Package: blockCV
Type: Package
Title: Spatial and Environmental Blocking for Cross-Validation
Version: 4.0-0
Date: 2026-08-15
Authors@R: c(person("Roozbeh", "Valavi", role = c("aut", "cre"),
                    email = "valavi.r@gmail.com", comment = c(ORCID = "0000-0003-2495-5277")),
             person("Jane", "Elith", role = "aut",
                    email = "j.elith@unimelb.edu.au"),
             person("José", "Lahoz-Monfort", role = "aut",
                    email = "jose.lahoz@unimelb.edu.au"),
             person("Ian", "Flint", role = "aut",
                    email = "ian.flint@unimelb.edu.au"),
             person("Gurutzeta", "Guillera-Arroita", role = "aut",
                    email = "gurutzeta.guillera@unimelb.edu.au"))
URL: https://github.com/rvalavi/blockCV
BugReports: https://github.com/rvalavi/blockCV/issues
Maintainer: Roozbeh Valavi <valavi.r@gmail.com>
Description: Creates spatially or environmentally separated, or
    group-preserving, training and testing folds for k-fold,
    leave-group-out, and leave-one-out cross-validation. Provides spatial
    blocking, clustering, buffering, and nearest-neighbour distance-matching
    methods, together with tools to visualise folds, summarise fold sizes and class balance, 
    and assess train–test separation and environmental novelty. Also estimates spatial
    autocorrelation ranges in point samples and continuous raster covariates
    to provide an initial distance scale for designing spatial folds. Methods
    are described in Valavi, R. et al. (2019)
    <doi:10.1111/2041-210X.13107>.
License: GPL (>= 3)
Encoding: UTF-8
Depends: R (>= 3.6.0)
Imports: sf (>= 1.0), terra (>= 1.6-41), ggplot2 (>= 3.3.6), cowplot,
        automap (>= 1.1-20), Rcpp (>= 1.0.2)
Suggests: shiny (>= 1.7), tmap (>= 2.0), biomod2, gstat, methods,
        knitr, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
LinkingTo: Rcpp
Config/roxygen2/version: 8.0.0
NeedsCompilation: yes
Packaged: 2026-08-15 10:10:55 UTC; val085
Author: Roozbeh Valavi [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2495-5277>),
  Jane Elith [aut],
  José Lahoz-Monfort [aut],
  Ian Flint [aut],
  Gurutzeta Guillera-Arroita [aut]
Repository: CRAN
Date/Publication: 2026-08-20 11:12:25 UTC
Built: R 4.5.3; x86_64-w64-mingw32; 2026-08-24 04:35:28 UTC; windows
Archs: x64
