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GeoThinneR  

Efficient Spatial Thinning of Species Occurrences
View on CRAN: Click here


Download and install GeoThinneR package within the R console
Install from CRAN:
install.packages("GeoThinneR")

Install from Github:
library("remotes")
install_github("cran/GeoThinneR")

Install by package version:
library("remotes")
install_version("GeoThinneR", "2.1.2")



Attach the package and use:
library("GeoThinneR")
Maintained by
Jorge Mestre-Tomás
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-02
Latest Update: 2025-04-24
Description:
Provides efficient geospatial thinning algorithms to reduce the density of coordinate data while maintaining spatial relationships. Implements K-D Tree Approximate Nearest Neighbors (ANN), R-Tree, and brute force thinning methods. It uses a modified version of the R-tree structure from the 'rtree' package <https://github.com/akoyabio/rtree>. The modified version can be downloaded from <https://github.com/jmestret/rtree>. For more information on the methods, see Elseberg et al. (2012) <https://hdl.handle.net/10446/86202>.
How to cite:
Jorge Mestre-Tomás (2024). GeoThinneR: Efficient Spatial Thinning of Species Occurrences. R package version 2.1.2, https://cran.r-project.org/web/packages/GeoThinneR. Accessed 24 Oct. 2026.
Previous versions and publish date:
1.0.0 (2024-09-02 14:30), 1.1.0 (2024-10-04 01:10), 2.0.0 (2025-04-24 08:10), 2.1.0 (2025-11-25 07:11), 2.1.1 (2026-02-18 07:30), 2.1.2 (2026-08-26 00:00), (2026-10-12 09:50)
Other packages that cited GeoThinneR R package
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Other R packages that GeoThinneR depends, imports, suggests or enhances
Complete documentation for GeoThinneR
Functions, R codes and Examples using the GeoThinneR R package
Full GeoThinneR package functions and examples
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