Enhancing Data Quality of Biogeographic Ranges with Application for Marine Invertebrates R package EcoCleanR version 1.0.3 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. For methodological details see the associated publication.<doi: 10.1002/ecog.08203>. Software Depends: R (>= 3.5) Imports: dplyr, geodata, geosphere, ggplot2, mregions2, patchwork, rlang, sdmpredictors, sf, worrms, terra, tidyr Suggests: knitr, rgbif, robis, ridigbio, rmarkdown, testthat (>= 3.0.0) Priyanka Soni <sonip@usc.edu> Comprehensive R Archive Network (CRAN) Priyanka Soni [aut, cre] (ORCID: <https://orcid.org/0000-0001-8358-1645>), Austin Hendy [ctb] (Manuscript mentoring and advising), David Bottjer [ctb] (Manuscript mentoring and advising), Vijay Barve [ctb] (Code development feedback and advising) MIT + file LICENSE (https://CRAN.R-project.org/package=EcoCleanR/LICENSE) 2026-02-13 application/tgz https://CRAN.R-project.org/package=EcoCleanR doi:10.32614/CRAN.package.EcoCleanR en-US