https://sonipri.r-universe.devRecent package updates in sonipriR-universehttps://github.com/sonipri.pnghttps://sonipri.r-universe.devFri, 13 Feb 2026 03:28:49 GMTsonip@usc.edu (Priyanka Soni)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>.https://github.com/r-universe/sonipri/actions/runs/29237297642Fri, 13 Feb 2026 03:28:49 GMTEcoCleanR1.0.3successhttps://sonipri.r-universe.devhttps://github.com/sonipri/ecocleanrdata_cleaning.Rmddata_cleaning.htmlEcoCleanR: Overview on Steps for Data cleaning and defining Biogeographic ranges2025-04-12 02:47:392026-02-13 03:05:16data_merging.Rmddata_merging.htmlEcoCleanR: Overview on Steps for Data merging from online bioiversity resources2025-04-12 02:47:392026-02-13 03:05:16