Occurrence Download

A dataset containing 5437199 species occurrences available in GBIF matching the query: { "and" : [ "BasisOfRecord is Specimen", { "or" : [ "TaxonKey is Apidae", "TaxonKey is Megachilidae", "TaxonKey is Colletidae", "TaxonKey is Halictidae", "TaxonKey is Andrenidae", "TaxonKey is Melittidae", "TaxonKey is Crabronidae", "TaxonKey is Sphecidae", "TaxonKey is Formicidae" ] } ] } The dataset includes 5437199 records from 604 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023398-191105090559680/datasets/export for details. Data from some individual datasets included in this download may be licensed under less restrictive terms.