Package: bdc Title: Biodiversity Data Cleaning Version: 1.2.0 Authors@R: c( person("Bruno", "Ribeiro", , "ribeiro.brr@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-7755-6715")), person("Santiago", "Velazco", , "sjevelazco@gmail.com", role = "aut", comment = c(ORCID = "0000-0002-7527-0967")), person("Karlo", "Guidoni-Martins", , "kguidonimartins@gmail.com", role = "aut", comment = c(ORCID = "0000-0002-8458-8467")), person("Geiziane", "Tessarolo", , "geites@gmail.com", role = "aut", comment = c(ORCID = "0000-0003-1361-0062")), person("Lucas", "Jardim", , "lucas.ljardim9@gmail.com", role = "aut", comment = c(ORCID = "0000-0003-2602-5575")), person("Steven", "Bachman", , "S.Bachman@kew.org ", role = "ctb", comment = c(ORCID = "0000-0003-1085-6075")), person("Rafael", "Loyola", , "rdiasloyola@gmail.com", role = "ctb", comment = c(ORCID = "0000-0001-5323-2735")) ) Description: It brings together several aspects of biodiversity data-cleaning in one place. 'bdc' is organized in thematic modules related to different biodiversity dimensions, including 1) Merge datasets: standardization and integration of different datasets; 2) pre-filter: flagging and removal of invalid or non-interpretable information, followed by data amendments; 3) taxonomy: cleaning, parsing, and harmonization of scientific names from several taxonomic groups against taxonomic databases locally stored through the application of exact and partial matching algorithms; 4) space: flagging of erroneous, suspect, and low-precision geographic coordinates; and 5) time: flagging and, whenever possible, correction of inconsistent collection date. In addition, it contains features to visualize, document, and report data quality – which is essential for making data quality assessment transparent and reproducible. The reference for the methodology is Ribeiro and colleagues (2022) . License: GPL (>= 3) URL: https://brunobrr.github.io/bdc/ (website) https://github.com/brunobrr/bdc BugReports: https://github.com/brunobrr/bdc/issues Depends: R (>= 4.1.0) Imports: CoordinateCleaner, doParallel, dplyr, DT, foreach, fs, ggplot2, grDevices, here, magrittr, purrr, qs2, readr, rgnparser, rnaturalearth, sf (>= 1.0.5), stringdist, stringi, stringr, taxadb (>= 0.3.0), tibble, tidyselect Suggests: covr, cowplot, DBI, duckdb (>= 0.3.2), hexbin, knitr (>= 1.31), maps, markdown, rappdirs, raster, remotes, rlang (>= 1.0.1), rmarkdown, rnaturalearthdata, rnaturalearthhires, sp, rvest, xml2, testthat (>= 3.0.0), withr Additional_repositories: https://ropensci.r-universe.dev Config/testthat/edition: 3 Encoding: UTF-8 Language: en-gb Roxygen: list(markdown = TRUE) Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev make libicu-dev libuv1-dev libxml2-dev libssl-dev libproj-dev libsqlite3-dev libudunits2-dev libx11-dev xz-utils Repository: https://bdc-proj.r-universe.dev Date/Publication: 2026-10-16 14:34:46 UTC RemoteUrl: https://github.com/brunobrr/bdc RemoteRef: master RemoteSha: bedf0ec31aa3c0db569ca66c3b2ac9be8e035282 NeedsCompilation: no Packaged: 2026-10-16 17:40:26 UTC; root Author: Bruno Ribeiro [aut, cre] (ORCID: ), Santiago Velazco [aut] (ORCID: ), Karlo Guidoni-Martins [aut] (ORCID: ), Geiziane Tessarolo [aut] (ORCID: ), Lucas Jardim [aut] (ORCID: ), Steven Bachman [ctb] (ORCID: ), Rafael Loyola [ctb] (ORCID: ) Maintainer: Bruno Ribeiro