Occurrence Download

A dataset containing 1132101 species occurrences available in GBIF matching the query: { "and" : [ "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation, Material sample, Material citation, Occurrence evidence)", "OccurrenceStatus is Present", "TaxonKey is one of (Crabronidae, Sphecidae, Ampulicidae, Heterogynaidae)" ] } The dataset includes 1132101 records from 1342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076311-251120083545085/datasets/export for details. Data from some individual datasets included in this download may be licensed under less restrictive terms.