GeoThinneR: Simple Spatial Thinning for Ecological and Spatial Analysis

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: 1.1.0
Depends: R (≥ 4.0.0)
Imports: data.table, fields, matrixStats, nabor, Rcpp, stats, terra
LinkingTo: Rcpp
Suggests: ggplot2, knitr, rmarkdown, sf, testthat (≥ 3.0.0), tibble
Published: 2024-10-03
DOI: 10.32614/CRAN.package.GeoThinneR
Author: Jorge Mestre-Tomás ORCID iD [aut, cre]
Maintainer: Jorge Mestre-Tomás <jorge.mestre.tomas at csic.es>
BugReports: https://github.com/jmestret/GeoThinneR/issues
License: MIT + file LICENSE
URL: https://github.com/jmestret/GeoThinneR, https://jmestret.github.io/GeoThinneR/
NeedsCompilation: yes
Language: en-US
Materials: README NEWS
CRAN checks: GeoThinneR results

Documentation:

Reference manual: GeoThinneR.pdf
Vignettes: A collection of simple methods for spatial thinning of species occurrences and point data (source, R code)

Downloads:

Package source: GeoThinneR_1.1.0.tar.gz
Windows binaries: r-devel: GeoThinneR_1.1.0.zip, r-release: not available, r-oldrel: GeoThinneR_1.1.0.zip
macOS binaries: r-release (arm64): GeoThinneR_1.1.0.tgz, r-oldrel (arm64): GeoThinneR_1.1.0.tgz, r-release (x86_64): GeoThinneR_1.1.0.tgz, r-oldrel (x86_64): GeoThinneR_1.1.0.tgz
Old sources: GeoThinneR archive

Linking:

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