From 8872e68900edb4dce5c4d67634ce9aad056f2136 Mon Sep 17 00:00:00 2001
From: Gabriele Bozzola <sbozzolator@gmail.com>
Date: Tue, 13 Feb 2024 16:24:29 -0800
Subject: [PATCH] Add infrastructure to compute errors against obs

---
 .buildkite/longruns/pipeline.yml              |   1 +
 artifacts/Artifacts.toml                      |   3 +
 artifacts/artifact_funcs.jl                   |  12 +
 artifacts/download_artifacts.jl               |   1 +
 experiments/AMIP/Artifacts.toml               |   3 +
 experiments/AMIP/Manifest.toml                | 759 ++++++++++++++++--
 experiments/AMIP/Project.toml                 |   8 +
 experiments/AMIP/coupler_driver.jl            |   9 +
 experiments/AMIP/user_io/leaderboard.jl       |   1 +
 .../AMIP/user_io/leaderboard/Leaderboard.jl   |  18 +
 .../user_io/leaderboard/compare_with_obs.jl   |  40 +
 .../AMIP/user_io/leaderboard/data_sources.jl  | 100 +++
 experiments/AMIP/user_io/leaderboard/utils.jl | 205 +++++
 test/Project.toml                             |   4 +
 test/experiment_tests/leaderboard.jl          |  67 ++
 test/experiment_tests/pr_10d_average.nc       | Bin 0 -> 598756 bytes
 test/runtests.jl                              |   3 +
 17 files changed, 1188 insertions(+), 46 deletions(-)
 create mode 100644 experiments/AMIP/user_io/leaderboard.jl
 create mode 100644 experiments/AMIP/user_io/leaderboard/Leaderboard.jl
 create mode 100644 experiments/AMIP/user_io/leaderboard/compare_with_obs.jl
 create mode 100644 experiments/AMIP/user_io/leaderboard/data_sources.jl
 create mode 100644 experiments/AMIP/user_io/leaderboard/utils.jl
 create mode 100644 test/experiment_tests/leaderboard.jl
 create mode 100644 test/experiment_tests/pr_10d_average.nc

diff --git a/.buildkite/longruns/pipeline.yml b/.buildkite/longruns/pipeline.yml
index a11ef938bc..97452ec20e 100644
--- a/.buildkite/longruns/pipeline.yml
+++ b/.buildkite/longruns/pipeline.yml
@@ -382,6 +382,7 @@ steps:
       - label: ":envelope: Slack report: target AMIP"
         command:
           - slack-upload -c "#coupler-report" -f experiments/AMIP/output/amip/amip_target_artifacts/amip_paperplots.png -m png -n amip_fine -x "AMIP Target Longrun"
+          - slack-upload -c "#coupler-report" -f experiments/AMIP/output/amip/amip_target_artifacts/biases.png -m png -n amip_fine -x "AMIP Target Longrun"
 
       - label: ":envelope: Slack report: Flame Diff"
         command:
diff --git a/artifacts/Artifacts.toml b/artifacts/Artifacts.toml
index 21dbee67cd..375ce9686d 100644
--- a/artifacts/Artifacts.toml
+++ b/artifacts/Artifacts.toml
@@ -9,3 +9,6 @@ git-tree-sha1 = "139d23f6de29900917d79b41a87a8ee6483c72d0"
 
 [sst]
 git-tree-sha1 = "9969543acd3c9084b8238b7858d0c76aa0bf98a7"
+
+[pr_obs_data]
+git-tree-sha1 = "7486bf32e9352493f69364aead26f01eaf90d2af"
diff --git a/artifacts/artifact_funcs.jl b/artifacts/artifact_funcs.jl
index 9d5d3d58f4..93eac7cf82 100644
--- a/artifacts/artifact_funcs.jl
+++ b/artifacts/artifact_funcs.jl
@@ -47,3 +47,15 @@ function mask_dataset_path()
     )
     return AW.get_data_folder(mask_dataset)
 end
+
+function pr_obs_data_path()
+    pr_obs_data = AW.ArtifactWrapper(
+        @__DIR__,
+        "pr_obs_data",
+        AW.ArtifactFile[AW.ArtifactFile(
+            url = "https://caltech.box.com/shared/static/k1or5d0d9xdvyfiytl1os7z341monkzn.nc",
+            filename = "gpcp.precip.mon.mean.197901-202305.nc",
+        ),],
+    )
+    return AW.get_data_folder(pr_obs_data)
+end
diff --git a/artifacts/download_artifacts.jl b/artifacts/download_artifacts.jl
index ee686a5e92..bc95ed9aef 100644
--- a/artifacts/download_artifacts.jl
+++ b/artifacts/download_artifacts.jl
@@ -23,6 +23,7 @@ function trigger_download()
     @info "sic dataset path: `$(sic_dataset_path())`"
     @info "co2 dataset path: `$(co2_dataset_path())`"
     @info "mask dataset path: `$(mask_dataset_path())`"
+    @info "pr obs data path: `$(pr_obs_data_path())`"
     return nothing
 end
 trigger_download()
diff --git a/experiments/AMIP/Artifacts.toml b/experiments/AMIP/Artifacts.toml
index 63237325e2..0d8def28b4 100644
--- a/experiments/AMIP/Artifacts.toml
+++ b/experiments/AMIP/Artifacts.toml
@@ -1,6 +1,9 @@
 [land_mask]
 git-tree-sha1 = "e41bc8c44124f867b64a9d70f1599515ae27f38a"
 
+[pr_obs_data]
+git-tree-sha1 = "7486bf32e9352493f69364aead26f01eaf90d2af"
+
 [sic]
 git-tree-sha1 = "139d23f6de29900917d79b41a87a8ee6483c72d0"
 
diff --git a/experiments/AMIP/Manifest.toml b/experiments/AMIP/Manifest.toml
index 517b986272..e32fc08dc1 100644
--- a/experiments/AMIP/Manifest.toml
+++ b/experiments/AMIP/Manifest.toml
@@ -1,8 +1,8 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.10.1"
+julia_version = "1.10.0"
 manifest_format = "2.0"
-project_hash = "826a52745486a77970a24e5826ccdfe6efb581d1"
+project_hash = "8d2ff3613412ce745a56f29971ef6211131f932f"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "41c37aa88889c171f1300ceac1313c06e891d245"
@@ -26,6 +26,11 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsChainRulesCoreExt = "ChainRulesCore"
     AbstractFFTsTestExt = "Test"
 
+[[deps.AbstractLattices]]
+git-tree-sha1 = "222ee9e50b98f51b5d78feb93dd928880df35f06"
+uuid = "398f06c4-4d28-53ec-89ca-5b2656b7603d"
+version = "0.3.0"
+
 [[deps.AbstractTrees]]
 git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
@@ -41,6 +46,12 @@ weakdeps = ["StaticArrays"]
     [deps.Adapt.extensions]
     AdaptStaticArraysExt = "StaticArrays"
 
+[[deps.Animations]]
+deps = ["Colors"]
+git-tree-sha1 = "e81c509d2c8e49592413bfb0bb3b08150056c79d"
+uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340"
+version = "0.4.1"
+
 [[deps.ArgCheck]]
 git-tree-sha1 = "a3a402a35a2f7e0b87828ccabbd5ebfbebe356b4"
 uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197"
@@ -109,12 +120,24 @@ git-tree-sha1 = "c06a868224ecba914baa6942988e2f2aade419be"
 uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458"
 version = "0.1.0"
 
+[[deps.Automa]]
+deps = ["PrecompileTools", "TranscodingStreams"]
+git-tree-sha1 = "588e0d680ad1d7201d4c6a804dcb1cd9cba79fbb"
+uuid = "67c07d97-cdcb-5c2c-af73-a7f9c32a568b"
+version = "1.0.3"
+
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
 git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
 version = "1.1.0"
 
+[[deps.AxisArrays]]
+deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
+git-tree-sha1 = "16351be62963a67ac4083f748fdb3cca58bfd52f"
+uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
+version = "0.4.7"
+
 [[deps.BFloat16s]]
 deps = ["LinearAlgebra", "Printf", "Random", "Test"]
 git-tree-sha1 = "dbf84058d0a8cbbadee18d25cf606934b22d7c66"
@@ -159,6 +182,18 @@ git-tree-sha1 = "aebf55e6d7795e02ca500a689d326ac979aaf89e"
 uuid = "9718e550-a3fa-408a-8086-8db961cd8217"
 version = "0.1.1"
 
+[[deps.BenchmarkTools]]
+deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
+git-tree-sha1 = "f1dff6729bc61f4d49e140da1af55dcd1ac97b2f"
+uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
+version = "1.5.0"
+
+[[deps.BinaryProvider]]
+deps = ["Libdl", "Logging", "SHA"]
+git-tree-sha1 = "ecdec412a9abc8db54c0efc5548c64dfce072058"
+uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
+version = "0.5.10"
+
 [[deps.BitFlags]]
 git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
@@ -189,9 +224,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+1"
 
 [[deps.CEnum]]
-git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
+git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.5.0"
+version = "0.4.2"
 
 [[deps.CFTime]]
 deps = ["Dates", "Printf"]
@@ -211,11 +246,26 @@ git-tree-sha1 = "601f7e7b3d36f18790e2caf83a882d88e9b71ff1"
 uuid = "2a0fbf3d-bb9c-48f3-b0a9-814d99fd7ab9"
 version = "0.2.4"
 
+[[deps.CRC32c]]
+uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc"
+
+[[deps.CRlibm]]
+deps = ["CRlibm_jll"]
+git-tree-sha1 = "32abd86e3c2025db5172aa182b982debed519834"
+uuid = "96374032-68de-5a5b-8d9e-752f78720389"
+version = "1.0.1"
+
+[[deps.CRlibm_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "e329286945d0cfc04456972ea732551869af1cfc"
+uuid = "4e9b3aee-d8a1-5a3d-ad8b-7d824db253f0"
+version = "1.0.1+0"
+
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
-git-tree-sha1 = "679e69c611fff422038e9e21e270c4197d49d918"
+git-tree-sha1 = "a44910ceb69b0d44fe262dd451ab11ead3ed0be8"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.10.12"
+version = "0.10.13"
 
 [[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"]
@@ -252,12 +302,30 @@ git-tree-sha1 = "75923dce4275ead3799b238e10178a68c07dbd3b"
 uuid = "62b44479-cb7b-5706-934f-f13b2eb2e645"
 version = "8.9.4+0"
 
+[[deps.Cairo]]
+deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
+git-tree-sha1 = "d0b3f8b4ad16cb0a2988c6788646a5e6a17b6b1b"
+uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
+version = "1.0.5"
+
+[[deps.CairoMakie]]
+deps = ["CRC32c", "Cairo", "Colors", "FFTW", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
+git-tree-sha1 = "6dc1bbdd6a133adf4aa751d12dbc2c6ae59f873d"
+uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
+version = "0.11.9"
+
 [[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"]
 git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
 version = "1.16.1+1"
 
+[[deps.Calculus]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad"
+uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
+version = "0.5.1"
+
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
 git-tree-sha1 = "4e42872be98fa3343c4f8458cbda8c5c6a6fa97c"
@@ -266,19 +334,28 @@ version = "1.63.0"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "aef70bb349b20aa81a82a19704c3ef339d4ee494"
+git-tree-sha1 = "575cd02e080939a33b6df6c5853d14924c08e35b"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.22.1"
+version = "1.23.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
     ChainRulesCoreSparseArraysExt = "SparseArrays"
 
+[[deps.ClimaAnalysis]]
+deps = ["NCDatasets", "OrderedCollections", "Statistics"]
+git-tree-sha1 = "4a4125a27588354952013d95050729aaaba6642c"
+uuid = "29b5916a-a76c-4e73-9657-3c8fd22e65e6"
+version = "0.5.0"
+weakdeps = ["CairoMakie", "GeoMakie"]
+
+    [deps.ClimaAnalysis.extensions]
+    CairoMakieExt = "CairoMakie"
+    GeoMakieExt = "GeoMakie"
+
 [[deps.ClimaAtmos]]
 deps = ["Adapt", "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 = "7cc34a68cd660aa134d8e8a49c9c8dcd2e556ba7"
-repo-rev = "main"
-repo-url = "https://github.com/CliMA/ClimaAtmos.jl.git"
+git-tree-sha1 = "f239ec018e8802fa52f2f093a1cf94d8933cea78"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
 version = "0.21.0"
 
@@ -328,9 +405,9 @@ weakdeps = ["CLIMAParameters"]
 
 [[deps.ClimaTimeSteppers]]
 deps = ["ClimaComms", "Colors", "DataStructures", "DiffEqBase", "DiffEqCallbacks", "KernelAbstractions", "Krylov", "LinearAlgebra", "LinearOperators", "NVTX", "SciMLBase", "StaticArrays"]
-git-tree-sha1 = "96bbba6d14467a2b9512ba0a536395350bb361ff"
+git-tree-sha1 = "a439bdd2527f88962c4c77598e6a7b18f180502a"
 uuid = "595c0a79-7f3d-439a-bc5a-b232dc3bde79"
-version = "0.7.17"
+version = "0.7.18"
 
 [[deps.CloseOpenIntervals]]
 deps = ["Static", "StaticArrayInterface"]
@@ -344,12 +421,24 @@ git-tree-sha1 = "71cfda20196c7a81f3798de59f3830c78f4c17b0"
 uuid = "6a9e3e04-43cd-43ba-94b9-e8782df3c71b"
 version = "0.16.0"
 
+[[deps.CodecBzip2]]
+deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
+git-tree-sha1 = "9b1ca1aa6ce3f71b3d1840c538a8210a043625eb"
+uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
+version = "0.8.2"
+
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
 git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
 version = "0.7.4"
 
+[[deps.ColorBrewer]]
+deps = ["Colors", "JSON", "Test"]
+git-tree-sha1 = "61c5334f33d91e570e1d0c3eb5465835242582c4"
+uuid = "a2cac450-b92f-5266-8821-25eda20663c8"
+version = "0.4.0"
+
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
 git-tree-sha1 = "67c1f244b991cad9b0aa4b7540fb758c2488b129"
@@ -378,6 +467,11 @@ git-tree-sha1 = "fc08e5930ee9a4e03f84bfb5211cb54e7769758a"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
 version = "0.12.10"
 
+[[deps.Combinatorics]]
+git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
+uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
+version = "1.0.2"
+
 [[deps.CommonDataModel]]
 deps = ["CFTime", "DataStructures", "Dates", "Preferences", "Printf", "Statistics"]
 git-tree-sha1 = "d7d7b58e149f19c322840a50d1bc20e8c23addb4"
@@ -408,7 +502,7 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.1.0+0"
+version = "1.0.5+1"
 
 [[deps.CompositionsBase]]
 git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
@@ -449,6 +543,12 @@ git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
 version = "0.6.2"
 
+[[deps.CoordinateTransformations]]
+deps = ["LinearAlgebra", "StaticArrays"]
+git-tree-sha1 = "f9d7112bfff8a19a3a4ea4e03a8e6a91fe8456bf"
+uuid = "150eb455-5306-5404-9cee-2592286d6298"
+version = "0.6.3"
+
 [[deps.CpuId]]
 deps = ["Markdown"]
 git-tree-sha1 = "fcbb72b032692610bfbdb15018ac16a36cf2e406"
@@ -497,6 +597,12 @@ git-tree-sha1 = "0fba8b706d0178b4dc7fd44a96a92382c9065c2c"
 uuid = "244e2a9f-e319-4986-a169-4d1fe445cd52"
 version = "0.1.2"
 
+[[deps.DelaunayTriangulation]]
+deps = ["DataStructures", "EnumX", "ExactPredicates", "Random", "SimpleGraphs"]
+git-tree-sha1 = "d4e9dc4c6106b8d44e40cd4faf8261a678552c7c"
+uuid = "927a84f5-c5f4-47a5-9785-b46e178433df"
+version = "0.8.12"
+
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
 git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae"
@@ -517,9 +623,9 @@ 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 = "2ad3a2dcd5f28f535aa884d199cc2f0a9d335729"
+git-tree-sha1 = "aee5798bd4f1ed1260bd1741221f9589e5ee8a90"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.147.1"
+version = "6.147.3"
 
     [deps.DiffEqBase.extensions]
     DiffEqBaseChainRulesCoreExt = "ChainRulesCore"
@@ -588,6 +694,22 @@ weakdeps = ["ChainRulesCore", "SparseArrays"]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
+[[deps.Distributions]]
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "7c302d7a5fec5214eb8a5a4c466dcf7a51fcf169"
+uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
+version = "0.25.107"
+
+    [deps.Distributions.extensions]
+    DistributionsChainRulesCoreExt = "ChainRulesCore"
+    DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
+
+    [deps.Distributions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
+    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
 git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
@@ -599,6 +721,18 @@ deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 version = "1.6.0"
 
+[[deps.DualNumbers]]
+deps = ["Calculus", "NaNMath", "SpecialFunctions"]
+git-tree-sha1 = "5837a837389fccf076445fce071c8ddaea35a566"
+uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
+version = "0.6.8"
+
+[[deps.EarCut_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "e3290f2d49e661fbd94046d7e3726ffcb2d41053"
+uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5"
+version = "2.2.4+0"
+
 [[deps.Elliptic]]
 git-tree-sha1 = "71c79e77221ab3a29918aaf6db4f217b89138608"
 uuid = "b305315f-e792-5b7a-8f41-49f472929428"
@@ -624,6 +758,17 @@ git-tree-sha1 = "8e9441ee83492030ace98f9789a654a6d0b1f643"
 uuid = "2702e6a9-849d-5ed8-8c21-79e8b8f9ee43"
 version = "0.0.20230411+0"
 
+[[deps.ErrorfreeArithmetic]]
+git-tree-sha1 = "d6863c556f1142a061532e79f611aa46be201686"
+uuid = "90fa49ef-747e-5e6f-a989-263ba693cf1a"
+version = "0.5.2"
+
+[[deps.ExactPredicates]]
+deps = ["IntervalArithmetic", "Random", "StaticArraysCore", "Test"]
+git-tree-sha1 = "276e83bc8b21589b79303b9985c321024ffdf59c"
+uuid = "429591f6-91af-11e9-00e2-59fbe8cec110"
+version = "2.2.5"
+
 [[deps.ExceptionUnwrapping]]
 deps = ["Test"]
 git-tree-sha1 = "dcb08a0d93ec0b1cdc4af184b26b591e9695423a"
@@ -641,17 +786,22 @@ git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
 uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
 version = "0.1.10"
 
+[[deps.Extents]]
+git-tree-sha1 = "2140cd04483da90b2da7f99b2add0750504fc39c"
+uuid = "411431e0-e8b7-467b-b5e0-f676ba4f2910"
+version = "0.1.2"
+
 [[deps.FFMPEG]]
-deps = ["FFMPEG_jll"]
-git-tree-sha1 = "b57e3acbe22f8484b4b5ff66a7499717fe1a9cc8"
+deps = ["BinaryProvider", "Libdl"]
+git-tree-sha1 = "9143266ba77d3313a4cf61d8333a1970e8c5d8b6"
 uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
-version = "0.4.1"
+version = "0.2.4"
 
 [[deps.FFMPEG_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
+git-tree-sha1 = "ab3f7e1819dba9434a3a5126510c8fda3a4e7000"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.4+1"
+version = "6.1.1+0"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
@@ -694,12 +844,24 @@ git-tree-sha1 = "fd923962364b645f3719855c88f7074413a6ad92"
 uuid = "442a2c76-b920-505d-bb47-c5924d526838"
 version = "1.0.2"
 
+[[deps.FastRounding]]
+deps = ["ErrorfreeArithmetic", "LinearAlgebra"]
+git-tree-sha1 = "6344aa18f654196be82e62816935225b3b9abe44"
+uuid = "fa42c844-2597-5d31-933b-ebd51ab2693f"
+version = "0.3.1"
+
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
 git-tree-sha1 = "c5c28c245101bd59154f649e19b038d15901b5dc"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
 version = "1.16.2"
 
+[[deps.FilePaths]]
+deps = ["FilePathsBase", "MacroTools", "Reexport", "Requires"]
+git-tree-sha1 = "919d9412dbf53a2e6fe74af62a73ceed0bce0629"
+uuid = "8fc22ac5-c921-52a6-82fd-178b2807b824"
+version = "0.8.3"
+
 [[deps.FilePathsBase]]
 deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
 git-tree-sha1 = "9f00e42f8d99fdde64d40c8ea5d14269a2e2c1aa"
@@ -714,17 +876,13 @@ deps = ["LinearAlgebra", "Random"]
 git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
 version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
     FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
-    [deps.FillArrays.weakdeps]
-    PDMats = "90014a1f-27ba-587c-ab20-58faa44d9150"
-    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-    Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-
 [[deps.FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"]
 git-tree-sha1 = "73d1214fec245096717847c62d389a5d2ac86504"
@@ -771,11 +929,10 @@ git-tree-sha1 = "21efd19106a55620a188615da6d3d06cd7f6ee03"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
 version = "2.13.93+0"
 
-[[deps.Formatting]]
-deps = ["Logging", "Printf"]
-git-tree-sha1 = "fb409abab2caf118986fc597ba84b50cbaf00b87"
-uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
-version = "0.4.3"
+[[deps.Format]]
+git-tree-sha1 = "f3cf88025f6d03c194d73f5d13fee9004a108329"
+uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
+version = "1.3.6"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
@@ -787,12 +944,24 @@ weakdeps = ["StaticArrays"]
     [deps.ForwardDiff.extensions]
     ForwardDiffStaticArraysExt = "StaticArrays"
 
+[[deps.FreeType]]
+deps = ["CEnum", "FreeType2_jll"]
+git-tree-sha1 = "907369da0f8e80728ab49c1c7e09327bf0d6d999"
+uuid = "b38be410-82b0-50bf-ab77-7b57e271db43"
+version = "4.1.1"
+
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
 git-tree-sha1 = "d8db6a5a2fe1381c1ea4ef2cab7c69c2de7f9ea0"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
 version = "2.13.1+0"
 
+[[deps.FreeTypeAbstraction]]
+deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
+git-tree-sha1 = "055626e1a35f6771fe99060e835b72ca61a52621"
+uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
+version = "0.10.1"
+
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
@@ -867,6 +1036,57 @@ git-tree-sha1 = "eb6f1f48aa994f3018cbd029a17863c6535a266d"
 uuid = "d54b0c1a-921d-58e0-8e36-89d8069c0969"
 version = "0.5.8"
 
+[[deps.GeoFormatTypes]]
+git-tree-sha1 = "59107c179a586f0fe667024c5eb7033e81333271"
+uuid = "68eda718-8dee-11e9-39e7-89f7f65f511f"
+version = "0.4.2"
+
+[[deps.GeoInterface]]
+deps = ["Extents"]
+git-tree-sha1 = "d4f85701f569584f2cff7ba67a137d03f0cfb7d0"
+uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
+version = "1.3.3"
+
+[[deps.GeoInterfaceMakie]]
+deps = ["GeoInterface", "GeometryBasics", "MakieCore"]
+git-tree-sha1 = "c15f793d501789ffa1cd171103406573d00f71cc"
+uuid = "0edc0954-3250-4c18-859d-ec71c1660c08"
+version = "0.1.5"
+
+[[deps.GeoInterfaceRecipes]]
+deps = ["GeoInterface", "RecipesBase"]
+git-tree-sha1 = "fb1156076f24f1dfee45b3feadb31d05730a49ac"
+uuid = "0329782f-3d07-4b52-b9f6-d3137cf03c7a"
+version = "1.0.2"
+
+[[deps.GeoJSON]]
+deps = ["Extents", "GeoFormatTypes", "GeoInterface", "GeoInterfaceMakie", "GeoInterfaceRecipes", "JSON3", "StructTypes", "Tables"]
+git-tree-sha1 = "5846df44b97b4af377fd057b3a2a393228081a3c"
+uuid = "61d90e0f-e114-555e-ac52-39dfb47a3ef9"
+version = "0.8.0"
+weakdeps = ["Makie"]
+
+    [deps.GeoJSON.extensions]
+    GeoJSONMakieExt = "Makie"
+
+[[deps.GeoMakie]]
+deps = ["Colors", "Downloads", "GeoInterface", "GeoJSON", "Geodesy", "GeometryBasics", "ImageIO", "LinearAlgebra", "Makie", "Proj", "Reexport", "Statistics", "StructArrays"]
+git-tree-sha1 = "1c302958cfaeeefcb5e2e498a0355a37ca0114b8"
+uuid = "db073c08-6b98-4ee5-b6a4-5efafb3259c6"
+version = "0.6.2"
+
+[[deps.Geodesy]]
+deps = ["CoordinateTransformations", "Dates", "LinearAlgebra", "StaticArrays"]
+git-tree-sha1 = "ed98a4429bf0a033ccc5e036120181dd52f06d31"
+uuid = "0ef565a4-170c-5f04-8de2-149903a85f3d"
+version = "1.1.0"
+
+[[deps.GeometryBasics]]
+deps = ["EarCut_jll", "Extents", "GeoInterface", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
+git-tree-sha1 = "5694b56ccf9d15addedc35e9a4ba9c317721b788"
+uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
+version = "0.4.10"
+
 [[deps.Gettext_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
 git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046"
@@ -895,12 +1115,24 @@ git-tree-sha1 = "f3c0936dd685d57fa0b1eee7dbebf382b969ea63"
 uuid = "0951126a-58fd-58f1-b5b3-b08c7c4a876d"
 version = "3.8.3+0"
 
+[[deps.Graphics]]
+deps = ["Colors", "LinearAlgebra", "NaNMath"]
+git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd"
+uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
+version = "1.1.2"
+
 [[deps.Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011"
 uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
 version = "1.3.14+0"
 
+[[deps.GridLayoutBase]]
+deps = ["GeometryBasics", "InteractiveUtils", "Observables"]
+git-tree-sha1 = "af13a277efd8a6e716d79ef635d5342ccb75be61"
+uuid = "3955a311-db13-416c-9275-1d80ed98e5e9"
+version = "0.10.0"
+
 [[deps.Grisu]]
 git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
 uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
@@ -924,9 +1156,9 @@ version = "1.14.3+1"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "ac7b73d562b8f4287c3b67b4c66a5395a19c1ae8"
+git-tree-sha1 = "db864f2d91f68a5912937af80327d288ea1f3aee"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.2"
+version = "1.10.3"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -940,6 +1172,12 @@ git-tree-sha1 = "ca0f6bf568b4bfc807e7537f081c81e35ceca114"
 uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8"
 version = "2.10.0+0"
 
+[[deps.HypergeometricFunctions]]
+deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
+git-tree-sha1 = "f218fe3736ddf977e0e772bc9a586b2383da2685"
+uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
+version = "0.3.23"
+
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools", "Test"]
 git-tree-sha1 = "5d8c5713f38f7bc029e26627b687710ba406d0dd"
@@ -951,6 +1189,52 @@ git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
 uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
 version = "0.1.1"
 
+[[deps.ImageAxes]]
+deps = ["AxisArrays", "ImageBase", "ImageCore", "Reexport", "SimpleTraits"]
+git-tree-sha1 = "2e4520d67b0cef90865b3ef727594d2a58e0e1f8"
+uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac"
+version = "0.6.11"
+
+[[deps.ImageBase]]
+deps = ["ImageCore", "Reexport"]
+git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909"
+uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
+version = "0.1.7"
+
+[[deps.ImageCore]]
+deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
+git-tree-sha1 = "b2a7eaa169c13f5bcae8131a83bc30eff8f71be0"
+uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
+version = "0.10.2"
+
+[[deps.ImageIO]]
+deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs"]
+git-tree-sha1 = "bca20b2f5d00c4fbc192c3212da8fa79f4688009"
+uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
+version = "0.6.7"
+
+[[deps.ImageMetadata]]
+deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
+git-tree-sha1 = "355e2b974f2e3212a75dfb60519de21361ad3cb7"
+uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49"
+version = "0.9.9"
+
+[[deps.Imath_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "3d09a9f60edf77f8a4d99f9e015e8fbf9989605d"
+uuid = "905a6f67-0a94-5f89-b386-d35d92009cd1"
+version = "3.1.7+0"
+
+[[deps.IndirectArrays]]
+git-tree-sha1 = "012e604e1c7458645cb8b436f8fba789a51b257f"
+uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959"
+version = "1.0.0"
+
+[[deps.Inflate]]
+git-tree-sha1 = "ea8031dea4aff6bd41f1df8f2fdfb25b33626381"
+uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
+version = "0.1.4"
+
 [[deps.InitialValues]]
 git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3"
 uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c"
@@ -972,6 +1256,11 @@ weakdeps = ["CLIMAParameters"]
     [deps.Insolation.extensions]
     CreateParametersExt = "CLIMAParameters"
 
+[[deps.IntegerMathUtils]]
+git-tree-sha1 = "b8ffb903da9f7b8cf695a8bead8e01814aa24b30"
+uuid = "18e54dd8-cb9d-406c-a71d-865a43cbb235"
+version = "0.1.2"
+
 [[deps.IntelOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
 git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
@@ -992,6 +1281,12 @@ weakdeps = ["Unitful"]
     [deps.Interpolations.extensions]
     InterpolationsUnitfulExt = "Unitful"
 
+[[deps.IntervalArithmetic]]
+deps = ["CRlibm", "FastRounding", "LinearAlgebra", "Markdown", "Random", "RecipesBase", "RoundingEmulator", "SetRounding", "StaticArrays"]
+git-tree-sha1 = "5ab7744289be503d76a944784bac3f2df7b809af"
+uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
+version = "0.20.9"
+
 [[deps.IntervalSets]]
 git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
@@ -1013,6 +1308,17 @@ git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
+[[deps.Isoband]]
+deps = ["isoband_jll"]
+git-tree-sha1 = "f9b6d97355599074dc867318950adaa6f9946137"
+uuid = "f1662d9f-8043-43de-a69a-05efc1cc6ff4"
+version = "0.1.1"
+
+[[deps.IterTools]]
+git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023"
+uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
+version = "1.10.0"
+
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
 uuid = "82899510-4779-5014-852e-03e436cf321d"
@@ -1042,6 +1348,24 @@ git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
 uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 version = "0.21.4"
 
+[[deps.JSON3]]
+deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
+git-tree-sha1 = "eb3edce0ed4fa32f75a0a11217433c31d56bd48b"
+uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
+version = "1.14.0"
+
+    [deps.JSON3.extensions]
+    JSON3ArrowExt = ["ArrowTypes"]
+
+    [deps.JSON3.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
+
+[[deps.JpegTurbo]]
+deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"]
+git-tree-sha1 = "fa6d0bcff8583bac20f1ffa708c3913ca605c611"
+uuid = "b835a17e-a41a-41e7-81f0-2f016b05efe0"
+version = "0.1.5"
+
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
 git-tree-sha1 = "3336abae9a713d2210bb57ab484b1e065edd7d23"
@@ -1070,6 +1394,12 @@ weakdeps = ["EnzymeCore"]
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
 
+[[deps.KernelDensity]]
+deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
+uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
+version = "0.6.8"
+
 [[deps.Krylov]]
 deps = ["LinearAlgebra", "Printf", "SparseArrays"]
 git-tree-sha1 = "8a6837ec02fe5fb3def1abc907bb802ef11a0729"
@@ -1148,10 +1478,10 @@ uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.3.1"
 
 [[deps.Latexify]]
-deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
-git-tree-sha1 = "f428ae552340899a935973270b8d98e5a31c49fe"
+deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
+git-tree-sha1 = "cad560042a7cc108f5a4c24ea1431a9221f22c1b"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.16.1"
+version = "0.16.2"
 
     [deps.Latexify.extensions]
     DataFramesExt = "DataFrames"
@@ -1171,6 +1501,11 @@ version = "0.1.15"
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
 
+[[deps.LazyModules]]
+git-tree-sha1 = "a560dd966b386ac9ae60bdd3a3d3a326062d3c3e"
+uuid = "8cdb02fc-e678-4876-92c5-9defec4f444e"
+version = "0.3.1"
+
 [[deps.LeftChildRightSiblingTrees]]
 deps = ["AbstractTrees"]
 git-tree-sha1 = "fb6803dafae4a5d62ea5cab204b1e657d9737e7f"
@@ -1252,6 +1587,12 @@ git-tree-sha1 = "e5edc369a598dfde567269dc6add5812cfa10cd5"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
 version = "2.39.3+0"
 
+[[deps.LightXML]]
+deps = ["Libdl", "XML2_jll"]
+git-tree-sha1 = "3a994404d3f6709610701c7dabfc03fed87a81f8"
+uuid = "9c8b4983-aa76-5018-a973-4c85ecc9e179"
+version = "0.9.1"
+
 [[deps.LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
 git-tree-sha1 = "7bbea35cec17305fc70a0e5b4641477dc0789d9d"
@@ -1262,6 +1603,12 @@ version = "7.2.0"
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
+[[deps.LinearAlgebraX]]
+deps = ["LinearAlgebra", "Mods", "Primes", "SimplePolynomials"]
+git-tree-sha1 = "d76cec8007ec123c2b681269d40f94b053473fcf"
+uuid = "9b3f67b0-2d00-526e-9884-9e4938f8fb88"
+version = "0.2.7"
+
 [[deps.LinearOperators]]
 deps = ["FastClosures", "LDLFactorizations", "LinearAlgebra", "Printf", "Requires", "SparseArrays", "TimerOutputs"]
 git-tree-sha1 = "f06df3a46255879cbccae1b5b6dcb16994c31be7"
@@ -1358,15 +1705,44 @@ git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
 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", "Format", "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 = "27af6be179c711fb916a597b6644fbb5b80becc0"
+uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
+version = "0.20.8"
+
+[[deps.MakieCore]]
+deps = ["Observables", "REPL"]
+git-tree-sha1 = "248b7a4be0f92b497f7a331aed02c1e9a878f46b"
+uuid = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
+version = "0.7.3"
+
 [[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 = "679c1aec6934d322783bd15db4d18f898653be4f"
+uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
+version = "1.27.0"
+
+[[deps.MathTeXEngine]]
+deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"]
+git-tree-sha1 = "96ca8a313eb6437db5ffe946c457a401bbb8ce1d"
+uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53"
+version = "0.5.7"
+
 [[deps.MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
 git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
@@ -1404,6 +1780,17 @@ version = "1.1.0"
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
+[[deps.Mods]]
+git-tree-sha1 = "924f962b524a71eef7a21dae1e6853817f9b658f"
+uuid = "7475f97c-0381-53b1-977b-4c60186c8d62"
+version = "2.2.4"
+
+[[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 = "2023.1.10"
@@ -1413,6 +1800,17 @@ git-tree-sha1 = "cac9cc5499c25554cba55cd3c30543cff5ca4fab"
 uuid = "46d2c3a1-f734-5fdb-9937-b9b9aeba4221"
 version = "0.2.4"
 
+[[deps.Multisets]]
+git-tree-sha1 = "8d852646862c96e226367ad10c8af56099b4047e"
+uuid = "3b2b4ff1-bcff-5658-a3ee-dbcf1ce5ac09"
+version = "0.4.4"
+
+[[deps.MutableArithmetics]]
+deps = ["LinearAlgebra", "SparseArrays", "Test"]
+git-tree-sha1 = "302fd161eb1c439e4115b51ae456da4e9984f130"
+uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
+version = "1.4.1"
+
 [[deps.NCDatasets]]
 deps = ["CFTime", "CommonDataModel", "DataStructures", "Dates", "DiskArrays", "NetCDF_jll", "NetworkOptions", "Printf"]
 git-tree-sha1 = "79400cceb1655e7b2fe528a7b114c785bc152e59"
@@ -1479,6 +1877,12 @@ git-tree-sha1 = "a8af1798e4eb9ff768ce7fdefc0e957097793f15"
 uuid = "7243133f-43d8-5620-bbf4-c2c921802cf3"
 version = "400.902.209+0"
 
+[[deps.Netpbm]]
+deps = ["FileIO", "ImageCore", "ImageMetadata"]
+git-tree-sha1 = "d92b107dbb887293622df7697a2223f9f8176fcd"
+uuid = "f09324ee-3d7c-5217-9330-fc30815ba969"
+version = "1.1.1"
+
 [[deps.Nettle_jll]]
 deps = ["Artifacts", "GMP_jll", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "eca63e3847dad608cfa6a3329b95ef674c7160b4"
@@ -1489,6 +1893,11 @@ version = "3.7.2+0"
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
+[[deps.Observables]]
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
+uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
+version = "0.5.5"
+
 [[deps.OffsetArrays]]
 git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
@@ -1519,7 +1928,19 @@ version = "0.3.24+0"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.23+4"
+version = "0.3.23+2"
+
+[[deps.OpenEXR]]
+deps = ["Colors", "FileIO", "OpenEXR_jll"]
+git-tree-sha1 = "327f53360fdb54df7ecd01e96ef1983536d1e633"
+uuid = "52e1d378-f018-4a11-a4be-720524705ac7"
+version = "0.3.2"
+
+[[deps.OpenEXR_jll]]
+deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "a4ca623df1ae99d09bc9868b008262d0c0ac1e4f"
+uuid = "18a262bb-aa17-5467-a713-aee519bc75cb"
+version = "3.1.4+0"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1534,9 +1955,9 @@ version = "4.1.6+0"
 
 [[deps.OpenSSL]]
 deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "51901a49222b09e3743c65b8847687ae5fc78eb2"
+git-tree-sha1 = "af81a32750ebc831ee28bdaaba6e1067decef51e"
 uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.4.1"
+version = "1.4.2"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1550,6 +1971,12 @@ git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
 uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.5+0"
 
+[[deps.Optim]]
+deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "MathOptInterface", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
+git-tree-sha1 = "d024bfb56144d947d4fafcd9cb5cafbe3410b133"
+uuid = "429524aa-4258-5aef-a3af-852621145aeb"
+version = "1.9.2"
+
 [[deps.Optimisers]]
 deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"]
 git-tree-sha1 = "264b061c1903bc0fe9be77cb9050ebacff66bb63"
@@ -1578,6 +2005,42 @@ deps = ["Artifacts", "Libdl"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
 version = "10.42.0+1"
 
+[[deps.PDMats]]
+deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
+uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
+version = "0.11.31"
+
+[[deps.PNGFiles]]
+deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"]
+git-tree-sha1 = "67186a2bc9a90f9f85ff3cc8277868961fb57cbd"
+uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883"
+version = "0.4.3"
+
+[[deps.PROJ_jll]]
+deps = ["Artifacts", "JLLWrappers", "LibCURL_jll", "Libdl", "Libtiff_jll", "SQLite_jll"]
+git-tree-sha1 = "f3e45027ea0f44a2725fbedfdb7ed118d5deec8d"
+uuid = "58948b4f-47e0-5654-a9ad-f609743f8632"
+version = "901.300.0+0"
+
+[[deps.Packing]]
+deps = ["GeometryBasics"]
+git-tree-sha1 = "ec3edfe723df33528e085e632414499f26650501"
+uuid = "19eb6ba3-879d-56ad-ad62-d5c202156566"
+version = "0.5.0"
+
+[[deps.PaddedViews]]
+deps = ["OffsetArrays"]
+git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f"
+uuid = "5432bcbf-9aad-5242-b902-cca2824c8663"
+version = "0.5.12"
+
+[[deps.Pango_jll]]
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "4745216e94f71cb768d58330b059c9b76f32cb66"
+uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
+version = "1.50.14+0"
+
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
 git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
@@ -1590,6 +2053,18 @@ git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.8.1"
 
+[[deps.Permutations]]
+deps = ["Combinatorics", "LinearAlgebra", "Random"]
+git-tree-sha1 = "eb3f9df2457819bf0a9019bd93cc451697a0751e"
+uuid = "2ae35dd2-176d-5d53-8349-f30d82d94d4f"
+version = "0.4.20"
+
+[[deps.PikaParser]]
+deps = ["DocStringExtensions"]
+git-tree-sha1 = "d6ff87de27ff3082131f31a714d25ab6d0a88abf"
+uuid = "3bbf5609-3e7b-44cd-8549-7c69f321e792"
+version = "0.6.1"
+
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
 uuid = "b98c9c47-44ae-5843-9183-064241ee97a0"
@@ -1656,12 +2131,36 @@ git-tree-sha1 = "240d7170f5ffdb285f9427b92333c3463bf65bf6"
 uuid = "1d0040c9-8b98-4ee7-8388-3f51789ca0ad"
 version = "0.2.1"
 
+[[deps.PolygonOps]]
+git-tree-sha1 = "77b3d3605fc1cd0b42d95eba87dfcd2bf67d5ff6"
+uuid = "647866c9-e3ac-4575-94e7-e3d426903924"
+version = "0.1.2"
+
+[[deps.Polynomials]]
+deps = ["LinearAlgebra", "RecipesBase", "Setfield", "SparseArrays"]
+git-tree-sha1 = "a9c7a523d5ed375be3983db190f6a5874ae9286d"
+uuid = "f27b6e38-b328-58d1-80ce-0feddd5e7a45"
+version = "4.0.6"
+weakdeps = ["ChainRulesCore", "FFTW", "MakieCore", "MutableArithmetics"]
+
+    [deps.Polynomials.extensions]
+    PolynomialsChainRulesCoreExt = "ChainRulesCore"
+    PolynomialsFFTWExt = "FFTW"
+    PolynomialsMakieCoreExt = "MakieCore"
+    PolynomialsMutableArithmeticsExt = "MutableArithmetics"
+
 [[deps.PooledArrays]]
 deps = ["DataAPI", "Future"]
 git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3"
 uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
 version = "1.4.3"
 
+[[deps.PositiveFactorizations]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "17275485f373e6673f7e7f97051f703ed5b15b20"
+uuid = "85a6dd25-e78a-55b7-8502-1745935b8125"
+version = "0.2.4"
+
 [[deps.PreallocationTools]]
 deps = ["Adapt", "ArrayInterface", "ForwardDiff"]
 git-tree-sha1 = "b6665214f2d0739f2d09a17474dd443b9139784a"
@@ -1682,9 +2181,9 @@ version = "1.2.0"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
+git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.1"
+version = "1.4.3"
 
 [[deps.PrettyPrint]]
 git-tree-sha1 = "632eb4abab3449ab30c5e1afaa874f0b98b586e4"
@@ -1697,10 +2196,20 @@ git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
 version = "2.3.1"
 
+[[deps.Primes]]
+deps = ["IntegerMathUtils"]
+git-tree-sha1 = "cb420f77dc474d23ee47ca8d14c90810cafe69e7"
+uuid = "27ebfcd6-29c5-5fa9-bf4b-fb8fc14df3ae"
+version = "0.5.6"
+
 [[deps.Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 
+[[deps.Profile]]
+deps = ["Printf"]
+uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
+
 [[deps.ProgressBars]]
 deps = ["Printf"]
 git-tree-sha1 = "b437cdb0385ed38312d91d9c00c20f3798b30256"
@@ -1713,12 +2222,36 @@ git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539"
 uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
 version = "0.1.4"
 
+[[deps.ProgressMeter]]
+deps = ["Distributed", "Printf"]
+git-tree-sha1 = "763a8ceb07833dd51bb9e3bbca372de32c0605ad"
+uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
+version = "1.10.0"
+
+[[deps.Proj]]
+deps = ["CEnum", "CoordinateTransformations", "GeoFormatTypes", "GeoInterface", "NetworkOptions", "PROJ_jll"]
+git-tree-sha1 = "76ab3cbf876f3c859b6cc5817d8262809add3e13"
+uuid = "c94c279d-25a6-4763-9509-64d165bea63e"
+version = "1.7.0"
+
+[[deps.QOI]]
+deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
+git-tree-sha1 = "18e8f4d1426e965c7b532ddd260599e1510d26ce"
+uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65"
+version = "1.0.0"
+
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
 git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
 version = "6.5.3+1"
 
+[[deps.QuadGK]]
+deps = ["DataStructures", "LinearAlgebra"]
+git-tree-sha1 = "9b23c31e76e333e6fb4c1595ae6afa74966a729e"
+uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
+version = "2.9.4"
+
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
@@ -1749,6 +2282,11 @@ git-tree-sha1 = "043da614cc7e95c703498a491e2c21f58a2b8111"
 uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143"
 version = "1.5.3"
 
+[[deps.RangeArrays]]
+git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
+uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d"
+version = "0.3.2"
+
 [[deps.Ratios]]
 deps = ["Requires"]
 git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b"
@@ -1818,12 +2356,35 @@ git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
 version = "1.3.0"
 
+[[deps.RingLists]]
+deps = ["Random"]
+git-tree-sha1 = "f39da63aa6d2d88e0c1bd20ed6a3ff9ea7171ada"
+uuid = "286e9d63-9694-5540-9e3c-4e6708fa07b2"
+version = "0.2.8"
+
+[[deps.Rmath]]
+deps = ["Random", "Rmath_jll"]
+git-tree-sha1 = "f65dcb5fa46aee0cf9ed6274ccbd597adc49aa7b"
+uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
+version = "0.7.1"
+
+[[deps.Rmath_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "6ed52fdd3382cf21947b15e8870ac0ddbff736da"
+uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
+version = "0.4.0+0"
+
 [[deps.RootSolvers]]
 deps = ["ForwardDiff"]
 git-tree-sha1 = "a87fd671f7a298de98f2f3c5a9cd9890714eb9dd"
 uuid = "7181ea78-2dcb-4de3-ab41-2b8ab5a31e74"
 version = "0.4.2"
 
+[[deps.RoundingEmulator]]
+git-tree-sha1 = "40b9edad2e5287e05bd413a38f61a8ff55b9557b"
+uuid = "5eaf0fd0-dfba-4ccb-bf02-d820a40db705"
+version = "0.2.1"
+
 [[deps.RuntimeGeneratedFunctions]]
 deps = ["ExprTools", "SHA", "Serialization"]
 git-tree-sha1 = "6aacc5eefe8415f47b3e34214c1d79d2674a0ba2"
@@ -1839,6 +2400,12 @@ git-tree-sha1 = "330289636fb8107c5f32088d2741e9fd7a061a5c"
 uuid = "94e857df-77ce-4151-89e5-788b33177be4"
 version = "0.1.0"
 
+[[deps.SQLite_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "75e28667a36b5650b5cc4baa266c5760c3672275"
+uuid = "76ed43ae-9a5d-5a62-8c75-30186b810ce8"
+version = "3.45.0+0"
+
 [[deps.SciMLBase]]
 deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
 git-tree-sha1 = "3a281a9fce9cd62b849d7f16e412933a5fe755cb"
@@ -1885,12 +2452,23 @@ version = "1.4.1"
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 
+[[deps.SetRounding]]
+git-tree-sha1 = "d7a25e439d07a17b7cdf97eecee504c50fedf5f6"
+uuid = "3cc68bcd-71a2-5612-b932-767ffbe40ab0"
+version = "0.2.1"
+
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
 git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
 uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
 version = "1.1.1"
 
+[[deps.ShaderAbstractions]]
+deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays", "StructArrays", "Tables"]
+git-tree-sha1 = "79123bc60c5507f035e6d1d9e563bb2971954ec8"
+uuid = "65257c39-d410-5151-9873-9b3e5be5013e"
+version = "0.4.1"
+
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
 uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
@@ -1906,17 +2484,53 @@ git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
 uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
 version = "1.0.3"
 
+[[deps.SignedDistanceFields]]
+deps = ["Random", "Statistics", "Test"]
+git-tree-sha1 = "d263a08ec505853a5ff1c1ebde2070419e3f28e9"
+uuid = "73760f76-fbc4-59ce-8f25-708e95d2df96"
+version = "0.4.0"
+
 [[deps.SimpleBufferStream]]
 git-tree-sha1 = "874e8867b33a00e784c8a7e4b60afe9e037b74e1"
 uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7"
 version = "1.1.0"
 
+[[deps.SimpleGraphs]]
+deps = ["AbstractLattices", "Combinatorics", "DataStructures", "IterTools", "LightXML", "LinearAlgebra", "LinearAlgebraX", "Optim", "Primes", "Random", "RingLists", "SimplePartitions", "SimplePolynomials", "SimpleRandom", "SparseArrays", "Statistics"]
+git-tree-sha1 = "f65caa24a622f985cc341de81d3f9744435d0d0f"
+uuid = "55797a34-41de-5266-9ec1-32ac4eb504d3"
+version = "0.8.6"
+
+[[deps.SimplePartitions]]
+deps = ["AbstractLattices", "DataStructures", "Permutations"]
+git-tree-sha1 = "e182b9e5afb194142d4668536345a365ea19363a"
+uuid = "ec83eff0-a5b5-5643-ae32-5cbf6eedec9d"
+version = "0.3.2"
+
+[[deps.SimplePolynomials]]
+deps = ["Mods", "Multisets", "Polynomials", "Primes"]
+git-tree-sha1 = "7063828369cafa93f3187b3d0159f05582011405"
+uuid = "cc47b68c-3164-5771-a705-2bc0097375a0"
+version = "0.2.17"
+
+[[deps.SimpleRandom]]
+deps = ["Distributions", "LinearAlgebra", "Random"]
+git-tree-sha1 = "3a6fb395e37afab81aeea85bae48a4db5cd7244a"
+uuid = "a6525b86-64cd-54fa-8f65-62fc48bdc0e8"
+version = "0.3.1"
+
 [[deps.SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
 git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231"
 uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
 version = "0.9.4"
 
+[[deps.Sixel]]
+deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
+git-tree-sha1 = "2da10356e31327c7096832eb9cd86307a50b1eb6"
+uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
+version = "0.1.3"
+
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
@@ -1953,6 +2567,18 @@ git-tree-sha1 = "e08a62abc517eb79667d0a29dc08a3b589516bb5"
 uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
+[[deps.StableHashTraits]]
+deps = ["Compat", "PikaParser", "SHA", "Tables", "TupleTools"]
+git-tree-sha1 = "10dc702932fe05a0e09b8e5955f00794ea1e8b12"
+uuid = "c5dd0088-6c3f-4803-b00e-f31a60c170fa"
+version = "1.1.8"
+
+[[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 = "d2fdac9ff3906e27f7a618d47b676941baa6c80c"
@@ -2003,6 +2629,20 @@ git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 version = "0.34.2"
 
+[[deps.StatsFuns]]
+deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
+git-tree-sha1 = "cef0472124fab0695b58ca35a77c6fb942fdab8a"
+uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
+version = "1.3.1"
+
+    [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"
@@ -2034,6 +2674,12 @@ weakdeps = ["Adapt", "GPUArraysCore", "SparseArrays", "StaticArrays"]
     StructArraysSparseArraysExt = "SparseArrays"
     StructArraysStaticArraysExt = "StaticArrays"
 
+[[deps.StructTypes]]
+deps = ["Dates", "UUIDs"]
+git-tree-sha1 = "ca4bccb03acf9faaf4137a9abc1881ed1841aa70"
+uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
+version = "1.10.0"
+
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
@@ -2085,13 +2731,11 @@ deps = ["LinearAlgebra", "Markdown", "Requires", "SparseArrays"]
 git-tree-sha1 = "1c7170668366821b0c4c4fe03ee78f8d6cf36e2c"
 uuid = "6aa5eb33-94cf-58f4-a9d0-e4b2c4fc25ea"
 version = "0.16.0"
+weakdeps = ["IntervalArithmetic"]
 
     [deps.TaylorSeries.extensions]
     TaylorSeriesIAExt = "IntervalArithmetic"
 
-    [deps.TaylorSeries.weakdeps]
-    IntervalArithmetic = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
-
 [[deps.TempestRemap_jll]]
 deps = ["Artifacts", "HDF5_jll", "JLLWrappers", "Libdl", "NetCDF_jll", "OpenBLAS32_jll"]
 git-tree-sha1 = "723112218783928a20e0d865932694acfb7a7571"
@@ -2135,6 +2779,12 @@ git-tree-sha1 = "eda08f7e9818eb53661b3deb74e3159460dfbc27"
 uuid = "8290d209-cae3-49c0-8002-c8c24d57dab5"
 version = "0.5.2"
 
+[[deps.TiffImages]]
+deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
+git-tree-sha1 = "34cc045dd0aaa59b8bbe86c644679bc57f1d5bd0"
+uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
+version = "0.6.8"
+
 [[deps.TimerOutputs]]
 deps = ["ExprTools", "Printf"]
 git-tree-sha1 = "f548a9e9c490030e545f72074a41edfd0e5bcdd7"
@@ -2142,9 +2792,9 @@ uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
 version = "0.5.23"
 
 [[deps.TranscodingStreams]]
-git-tree-sha1 = "54194d92959d8ebaa8e26227dbe3cdefcdcd594f"
+git-tree-sha1 = "3caa21522e7efac1ba21834a03734c57b4611c7e"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.10.3"
+version = "0.10.4"
 weakdeps = ["Random", "Test"]
 
     [deps.TranscodingStreams.extensions]
@@ -2186,6 +2836,11 @@ git-tree-sha1 = "ea3e54c2bdde39062abf5a9758a23735558705e1"
 uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
+[[deps.TupleTools]]
+git-tree-sha1 = "41d61b1c545b06279871ef1a4b5fcb2cac2191cd"
+uuid = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6"
+version = "1.5.0"
+
 [[deps.URIs]]
 git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
 uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
@@ -2511,6 +3166,12 @@ git-tree-sha1 = "3516a5630f741c9eecb3720b1ec9d8edc3ecc033"
 uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70"
 version = "3.1.1+0"
 
+[[deps.isoband_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "51b5eeb3f98367157a7a12a1fb0aa5328946c03c"
+uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4"
+version = "0.2.3+0"
+
 [[deps.libaec_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
 git-tree-sha1 = "46bf7be2917b59b761247be3f317ddf75e50e997"
@@ -2558,6 +3219,12 @@ git-tree-sha1 = "1ea2ebe8ffa31f9c324e8c1d6e86b4165b84a024"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
 version = "1.6.43+0"
 
+[[deps.libsixel_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
+git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
+uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
+version = "1.10.3+0"
+
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
 git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c"
diff --git a/experiments/AMIP/Project.toml b/experiments/AMIP/Project.toml
index 021c7e8274..9c9d69864c 100644
--- a/experiments/AMIP/Project.toml
+++ b/experiments/AMIP/Project.toml
@@ -3,6 +3,8 @@ ArgParse = "c7e460c6-2fb9-53a9-8c5b-16f535851c63"
 ArtifactWrappers = "a14bc488-3040-4b00-9dc1-f6467924858a"
 AtmosphericProfilesLibrary = "86bc3604-9858-485a-bdbe-831ec50de11d"
 CLIMAParameters = "6eacf6c3-8458-43b9-ae03-caf5306d3d53"
+CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
+ClimaAnalysis = "29b5916a-a76c-4e73-9657-3c8fd22e65e6"
 ClimaAtmos = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
 ClimaComms = "3a4d1b5c-c61d-41fd-a00a-5873ba7a1b0d"
 ClimaCore = "d414da3d-4745-48bb-8d80-42e94e092884"
@@ -16,8 +18,12 @@ Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
 Dierckx = "39dd38d3-220a-591b-8e3c-4c3a8c710a94"
 DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+GR = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
+GeoMakie = "db073c08-6b98-4ee5-b6a4-5efafb3259c6"
 Glob = "c27321d9-0574-5035-807b-f59d2c89b15c"
+HDF5_jll = "0234f1f7-429e-5d53-9886-15a909be8d59"
 Insolation = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
+Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
 IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
 JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
@@ -44,6 +50,7 @@ YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
 ArgParse = "1.1"
 ArtifactWrappers = "0.2"
 AtmosphericProfilesLibrary = "0.1"
+ClimaAnalysis = "0.5"
 ClimaCorePlots = "0.2"
 ClimaCoupler = "0.1"
 ClimaTimeSteppers = "0.7"
@@ -51,6 +58,7 @@ Colors = "0.12"
 Dierckx = "0.5"
 ForwardDiff = "0.10"
 Glob = "1"
+HDF5_jll = "1"
 IntervalSets = "0.5, 0.6, 0.7"
 JSON = "0.21"
 MPI = "0.20"
diff --git a/experiments/AMIP/coupler_driver.jl b/experiments/AMIP/coupler_driver.jl
index 5b38393939..f99ad7ef2c 100644
--- a/experiments/AMIP/coupler_driver.jl
+++ b/experiments/AMIP/coupler_driver.jl
@@ -777,6 +777,15 @@ if ClimaComms.iamroot(comms_ctx)
             output_dir = COUPLER_ARTIFACTS_DIR,
             month_date = cs.dates.date[1],
         ) ## plot data that correspond to the model's last save_hdf5 call (i.e., last month)
+
+        # Compare against observations
+        if t_end > 84600
+            @info "Error against observations"
+            include("user_io/leaderboard.jl")
+            compare_vars = ["pr"]
+            output_path = joinpath(COUPLER_ARTIFACTS_DIR, "biases.png")
+            Leaderboard.plot_biases(atmos_sim.integrator.p.output_dir, compare_vars, cs.dates.date; output_path)
+        end
     end
 
     ## clean up for interactive runs, retain all output otherwise
diff --git a/experiments/AMIP/user_io/leaderboard.jl b/experiments/AMIP/user_io/leaderboard.jl
new file mode 100644
index 0000000000..e3af41d01f
--- /dev/null
+++ b/experiments/AMIP/user_io/leaderboard.jl
@@ -0,0 +1 @@
+include("leaderboard/Leaderboard.jl")
diff --git a/experiments/AMIP/user_io/leaderboard/Leaderboard.jl b/experiments/AMIP/user_io/leaderboard/Leaderboard.jl
new file mode 100644
index 0000000000..a0d30b8f29
--- /dev/null
+++ b/experiments/AMIP/user_io/leaderboard/Leaderboard.jl
@@ -0,0 +1,18 @@
+module Leaderboard
+
+import ClimaAnalysis
+import Dates
+import NCDatasets
+import Interpolations
+import CairoMakie
+import GeoMakie
+import ClimaCoupler
+import Statistics: mean
+
+include(joinpath(pkgdir(ClimaCoupler), "artifacts", "artifact_funcs.jl"))
+include("data_sources.jl")
+include("utils.jl")
+include("compare_with_obs.jl")
+
+
+end
diff --git a/experiments/AMIP/user_io/leaderboard/compare_with_obs.jl b/experiments/AMIP/user_io/leaderboard/compare_with_obs.jl
new file mode 100644
index 0000000000..066111a07f
--- /dev/null
+++ b/experiments/AMIP/user_io/leaderboard/compare_with_obs.jl
@@ -0,0 +1,40 @@
+const OBS_DS = Dict()
+
+function preprocess_pr_fn(data)
+    # 1 mm/day -> - 1 kg/m/s2
+    # The minus sign comes from the different conventions used
+    return data .* Float32(-1 / 86400)
+end
+
+OBS_DS["pr"] = ObsDataSource(;
+    path = joinpath(pr_obs_data_path(), "gpcp.precip.mon.mean.197901-202305.nc"),
+    var_name = "precip",
+    preprocess_data_fn = preprocess_pr_fn,
+)
+
+# OBS_DS["rsut"] = ObsDataSource(;
+#                              path = "OBS/CERES_EBAF-TOA_Ed4.2_Subset_200003-202303.g025.nc",
+#                              var_name = "toa_sw_all_mon",
+#                              )
+
+# OBS_DS["rlut"] = ObsDataSource(;
+#                              path = "OBS/CERES_EBAF-TOA_Ed4.2_Subset_200003-202303.g025.nc",
+#                              var_name = "toa_lw_all_mon",
+#                              )
+
+function bias(output_dir::AbstractString, short_name::AbstractString, target_dates::AbstractArray{<:Dates.DateTime})
+    obs = OBS_DS[short_name]
+    sim = SimDataSource(; path = output_dir, short_name)
+    return bias(obs, sim, target_dates)
+end
+
+function plot_biases(output_dir, short_names, target_dates::AbstractArray{<:Dates.DateTime}; output_path)
+    fig = CairoMakie.Figure(; size = (600, 300 * length(short_names)))
+    loc = 1
+    for short_name in short_names
+        bias_var = bias(output_dir, short_name, target_dates)
+        ClimaAnalysis.Visualize.heatmap2D_on_globe!(fig, bias_var; p_loc = (1, loc))
+        loc = loc + 1
+    end
+    CairoMakie.save(output_path, fig)
+end
diff --git a/experiments/AMIP/user_io/leaderboard/data_sources.jl b/experiments/AMIP/user_io/leaderboard/data_sources.jl
new file mode 100644
index 0000000000..83f27010d6
--- /dev/null
+++ b/experiments/AMIP/user_io/leaderboard/data_sources.jl
@@ -0,0 +1,100 @@
+"""
+    A struct to describe some observation data that we want to compare against.
+"""
+struct ObsDataSource
+
+    # NOTE: This struct is not concretely typed, but we don't care about performance here.
+    # We only care about beauty.
+
+    """Path of the NetCDF file"""
+    path::AbstractString
+
+    """Name of the variable of interest in the NetCDF file"""
+    var_name::AbstractString
+
+    """Name of the time dimension in the NetCDF file"""
+    time_name::AbstractString
+    """Name of the longitude dimension in the NetCDF file"""
+    lon_name::AbstractString
+    """Name of the latitude dimension in the NetCDF file"""
+    lat_name::AbstractString
+
+    """Function that has to be applied to the data to convert it to the same conventions
+    as CliMA"""
+    preprocess_data_fn::Function
+
+    """The NCDataset associated to the file"""
+    ncdataset::NCDatasets.NCDataset
+end
+
+function ObsDataSource(;
+    path,
+    var_name,
+    time_name = "time",
+    lon_name = "lon",
+    lat_name = "lat",
+    preprocess_data_fn = identity,
+)
+
+    ncdataset = NCDatasets.NCDataset(path)
+
+    return ObsDataSource(path, var_name, time_name, lon_name, lat_name, preprocess_data_fn, ncdataset)
+end
+
+"""
+    Base.close(ds::ObsDataSource)
+
+Close the file associated to `ds`.
+"""
+function Base.close(ds::ObsDataSource)
+    NCDatasets.close(ds.ncdataset)
+end
+
+"""
+    A struct to describe some simulation data.
+"""
+struct SimDataSource
+
+    # This struct is not concretely typed, but we don't care about performance here. We only
+    # care about beauty.
+
+    """Path of the simulation output"""
+    path::AbstractString
+
+    """Short name of the variable of interest"""
+    short_name::AbstractString
+
+    """Reduction to consider"""
+    reduction::AbstractString
+
+    """Period of the reduction (e.g., 1d, 30d)"""
+    period::AbstractString
+
+    """ClimaAnalysis OutputVar"""
+    var::ClimaAnalysis.OutputVar
+
+    """Simulation longitudes and latitudes"""
+    lonlat::Tuple{AbstractArray, AbstractArray}
+end
+
+function SimDataSource(; path, short_name, reduction = "average", period = "10d")
+
+    sim = ClimaAnalysis.SimDir(path)
+    # TODO: Add period, for the time-being, we just pick up what's there
+    var = get(sim; short_name, reduction)
+
+    lonlat = (var.dims["lon"], var.dims["lat"])
+
+    return SimDataSource(path, short_name, reduction, period, var, lonlat)
+end
+
+"""
+    data_at_date(sim_ds::SimDataSource, date::Dates.DateTime)
+
+Return the simulation data at the given date.
+"""
+function data_at_date(sim_ds::SimDataSource, date::Dates.DateTime)
+    start_date = Dates.DateTime(sim_ds.var.attributes["start_date"])
+    time_diff_seconds = (date - start_date) / Dates.Second(1)
+    return ClimaAnalysis.slice(sim_ds.var, time = time_diff_seconds).data
+end
diff --git a/experiments/AMIP/user_io/leaderboard/utils.jl b/experiments/AMIP/user_io/leaderboard/utils.jl
new file mode 100644
index 0000000000..686cd70e44
--- /dev/null
+++ b/experiments/AMIP/user_io/leaderboard/utils.jl
@@ -0,0 +1,205 @@
+"""
+    isequispaced(arr::Vector)
+
+Return whether the array is equispaced or not.
+"""
+function isequispaced(arr::Vector)
+    return all(diff(arr) .≈ arr[begin + 1] - arr[begin])
+end
+
+"""
+    resample(
+        data::AbstractArray,
+        src_lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+        dest_lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+        )
+
+Resample 2D `data` from `src_lonlat` to `dest_lonlat`.
+
+Note, "flat" boundary conditions are imposed for the outer edges. This should make sense for
+most data sources (that are defined all over the globe but do not necessarily have points at
+the poles). Be sure to check that it makes sense for your data.
+
+The resampling performed here is a 0th-order constant resampling.
+"""
+
+function resample(
+    data::AbstractArray,
+    src_lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+    dest_lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+)
+
+    # Interpolations.jl wants ranges, so we have to make ranges out of the given src_lonlat
+    #
+    # NOTE: We are assuming that lonlat are equispaced. Check this!
+    vec_to_range(v) = range(v[begin], v[end], length = length(v))
+    src_lonlat_ranges = vec_to_range.(src_lonlat)
+
+    itp = Interpolations.constant_interpolation(src_lonlat_ranges, data, extrapolation_bc = Interpolations.Flat())
+
+    dest_lon, dest_lat = dest_lonlat
+
+    return [itp(lon, lat) for lon in dest_lon, lat in dest_lat]
+end
+
+"""
+    integration_weights(lonlat::Tuple{<:AbstractArray, <:AbstractArray})
+
+Compute the integration weights for a first-order spherical integration.
+"""
+function integration_weights(lonlat::Tuple{<:AbstractArray, <:AbstractArray})
+    lon, lat = lonlat
+
+    # We are also assuming that they are in degrees
+    abs(maximum(lon)) <= π && error("longitude should be in degrees")
+    abs(maximum(lat)) <= π / 2 && error("latitude should be in degrees")
+
+    isequispaced(lon) || error("Longitude is not equispaced")
+    isequispaced(lat) || error("Latitude is not equispaced")
+
+    dlon_rad = deg2rad(abs(lon[begin + 1] - lon[begin]))
+    dlat_rad = deg2rad(abs(lat[begin + 1] - lat[begin]))
+
+    return [cosd(lat1) * dlon_rad * dlat_rad for _ in lon, lat1 in lat]
+end
+
+"""
+    integrate_on_sphere(
+        data::AbstractArray,
+        lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+        )
+
+Integrate `data` on a sphere with a first-order scheme. `data` has to be discretized on
+`lonlat`.
+"""
+function integrate_on_sphere(data::AbstractArray, lonlat::Tuple{<:AbstractArray, <:AbstractArray})
+    lon, lat = lonlat
+    size_data = size(data)
+    exp_size = (length(lon), length(lat))
+    size_data == exp_size || error("Inconsistent dimensions $size_data != $exp_size")
+    return sum(data .* integration_weights(lonlat)) ./ sum(integration_weights(lonlat))
+end
+
+"""
+    mse(
+        data1::AbstractArray,
+        data2::AbstractArray,
+        lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+        )
+
+Compute the 2D map of the mean-square error.
+"""
+function mse(data1::AbstractArray, data2::AbstractArray, lonlat::Tuple{<:AbstractArray, <:AbstractArray})
+    lon, lat = lonlat
+    size_data1 = size(data1)
+    size_data2 = size(data2)
+    exp_size = (length(lon), length(lat))
+    size_data1 == exp_size || error("Inconsistent dimensions $size_data1 != $exp_size")
+    size_data1 == size_data2 || error("Inconsistent dimensions $size_data1 != $size_data2")
+
+    return (data1 .- data2) .^ 2
+end
+
+"""
+    bias(
+        sim::AbstractArray,
+        obs::AbstractArray,
+        lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+        )
+
+Compute the 2D map of the bias (simulated - observed).
+"""
+function bias(sim::AbstractArray, obs::AbstractArray, lonlat::Tuple{<:AbstractArray, <:AbstractArray})
+    lon, lat = lonlat
+    size_sim = size(sim)
+    size_obs = size(obs)
+    exp_size = (length(lon), length(lat))
+    size_sim == exp_size || error("Inconsistent dimensions $size_sim != $exp_size")
+    size_sim == size_obs || error("Inconsistent dimensions $size_obs != $size_data2")
+
+    return sim .- obs
+end
+
+"""
+    bias(
+        obs_ds::ObsDataSource,
+        sim_ds::SimDataSource,
+        target_dates::AbstractArray{<: Dates.DateTime},
+        )
+
+Compute the 2D map of the bias (simulated - observed) for data averaged over the given dates.
+
+The return value is a `ClimaAnalysis.OutputVar` with the computed `rmse` and `bias` among
+its attributes.
+"""
+function bias(obs_ds::ObsDataSource, sim_ds::SimDataSource, target_dates::AbstractArray{<:Dates.DateTime})
+    lonlat = sim_ds.lonlat
+    simulated_data = map(d -> data_at_date(sim_ds, d), target_dates) |> mean
+    observational_data = map(d -> find_and_resample(obs_ds, d, lonlat), target_dates) |> mean
+
+    bias_arr = bias(simulated_data, observational_data, lonlat)
+    mse_arr = mse(simulated_data, observational_data, lonlat)
+
+    short_name = ClimaAnalysis.short_name(sim_ds.var)
+
+    bias_dims = Dict("lon" => lonlat[1], "lat" => lonlat[2])
+    bias_dim_attribs = Dict{String, Any}()
+
+    rmse = round(sqrt(integrate_on_sphere(mse_arr, lonlat)); sigdigits = 3)
+    global_bias = round(integrate_on_sphere(bias_arr, lonlat); sigdigits = 3)
+
+    units = sim_ds.var.attributes["units"]
+
+    bias_attribs = Dict{String, Any}(
+        "short_name" => "sim-obs_$short_name",
+        "long_name" => "SIM - OBS mean $short_name\n(RMSE: $rmse $units, Global bias: $global_bias $units)",
+        "rmse" => rmse,
+        "bias" => global_bias,
+        "units" => units,
+    )
+
+    return ClimaAnalysis.OutputVar(bias_attribs, bias_dims, bias_dim_attribs, bias_arr)
+end
+
+"""
+    integrate_on_sphere(var::ClimaAnalysis.OutputVar)
+
+Integrate the given `var` onto the sphere with a first order integration scheme.
+"""
+function integrate_on_sphere(var::ClimaAnalysis.OutputVar)
+    lonlat = (var.dims["lon"], var.dims["lat"])
+    return integrate_on_sphere(var.data, lonlat)
+end
+
+"""
+    find_and_resample(
+        observed_data::ObsDataSource,
+        date::Dates.DateTime,
+        dest_lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+        )
+
+Find the data corresponding to the given `date` in `observed_data` and resample it to
+`dest_lonlat`.
+"""
+function find_and_resample(
+    observed_data::ObsDataSource,
+    date::Dates.DateTime,
+    dest_lonlat::Tuple{<:AbstractArray, <:AbstractArray},
+)
+    obs = observed_data
+
+    available_times = obs.ncdataset[observed_data.time_name]
+
+    time_index = ClimaAnalysis.Utils.nearest_index(available_times, date)
+
+    # NOTE: We are hardcoding that the time index is the last one and that there are three
+    # dimensions! We should generalize this (the NetCDF file contains all the information to
+    # deduce this).
+
+    data_arr = obs.preprocess_data_fn(obs.ncdataset[obs.var_name][:, :, time_index])
+
+    lon_arr = obs.ncdataset[obs.lon_name][:]
+    lat_arr = obs.ncdataset[obs.lat_name][:]
+
+    return resample(data_arr, (lon_arr, lat_arr), dest_lonlat)
+end
diff --git a/test/Project.toml b/test/Project.toml
index 660feaabfe..35e89d63eb 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -2,6 +2,8 @@
 Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
 ArtifactWrappers = "a14bc488-3040-4b00-9dc1-f6467924858a"
 CLIMAParameters = "6eacf6c3-8458-43b9-ae03-caf5306d3d53"
+CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
+ClimaAnalysis = "29b5916a-a76c-4e73-9657-3c8fd22e65e6"
 ClimaAtmos = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
 ClimaComms = "3a4d1b5c-c61d-41fd-a00a-5873ba7a1b0d"
 ClimaCore = "d414da3d-4745-48bb-8d80-42e94e092884"
@@ -11,7 +13,9 @@ ClimaLand = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
 ClimaTimeSteppers = "595c0a79-7f3d-439a-bc5a-b232dc3bde79"
 Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
 Downloads = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
+GeoMakie = "db073c08-6b98-4ee5-b6a4-5efafb3259c6"
 Insolation = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
+Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
 IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
 MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"
 MPIPreferences = "3da0fdf6-3ccc-4f1b-acd9-58baa6c99267"
diff --git a/test/experiment_tests/leaderboard.jl b/test/experiment_tests/leaderboard.jl
new file mode 100644
index 0000000000..808981e1de
--- /dev/null
+++ b/test/experiment_tests/leaderboard.jl
@@ -0,0 +1,67 @@
+using Test
+import ClimaCoupler
+import ClimaAnalysis
+import Dates
+
+# Load file to test
+include("../../experiments/AMIP/user_io/leaderboard.jl")
+# Data
+include(joinpath(pkgdir(ClimaCoupler), "artifacts", "artifact_funcs.jl"))
+
+@testset "Leaderboard utils" begin
+    @test Leaderboard.isequispaced([1, 2, 3])
+    @test !Leaderboard.isequispaced([1, 2, 4])
+
+    input_matrix = reshape(1.0:16, (4, 4))
+
+    @test Leaderboard.resample(input_matrix, (1.0:4, 1.0:4), ([2.8], [3.7]))[1] == 15.0
+
+    @test_throws ErrorException Leaderboard.integration_weights(([1.0], [10.0]))
+    @test_throws ErrorException Leaderboard.integration_weights(([10.0], [1.0]))
+    @test_throws ErrorException Leaderboard.integration_weights(([10.0, 11.0, 13.0], [10.0]))
+    @test_throws ErrorException Leaderboard.integration_weights(([10.0, 20.0], [10.0, 11.0, 13.0]))
+
+    @test Leaderboard.integration_weights(([10.0, 20.0], [20.0, 35.0]))[1] ≈ deg2rad(10.0) * deg2rad(15.0) * cosd(20.0)
+
+    @test Leaderboard.integrate_on_sphere(ones(361, 181), (collect(-180.0:1:180.0), collect(-90.0:1:90.0))) ≈ 1
+
+    @test_throws ErrorException Leaderboard.mse([1], [2, 3], ([1], [2]))
+    @test_throws ErrorException Leaderboard.mse([1, 2], [2, 3, 4], ([1], [2]))
+
+    @test_throws ErrorException Leaderboard.bias([1], [2, 3], ([1], [2]))
+    @test_throws ErrorException Leaderboard.bias([1, 2], [2, 3, 4], ([1], [2]))
+end
+
+@testset "Leaderboard" begin
+    simdir = ClimaAnalysis.SimDir(@__DIR__)
+
+    sim_datasource = Leaderboard.SimDataSource(path = @__DIR__, short_name = "pr")
+
+    pr = get(simdir, "pr")
+
+    @test sim_datasource.lonlat[1] == pr.dims["lon"]
+    @test sim_datasource.lonlat[2] == pr.dims["lat"]
+
+    @test Leaderboard.data_at_date(sim_datasource, Dates.DateTime(1979, 1, 2)) == pr.data[1, :, :]
+
+    preprocess_fn = (data) -> data .* Float32(-1 / 86400)
+
+    obs_datasource = Leaderboard.ObsDataSource(;
+        path = joinpath(pr_obs_data_path(), "gpcp.precip.mon.mean.197901-202305.nc"),
+        var_name = "precip",
+        preprocess_data_fn = preprocess_fn,
+    )
+
+    lat = obs_datasource.ncdataset["lat"][20]
+    lon = obs_datasource.ncdataset["lon"][30]
+
+    @test Leaderboard.find_and_resample(obs_datasource, Dates.DateTime(1979, 1, 5), ([lon], [lat]))[1] ==
+          preprocess_fn(obs_datasource.ncdataset["precip"][30, 20, 1])
+
+    # A very weak test, to make sure we can call the function.
+    # We assume the key functions bias and rmse are tested elsewhere.
+    computed_bias =
+        Leaderboard.bias(obs_datasource, sim_datasource, [Dates.DateTime(1979, 1, 1), Dates.DateTime(1979, 1, 2)])
+    @test haskey(computed_bias.attributes, "rmse")
+    @test haskey(computed_bias.attributes, "bias")
+end
diff --git a/test/experiment_tests/pr_10d_average.nc b/test/experiment_tests/pr_10d_average.nc
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diff --git a/test/runtests.jl b/test/runtests.jl
index cea991b85d..da48e10175 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -39,6 +39,9 @@ end
 @safetestset "experiment test: CoupledSims tests" begin
     include("experiment_tests/coupled_sims.jl")
 end
+@safetestset "experiment test: Leaderboard" begin
+    include("experiment_tests/leaderboard.jl")
+end
 @safetestset "component test: bucket" begin
     include("component_model_tests/bucket_tests.jl")
 end