Package: blockCV
Type: Package
Title: Spatial and Environmental Blocking for Cross-Validation
Version: 4.0-0
Date: 2026-07-20
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
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libssl-dev libproj-dev libsqlite3-dev libudunits2-dev
Repository: https://rvalavi.r-universe.dev
Date/Publication: 2026-07-27 01:38:28 UTC
RemoteUrl: https://github.com/rvalavi/blockcv
RemoteRef: HEAD
RemoteSha: 908b4a03215855e26f70896c26c70fffe807514a
NeedsCompilation: yes
Packaged: 2026-07-27 05:54:31 UTC; root
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]