The `Bees_data` dataset contains occurrence records of bee species, including detailed taxonomy, geographic coordinates, collection metadata, and data quality flags. It is designed for biodiversity, ecology, and conservation studies involving bee populations.
Usage
data(Bees_data)Format
A tibble with 105 observations and 124 variables:
- database_id
Unique database identifier (character)
- scientificName
Full scientific name (character)
- family
Taxonomic family (character)
- subfamily
Taxonomic subfamily (character)
- genus
Taxonomic genus (character)
- subgenus
Taxonomic subgenus (character)
- subspecies
Taxonomic subspecies (character)
- species
Species name (character)
- specificEpithet
Specific epithet (character)
- infraspecificEpithet
Infraspecific epithet (character)
- acceptedNameUsage
Accepted taxonomic name (character)
- taxonRank
Rank of the taxon (character)
- scientificNameAuthorship
Authority for the name (character)
- decimalLatitude
Geographic latitude (numeric)
- decimalLongitude
Geographic longitude (numeric)
- stateProvince
Administrative region (character)
- continent
Continent name (character)
- locality
Locality description (character)
- eventDate
Date of collection event (date/character)
- year
Year of collection (integer)
- basisOfRecord
Type of record (e.g., specimen, observation) (character)
- occurrenceStatus
Occurrence status (character)
- recordedBy
Collector(s) name(s) (character)
- institutionCode
Code of institution holding the record (character)
- datasetName
Name of the source dataset (character)
- gbifID
Global Biodiversity Information Facility record ID (character)
- spatiallyValid
Spatial validity flag (logical)
- coordinateUncertaintyInMeters
Uncertainty of coordinates (numeric)
- hasGeospatialIssues
Flag for geospatial issues (logical)
- duplicateStatus
Duplicate record flag (character)
- .GBIFflags
GBIF quality control flags (character)
- ...
Additional metadata on taxonomy, collection, and validation flags (90+ fields)