c158eedf-96f3-4359-a0cb-6900f7be1c1a 3.0 CoordinateCleaner R package - Automated Cleaning of Occurrence Records from Biological Collections 2023-03-10 Automated flagging of common spatial and temporal errors in biological and paleontological collection data, for the use in conservation, ecology and paleontology. The package includes automated tests to easily flag (and exclude) records assigned to country or province centroid, the open ocean, the headquarters of the Global Biodiversity Information Facility, urban areas or the location of biodiversity institutions (museums, zoos, botanical gardens, universities). Furthermore, it identifies per species outlier coordinates, zero coordinates, identical latitude/longitude and invalid coordinates. Also, it implements an algorithm to identify datasets with a significant proportion of rounded coordinates. It is especially suited for large datasets. The reference for the methodology is: Zizka et al. (2019) https://doi.org/10.1111%2F2041-210X.13152 Alexander Zizka Department of Biological and Environmental Sciences, University of Gothenburg, Sweden zizka.alexander@gmail.com Daniele Silvestro Tobias Andermann Josue Azevedo Camila Duarte Ritter Daniel Edler Harith Farooq Andrei Herdean Maria Ariza Ruud Scharn Sten Svanteson Niklas Wengstrom Vera Zizka Alexandre Antonelli Bruno Vilela https://metadatacatalogue.lifewatch.eu/geonetwork/srv/api/records/c158eedf-96f3-4359-a0cb-6900f7be1c1a/attachments/coord%20ref%20sys.jpg coord ref sys.jpg data management coordinate reference systems data cleaning occurrence data error detection outlier coordinates R https://cran.r-project.org/web/licenses/GPL-3 R (≥ 3.5.0) data collection and preparation data processing https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.13152 https://cran.r-project.org/web/packages/CoordinateCleaner/CoordinateCleaner.pdf https://cran.r-project.org/web/packages/CoordinateCleaner/index.html WWW:LINK-1.0-http--link CRAN link