TaxonRank scientificName verbatimScientificNameġ SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueģ SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueħ SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueĨ SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueĩ SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueġ0 SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueġ1 SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueġ2 SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueġ3 SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaqueġ4 SPECIES Tapirus pinchaque (Roulin, 1829) Tapirus pinchaque Order family genus species infraspecificEpithetġ Perissodactyla Tapiridae Tapirus Tapirus pinchaqueģ Perissodactyla Tapiridae Tapirus Tapirus pinchaqueħ Perissodactyla Tapiridae Tapirus Tapirus pinchaqueĨ Perissodactyla Tapiridae Tapirus Tapirus pinchaqueĩ Perissodactyla Tapiridae Tapirus Tapirus pinchaqueġ0 Perissodactyla Tapiridae Tapirus Tapirus pinchaqueġ1 Perissodactyla Tapiridae Tapirus Tapirus pinchaqueġ2 Perissodactyla Tapiridae Tapirus Tapirus pinchaqueġ3 Perissodactyla Tapiridae Tapirus Tapirus pinchaqueġ4 Perissodactyla Tapiridae Tapirus Tapirus pinchaque Lastly, we need to remove rows with no coordinates. There is a lot of text data in the file, so the option stringsAsFactors=FALSE to turn off R’s daft default behaviour of turning all text fields into categorical variables is really useful.
csv suffix, the file is in fact tab delimited so we need to use lim(). There are some tricks to loading the GBIF data. One thing that GBIF does is to publish a DOI for every download, to make it easy to track particular data use. The GBIF data is a table of observations, some of which include coordinates. SUBSPECIES SUBPOP DIST_COMM ISLAND TAX_COMM geometry Simple feature collection with 1 feature and 15 fieldsīounding box: xmin: -79.62289 ymin: -5.962554 xmax: -73.82314 ymax: 5.031971ĪSSESSMENT ID_NO BINOMIAL PRESENCE ORIGIN SEASONAL COMPILER YEARġ 45173922 21473 Tapirus pinchaque 1 1 1 IUCN 2008ġ IUCN (International Union for Conservation of Nature) Extant (resident)
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