diff --git a/Project.toml b/Project.toml
index 61446a43fa..02dc52fdc8 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "ClimaLand"
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
 authors = ["Clima Land Team"]
-version = "0.8.0"
+version = "0.9.0"
 
 [deps]
 Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
diff --git a/docs/Manifest.toml b/docs/Manifest.toml
index 37ea9bbf5d..e98c3ec424 100644
--- a/docs/Manifest.toml
+++ b/docs/Manifest.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.10.0"
 manifest_format = "2.0"
-project_hash = "ffb8031716bba12797eb1035eef7ff545d303e9b"
+project_hash = "a0bbcf5cc6186978e5d50fc577dbf44e88381b51"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "41c37aa88889c171f1300ceac1313c06e891d245"
@@ -38,9 +38,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
+git-tree-sha1 = "0fb305e0253fd4e833d486914367a2ee2c2e78d0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.7.2"
+version = "4.0.1"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -79,9 +79,9 @@ version = "7.7.0"
 
 [[deps.ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra"]
-git-tree-sha1 = "a45ec4acc9d905f94b47243cff666820bb107789"
+git-tree-sha1 = "64d582bcb9c93ac741234789eeb4f16812413efb"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "1.5.2"
+version = "1.6.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ArrayLayouts.extensions]
@@ -116,9 +116,9 @@ version = "0.4.2"
 
 [[deps.BandedMatrices]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"]
-git-tree-sha1 = "27baf04c642465b4289179f29bb7127f0673d4f1"
+git-tree-sha1 = "931f3f49902e9b6b527fd7cd02d1cd7b4a84264c"
 uuid = "aae01518-5342-5314-be14-df237901396f"
-version = "1.4.0"
+version = "1.5.0"
 weakdeps = ["SparseArrays"]
 
     [deps.BandedMatrices.extensions]
@@ -211,10 +211,10 @@ uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
 version = "0.10.12"
 
 [[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 = "95ac638373ac40e29c1b6d086a3698f5026ff6a6"
+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", "StaticArrays", "Statistics"]
+git-tree-sha1 = "baa8ea7a1ea63316fa3feb454635215773c9c845"
 uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
-version = "5.1.2"
+version = "5.2.0"
 weakdeps = ["ChainRulesCore", "SpecialFunctions"]
 
     [deps.CUDA.extensions]
@@ -235,9 +235,9 @@ version = "0.2.3"
 
 [[deps.CUDA_Runtime_jll]]
 deps = ["Artifacts", "CUDA_Driver_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "9704e50c9158cf8896c2776b8dbc5edd136caf80"
+git-tree-sha1 = "8e25c009d2bf16c2c31a70a6e9e8939f7325cc84"
 uuid = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
-version = "0.10.1+0"
+version = "0.11.1+0"
 
 [[deps.CUDNN_jll]]
 deps = ["Artifacts", "CUDA_Runtime_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
@@ -253,15 +253,15 @@ version = "1.16.1+1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "b308c249f38637cc5022c079fe5e19701a160395"
+git-tree-sha1 = "213f001d1233fd3b8ef007f50c8cab29061917d8"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.60.0"
+version = "1.61.0"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "1287e3872d646eed95198457873249bd9f0caed2"
+git-tree-sha1 = "ad25e7d21ce10e01de973cdc68ad0f850a953c52"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.20.1"
+version = "1.21.1"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -293,17 +293,17 @@ version = "0.3.12"
 deps = ["Adapt", "ArtifactWrappers", "CFTime", "CSV", "CUDA", "ClimaComms", "ClimaCore", "ClimaCoreTempestRemap", "DataFrames", "Dates", "DocStringExtensions", "Flux", "HTTP", "Insolation", "IntervalSets", "LinearAlgebra", "NCDatasets", "SciMLBase", "StaticArrays", "StatsBase", "SurfaceFluxes", "Thermodynamics", "cuDNN"]
 path = ".."
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "0.8.0"
+version = "0.9.0"
 weakdeps = ["CLIMAParameters"]
 
     [deps.ClimaLand.extensions]
     CreateParametersExt = "CLIMAParameters"
 
 [[deps.ClimaTimeSteppers]]
-deps = ["CUDA", "ClimaComms", "Colors", "DataStructures", "DiffEqBase", "DiffEqCallbacks", "KernelAbstractions", "Krylov", "LinearAlgebra", "LinearOperators", "NVTX", "SciMLBase", "StaticArrays"]
-git-tree-sha1 = "40edb50016a5db1a3862dd6e8f76e37c0fbf4f07"
+deps = ["ClimaComms", "Colors", "DataStructures", "DiffEqBase", "DiffEqCallbacks", "KernelAbstractions", "Krylov", "LinearAlgebra", "LinearOperators", "NVTX", "SciMLBase", "StaticArrays"]
+git-tree-sha1 = "216385dda9966d820b484f399b90447f073893a6"
 uuid = "595c0a79-7f3d-439a-bc5a-b232dc3bde79"
-version = "0.7.15"
+version = "0.7.16"
 
 [[deps.CloseOpenIntervals]]
 deps = ["Static", "StaticArrayInterface"]
@@ -347,9 +347,9 @@ version = "0.12.10"
 
 [[deps.CommonDataModel]]
 deps = ["CFTime", "DataStructures", "Dates", "Preferences", "Printf", "Statistics"]
-git-tree-sha1 = "a7ddc29a0b668d00c0b02c9070b0ef8642131356"
+git-tree-sha1 = "a132d267a055e8173a4a8e83d0d4ddcaeae70f91"
 uuid = "1fbeeb36-5f17-413c-809b-666fb144f157"
-version = "0.3.3"
+version = "0.3.4"
 
 [[deps.CommonSolve]]
 git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c"
@@ -390,9 +390,9 @@ version = "0.1.2"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
+git-tree-sha1 = "9c4708e3ed2b799e6124b5673a712dda0b596a9b"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.3.0"
+version = "2.3.1"
 
 [[deps.ConstructionBase]]
 deps = ["LinearAlgebra"]
@@ -472,9 +472,9 @@ version = "1.9.1"
 
 [[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 = "6af33c2eb7478db06bcf5c810e6f3dda53aac2ac"
+git-tree-sha1 = "fefc2eeabecb745f1b1e1f91634381f7c81bd75d"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.146.0"
+version = "6.146.1"
 
     [deps.DiffEqBase.extensions]
     DiffEqBaseChainRulesCoreExt = "ChainRulesCore"
@@ -523,10 +523,10 @@ uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
 [[deps.DiskArrays]]
-deps = ["OffsetArrays"]
-git-tree-sha1 = "1bfa9de80f35ac63c6c381b2d43c590875896a1f"
+deps = ["LRUCache", "OffsetArrays"]
+git-tree-sha1 = "ef25c513cad08d7ebbed158c91768ae32f308336"
 uuid = "3c3547ce-8d99-4f5e-a174-61eb10b00ae3"
-version = "0.3.22"
+version = "0.3.23"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
@@ -698,9 +698,9 @@ version = "0.8.4"
 
 [[deps.Flux]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
-git-tree-sha1 = "0f018f81c5221f6b7aaf93d50d97e447686767f0"
+git-tree-sha1 = "39a9e46b4e92d5b56c0712adeb507555a2327240"
 uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
-version = "0.14.10"
+version = "0.14.11"
 
     [deps.Flux.extensions]
     FluxAMDGPUExt = "AMDGPU"
@@ -761,9 +761,9 @@ version = "0.1.3"
 
 [[deps.Functors]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "9a68d75d466ccc1218d0552a8e1631151c569545"
+git-tree-sha1 = "166c544477f97bbadc7179ede1c1868e0e9b426b"
 uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
-version = "0.4.5"
+version = "0.4.7"
 
 [[deps.Future]]
 deps = ["Random"]
@@ -782,15 +782,15 @@ version = "6.2.1+6"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "85d7fb51afb3def5dcb85ad31c3707795c8bccc1"
+git-tree-sha1 = "47e4686ec18a9620850bad110b79966132f14283"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "9.1.0"
+version = "10.0.2"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
-git-tree-sha1 = "2d6ca471a6c7b536127afccfa7564b5b39227fe0"
+git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
 uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
-version = "0.1.5"
+version = "0.1.6"
 
 [[deps.GPUCompiler]]
 deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "Scratch", "TimerOutputs", "UUIDs"]
@@ -800,15 +800,15 @@ version = "0.25.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "UUIDs", "p7zip_jll"]
-git-tree-sha1 = "a8c834cdae6a8347c72eea19930ebdaabb6015e6"
+git-tree-sha1 = "3458564589be207fa6a77dbbf8b97674c9836aab"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.1"
+version = "0.73.2"
 
 [[deps.GR_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "2abcce0c099dfb0863efc261be904fc2b85eccdd"
+git-tree-sha1 = "77f81da2964cc9fa7c0127f941e8bce37f7f1d70"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.1+0"
+version = "0.73.2+0"
 
 [[deps.GaussQuadrature]]
 deps = ["SpecialFunctions"]
@@ -949,13 +949,13 @@ weakdeps = ["Unitful"]
     InterpolationsUnitfulExt = "Unitful"
 
 [[deps.IntervalSets]]
-deps = ["Dates", "Random"]
-git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
+git-tree-sha1 = "581191b15bcb56a2aa257e9c160085d0f128a380"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.8"
-weakdeps = ["Statistics"]
+version = "0.7.9"
+weakdeps = ["Random", "Statistics"]
 
     [deps.IntervalSets.extensions]
+    IntervalSetsRandomExt = "Random"
     IntervalSetsStatisticsExt = "Statistics"
 
 [[deps.InvertedIndices]]
@@ -1027,9 +1027,9 @@ version = "0.9.5"
 
 [[deps.KrylovKit]]
 deps = ["ChainRulesCore", "GPUArraysCore", "LinearAlgebra", "Printf"]
-git-tree-sha1 = "1a5e1d9941c783b0119897d29f2eb665d876ecf3"
+git-tree-sha1 = "5cebb47f472f086f7dd31fb8e738a8db728f1f84"
 uuid = "0b1a1467-8014-51b9-945f-bf0ae24f4b77"
-version = "0.6.0"
+version = "0.6.1"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1076,6 +1076,15 @@ git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
 version = "15.0.7+0"
 
+[[deps.LRUCache]]
+git-tree-sha1 = "b3cc6698599b10e652832c2f23db3cab99d51b59"
+uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
+version = "1.6.1"
+weakdeps = ["Serialization"]
+
+    [deps.LRUCache.extensions]
+    SerializationExt = ["Serialization"]
+
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "e5b909bcf985c5e2605737d2ce278ed791b89be6"
@@ -1372,9 +1381,9 @@ version = "0.2.4"
 
 [[deps.NCDatasets]]
 deps = ["CFTime", "CommonDataModel", "DataStructures", "Dates", "DiskArrays", "NetCDF_jll", "NetworkOptions", "Printf"]
-git-tree-sha1 = "4704758e7dd9c843f0a99b18a26aa2d88dd8b8e6"
+git-tree-sha1 = "98ca95cf41116a24e46dc9a06fa22b923e8411b7"
 uuid = "85f8d34a-cbdd-5861-8df4-14fed0d494ab"
-version = "0.14.0"
+version = "0.14.2"
 
 [[deps.NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
@@ -1497,9 +1506,9 @@ version = "1.4.1"
 
 [[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"]
@@ -1509,9 +1518,9 @@ version = "0.5.5+0"
 
 [[deps.Optimisers]]
 deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "34205b1204cc83c43cd9cfe53ffbd3b310f6e8c5"
+git-tree-sha1 = "264b061c1903bc0fe9be77cb9050ebacff66bb63"
 uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
-version = "0.3.1"
+version = "0.3.2"
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1583,9 +1592,9 @@ version = "1.4.0"
 
 [[deps.Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "38a748946dca52a622e79eea6ed35c6737499109"
+git-tree-sha1 = "c4fa93d7d66acad8f6f4ff439576da9d2e890ee0"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.0"
+version = "1.40.1"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -1621,9 +1630,9 @@ version = "1.4.3"
 
 [[deps.PreallocationTools]]
 deps = ["Adapt", "ArrayInterface", "ForwardDiff"]
-git-tree-sha1 = "64bb68f76f789f5fe5930a80af310f19cdafeaed"
+git-tree-sha1 = "9d6e62d1ea6ab709142b42d3be4bd1db495bc4e0"
 uuid = "d236fae5-4411-538c-8e31-a6e3d9e00b46"
-version = "0.4.17"
+version = "0.4.18"
 
     [deps.PreallocationTools.extensions]
     PreallocationToolsReverseDiffExt = "ReverseDiff"
@@ -1726,12 +1735,13 @@ version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
 deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "16f1bb9de02b8bce31a7b2495345532901214cae"
+git-tree-sha1 = "2bd309f5171a628efdf5309361cd8a779b9e63a9"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "3.6.2"
+version = "3.8.0"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsFastBroadcastExt = "FastBroadcast"
+    RecursiveArrayToolsForwardDiffExt = "ForwardDiff"
     RecursiveArrayToolsMeasurementsExt = "Measurements"
     RecursiveArrayToolsMonteCarloMeasurementsExt = "MonteCarloMeasurements"
     RecursiveArrayToolsReverseDiffExt = ["ReverseDiff", "Zygote"]
@@ -1740,6 +1750,7 @@ version = "3.6.2"
 
     [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"
@@ -1792,12 +1803,13 @@ version = "0.1.0"
 
 [[deps.SciMLBase]]
 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 = "d9441a8e5a8d3c75da27a3e4ebc23d69fad68bb1"
+git-tree-sha1 = "fe886daed83db8f4881ff7b6ef10853055fa8b4b"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.21.1"
+version = "2.23.2"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBaseMakieExt = "Makie"
     SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
@@ -1807,6 +1819,7 @@ version = "2.21.1"
     [deps.SciMLBase.weakdeps]
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
     PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
@@ -1904,9 +1917,9 @@ version = "0.1.15"
 
 [[deps.Static]]
 deps = ["IfElse"]
-git-tree-sha1 = "f295e0a1da4ca425659c57441bcb59abb035a4bc"
+git-tree-sha1 = "d2fdac9ff3906e27f7a618d47b676941baa6c80c"
 uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
-version = "0.8.8"
+version = "0.8.10"
 
 [[deps.StaticArrayInterface]]
 deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
@@ -2046,9 +2059,9 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Thermodynamics]]
 deps = ["DocStringExtensions", "KernelAbstractions", "Random", "RootSolvers"]
-git-tree-sha1 = "8d883ae8d91565781b2cdf81316b7f6f6080b1f3"
+git-tree-sha1 = "090a50e507242bd6c85267645186260fe89a1cfe"
 uuid = "b60c26fb-14c3-4610-9d3e-2d17fe7ff00c"
-version = "0.11.5"
+version = "0.11.7"
 weakdeps = ["CLIMAParameters"]
 
     [deps.Thermodynamics.extensions]
@@ -2067,9 +2080,9 @@ 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]
diff --git a/experiments/Manifest.toml b/experiments/Manifest.toml
index f0a7fb853f..0eb83f63ac 100644
--- a/experiments/Manifest.toml
+++ b/experiments/Manifest.toml
@@ -38,9 +38,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
+git-tree-sha1 = "0fb305e0253fd4e833d486914367a2ee2c2e78d0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.7.2"
+version = "4.0.1"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -85,9 +85,9 @@ version = "7.7.0"
 
 [[deps.ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra"]
-git-tree-sha1 = "a45ec4acc9d905f94b47243cff666820bb107789"
+git-tree-sha1 = "64d582bcb9c93ac741234789eeb4f16812413efb"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "1.5.2"
+version = "1.6.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ArrayLayouts.extensions]
@@ -134,9 +134,9 @@ version = "0.4.2"
 
 [[deps.BandedMatrices]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"]
-git-tree-sha1 = "27baf04c642465b4289179f29bb7127f0673d4f1"
+git-tree-sha1 = "931f3f49902e9b6b527fd7cd02d1cd7b4a84264c"
 uuid = "aae01518-5342-5314-be14-df237901396f"
-version = "1.4.0"
+version = "1.5.0"
 weakdeps = ["SparseArrays"]
 
     [deps.BandedMatrices.extensions]
@@ -250,10 +250,10 @@ uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
 version = "0.10.12"
 
 [[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 = "95ac638373ac40e29c1b6d086a3698f5026ff6a6"
+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", "StaticArrays", "Statistics"]
+git-tree-sha1 = "baa8ea7a1ea63316fa3feb454635215773c9c845"
 uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
-version = "5.1.2"
+version = "5.2.0"
 weakdeps = ["ChainRulesCore", "SpecialFunctions"]
 
     [deps.CUDA.extensions]
@@ -274,9 +274,9 @@ version = "0.2.3"
 
 [[deps.CUDA_Runtime_jll]]
 deps = ["Artifacts", "CUDA_Driver_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "9704e50c9158cf8896c2776b8dbc5edd136caf80"
+git-tree-sha1 = "8e25c009d2bf16c2c31a70a6e9e8939f7325cc84"
 uuid = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
-version = "0.10.1+0"
+version = "0.11.1+0"
 
 [[deps.CUDNN_jll]]
 deps = ["Artifacts", "CUDA_Runtime_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
@@ -292,9 +292,9 @@ version = "1.0.5"
 
 [[deps.CairoMakie]]
 deps = ["CRC32c", "Cairo", "Colors", "FFTW", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
-git-tree-sha1 = "8af8e491c0809610cdec28c9c44b1f1dce01046d"
+git-tree-sha1 = "a80d49ed3333f5f78df8ffe76d07e88cc35e9172"
 uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
-version = "0.11.6"
+version = "0.11.8"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -310,15 +310,15 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "b308c249f38637cc5022c079fe5e19701a160395"
+git-tree-sha1 = "213f001d1233fd3b8ef007f50c8cab29061917d8"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.60.0"
+version = "1.61.0"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "1287e3872d646eed95198457873249bd9f0caed2"
+git-tree-sha1 = "ad25e7d21ce10e01de973cdc68ad0f850a953c52"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.20.1"
+version = "1.21.1"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -350,17 +350,17 @@ version = "0.3.12"
 deps = ["Adapt", "ArtifactWrappers", "CFTime", "CSV", "CUDA", "ClimaComms", "ClimaCore", "ClimaCoreTempestRemap", "DataFrames", "Dates", "DocStringExtensions", "Flux", "HTTP", "Insolation", "IntervalSets", "LinearAlgebra", "NCDatasets", "SciMLBase", "StaticArrays", "StatsBase", "SurfaceFluxes", "Thermodynamics", "cuDNN"]
 path = ".."
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "0.8.0"
+version = "0.9.0"
 weakdeps = ["CLIMAParameters"]
 
     [deps.ClimaLand.extensions]
     CreateParametersExt = "CLIMAParameters"
 
 [[deps.ClimaTimeSteppers]]
-deps = ["CUDA", "ClimaComms", "Colors", "DataStructures", "DiffEqBase", "DiffEqCallbacks", "KernelAbstractions", "Krylov", "LinearAlgebra", "LinearOperators", "NVTX", "SciMLBase", "StaticArrays"]
-git-tree-sha1 = "40edb50016a5db1a3862dd6e8f76e37c0fbf4f07"
+deps = ["ClimaComms", "Colors", "DataStructures", "DiffEqBase", "DiffEqCallbacks", "KernelAbstractions", "Krylov", "LinearAlgebra", "LinearOperators", "NVTX", "SciMLBase", "StaticArrays"]
+git-tree-sha1 = "216385dda9966d820b484f399b90447f073893a6"
 uuid = "595c0a79-7f3d-439a-bc5a-b232dc3bde79"
-version = "0.7.15"
+version = "0.7.16"
 
 [[deps.CloseOpenIntervals]]
 deps = ["Static", "StaticArrayInterface"]
@@ -421,9 +421,9 @@ version = "1.0.2"
 
 [[deps.CommonDataModel]]
 deps = ["CFTime", "DataStructures", "Dates", "Preferences", "Printf", "Statistics"]
-git-tree-sha1 = "a7ddc29a0b668d00c0b02c9070b0ef8642131356"
+git-tree-sha1 = "a132d267a055e8173a4a8e83d0d4ddcaeae70f91"
 uuid = "1fbeeb36-5f17-413c-809b-666fb144f157"
-version = "0.3.3"
+version = "0.3.4"
 
 [[deps.CommonSolve]]
 git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c"
@@ -464,9 +464,9 @@ version = "0.1.2"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
+git-tree-sha1 = "9c4708e3ed2b799e6124b5673a712dda0b596a9b"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.3.0"
+version = "2.3.1"
 
 [[deps.ConstructionBase]]
 deps = ["LinearAlgebra"]
@@ -540,9 +540,9 @@ version = "0.1.2"
 
 [[deps.DelaunayTriangulation]]
 deps = ["DataStructures", "EnumX", "ExactPredicates", "Random", "SimpleGraphs"]
-git-tree-sha1 = "26eb8e2331b55735c3d305d949aabd7363f07ba7"
+git-tree-sha1 = "d4e9dc4c6106b8d44e40cd4faf8261a678552c7c"
 uuid = "927a84f5-c5f4-47a5-9785-b46e178433df"
-version = "0.8.11"
+version = "0.8.12"
 
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
@@ -552,9 +552,9 @@ version = "1.9.1"
 
 [[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 = "6af33c2eb7478db06bcf5c810e6f3dda53aac2ac"
+git-tree-sha1 = "fefc2eeabecb745f1b1e1f91634381f7c81bd75d"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.146.0"
+version = "6.146.1"
 
     [deps.DiffEqBase.extensions]
     DiffEqBaseChainRulesCoreExt = "ChainRulesCore"
@@ -603,10 +603,10 @@ uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
 [[deps.DiskArrays]]
-deps = ["OffsetArrays"]
-git-tree-sha1 = "1bfa9de80f35ac63c6c381b2d43c590875896a1f"
+deps = ["LRUCache", "OffsetArrays"]
+git-tree-sha1 = "ef25c513cad08d7ebbed158c91768ae32f308336"
 uuid = "3c3547ce-8d99-4f5e-a174-61eb10b00ae3"
-version = "0.3.22"
+version = "0.3.23"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
@@ -830,9 +830,9 @@ version = "0.8.4"
 
 [[deps.Flux]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
-git-tree-sha1 = "0f018f81c5221f6b7aaf93d50d97e447686767f0"
+git-tree-sha1 = "39a9e46b4e92d5b56c0712adeb507555a2327240"
 uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
-version = "0.14.10"
+version = "0.14.11"
 
     [deps.Flux.extensions]
     FluxAMDGPUExt = "AMDGPU"
@@ -905,9 +905,9 @@ version = "0.1.3"
 
 [[deps.Functors]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "9a68d75d466ccc1218d0552a8e1631151c569545"
+git-tree-sha1 = "166c544477f97bbadc7179ede1c1868e0e9b426b"
 uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
-version = "0.4.5"
+version = "0.4.7"
 
 [[deps.Future]]
 deps = ["Random"]
@@ -926,15 +926,15 @@ version = "6.2.1+6"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "85d7fb51afb3def5dcb85ad31c3707795c8bccc1"
+git-tree-sha1 = "47e4686ec18a9620850bad110b79966132f14283"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "9.1.0"
+version = "10.0.2"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
-git-tree-sha1 = "2d6ca471a6c7b536127afccfa7564b5b39227fe0"
+git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
 uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
-version = "0.1.5"
+version = "0.1.6"
 
 [[deps.GPUCompiler]]
 deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "Scratch", "TimerOutputs", "UUIDs"]
@@ -944,15 +944,15 @@ version = "0.25.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "UUIDs", "p7zip_jll"]
-git-tree-sha1 = "a8c834cdae6a8347c72eea19930ebdaabb6015e6"
+git-tree-sha1 = "3458564589be207fa6a77dbbf8b97674c9836aab"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.1"
+version = "0.73.2"
 
 [[deps.GR_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "2abcce0c099dfb0863efc261be904fc2b85eccdd"
+git-tree-sha1 = "77f81da2964cc9fa7c0127f941e8bce37f7f1d70"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.1+0"
+version = "0.73.2+0"
 
 [[deps.GaussQuadrature]]
 deps = ["SpecialFunctions"]
@@ -1162,13 +1162,13 @@ uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
 version = "0.20.9"
 
 [[deps.IntervalSets]]
-deps = ["Dates", "Random"]
-git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
+git-tree-sha1 = "581191b15bcb56a2aa257e9c160085d0f128a380"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.8"
-weakdeps = ["Statistics"]
+version = "0.7.9"
+weakdeps = ["Random", "Statistics"]
 
     [deps.IntervalSets.extensions]
+    IntervalSetsRandomExt = "Random"
     IntervalSetsStatisticsExt = "Statistics"
 
 [[deps.InvertedIndices]]
@@ -1263,9 +1263,9 @@ version = "0.9.5"
 
 [[deps.KrylovKit]]
 deps = ["ChainRulesCore", "GPUArraysCore", "LinearAlgebra", "Printf"]
-git-tree-sha1 = "1a5e1d9941c783b0119897d29f2eb665d876ecf3"
+git-tree-sha1 = "5cebb47f472f086f7dd31fb8e738a8db728f1f84"
 uuid = "0b1a1467-8014-51b9-945f-bf0ae24f4b77"
-version = "0.6.0"
+version = "0.6.1"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1312,6 +1312,15 @@ git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
 version = "15.0.7+0"
 
+[[deps.LRUCache]]
+git-tree-sha1 = "b3cc6698599b10e652832c2f23db3cab99d51b59"
+uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
+version = "1.6.1"
+weakdeps = ["Serialization"]
+
+    [deps.LRUCache.extensions]
+    SerializationExt = ["Serialization"]
+
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "e5b909bcf985c5e2605737d2ce278ed791b89be6"
@@ -1552,10 +1561,10 @@ uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
 version = "0.5.13"
 
 [[deps.Makie]]
-deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FilePaths", "FixedPointNumbers", "Formatting", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageIO", "InteractiveUtils", "IntervalSets", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "StableHashTraits", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun"]
-git-tree-sha1 = "5458e49833d178c071dd6ab6938ac5320f37bc98"
+deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FilePaths", "FixedPointNumbers", "Formatting", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageIO", "InteractiveUtils", "IntervalArithmetic", "IntervalSets", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "StableHashTraits", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun"]
+git-tree-sha1 = "40c5dfbb99c91835171536cd571fe6f1ba18ff97"
 uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
-version = "0.20.5"
+version = "0.20.7"
 
 [[deps.MakieCore]]
 deps = ["Observables", "REPL"]
@@ -1659,9 +1668,9 @@ version = "1.4.0"
 
 [[deps.NCDatasets]]
 deps = ["CFTime", "CommonDataModel", "DataStructures", "Dates", "DiskArrays", "NetCDF_jll", "NetworkOptions", "Printf"]
-git-tree-sha1 = "4704758e7dd9c843f0a99b18a26aa2d88dd8b8e6"
+git-tree-sha1 = "98ca95cf41116a24e46dc9a06fa22b923e8411b7"
 uuid = "85f8d34a-cbdd-5861-8df4-14fed0d494ab"
-version = "0.14.0"
+version = "0.14.2"
 
 [[deps.NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
@@ -1807,9 +1816,9 @@ version = "1.4.1"
 
 [[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"]
@@ -1819,15 +1828,15 @@ version = "0.5.5+0"
 
 [[deps.Optim]]
 deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "MathOptInterface", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "47fea72de134f75b105a5d4a1abe5c6aec89d390"
+git-tree-sha1 = "d024bfb56144d947d4fafcd9cb5cafbe3410b133"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.9.1"
+version = "1.9.2"
 
 [[deps.Optimisers]]
 deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "34205b1204cc83c43cd9cfe53ffbd3b310f6e8c5"
+git-tree-sha1 = "264b061c1903bc0fe9be77cb9050ebacff66bb63"
 uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
-version = "0.3.1"
+version = "0.3.2"
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1941,9 +1950,9 @@ version = "1.4.0"
 
 [[deps.Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "38a748946dca52a622e79eea6ed35c6737499109"
+git-tree-sha1 = "c4fa93d7d66acad8f6f4ff439576da9d2e890ee0"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.0"
+version = "1.40.1"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -2003,9 +2012,9 @@ version = "0.2.4"
 
 [[deps.PreallocationTools]]
 deps = ["Adapt", "ArrayInterface", "ForwardDiff"]
-git-tree-sha1 = "64bb68f76f789f5fe5930a80af310f19cdafeaed"
+git-tree-sha1 = "9d6e62d1ea6ab709142b42d3be4bd1db495bc4e0"
 uuid = "d236fae5-4411-538c-8e31-a6e3d9e00b46"
-version = "0.4.17"
+version = "0.4.18"
 
     [deps.PreallocationTools.extensions]
     PreallocationToolsReverseDiffExt = "ReverseDiff"
@@ -2141,12 +2150,13 @@ version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
 deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "16f1bb9de02b8bce31a7b2495345532901214cae"
+git-tree-sha1 = "2bd309f5171a628efdf5309361cd8a779b9e63a9"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "3.6.2"
+version = "3.8.0"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsFastBroadcastExt = "FastBroadcast"
+    RecursiveArrayToolsForwardDiffExt = "ForwardDiff"
     RecursiveArrayToolsMeasurementsExt = "Measurements"
     RecursiveArrayToolsMonteCarloMeasurementsExt = "MonteCarloMeasurements"
     RecursiveArrayToolsReverseDiffExt = ["ReverseDiff", "Zygote"]
@@ -2155,6 +2165,7 @@ version = "3.6.2"
 
     [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"
@@ -2224,12 +2235,13 @@ version = "0.1.0"
 
 [[deps.SciMLBase]]
 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 = "d9441a8e5a8d3c75da27a3e4ebc23d69fad68bb1"
+git-tree-sha1 = "fe886daed83db8f4881ff7b6ef10853055fa8b4b"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.21.1"
+version = "2.23.2"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBaseMakieExt = "Makie"
     SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
@@ -2239,6 +2251,7 @@ version = "2.21.1"
     [deps.SciMLBase.weakdeps]
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
     PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
@@ -2279,9 +2292,9 @@ version = "1.1.1"
 
 [[deps.ShaderAbstractions]]
 deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "db0219befe4507878b1a90e07820fed3e62c289d"
+git-tree-sha1 = "79123bc60c5507f035e6d1d9e563bb2971954ec8"
 uuid = "65257c39-d410-5151-9873-9b3e5be5013e"
-version = "0.4.0"
+version = "0.4.1"
 
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
@@ -2395,9 +2408,9 @@ version = "0.1.1"
 
 [[deps.Static]]
 deps = ["IfElse"]
-git-tree-sha1 = "f295e0a1da4ca425659c57441bcb59abb035a4bc"
+git-tree-sha1 = "d2fdac9ff3906e27f7a618d47b676941baa6c80c"
 uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
-version = "0.8.8"
+version = "0.8.10"
 
 [[deps.StaticArrayInterface]]
 deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
@@ -2549,9 +2562,9 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Thermodynamics]]
 deps = ["DocStringExtensions", "KernelAbstractions", "Random", "RootSolvers"]
-git-tree-sha1 = "8d883ae8d91565781b2cdf81316b7f6f6080b1f3"
+git-tree-sha1 = "090a50e507242bd6c85267645186260fe89a1cfe"
 uuid = "b60c26fb-14c3-4610-9d3e-2d17fe7ff00c"
-version = "0.11.5"
+version = "0.11.7"
 weakdeps = ["CLIMAParameters"]
 
     [deps.Thermodynamics.extensions]
@@ -2576,9 +2589,9 @@ 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]
@@ -2621,9 +2634,9 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.TupleTools]]
-git-tree-sha1 = "155515ed4c4236db30049ac1495e2969cc06be9d"
+git-tree-sha1 = "41d61b1c545b06279871ef1a4b5fcb2cac2191cd"
 uuid = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6"
-version = "1.4.3"
+version = "1.5.0"
 
 [[deps.URIs]]
 git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"