Package: autoSTK
Type: Package
Title: Automatic Spatio-Temporal Kriging
Version: 2.1.2
Authors@R: c(
    person("Insang", "Song", email = "geoissong@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0001-8732-3256"))
    )
Description: Automatic spatio-temporal Kriging extending the automap
        package (Hiemstra et al. 2010). Provides automatic variogram
        model fitting with data-driven initial parameter estimation
        (practical-range based) and multiple optimisers: L-BFGS-B with
        multi-start, LHS grid search, Simulated Annealing (SANN), and
        Genetic Algorithm (via the GA package or built-in Differential
        Evolution fallback). Covariance structure selection via AIC/BIC
        or cross-validation, and spatiotemporal prediction via gstat.
        Input classes sf, sftime, spacetime ST*DF, and cubble are all
        supported. Four cross-validation strategies for spatiotemporal
        data are implemented.
License: MIT + file LICENSE
Encoding: UTF-8
BugReports: https://github.com/sigmafelix/autoSTK/issues
URL: https://github.com/sigmafelix/autoSTK
Depends: R (>= 4.1.0)
Imports: gstat, automap, graphics, grDevices, spacetime, sp, sf,
        sftime, lattice, lhs, stats, utils, zoo, methods, rlang,
        cubble, rgl
Suggests: dplyr, testthat (>= 3.0.0), furrr, GA, mlrMBO, ParamHelpers,
        smoof, DiceOptim, DiceKriging, covatest, fields, stars, bench,
        roxygen2
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
        gdal-bin libgeos-dev libglu1-mesa-dev make texlive libicu-dev
        libpng-dev libuv1-dev libnetcdf-dev libgl1-mesa-dev libssl-dev
        libproj-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: 2026-09-20 07:19:00 UTC; root
Author: Insang Song [aut, cre] (ORCID: <https://orcid.org/0000-0001-8732-3256>)
Maintainer: Insang Song <geoissong@gmail.com>