Package: RuHere Title: Flags Spatial Errors in Biological Collection Data Using Specialists' Information Version: 1.0.1 Authors@R: c( person("Weverton C. F.", "Trindade", email = "wevertonf1993@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-2045-4555")), person("Fernanda S.", "Caron", email = "fernandadesouzacaron@gmail.com", role = c("aut"), comment = c(ORCID = "0000-0002-1884-6157"))) BugReports: https://github.com/wevertonbio/RuHere/issues Description: Automatically flags common spatial errors in biological collection data using metadata and specialists' information. RuHere implements a workflow to manage occurrence data through six steps: dataset merging, metadata flagging, validation against expert-derived distribution maps, visualization of flagged records, and sampling bias exploration. It specifically integrates specialist-curated range information to identify geographic errors and introductions that often escape standard automated validation procedures. For details on the methodology, see: Trindade & Caron (2026) . Imports: Rcpp, terra, data.table, faunabr (>= 1.0.1), florabr (>= 1.3.1), jsonlite, rgbif, rredlist, stringi, RPostgreSQL, DBI, ridigbio, fields, ggplot2, mapview, sf, ggnewscale Suggests: pbapply, knitr, R.utils, rmarkdown, CoordinateCleaner License: GPL (>= 3) Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Depends: R (>= 3.5) LazyData: true LinkingTo: Rcpp (>= 1.1.0), RcppArmadillo (>= 15.0.2.2) VignetteBuilder: knitr URL: https://wevertonbio.github.io/RuHere/ Config/pak/sysreqs: libabsl-dev cmake libfontconfig1-dev libfreetype6-dev libfribidi-dev libgdal-dev gdal-bin libgeos-dev make libharfbuzz-dev libicu-dev libjpeg-dev libpng-dev libtiff-dev libuv1-dev libwebp-dev libxml2-dev libssl-dev libproj-dev libsqlite3-dev libudunits2-dev libx11-dev zlib1g-dev Repository: https://wevertonbio.r-universe.dev Date/Publication: 2026-05-04 21:02:22 UTC RemoteUrl: https://github.com/wevertonbio/ruhere RemoteRef: HEAD RemoteSha: e1fe28a9c64f4559a232a3dcaf7dc4f3486ca13c NeedsCompilation: yes Packaged: 2026-07-01 06:46:57 UTC; root Author: Weverton C. F. Trindade [aut, cre] (ORCID: ), Fernanda S. Caron [aut] (ORCID: ) Maintainer: Weverton C. F. Trindade