Package: RuHere Title: Flags Spatial Errors in Biological Collection Data Using Specialists' Information Version: 1.1.1 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 (>= 1.1.2), florabr (>= 1.4.0), jsonlite, rgbif, rredlist, stringi, RPostgreSQL, DBI, ridigbio, fields, ggplot2, mapview, sf, ggnewscale, httr Suggests: pbapply, knitr, R.utils, rmarkdown, CoordinateCleaner License: GPL (>= 3) Encoding: UTF-8 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/ NeedsCompilation: yes Packaged: 2026-10-20 19:45:01 UTC; root Author: Weverton C. F. Trindade [aut, cre] (ORCID: ), Fernanda S. Caron [aut] (ORCID: ) Maintainer: Weverton C. F. Trindade Repository: https://cran.r-universe.dev Date/Publication: 2026-10-20 13:20:20 UTC RemoteUrl: https://github.com/cran/RuHere RemoteRef: HEAD RemoteSha: 3a0b5b9502a9c2eececead29749c1edff7d97565