EcoCleanR: Enhancing Data Quality of Biogeographic Ranges with Application for Marine Invertebrates

Provides step-by-step automation for integrating biodiversity data from multiple online aggregators, merging and cleaning datasets while addressing challenges such as taxonomic inconsistencies, georeferencing issues, and spatial or environmental outliers. Includes functions to extract environmental data and to define the biogeographic ranges in which species are most likely to occur.

Version:	1.0.2
Depends:	R (≥ 3.5)
Imports:	dplyr, geodata, geosphere, ggplot2, mregions2, patchwork, rlang, sdmpredictors, sf, taxize, terra, tidyr
Suggests:	knitr, rgbif, robis, ridigbio, rmarkdown, testthat (≥ 3.0.0)
Published:	2026-02-11
DOI:	10.32614/CRAN.package.EcoCleanR
Author:	Priyanka Soni [aut, cre], Austin Hendy [ctb] (Manuscript mentoring and advising), David Bottjer [ctb] (Manuscript mentoring and advising), Vijay Barve [ctb] (Code development feedback and advising)
Maintainer:	Priyanka Soni <sonip at usc.edu>
License:	MIT + file LICENSE
URL:	https://sonipri.github.io/EcoCleanR/, https://sonipri.github.io/EcoCleanR/
NeedsCompilation:	no
Language:	en-US
Citation:	EcoCleanR citation info
Materials:	README, NEWS
CRAN checks:	EcoCleanR results

Documentation:

Reference manual:	EcoCleanR.html , EcoCleanR.pdf
Vignettes:	EcoCleanR: Overview on Steps for Data cleaning and defining Biogeographic ranges (source, R code) EcoCleanR: Overview on Steps for Data merging from online bioiversity resources (source, R code)

Downloads:

Package source:	EcoCleanR_1.0.2.tar.gz
Windows binaries:	r-devel: EcoCleanR_1.0.2.zip, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): EcoCleanR_1.0.2.tgz, r-oldrel (x86_64): EcoCleanR_1.0.2.tgz
Old sources:	EcoCleanR archive

Linking:

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