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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "autoSTK" in publications use:'
type: software
license: MIT
title: 'autoSTK: Automatic Spatio-Temporal Kriging'
version: 2.1.2
doi: 10.32614/CRAN.package.autoSTK
abstract: '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.'
authors:
- family-names: Song
  given-names: Insang
  email: geoissong@gmail.com
  orcid: https://orcid.org/0000-0001-8732-3256
repository: https://sigmafelix.r-universe.dev
repository-code: https://github.com/sigmafelix/autoSTK
commit: 86fd198b5ce144541653e1b005dd10b92c778d33
url: https://github.com/sigmafelix/autoSTK
date-released: '2026-04-23'
contact:
- family-names: Song
  given-names: Insang
  email: geoissong@gmail.com
  orcid: https://orcid.org/0000-0001-8732-3256