "0.2.2"
+version = "0.2.3"
 
 [[deps.CUDA_Runtime_jll]]
 deps = ["Artifacts", "CUDA_Driver_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
@@ -248,27 +235,21 @@ path = ".."
 uuid = "4347a170-ebd6-470c-89d3-5c705c0cacc2"
 version = "0.1.0"
 
-[[deps.CatIndices]]
-deps = ["CustomUnitRanges", "OffsetArrays"]
-git-tree-sha1 = "a0f80a09780eed9b1d106a1bf62041c2efc995bc"
-uuid = "aafaddc9-749c-510e-ac4f-586e18779b91"
-version = "0.2.2"
-
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "e0af648f0692ec1691b5d094b8724ba1346281cf"
+git-tree-sha1 = "1287e3872d646eed95198457873249bd9f0caed2"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.18.0"
+version = "1.20.1"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
     ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ClimaAtmos]]
-deps = ["ArgParse", "ArtifactWrappers", "Artifacts", "AtmosphericProfilesLibrary", "CLIMAParameters", "ClimaComms", "ClimaCore", "ClimaTimeSteppers", "CloudMicrophysics", "Colors", "Dates", "Dierckx", "DiffEqBase", "DiffEqCallbacks", "DocStringExtensions", "FastGaussQuadrature", "ImageFiltering", "Insolation", "Interpolations", "IntervalSets", "Krylov", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "Pkg", "Printf", "RRTMGP", "Random", "RootSolvers", "SciMLBase", "StaticArrays", "Statistics", "StatsBase", "SurfaceFluxes", "Test", "Thermodynamics", "YAML"]
-git-tree-sha1 = "468d3045770744ac071b0331a0cfc997cc57642c"
+deps = ["ArgParse", "ArtifactWrappers", "Artifacts", "AtmosphericProfilesLibrary", "CLIMAParameters", "ClimaComms", "ClimaCore", "ClimaTimeSteppers", "CloudMicrophysics", "Colors", "Dates", "Dierckx", "DiffEqBase", "DiffEqCallbacks", "DocStringExtensions", "FastGaussQuadrature", "Insolation", "Interpolations", "IntervalSets", "Krylov", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "Pkg", "Printf", "RRTMGP", "Random", "RootSolvers", "SciMLBase", "StaticArrays", "Statistics", "StatsBase", "SurfaceFluxes", "Thermodynamics", "YAML"]
+git-tree-sha1 = "10e8fbe55c7a1aae4e28a535b1b4114ad1f2a176"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
-version = "0.17.2"
+version = "0.20.0"
 
 [[deps.ClimaComms]]
 deps = ["CUDA", "MPI"]
@@ -277,10 +258,10 @@ uuid = "3a4d1b5c-c61d-41fd-a00a-5873ba7a1b0d"
 version = "0.5.6"
 
 [[deps.ClimaCore]]
-deps = ["Adapt", "BandedMatrices", "BlockArrays", "CUDA", "ClimaComms", "CubedSphere", "DataStructures", "DocStringExtensions", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "Memoize", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "Static", "StaticArrays", "Statistics", "WeakValueDicts"]
-git-tree-sha1 = "d717da52954a5c2a5f804dbf0a48d13f110d16d1"
+deps = ["Adapt", "BandedMatrices", "BlockArrays", "CUDA", "ClimaComms", "CubedSphere", "DataStructures", "DocStringExtensions", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "Static", "StaticArrays", "Statistics", "Unrolled"]
+git-tree-sha1 = "541bf25a8adc3c7ddf8d45a96149964f5cfbb074"
 uuid = "d414da3d-4745-48bb-8d80-42e94e092884"
-version = "0.11.4"
+version = "0.11.9"
 weakdeps = ["Krylov"]
 
     [deps.ClimaCore.extensions]
@@ -300,21 +281,21 @@ version = "0.1.12"
 
 [[deps.CloudMicrophysics]]
 deps = ["CLIMAParameters", "DocStringExtensions", "ForwardDiff", "RootSolvers", "SpecialFunctions", "Thermodynamics"]
-git-tree-sha1 = "a6993c57af74e2e0f2191b556178cc8d8c0df9d6"
+git-tree-sha1 = "0c0be34fad945b95fd3c94cca9003bacae990ccf"
 uuid = "6a9e3e04-43cd-43ba-94b9-e8782df3c71b"
-version = "0.15.1"
+version = "0.15.2"
 
 [[deps.CodecBzip2]]
 deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
-git-tree-sha1 = "c0ae2a86b162fb5d7acc65269b469ff5b8a73594"
+git-tree-sha1 = "9b1ca1aa6ce3f71b3d1840c538a8210a043625eb"
 uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
-version = "0.8.1"
+version = "0.8.2"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
+git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.3"
+version = "0.7.4"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
@@ -322,16 +303,6 @@ git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
 version = "0.11.4"
 
-[[deps.ColorVectorSpace]]
-deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
-git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
-uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.10.0"
-weakdeps = ["SpecialFunctions"]
-
-    [deps.ColorVectorSpace.extensions]
-    SpecialFunctionsExt = "SpecialFunctions"
-
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
 git-tree-sha1 = "fc08e5930ee9a4e03f84bfb5211cb54e7769758a"
@@ -339,10 +310,10 @@ uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
 version = "0.12.10"
 
 [[deps.CommonDataModel]]
-deps = ["CFTime", "DataStructures", "Dates", "Preferences", "Printf"]
-git-tree-sha1 = "7f5717cbb2c1ce650cfd454451f282df33103596"
+deps = ["CFTime", "DataStructures", "Dates", "Preferences", "Printf", "Statistics"]
+git-tree-sha1 = "a132d267a055e8173a4a8e83d0d4ddcaeae70f91"
 uuid = "1fbeeb36-5f17-413c-809b-666fb144f157"
-version = "0.2.5"
+version = "0.3.4"
 
 [[deps.CommonSolve]]
 git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c"
@@ -356,10 +327,10 @@ uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
 version = "0.3.0"
 
 [[deps.Compat]]
-deps = ["UUIDs"]
-git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
+deps = ["TOML", "UUIDs"]
+git-tree-sha1 = "75bd5b6fc5089df449b5d35fa501c846c9b6549b"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.1"
+version = "4.12.0"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -368,26 +339,7 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.0.5+0"
-
-[[deps.CompositionsBase]]
-git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
-uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b"
-version = "0.1.2"
-weakdeps = ["InverseFunctions"]
-
-    [deps.CompositionsBase.extensions]
-    CompositionsBaseInverseFunctionsExt = "InverseFunctions"
-
-[[deps.ComputationalResources]]
-git-tree-sha1 = "52cb3ec90e8a8bea0e62e275ba577ad0f74821f7"
-uuid = "ed09eef8-17a6-5b46-8889-db040fac31e3"
-version = "0.3.2"
-
-[[deps.ConcreteStructs]]
-git-tree-sha1 = "f749037478283d372048690eb3b5f92a79432b34"
-uuid = "2569d6c7-a4a2-43d3-a901-331e8e4be471"
-version = "0.2.3"
+version = "1.0.5+1"
 
 [[deps.ConstructionBase]]
 deps = ["LinearAlgebra"]
@@ -423,15 +375,10 @@ git-tree-sha1 = "253193dfb0384646936c5ff3230b27a20d91261e"
 uuid = "7445602f-e544-4518-8976-18f8e8ae6cdb"
 version = "0.2.4"
 
-[[deps.CustomUnitRanges]]
-git-tree-sha1 = "1a3f97f907e6dd8983b744d2642651bb162a3f7a"
-uuid = "dc8bdbbb-1ca9-579f-8c36-e416f6a65cce"
-version = "1.0.2"
-
 [[deps.DataAPI]]
-git-tree-sha1 = "8da84edb865b0b5b0100c0666a9bc9a0b71c553c"
+git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.15.0"
+version = "1.16.0"
 
 [[deps.DataFrames]]
 deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
@@ -441,9 +388,9 @@ version = "1.6.1"
 
 [[deps.DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "3dbd312d370723b6bb43ba9d02fc36abade4518d"
+git-tree-sha1 = "ac67408d9ddf207de5cfa9a97e114352430f01ed"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.15"
+version = "0.18.16"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -474,9 +421,9 @@ version = "0.1.0+0"
 
 [[deps.DiffEqBase]]
 deps = ["ArrayInterface", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Static", "StaticArraysCore", "Statistics", "Tricks", "TruncatedStacktraces"]
-git-tree-sha1 = "b983d7e2b869375c74b1197fb65209b6f528d28f"
+git-tree-sha1 = "6af33c2eb7478db06bcf5c810e6f3dda53aac2ac"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.141.1"
+version = "6.146.0"
 
     [deps.DiffEqBase.extensions]
     DiffEqBaseChainRulesCoreExt = "ChainRulesCore"
@@ -504,9 +451,9 @@ version = "6.141.1"
 
 [[deps.DiffEqCallbacks]]
 deps = ["DataStructures", "DiffEqBase", "ForwardDiff", "Functors", "LinearAlgebra", "Markdown", "NLsolve", "Parameters", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"]
-git-tree-sha1 = "4e4de57a0ac47b2f20aae62f132355b058e9f0cd"
+git-tree-sha1 = "cf334da651a6e42c50e1477d6ab978f1b8be3057"
 uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def"
-version = "2.34.0"
+version = "2.36.1"
 
     [deps.DiffEqCallbacks.weakdeps]
     OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
@@ -547,9 +494,9 @@ uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
 deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "a6c00f894f24460379cb7136633cef54ac9f6f4a"
+git-tree-sha1 = "7c302d7a5fec5214eb8a5a4c466dcf7a51fcf169"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.103"
+version = "0.25.107"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -595,27 +542,24 @@ uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
 version = "1.0.4"
 
 [[deps.EnzymeCore]]
-deps = ["Adapt"]
-git-tree-sha1 = "2efe862de93cd87f620ad6ac9c9e3f83f1b2841b"
+git-tree-sha1 = "59c44d8fbc651c0395d8a6eda64b05ce316f58b4"
 uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
-version = "0.6.4"
+version = "0.6.5"
+weakdeps = ["Adapt"]
+
+    [deps.EnzymeCore.extensions]
+    AdaptExt = "Adapt"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
 uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
 version = "0.1.10"
 
-[[deps.FFTViews]]
-deps = ["CustomUnitRanges", "FFTW"]
-git-tree-sha1 = "cbdf14d1e8c7c8aacbe8b19862e0179fd08321c2"
-uuid = "4f61f5a4-77b1-5117-aa51-3ab5ef4ef0cd"
-version = "0.3.2"
-
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "4820348781ae578893311153d69049a93d05f39d"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.8.0"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -642,18 +586,18 @@ version = "0.5.1"
 
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "299dc33549f68299137e51e6d49a13b5b1da9673"
+git-tree-sha1 = "c5c28c245101bd59154f649e19b038d15901b5dc"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.1"
+version = "1.16.2"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "25a10f2b86118664293062705fd9c7e2eda881a2"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.9.2"
+version = "1.9.3"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -663,9 +607,9 @@ weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
 [[deps.FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"]
-git-tree-sha1 = "c6e4a1fbe73b31a3dea94b1da449503b8830c306"
+git-tree-sha1 = "73d1214fec245096717847c62d389a5d2ac86504"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.21.1"
+version = "2.22.0"
 
     [deps.FiniteDiff.extensions]
     FiniteDiffBandedMatricesExt = "BandedMatrices"
@@ -720,6 +664,11 @@ version = "0.4.5"
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
+[[deps.GMP_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "781609d7-10c4-51f6-84f2-b8444358ff6d"
+version = "6.2.1+6"
+
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
 git-tree-sha1 = "85d7fb51afb3def5dcb85ad31c3707795c8bccc1"
@@ -755,6 +704,12 @@ git-tree-sha1 = "3e076ca96e34a47e98a46657b2bec2655a366d80"
 uuid = "88fa7841-ef32-4516-bb70-c6ec135699d9"
 version = "0.1.0"
 
+[[deps.GnuTLS_jll]]
+deps = ["Artifacts", "GMP_jll", "JLLWrappers", "Libdl", "Nettle_jll", "P11Kit_jll", "Pkg", "Zlib_jll"]
+git-tree-sha1 = "266fe9b2335527cbf569ba4fd0979e3d8c6fd491"
+uuid = "0951126a-58fd-58f1-b5b3-b08c7c4a876d"
+version = "3.7.8+1"
+
 [[deps.HDF5]]
 deps = ["Compat", "HDF5_jll", "Libdl", "MPIPreferences", "Mmap", "Preferences", "Printf", "Random", "Requires", "UUIDs"]
 git-tree-sha1 = "26407bd1c60129062cec9da63dc7d08251544d53"
@@ -766,10 +721,10 @@ weakdeps = ["MPI"]
     MPIExt = "MPI"
 
 [[deps.HDF5_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
-git-tree-sha1 = "38c8874692d48d5440d5752d6c74b0c6b0b60739"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
+git-tree-sha1 = "e4591176488495bf44d7456bd73179d87d5e6eab"
 uuid = "0234f1f7-429e-5d53-9886-15a909be8d59"
-version = "1.14.2+1"
+version = "1.14.3+1"
 
 [[deps.HypergeometricFunctions]]
 deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
@@ -782,24 +737,6 @@ git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
 uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
 version = "0.1.1"
 
-[[deps.ImageBase]]
-deps = ["ImageCore", "Reexport"]
-git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909"
-uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
-version = "0.1.7"
-
-[[deps.ImageCore]]
-deps = ["AbstractFFTs", "ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
-git-tree-sha1 = "fc5d1d3443a124fde6e92d0260cd9e064eba69f8"
-uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
-version = "0.10.1"
-
-[[deps.ImageFiltering]]
-deps = ["CatIndices", "ComputationalResources", "DataStructures", "FFTViews", "FFTW", "ImageBase", "ImageCore", "LinearAlgebra", "OffsetArrays", "PrecompileTools", "Reexport", "SparseArrays", "StaticArrays", "Statistics", "TiledIteration"]
-git-tree-sha1 = "432ae2b430a18c58eb7eca9ef8d0f2db90bc749c"
-uuid = "6a3955dd-da59-5b1f-98d4-e7296123deb5"
-version = "0.7.8"
-
 [[deps.InlineStrings]]
 deps = ["Parsers"]
 git-tree-sha1 = "9cc2baf75c6d09f9da536ddf58eb2f29dedaf461"
@@ -808,20 +745,19 @@ version = "1.4.0"
 
 [[deps.Insolation]]
 deps = ["Artifacts", "Dates", "DelimitedFiles", "Interpolations"]
-git-tree-sha1 = "ec703ca8951d6beb6ca68988044c7c377d14a244"
+git-tree-sha1 = "2aaf998568ab59643cefb0fc17eba42f9d5bef37"
 uuid = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
-version = "0.8.1"
+version = "0.9.0"
+weakdeps = ["CLIMAParameters"]
 
-[[deps.IntegerMathUtils]]
-git-tree-sha1 = "b8ffb903da9f7b8cf695a8bead8e01814aa24b30"
-uuid = "18e54dd8-cb9d-406c-a71d-865a43cbb235"
-version = "0.1.2"
+    [deps.Insolation.extensions]
+    CreateParametersExt = "CLIMAParameters"
 
 [[deps.IntelOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "31d6adb719886d4e32e38197aae466e98881320b"
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2024.0.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -829,9 +765,15 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
+
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
@@ -843,12 +785,6 @@ weakdeps = ["Statistics"]
     [deps.IntervalSets.extensions]
     IntervalSetsStatisticsExt = "Statistics"
 
-[[deps.InverseFunctions]]
-deps = ["Test"]
-git-tree-sha1 = "68772f49f54b479fa88ace904f6127f0a3bb2e46"
-uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.12"
-
 [[deps.InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
@@ -866,9 +802,9 @@ version = "1.0.0"
 
 [[deps.JLD2]]
 deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "Pkg", "PrecompileTools", "Printf", "Reexport", "Requires", "TranscodingStreams", "UUIDs"]
-git-tree-sha1 = "9bbb5130d3b4fa52846546bca4791ecbdfb52730"
+git-tree-sha1 = "7c0008f0b7622c6c0ee5c65cbc667b69f8a65672"
 uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
-version = "0.4.38"
+version = "0.4.45"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -890,9 +826,9 @@ version = "0.2.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "81de11f7b02465435aab0ed7e935965bfcb3072b"
+git-tree-sha1 = "4e0cb2f5aad44dcfdc91088e85dee4ecb22c791c"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.14"
+version = "0.9.16"
 weakdeps = ["EnzymeCore"]
 
     [deps.KernelAbstractions.extensions]
@@ -900,9 +836,9 @@ weakdeps = ["EnzymeCore"]
 
 [[deps.Krylov]]
 deps = ["LinearAlgebra", "Printf", "SparseArrays"]
-git-tree-sha1 = "17e462054b42dcdda73e9a9ba0c67754170c88ae"
+git-tree-sha1 = "8a6837ec02fe5fb3def1abc907bb802ef11a0729"
 uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
-version = "0.9.4"
+version = "0.9.5"
 
 [[deps.KrylovKit]]
 deps = ["ChainRulesCore", "GPUArraysCore", "LinearAlgebra", "Printf"]
@@ -918,9 +854,9 @@ version = "0.10.1"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
-git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
+git-tree-sha1 = "cb4619f7353fc62a1a22ffa3d7ed9791cfb47ad8"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.4.1"
+version = "6.4.2"
 weakdeps = ["BFloat16s"]
 
     [deps.LLVM.extensions]
@@ -937,23 +873,11 @@ git-tree-sha1 = "2e5c102cfc41f48ae4740c7eca7743cc7e7b75ea"
 uuid = "8b046642-f1f6-4319-8d3c-209ddc03c586"
 version = "1.0.0"
 
-[[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
-uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
-
 [[deps.LaTeXStrings]]
 git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.3.1"
 
-[[deps.LatticeRules]]
-deps = ["Random"]
-git-tree-sha1 = "7f5b02258a3ca0221a6a9710b0a0a2e8fb4957fe"
-uuid = "73f95e8e-ec14-4e6a-8b18-0d2e271c4e55"
-version = "0.0.1"
-
 [[deps.LayoutPointers]]
 deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"]
 git-tree-sha1 = "62edfee3211981241b57ff1cedf4d74d79519277"
@@ -981,9 +905,14 @@ uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
 version = "8.4.0+0"
 
 [[deps.LibGit2]]
-deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
+deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 
+[[deps.LibGit2_jll]]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
+version = "1.6.4+0"
+
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
@@ -1009,10 +938,14 @@ deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[deps.LinearOperators]]
-deps = ["FastClosures", "LDLFactorizations", "LinearAlgebra", "Printf", "SparseArrays", "TimerOutputs"]
-git-tree-sha1 = "a58ab1d18efa0bcf9f0868c6d387e4126dad3e72"
+deps = ["FastClosures", "LDLFactorizations", "LinearAlgebra", "Printf", "Requires", "SparseArrays", "TimerOutputs"]
+git-tree-sha1 = "58e2ca62646a62e18f86253b9c2a2d821c2d934b"
 uuid = "5c8ed15e-5a4c-59e4-a42b-c7e8811fb125"
-version = "2.5.2"
+version = "2.6.0"
+weakdeps = ["ChainRulesCore"]
+
+    [deps.LinearOperators.extensions]
+    LinearOperatorsChainRulesCoreExt = "ChainRulesCore"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
@@ -1033,11 +966,17 @@ version = "0.3.26"
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
+[[deps.Lz4_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "6c26c5e8a4203d43b5497be3ec5d4e0c3cde240a"
+uuid = "5ced341a-0733-55b8-9ab6-a4889d929147"
+version = "1.9.4+0"
+
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MPI]]
 deps = ["Distributed", "DocStringExtensions", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "PkgVersion", "PrecompileTools", "Requires", "Serialization", "Sockets"]
@@ -1055,9 +994,9 @@ version = "0.20.19"
 
 [[deps.MPICH_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
-git-tree-sha1 = "8a5b4d2220377d1ece13f49438d71ad20cf1ba83"
+git-tree-sha1 = "2ee75365ca243c1a39d467e35ffd3d4d32eef11e"
 uuid = "7cb0a576-ebde-5e09-9194-50597f1243b4"
-version = "4.1.2+0"
+version = "4.1.2+1"
 
 [[deps.MPIPreferences]]
 deps = ["Libdl", "Preferences"]
@@ -1067,46 +1006,35 @@ version = "0.1.10"
 
 [[deps.MPItrampoline_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
-git-tree-sha1 = "6979eccb6a9edbbb62681e158443e79ecc0d056a"
+git-tree-sha1 = "8eeb3c73bbc0ca203d0dc8dad4008350bbe5797b"
 uuid = "f1f71cc9-e9ae-5b93-9b94-4fe0e1ad3748"
-version = "5.3.1+0"
+version = "5.3.1+1"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.13"
 
 [[deps.ManualMemory]]
 git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
 uuid = "d125e4d3-2237-4719-b19c-fa641b8a4667"
 version = "0.1.8"
 
-[[deps.MappedArrays]]
-git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
-uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900"
-version = "0.4.2"
-
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MathOptInterface]]
 deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "362ae34a5291a79e16b8eb87b5738532c5e799ff"
+git-tree-sha1 = "8b40681684df46785a0012d352982e22ac3be59e"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.23.0"
+version = "1.25.2"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.2+0"
-
-[[deps.Memoize]]
-deps = ["MacroTools"]
-git-tree-sha1 = "2b1dfcba103de714d31c033b5dacc2e4a12c7caa"
-uuid = "c03570c3-d221-55d1-a50c-7939bbd78826"
-version = "0.4.4"
+version = "2.28.2+1"
 
 [[deps.MicrosoftMPI_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1123,15 +1051,9 @@ version = "1.1.0"
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
-[[deps.MosaicViews]]
-deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"]
-git-tree-sha1 = "7b86a5d4d70a9f5cdf2dacb3cbe6d251d1a61dbe"
-uuid = "e94cdb99-869f-56ef-bcf0-1ae2bcbe0389"
-version = "0.3.4"
-
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2022.10.11"
+version = "2023.1.10"
 
 [[deps.MuladdMacro]]
 git-tree-sha1 = "cac9cc5499c25554cba55cd3c30543cff5ca4fab"
@@ -1146,9 +1068,9 @@ version = "1.4.0"
 
 [[deps.NCDatasets]]
 deps = ["CFTime", "CommonDataModel", "DataStructures", "Dates", "DiskArrays", "NetCDF_jll", "NetworkOptions", "Printf"]
-git-tree-sha1 = "7fcb4378f9c648a186bcb996fa29acc929a179ed"
+git-tree-sha1 = "79400cceb1655e7b2fe528a7b114c785bc152e59"
 uuid = "85f8d34a-cbdd-5861-8df4-14fed0d494ab"
-version = "0.13.1"
+version = "0.14.1"
 
 [[deps.NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
@@ -1164,9 +1086,9 @@ version = "4.5.1"
 
 [[deps.NVTX]]
 deps = ["Colors", "JuliaNVTXCallbacks_jll", "Libdl", "NVTX_jll"]
-git-tree-sha1 = "8bc9ce4233be3c63f8dcd78ccaf1b63a9c0baa34"
+git-tree-sha1 = "53046f0483375e3ed78e49190f1154fa0a4083a1"
 uuid = "5da4648a-3479-48b8-97b9-01cb529c0a1f"
-version = "0.3.3"
+version = "0.3.4"
 
 [[deps.NVTX_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1187,36 +1109,45 @@ uuid = "30363a11-5582-574a-97bb-aa9a979735b9"
 version = "0.11.7"
 
 [[deps.NetCDF_jll]]
-deps = ["Artifacts", "Bzip2_jll", "HDF5_jll", "JLLWrappers", "LibCURL_jll", "Libdl", "XML2_jll", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "10c612c81eaffdd6b7c28a45a554cdd9d2f40ff1"
+deps = ["Artifacts", "Blosc_jll", "Bzip2_jll", "HDF5_jll", "JLLWrappers", "LibCURL_jll", "Libdl", "OpenMPI_jll", "XML2_jll", "Zlib_jll", "Zstd_jll", "libzip_jll"]
+git-tree-sha1 = "a8af1798e4eb9ff768ce7fdefc0e957097793f15"
 uuid = "7243133f-43d8-5620-bbf4-c2c921802cf3"
-version = "400.902.208+0"
+version = "400.902.209+0"
+
+[[deps.Nettle_jll]]
+deps = ["Artifacts", "GMP_jll", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "eca63e3847dad608cfa6a3329b95ef674c7160b4"
+uuid = "4c82536e-c426-54e4-b420-14f461c4ed8b"
+version = "3.7.2+0"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.OpenBLAS32_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "2fb9ee2dc14d555a6df2a714b86b7125178344c2"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "6065c4cff8fee6c6770b277af45d5082baacdba1"
 uuid = "656ef2d0-ae68-5445-9ca0-591084a874a2"
-version = "0.3.21+0"
+version = "0.3.24+0"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.21+4"
+version = "0.3.23+2"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+0"
+version = "0.8.1+2"
 
 [[deps.OpenMPI_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
@@ -1226,9 +1157,9 @@ version = "4.1.6+0"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
+git-tree-sha1 = "60e3045590bd104a16fefb12836c00c0ef8c7f8c"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.12+0"
+version = "3.0.13+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1237,27 +1168,27 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.5+0"
 
 [[deps.Optim]]
-deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "01f85d9269b13fedc61e63cc72ee2213565f7a72"
+deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "MathOptInterface", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
+git-tree-sha1 = "47fea72de134f75b105a5d4a1abe5c6aec89d390"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.7.8"
+version = "1.9.1"
 
 [[deps.OrderedCollections]]
 git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
 version = "1.6.3"
 
+[[deps.P11Kit_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "2cd396108e178f3ae8dedbd8e938a18726ab2fbf"
+uuid = "c2071276-7c44-58a7-b746-946036e04d0a"
+version = "0.24.1+0"
+
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "4e5be6bb265d33669f98eb55d2a57addd1eeb72c"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.30"
-
-[[deps.PaddedViews]]
-deps = ["OffsetArrays"]
-git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f"
-uuid = "5432bcbf-9aad-5242-b902-cca2824c8663"
-version = "0.5.12"
+version = "0.11.31"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -1267,14 +1198,14 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "a935806434c9d4c506ba941871b327b96d41f2bf"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.0"
+version = "2.8.1"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.9.2"
+version = "1.10.0"
 
 [[deps.PkgVersion]]
 deps = ["Pkg"]
@@ -1307,10 +1238,10 @@ uuid = "85a6dd25-e78a-55b7-8502-1745935b8125"
 version = "0.2.4"
 
 [[deps.PreallocationTools]]
-deps = ["Adapt", "ArrayInterface", "ForwardDiff", "Requires"]
-git-tree-sha1 = "f739b1b3cc7b9949af3b35089931f2b58c289163"
+deps = ["Adapt", "ArrayInterface", "ForwardDiff"]
+git-tree-sha1 = "64bb68f76f789f5fe5930a80af310f19cdafeaed"
 uuid = "d236fae5-4411-538c-8e31-a6e3d9e00b46"
-version = "0.4.12"
+version = "0.4.17"
 
     [deps.PreallocationTools.extensions]
     PreallocationToolsReverseDiffExt = "ReverseDiff"
@@ -1336,12 +1267,6 @@ git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
 version = "2.3.1"
 
-[[deps.Primes]]
-deps = ["IntegerMathUtils"]
-git-tree-sha1 = "1d05623b5952aed1307bf8b43bec8b8d1ef94b6e"
-uuid = "27ebfcd6-29c5-5fa9-bf4b-fb8fc14df3ae"
-version = "0.5.5"
-
 [[deps.Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
@@ -1358,39 +1283,33 @@ version = "1.5.1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "9ebcd48c498668c7fa0e97a9cae873fbee7bfee1"
+git-tree-sha1 = "9b23c31e76e333e6fb4c1595ae6afa74966a729e"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.9.1"
-
-[[deps.QuasiMonteCarlo]]
-deps = ["Accessors", "ConcreteStructs", "LatticeRules", "LinearAlgebra", "Primes", "Random", "Requires", "Sobol", "StatsBase"]
-git-tree-sha1 = "cc086f8485bce77b6187141e1413c3b55f9a4341"
-uuid = "8a4e6c94-4038-4cdc-81c3-7e6ffdb2a71b"
-version = "0.3.3"
-weakdeps = ["Distributions"]
-
-    [deps.QuasiMonteCarlo.extensions]
-    QuasiMonteCarloDistributionsExt = "Distributions"
+version = "2.9.4"
 
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 
 [[deps.RRTMGP]]
-deps = ["Adapt", "CUDA", "ClimaComms", "DocStringExtensions", "GaussQuadrature", "Random", "StaticArrays"]
-git-tree-sha1 = "40ea97b2334725cef9b7f9e2fc2f76b35596807d"
+deps = ["Adapt", "Artifacts", "CUDA", "ClimaComms", "DocStringExtensions", "GaussQuadrature", "Random", "StaticArrays"]
+git-tree-sha1 = "3493869e9bbe529dfd8dada02b455847bdb46f27"
 uuid = "a01a1ee8-cea4-48fc-987c-fc7878d79da1"
-version = "0.10.0"
+version = "0.11.0"
+weakdeps = ["CLIMAParameters"]
+
+    [deps.RRTMGP.extensions]
+    CreateParametersExt = "CLIMAParameters"
 
 [[deps.Random]]
-deps = ["SHA", "Serialization"]
+deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1415,20 +1334,26 @@ uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 version = "1.3.4"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "d7087c013e8a496ff396bae843b1e16d9a30ede8"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "2bd309f5171a628efdf5309361cd8a779b9e63a9"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.38.10"
+version = "3.8.0"
 
     [deps.RecursiveArrayTools.extensions]
+    RecursiveArrayToolsFastBroadcastExt = "FastBroadcast"
+    RecursiveArrayToolsForwardDiffExt = "ForwardDiff"
     RecursiveArrayToolsMeasurementsExt = "Measurements"
     RecursiveArrayToolsMonteCarloMeasurementsExt = "MonteCarloMeasurements"
+    RecursiveArrayToolsReverseDiffExt = ["ReverseDiff", "Zygote"]
     RecursiveArrayToolsTrackerExt = "Tracker"
     RecursiveArrayToolsZygoteExt = "Zygote"
 
     [deps.RecursiveArrayTools.weakdeps]
+    FastBroadcast = "7034ab61-46d4-4ed7-9d0f-46aef9175898"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
     Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
     MonteCarloMeasurements = "0987c9cc-fe09-11e8-30f0-b96dd679fdca"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
@@ -1495,10 +1420,10 @@ uuid = "94e857df-77ce-4151-89e5-788b33177be4"
 version = "0.1.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "QuasiMonteCarlo", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
-git-tree-sha1 = "d432b4c4cc922fb7b21b555c138aa87f9fb7beb8"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "535bb76be2c1090a09767b18b160f5729ad12aff"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.9.1"
+version = "2.23.0"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
@@ -1548,24 +1473,19 @@ version = "1.1.1"
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
 uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
 
-[[deps.Sobol]]
-deps = ["DelimitedFiles", "Random"]
-git-tree-sha1 = "5a74ac22a9daef23705f010f72c81d6925b19df8"
-uuid = "ed01d8cd-4d21-5b2a-85b4-cc3bdc58bad4"
-version = "1.5.0"
-
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
+git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+version = "1.10.0"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1577,12 +1497,6 @@ weakdeps = ["ChainRulesCore"]
     [deps.SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
 
-[[deps.StackViews]]
-deps = ["OffsetArrays"]
-git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
-uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
-version = "0.1.1"
-
 [[deps.Static]]
 deps = ["IfElse"]
 git-tree-sha1 = "f295e0a1da4ca425659c57441bcb59abb035a4bc"
@@ -1591,9 +1505,9 @@ version = "0.8.8"
 
 [[deps.StaticArrayInterface]]
 deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
-git-tree-sha1 = "03fec6800a986d191f64f5c0996b59ed526eda25"
+git-tree-sha1 = "5d66818a39bb04bf328e92bc933ec5b4ee88e436"
 uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
-version = "1.4.1"
+version = "1.5.0"
 weakdeps = ["OffsetArrays", "StaticArrays"]
 
     [deps.StaticArrayInterface.extensions]
@@ -1602,12 +1516,13 @@ weakdeps = ["OffsetArrays", "StaticArrays"]
 
 [[deps.StaticArrays]]
 deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
-git-tree-sha1 = "5ef59aea6f18c25168842bded46b16662141ab87"
+git-tree-sha1 = "7b0e9c14c624e435076d19aea1e5cbdec2b9ca37"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.7.0"
-weakdeps = ["Statistics"]
+version = "1.9.2"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1618,7 +1533,7 @@ version = "1.4.2"
 [[deps.Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-version = "1.9.0"
+version = "1.10.0"
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
@@ -1637,12 +1552,15 @@ deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Re
 git-tree-sha1 = "f625d686d5a88bcd2b15cd81f18f98186fdc0c9a"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 version = "1.3.0"
-weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
     StatsFunsInverseFunctionsExt = "InverseFunctions"
 
+    [deps.StatsFuns.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
+
 [[deps.StrideArraysCore]]
 deps = ["ArrayInterface", "CloseOpenIntervals", "IfElse", "LayoutPointers", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface", "ThreadingUtilities"]
 git-tree-sha1 = "d6415f66f3d89c615929af907fdc6a3e17af0d8c"
@@ -1666,21 +1584,24 @@ deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 
 [[deps.SuiteSparse_jll]]
-deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
+deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "5.10.1+6"
+version = "7.2.1+1"
 
 [[deps.SurfaceFluxes]]
-deps = ["CLIMAParameters", "DocStringExtensions", "Logging", "RootSolvers", "Thermodynamics"]
-git-tree-sha1 = "7f83013a0654d6504226d93ba0cba94d94e1b0b0"
+deps = ["DocStringExtensions", "RootSolvers", "Thermodynamics"]
+git-tree-sha1 = "6431256ee7c06ed2900fd46688f355e5a43e90eb"
 uuid = "49b00bb7-8bd4-4f2b-b78c-51cd0450215f"
-version = "0.8.0"
+version = "0.9.1"
+weakdeps = ["CLIMAParameters"]
+
+    [deps.SurfaceFluxes.extensions]
+    CreateParametersExt = "CLIMAParameters"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "b3103f4f50a3843e66297a2456921377c78f5e31"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.5"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1716,12 +1637,6 @@ version = "0.15.4"
     [deps.TaylorSeries.weakdeps]
     IntervalArithmetic = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
 
-[[deps.TensorCore]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
-uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
-version = "0.1.1"
-
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
@@ -1733,9 +1648,13 @@ version = "1.0.1"
 
 [[deps.Thermodynamics]]
 deps = ["DocStringExtensions", "KernelAbstractions", "Random", "RootSolvers"]
-git-tree-sha1 = "2de4b5ccc71baf3578959928c295a2fa13105db7"
+git-tree-sha1 = "d3b8b0346aa5f101135fbe3cd62acaeb2074a50a"
 uuid = "b60c26fb-14c3-4610-9d3e-2d17fe7ff00c"
-version = "0.11.2"
+version = "0.11.6"
+weakdeps = ["CLIMAParameters"]
+
+    [deps.Thermodynamics.extensions]
+    CreateParametersExt = "CLIMAParameters"
 
 [[deps.ThreadingUtilities]]
 deps = ["ManualMemory"]
@@ -1743,12 +1662,6 @@ git-tree-sha1 = "eda08f7e9818eb53661b3deb74e3159460dfbc27"
 uuid = "8290d209-cae3-49c0-8002-c8c24d57dab5"
 version = "0.5.2"
 
-[[deps.TiledIteration]]
-deps = ["OffsetArrays", "StaticArrayInterface"]
-git-tree-sha1 = "1176cc31e867217b06928e2f140c90bd1bc88283"
-uuid = "06e1c1a7-607b-532d-9fad-de7d9aa2abac"
-version = "0.5.0"
-
 [[deps.TimerOutputs]]
 deps = ["ExprTools", "Printf"]
 git-tree-sha1 = "f548a9e9c490030e545f72074a41edfd0e5bcdd7"
@@ -1756,9 +1669,9 @@ uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
 version = "0.5.23"
 
 [[deps.TranscodingStreams]]
-git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
+git-tree-sha1 = "54194d92959d8ebaa8e26227dbe3cdefcdcd594f"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.10.2"
+version = "0.10.3"
 weakdeps = ["Random", "Test"]
 
     [deps.TranscodingStreams.extensions]
@@ -1787,6 +1700,12 @@ version = "1.0.2"
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 
+[[deps.Unrolled]]
+deps = ["MacroTools"]
+git-tree-sha1 = "6cc9d682755680e0f0be87c56392b7651efc2c7b"
+uuid = "9602ed7d-8fef-5bc8-8597-8f21381861e8"
+version = "0.1.5"
+
 [[deps.UnsafeAtomics]]
 git-tree-sha1 = "6331ac3440856ea1988316b46045303bef658278"
 uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
@@ -1798,16 +1717,11 @@ git-tree-sha1 = "323e3d0acf5e78a56dfae7bd8928c989b4f3083e"
 uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249"
 version = "0.1.3"
 
-[[deps.WeakValueDicts]]
-git-tree-sha1 = "98528c2610a5479f091d470967a25becfd83edd0"
-uuid = "897b6980-f191-5a31-bcb0-bf3c4585e0c1"
-version = "0.1.0"
-
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.6"
+version = "1.0.0"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
@@ -1815,6 +1729,12 @@ git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
 version = "2.12.2+0"
 
+[[deps.XZ_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
+uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
+version = "5.4.5+0"
+
 [[deps.YAML]]
 deps = ["Base64", "Dates", "Printf", "StringEncodings"]
 git-tree-sha1 = "e6330e4b731a6af7959673621e91645eb1356884"
@@ -1824,7 +1744,7 @@ version = "0.4.9"
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+0"
+version = "1.2.13+1"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1841,7 +1761,13 @@ version = "1.0.6+1"
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.8.0+0"
+version = "5.8.0+1"
+
+[[deps.libzip_jll]]
+deps = ["Artifacts", "Bzip2_jll", "GnuTLS_jll", "JLLWrappers", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
+git-tree-sha1 = "9a6ac803f3c17fe7cf66430a8bfc7186800f08a4"
+uuid = "337d8026-41b4-5cde-a456-74a10e5b31d1"
+version = "1.9.2+0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1851,4 +1777,4 @@ version = "1.52.0+1"
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+0"
+version = "17.4.0+2"
diff --git a/experiments/Project.toml b/experiments/Project.toml
index 899f3d5a..d30c84a0 100644
--- a/experiments/Project.toml
+++ b/experiments/Project.toml
@@ -12,16 +12,16 @@ TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
 YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
 
 [extras]
-CUDA_Runtime_jll = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
 CUDA_Driver_jll = "4ee394cb-3365-5eb0-8335-949819d2adfc"
+CUDA_Runtime_jll = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
 MPIPreferences = "3da0fdf6-3ccc-4f1b-acd9-58baa6c99267"
 
 [preferences.CUDA_Driver_jll]
 compat = false
 
 [preferences.CUDA_Runtime_jll]
-version = "12.2"
 local = "true"
+version = "12.2"
 
 [preferences.MPIPreferences]
 _format = "1.0"
diff --git a/experiments/common_env.sh b/experiments/common_env.sh
new file mode 100644
index 00000000..0455a5a6
--- /dev/null
+++ b/experiments/common_env.sh
@@ -0,0 +1,10 @@
+# Configure for Resnick HPCC
+module load julia/1.10.0 cuda/12.2 ucx/1.14.1_cuda-12.2 openmpi/4.1.5_cuda-12.2 nsight-systems/2023.3.1
+export OPENBLAS_NUM_THREADS=1
+export OMPI_MCA_opal_warn_on_missing_libcuda=0
+export JULIA_MAX_NUM_PRECOMPILE_FILES=100
+export JULIA_CPU_TARGET="broadwell;skylake"
+export JULIA_CUDA_MEMORY_POOL=none
+export JULIA_MPI_HAS_CUDA="true"
+export MPITRAMPOLINE_LIB=/groups/esm/software/MPIwrapper/ompi4.1.5_cuda-12.2/lib64/libmpiwrapper.so
+export MPITRAMPOLINE_MPIEXEC=/groups/esm/software/MPIwrapper/ompi4.1.5_cuda-12.2/bin/mpiwrapperexec
\ No newline at end of file
diff --git a/experiments/initialize.sbatch b/experiments/initialize.sbatch
index e7ff29e8..9a6a61c5 100644
--- a/experiments/initialize.sbatch
+++ b/experiments/initialize.sbatch
@@ -7,9 +7,9 @@
 experiment_id=$1
 
 echo "Initializing calibration for experiment $experiment_id"
-julia --project=experiments -e 'using Pkg; Pkg.instantiate(;verbose=true)'
+julia --color=no --project=experiments -e 'using Pkg; Pkg.instantiate(;verbose=true)'
 
-julia --project=experiments -e '
+julia --color=no --project=experiments -e '
     import CalibrateAtmos
     CalibrateAtmos.initialize("'$experiment_id'")
 '
diff --git a/experiments/model_run.sbatch b/experiments/model_run.sbatch
index 09af096e..6139db57 100644
--- a/experiments/model_run.sbatch
+++ b/experiments/model_run.sbatch
@@ -13,7 +13,7 @@ member=$(printf "member_%03d" "$SLURM_ARRAY_TASK_ID")
 output=output/$experiment_id/$format_i/$member/model_log.out
 
 # Run the forward model
-srun --output=$output julia --project=experiments -e "
+srun --output=$output julia --color=no --project=experiments -e "
     using ClimaComms
     ClimaComms.init(ClimaComms.context())
     import CalibrateAtmos
diff --git a/experiments/pipeline.sh b/experiments/pipeline.sh
index eb9be89b..fd89d71f 100755
--- a/experiments/pipeline.sh
+++ b/experiments/pipeline.sh
@@ -1,15 +1,7 @@
 #!/bin/bash
 
-# Configure for Resnick HPCC
-module load julia/1.9.4 cuda/12.2 ucx/1.14.1_cuda-12.2 openmpi/4.1.5_cuda-12.2 nsight-systems/2023.3.1
-export OPENBLAS_NUM_THREADS=1
-export OMPI_MCA_opal_warn_on_missing_libcuda=0
-export JULIA_MAX_NUM_PRECOMPILE_FILES=100
-export JULIA_CPU_TARGET="broadwell;skylake"
-export JULIA_CUDA_MEMORY_POOL=none
-export JULIA_MPI_HAS_CUDA="true"
-export MPITRAMPOLINE_LIB=/groups/esm/software/MPIwrapper/ompi4.1.5_cuda-12.2/lib64/libmpiwrapper.so
-export MPITRAMPOLINE_MPIEXEC=/groups/esm/software/MPIwrapper/ompi4.1.5_cuda-12.2/bin/mpiwrapperexec
+# Configure the environment
+source experiments/common_env.sh
 
 # Parse command line
 experiment_id=${1?Error: no experiment ID given}
diff --git a/experiments/sphere_held_suarez_rhoe_equilmoist/atmos_config.yml b/experiments/sphere_held_suarez_rhoe_equilmoist/atmos_config.yml
index 1d83dd82..65f26fa8 100644
--- a/experiments/sphere_held_suarez_rhoe_equilmoist/atmos_config.yml
+++ b/experiments/sphere_held_suarez_rhoe_equilmoist/atmos_config.yml
@@ -1,7 +1,6 @@
 dt: 500secs
 t_end: 560days 
 ode_algo: ARS343 
-dt_save_to_disk: 50days 
 moist: equil 
 forcing: held_suarez 
 precip_model: 0M 
diff --git a/experiments/sphere_held_suarez_rhoe_equilmoist/generate_observations.sbatch b/experiments/sphere_held_suarez_rhoe_equilmoist/generate_observations.sbatch
index d2a41b10..c6b8c8f2 100644
--- a/experiments/sphere_held_suarez_rhoe_equilmoist/generate_observations.sbatch
+++ b/experiments/sphere_held_suarez_rhoe_equilmoist/generate_observations.sbatch
@@ -4,10 +4,8 @@
 #SBATCH --cpus-per-task=8
 #SBATCH --output="experiments/sphere_held_suarez_rhoe_equilmoist/truth_simulation/model_log.out"
 
-module load julia/1.9.3 cuda/12.2 ucx/1.14.1_cuda-12.2 openmpi/4.1.5_cuda-12.2 hdf5/1.12.2-ompi415
-export OMPI_MCA_opal_warn_on_missing_libcuda=0
-export JULIA_NUM_PRECOMPILE_TASKS=8
-export JULIA_CPU_TARGET='broadwell;skylake'
+# Configure the environment
+source experiments/common_env.sh
 
 echo "Generating truth observations."
 
@@ -30,11 +28,9 @@ config = CA.AtmosConfig(config_dict)
 simulation = CA.get_simulation(config)
 CA.solve_atmos!(simulation)
 
-ta = ncread(joinpath(output_dir, "ta_60.0d_average.nc"), "ta")
+ta = ncread(joinpath(output_dir, "ta_60d_average.nc"), "ta")
 include(joinpath(experiment_dir, "observation_map.jl"))
 (; observation, variance) = process_member_data(ta; output_variance = true)
-@show observation
-@show variance
 JLD2.save_object(joinpath(experiment_dir, "obs_mean.jld2"), observation)
 JLD2.save_object(joinpath(experiment_dir, "obs_noise_cov.jld2"), variance)
 '
diff --git a/experiments/sphere_held_suarez_rhoe_equilmoist/obs_mean.jld2 b/experiments/sphere_held_suarez_rhoe_equilmoist/obs_mean.jld2
index 21b5044a..913d9829 100644
Binary files a/experiments/sphere_held_suarez_rhoe_equilmoist/obs_mean.jld2 and b/experiments/sphere_held_suarez_rhoe_equilmoist/obs_mean.jld2 differ
diff --git a/experiments/sphere_held_suarez_rhoe_equilmoist/obs_noise_cov.jld2 b/experiments/sphere_held_suarez_rhoe_equilmoist/obs_noise_cov.jld2
index d6ac4ee6..dfb86b91 100644
Binary files a/experiments/sphere_held_suarez_rhoe_equilmoist/obs_noise_cov.jld2 and b/experiments/sphere_held_suarez_rhoe_equilmoist/obs_noise_cov.jld2 differ
diff --git a/experiments/sphere_held_suarez_rhoe_equilmoist/observation_map.jl b/experiments/sphere_held_suarez_rhoe_equilmoist/observation_map.jl
index 0ec4dd41..a9c9ae03 100644
--- a/experiments/sphere_held_suarez_rhoe_equilmoist/observation_map.jl
+++ b/experiments/sphere_held_suarez_rhoe_equilmoist/observation_map.jl
@@ -43,7 +43,7 @@ function observation_map(iteration)
         YAML.load_file(joinpath("experiments", experiment_id, "ekp_config.yml"))
     output_dir = config["output_dir"]
     ensemble_size = config["ensemble_size"]
-    model_output = "ta_60.0d_average.nc"
+    model_output = "ta_60d_average.nc"
 
     dims = 1
     G_ensemble = Array{Float64}(undef, dims..., ensemble_size)
diff --git a/experiments/update.sbatch b/experiments/update.sbatch
index 368aef2e..be411a50 100644
--- a/experiments/update.sbatch
+++ b/experiments/update.sbatch
@@ -6,7 +6,7 @@ i=$2
 
 echo "Iteration $i"
 
-julia --project=experiments -e '
+julia --color=no --project=experiments -e '
     import YAML, JLD2
     import CalibrateAtmos