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GeoThinneR: Efficient Spatial Thinning of Species Occurrences

Provides efficient geospatial thinning algorithms to reduce the density of coordinate data while maintaining spatial relationships. Implements K-D Tree and brute-force distance-based thinning, as well as grid-based and precision-based thinning methods. For more information on the methods, see Elseberg et al. (2012) <https://hdl.handle.net/10446/86202>.

Version:2.1.0
Depends:R (≥ 4.0.0)
Imports:data.table,doParallel,fields,foreach, graphics, grDevices,matrixStats,nabor,sf, stats,terra
Suggests:ggplot2,knitr,rmarkdown,s2 (≥ 1.1.0),testthat (≥3.0.0),tibble
Published:2025-11-25
DOI:10.32614/CRAN.package.GeoThinneR
Author:Jorge Mestre-TomásORCID iD [aut, cre]
Maintainer:Jorge Mestre-Tomás <jorge.mestre.tomas at csic.es>
BugReports:https://github.com/jmestret/GeoThinneR/issues
License:MIT + fileLICENSE
URL:https://github.com/jmestret/GeoThinneR,https://jmestret.github.io/GeoThinneR/
NeedsCompilation:no
Language:en-US
Citation:GeoThinneR citation info
Materials:README,NEWS
CRAN checks:GeoThinneR results

Documentation:

Reference manual:GeoThinneR.html ,GeoThinneR.pdf
Vignettes:Getting started with GeoThinneR (source,R code)

Downloads:

Package source: GeoThinneR_2.1.0.tar.gz
Windows binaries: r-devel:GeoThinneR_2.1.0.zip, r-release:GeoThinneR_2.1.0.zip, r-oldrel:GeoThinneR_2.1.0.zip
macOS binaries: r-release (arm64):GeoThinneR_2.1.0.tgz, r-oldrel (arm64):GeoThinneR_2.1.0.tgz, r-release (x86_64):GeoThinneR_2.1.0.tgz, r-oldrel (x86_64):GeoThinneR_2.1.0.tgz
Old sources: GeoThinneR archive

Reverse dependencies:

Reverse imports:glossa

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=GeoThinneRto link to this page.


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