{ "_id": "6a114105acfb0bcc41ce675b", "Package": "autoSTK", "Type": "Package", "Title": "Automatic Spatio-Temporal Kriging", "Version": "2.1.2", "Authors@R": "c(\nperson(\"Insang\", \"Song\", email = \"geoissong@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-8732-3256\"))\n)", "Description": "Automatic spatio-temporal Kriging extending the automap\npackage (Hiemstra et al. 2010). Provides automatic variogram\nmodel fitting with data-driven initial parameter estimation\n(practical-range based) and multiple optimisers: L-BFGS-B with\nmulti-start, LHS grid search, Simulated Annealing (SANN), and\nGenetic Algorithm (via the GA package or built-in Differential\nEvolution fallback). Covariance structure selection via AIC/BIC\nor cross-validation, and spatiotemporal prediction via gstat.\nInput classes sf, sftime, spacetime ST*DF, and cubble are all\nsupported. Four cross-validation strategies for spatiotemporal\ndata are implemented.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "BugReports": "https://github.com/sigmafelix/autoSTK/issues", "URL": "https://github.com/sigmafelix/autoSTK", "Additional_repositories": "https://inla.r-inla-download.org/R/stable", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libabsl-dev cmake libfreetype6-dev libgdal-dev\ngdal-bin libgeos-dev libglu1-mesa-dev make texlive libicu-dev\nlibpng-dev libuv1-dev libnetcdf-dev libgl1-mesa-dev libssl-dev\nlibproj-dev libsqlite3-dev libudunits2-dev zlib1g-dev", "Repository": "https://sigmafelix.r-universe.dev", "Date/Publication": "2026-04-23 02:05:45 UTC", "RemoteUrl": "https://github.com/sigmafelix/autoSTK", "RemoteRef": "HEAD", "RemoteSha": "86fd198b5ce144541653e1b005dd10b92c778d33", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-23 05:46:44 UTC", "User": "root" }, "Author": "Insang Song [aut, cre] (ORCID: )", 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