diff --git a/Manifest.toml b/Manifest.toml
index 16f79c2..57ba345 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -90,9 +90,9 @@ version = "0.4.0"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "133a240faec6e074e07c31ee75619c90544179cf"
+git-tree-sha1 = "ed2ec3c9b483842ae59cd273834e5b46206d6dda"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.10.0"
+version = "7.11.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -238,9 +238,9 @@ version = "1.0.5"
 
 [[deps.CairoMakie]]
 deps = ["CRC32c", "Cairo", "Colors", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
-git-tree-sha1 = "d69c7593fe9d7d617973adcbe4762028c6899b2c"
+git-tree-sha1 = "9e8eaaff3e5951d8c61b7c9261d935eb27e0304b"
 uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
-version = "0.11.11"
+version = "0.12.2"
 
 [[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"]
@@ -274,15 +274,15 @@ version = "0.6.0"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "291821c1251486504f6bae435227907d734e94d2"
+git-tree-sha1 = "5ec157747036038ec70b250f578362268f0472f1"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.66.0"
+version = "1.68.0"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "575cd02e080939a33b6df6c5853d14924c08e35b"
+git-tree-sha1 = "71acdbf594aab5bbb2cec89b208c41b4c411e49f"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.23.0"
+version = "1.24.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -320,9 +320,9 @@ version = "0.7.4"
 
 [[deps.CodecZstd]]
 deps = ["TranscodingStreams", "Zstd_jll"]
-git-tree-sha1 = "23373fecba848397b1705f6183188a0c0bc86917"
+git-tree-sha1 = "0d0612d8646ed6157adaceff420b3bacbc2510a9"
 uuid = "6b39b394-51ab-5f42-8807-6242bab2b4c2"
-version = "0.8.2"
+version = "0.8.3"
 
 [[deps.ColorBrewer]]
 deps = ["Colors", "JSON", "Test"]
@@ -440,9 +440,9 @@ version = "0.6.3"
 
 [[deps.CoordRefSystems]]
 deps = ["Random", "Rotations", "StaticArrays", "Unitful", "Zygote"]
-git-tree-sha1 = "fa717360424dbe43a788b15eceb1c5f0aedcafc2"
+git-tree-sha1 = "3531b1bb3efd8dabaf8f2f000bebebbd95de1bdc"
 uuid = "b46f11dc-f210-4604-bfba-323c1ec968cb"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.CpuId]]
 deps = ["Markdown"]
@@ -480,9 +480,9 @@ version = "1.6.1"
 
 [[deps.DataScienceTraits]]
 deps = ["Dates"]
-git-tree-sha1 = "128e86679580c290e8c991495f0c0e922c9376b4"
+git-tree-sha1 = "ba239c8cf83cae0103012672cfba8abc6bc898c9"
 uuid = "6cb2f572-2d2b-4ba6-bdb3-e710fa044d6c"
-version = "0.2.8"
+version = "0.3.1"
 
     [deps.DataScienceTraits.extensions]
     DataScienceTraitsCategoricalArraysExt = "CategoricalArrays"
@@ -825,9 +825,9 @@ version = "301.800.400+0"
 
 [[deps.GEOS_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fb12d031719787816cce10c49abb10904142e018"
+git-tree-sha1 = "a190d1f793963b93be8fd37cf36d319ac682d2dd"
 uuid = "d604d12d-fa86-5845-992e-78dc15976526"
-version = "3.12.1+0"
+version = "3.12.2+0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
@@ -866,9 +866,9 @@ version = "0.3.2"
 
 [[deps.GeoArtifacts]]
 deps = ["GADM", "GeoIO", "GeoStatsImages", "GeoTables", "INMET", "Meshes", "NaturalEarth", "Unitful"]
-git-tree-sha1 = "b77ed4f9bb636e6dbcf322266089e2b66d8bb175"
+git-tree-sha1 = "39a8606a0e579a31ba7d2e7a5f96e89e93a7e3c6"
 uuid = "2a3f1dca-97a5-4513-bfd8-b69f0106a87e"
-version = "0.6.0"
+version = "0.6.1"
 
 [[deps.GeoFormatTypes]]
 git-tree-sha1 = "59107c179a586f0fe667024c5eb7033e81333271"
@@ -877,9 +877,9 @@ version = "0.4.2"
 
 [[deps.GeoIO]]
 deps = ["ArchGDAL", "CSV", "Colors", "CommonDataModel", "FileIO", "Format", "GRIBDatasets", "GeoInterface", "GeoJSON", "GeoParquet", "GeoTables", "GslibIO", "ImageIO", "Meshes", "NCDatasets", "PlyIO", "PrecompileTools", "PrettyTables", "ReadVTK", "Shapefile", "StaticArrays", "Tables", "TransformsBase", "Unitful", "VTKBase", "WriteVTK"]
-git-tree-sha1 = "e8dccaca7960ac24d51ecffe2e8055ca3bd8bab9"
+git-tree-sha1 = "333a0e1f9c5d958f68c503dbd4f5dd9fbf13cd8b"
 uuid = "f5a160d5-e41d-4189-8b61-d57781c419e3"
-version = "1.13.0"
+version = "1.13.2"
 
 [[deps.GeoInterface]]
 deps = ["Extents"]
@@ -917,15 +917,15 @@ version = "0.2.1"
 
 [[deps.GeoStats]]
 deps = ["CategoricalArrays", "Chain", "CoDa", "CoordRefSystems", "DataScienceTraits", "Dates", "DensityRatioEstimation", "Distances", "Distributions", "GeoStatsBase", "GeoStatsFunctions", "GeoStatsModels", "GeoStatsProcesses", "GeoStatsTransforms", "GeoStatsValidation", "GeoTables", "LossFunctions", "Meshes", "Reexport", "Rotations", "Statistics", "StatsLearnModels", "TableTransforms", "Tables", "Unitful"]
-git-tree-sha1 = "9e9902211665baff2ab5449fdda150774daea112"
+git-tree-sha1 = "fda0d63cd79896b53f04f38d04cd08d15bc125eb"
 uuid = "dcc97b0b-8ce5-5539-9008-bb190f959ef6"
-version = "0.57.0"
+version = "0.58.0"
 
 [[deps.GeoStatsBase]]
 deps = ["CategoricalArrays", "ColumnSelectors", "DataScienceTraits", "DensityRatioEstimation", "Distances", "GeoTables", "LinearAlgebra", "Meshes", "Optim", "Rotations", "StaticArrays", "Statistics", "StatsBase", "Tables", "TypedTables", "Unitful"]
-git-tree-sha1 = "4c912f2fd868f802b004a8354a713b89bd466bf3"
+git-tree-sha1 = "1cfff5e6093f4039ec3170f95b66a5de20882cb3"
 uuid = "323cb8eb-fbf6-51c0-afd0-f8fba70507b2"
-version = "0.44.0"
+version = "0.44.2"
 weakdeps = ["Makie"]
 
     [deps.GeoStatsBase.extensions]
@@ -933,9 +933,9 @@ weakdeps = ["Makie"]
 
 [[deps.GeoStatsFunctions]]
 deps = ["Bessels", "Distances", "GeoTables", "InteractiveUtils", "LinearAlgebra", "Meshes", "NearestNeighbors", "Optim", "Printf", "Random", "Setfield", "Statistics", "Tables", "Transducers", "Unitful"]
-git-tree-sha1 = "9b2078e9b0cf721330af169c91ae5241d0bd91aa"
+git-tree-sha1 = "1cf769756a7453edb1058ff49dee30cfb085765a"
 uuid = "6771c435-bc22-4842-b0c3-41852a255103"
-version = "0.3.2"
+version = "0.3.3"
 weakdeps = ["Makie"]
 
     [deps.GeoStatsFunctions.extensions]
@@ -949,15 +949,15 @@ version = "1.1.0"
 
 [[deps.GeoStatsModels]]
 deps = ["Combinatorics", "Distances", "Distributions", "GeoStatsFunctions", "GeoTables", "LinearAlgebra", "Meshes", "Statistics", "Tables", "Unitful"]
-git-tree-sha1 = "e524ff63cf359013c2c2cbc67a4a60479ee02fc4"
+git-tree-sha1 = "aa5a99e2c363bdb4d15d3ca2b03e73c46833e17d"
 uuid = "ad987403-13c5-47b5-afee-0a48f6ac4f12"
-version = "0.4.0"
+version = "0.4.1"
 
 [[deps.GeoStatsProcesses]]
 deps = ["Bessels", "CpuId", "Distances", "Distributed", "Distributions", "FFTW", "GeoStatsBase", "GeoStatsFunctions", "GeoStatsModels", "GeoTables", "LinearAlgebra", "Meshes", "ProgressMeter", "Random", "Statistics", "Tables", "Unitful"]
-git-tree-sha1 = "6682ec6811e184bf9ef727474d7483cc4ba55c3e"
+git-tree-sha1 = "e39bbc0cfd997dc370114462a6b62baf9751e098"
 uuid = "aa102bde-5a27-4b0c-b2c1-e7a7dcc4c3e7"
-version = "0.6.2"
+version = "0.6.5"
 
     [deps.GeoStatsProcesses.extensions]
     GeoStatsProcessesImageQuiltingExt = "ImageQuilting"
@@ -971,21 +971,21 @@ version = "0.6.2"
 
 [[deps.GeoStatsTransforms]]
 deps = ["ArnoldiMethod", "CategoricalArrays", "Clustering", "ColumnSelectors", "Combinatorics", "DataScienceTraits", "Distances", "GeoStatsModels", "GeoStatsProcesses", "GeoTables", "LinearAlgebra", "Meshes", "Random", "SparseArrays", "Statistics", "TableDistances", "TableTransforms", "Tables", "Unitful"]
-git-tree-sha1 = "9916c5e85a5bcf6074bce22466133e953e4e8a33"
+git-tree-sha1 = "6b71f3788a9f86d9267c6ea410a84a0159d1248e"
 uuid = "725d9659-360f-4996-9c94-5f19c7e4a8a6"
-version = "0.7.0"
+version = "0.7.2"
 
 [[deps.GeoStatsValidation]]
 deps = ["ColumnSelectors", "DataScienceTraits", "DensityRatioEstimation", "GeoStatsBase", "GeoStatsModels", "GeoStatsTransforms", "GeoTables", "LossFunctions", "Meshes", "StatsLearnModels", "Transducers"]
-git-tree-sha1 = "f56999b0255a719fa8ccfc83c77279024a0d64b1"
+git-tree-sha1 = "b3e38610daf10bc31d534b9ff64e4c508bdae83f"
 uuid = "36f43c0d-3673-45fc-9557-6860e708e7aa"
-version = "0.3.0"
+version = "0.3.2"
 
 [[deps.GeoTables]]
-deps = ["CategoricalArrays", "Colorfy", "ColumnSelectors", "DataAPI", "DataScienceTraits", "Dates", "Distributions", "Meshes", "PrettyTables", "Random", "Statistics", "Tables", "TransformsBase", "Unitful"]
-git-tree-sha1 = "24a27f815599a6d62679df67b29e84c27c3c7231"
+deps = ["CategoricalArrays", "Colorfy", "ColumnSelectors", "CoordRefSystems", "DataAPI", "DataScienceTraits", "Dates", "Distributions", "Meshes", "PrettyTables", "Random", "Statistics", "Tables", "TransformsBase", "Unitful"]
+git-tree-sha1 = "0b26021f390de7b586ae02c54188a8278ecbaeda"
 uuid = "e502b557-6362-48c1-8219-d30d308dcdb0"
-version = "1.21.0"
+version = "1.21.3"
 weakdeps = ["Makie", "TableTransforms"]
 
     [deps.GeoTables.extensions]
@@ -1030,9 +1030,9 @@ version = "1.3.14+0"
 
 [[deps.GridLayoutBase]]
 deps = ["GeometryBasics", "InteractiveUtils", "Observables"]
-git-tree-sha1 = "6f93a83ca11346771a93bbde2bdad2f65b61498f"
+git-tree-sha1 = "fc713f007cff99ff9e50accba6373624ddd33588"
 uuid = "3955a311-db13-416c-9275-1d80ed98e5e9"
-version = "0.10.2"
+version = "0.11.0"
 
 [[deps.Grisu]]
 git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
@@ -1041,9 +1041,9 @@ version = "1.0.2"
 
 [[deps.GslibIO]]
 deps = ["DelimitedFiles", "GeoTables", "Meshes", "Printf", "Tables", "Unitful"]
-git-tree-sha1 = "1fbf27748ed20999e9db9111ae1f7549a4c4c55f"
+git-tree-sha1 = "c35df70b9997fcfad0cbc08a12f5f66f4ae0c336"
 uuid = "4610876b-9b01-57c8-9ad9-06315f1a66a5"
-version = "1.5.0"
+version = "1.5.1"
 
 [[deps.HDF5_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
@@ -1296,9 +1296,9 @@ version = "3.0.0+1"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
-git-tree-sha1 = "065c36f95709dd4a676dc6839a35d6fa6f192f24"
+git-tree-sha1 = "389aea28d882a40b5e1747069af71bdbd47a1cae"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "7.1.0"
+version = "7.2.1"
 
     [deps.LLVM.extensions]
     BFloat16sExt = "BFloat16s"
@@ -1462,9 +1462,9 @@ version = "2.16.0+0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "18144f3e9cbe9b15b070288eef858f71b291ce37"
+git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.27"
+version = "0.3.28"
 
     [deps.LogExpFunctions.extensions]
     LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -1532,16 +1532,16 @@ 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", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun"]
-git-tree-sha1 = "4d49c9ee830eec99d3e8de2425ff433ece7cc1bc"
+deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "Dates", "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", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun", "Unitful"]
+git-tree-sha1 = "ec3a60c9de787bc6ef119d13e07d4bfacceebb83"
 uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
-version = "0.20.10"
+version = "0.21.2"
 
 [[deps.MakieCore]]
-deps = ["Observables", "REPL"]
-git-tree-sha1 = "248b7a4be0f92b497f7a331aed02c1e9a878f46b"
+deps = ["ColorTypes", "GeometryBasics", "IntervalSets", "Observables"]
+git-tree-sha1 = "c1c9da1a69f6c635a60581c98da252958c844d70"
 uuid = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
-version = "0.7.3"
+version = "0.8.2"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1554,9 +1554,9 @@ uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MathTeXEngine]]
 deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"]
-git-tree-sha1 = "96ca8a313eb6437db5ffe946c457a401bbb8ce1d"
+git-tree-sha1 = "1865d0b8a2d91477c8b16b49152a32764c7b1f5f"
 uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53"
-version = "0.5.7"
+version = "0.6.0"
 
 [[deps.MatrixFactorizations]]
 deps = ["ArrayLayouts", "LinearAlgebra", "Printf", "Random"]
@@ -1582,9 +1582,9 @@ version = "0.3.2"
 
 [[deps.Meshes]]
 deps = ["Bessels", "CircularArrays", "Colorfy", "CoordRefSystems", "Distances", "LinearAlgebra", "NearestNeighbors", "Random", "Rotations", "SparseArrays", "StaticArrays", "StatsBase", "Transducers", "TransformsBase", "Unitful"]
-git-tree-sha1 = "b2a1c88dba3b5dd9b9395d1b06953420035a064c"
+git-tree-sha1 = "b5f09891980b53473e665c4420df703a22217c37"
 uuid = "eacbb407-ea5a-433e-ab97-5258b1ca43fa"
-version = "0.43.4"
+version = "0.44.0"
 weakdeps = ["Makie"]
 
     [deps.Meshes.extensions]
@@ -2197,9 +2197,9 @@ version = "0.1.1"
 
 [[deps.StaticArrays]]
 deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
-git-tree-sha1 = "9ae599cd7529cfce7fea36cf00a62cfc56f0f37c"
+git-tree-sha1 = "6e00379a24597be4ae1ee6b2d882e15392040132"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.9.4"
+version = "1.9.5"
 weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
@@ -2207,9 +2207,9 @@ weakdeps = ["ChainRulesCore", "Statistics"]
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
-git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
+git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
 uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.2"
+version = "1.4.3"
 
 [[deps.Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -2241,9 +2241,9 @@ weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
 [[deps.StatsLearnModels]]
 deps = ["ColumnSelectors", "DataScienceTraits", "DecisionTree", "Distances", "Distributions", "GLM", "NearestNeighbors", "StatsBase", "TableTransforms", "Tables"]
-git-tree-sha1 = "289ae52082d5a4962f0cb85f208d1eec13020572"
+git-tree-sha1 = "77b6d5bef681f19e4e1fd3a886d7a1b519650200"
 uuid = "c146b59d-1589-421c-8e09-a22e554fd05c"
-version = "0.3.0"
+version = "0.3.1"
 
     [deps.StatsLearnModels.extensions]
     StatsLearnModelsMLJModelInterfaceExt = "MLJModelInterface"
@@ -2298,9 +2298,9 @@ version = "1.0.3"
 
 [[deps.TableDistances]]
 deps = ["CategoricalArrays", "CoDa", "DataScienceTraits", "Distances", "Statistics", "Tables"]
-git-tree-sha1 = "6913b6327c6fe161bd087ef1399a61fb5671f5e2"
+git-tree-sha1 = "5ae64e757dc81003958185fc9d8eb130c15babc2"
 uuid = "e5d66e97-8c70-46bb-8b66-04a2d73ad782"
-version = "0.4.2"
+version = "0.4.3"
 
 [[deps.TableOperations]]
 deps = ["SentinelArrays", "Tables", "Test"]
@@ -2316,9 +2316,9 @@ version = "1.0.1"
 
 [[deps.TableTransforms]]
 deps = ["AbstractTrees", "CategoricalArrays", "CoDa", "ColumnSelectors", "DataScienceTraits", "Distributions", "InverseFunctions", "LinearAlgebra", "NelderMead", "PrettyTables", "Random", "Statistics", "StatsBase", "Tables", "Transducers", "TransformsBase", "Unitful"]
-git-tree-sha1 = "98c6200d84f78cf65abc036591ad845443af44ef"
+git-tree-sha1 = "dae558bb3b3853db52d15750834af9e47e8fea6e"
 uuid = "0d432bfd-3ee1-4ac1-886a-39f05cc69a3e"
-version = "1.31.0"
+version = "1.31.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
@@ -2360,9 +2360,9 @@ uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
 version = "0.10.0"
 
 [[deps.TranscodingStreams]]
-git-tree-sha1 = "5d54d076465da49d6746c647022f3b3674e64156"
+git-tree-sha1 = "a947ea21087caba0a798c5e494d0bb78e3a1a3a0"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.10.8"
+version = "0.10.9"
 weakdeps = ["Random", "Test"]
 
     [deps.TranscodingStreams.extensions]
diff --git a/preface.qmd b/preface.qmd
index 7708ad0..228b54b 100644
--- a/preface.qmd
+++ b/preface.qmd
@@ -115,16 +115,16 @@ using Pkg
 pkg"activate @GDSJL"
 
 # install framework
-pkg"add GeoStats@0.57.0"
+pkg"add GeoStats@0.58.0"
 
 # install IO module
-pkg"add GeoIO@1.13.0"
+pkg"add GeoIO@1.13.2"
 
 # install artifacts
-pkg"add GeoArtifacts@0.6.0"
+pkg"add GeoArtifacts@0.6.1"
 
 # install viz modules
-pkg"add CairoMakie@0.11.11"
+pkg"add CairoMakie@0.12.2"
 pkg"add PairPlots@2.7.3"
 
 # install other modules