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- W4382931841 abstract "Species occurrence data are foundational for research, conservation, and science communication, but the limited availability and accessibility of reliable data represents a major obstacle, particularly for insects, which face mounting pressures. We present BeeBDC, a new R package, and a global bee occurrence dataset to address this issue. We combined >18.3 million bee occurrence records from multiple public repositories (GBIF, SCAN, iDigBio, USGS, ALA) and smaller datasets, then standardised, flagged, deduplicated, and cleaned the data using the reproducible BeeBDC R-workflow. Specifically, we harmonised species names (following established global taxonomy), country names, and collection dates and we added record-level flags for a series of potential quality issues. These data are provided in two formats, cleaned and flagged-but-uncleaned. The BeeBDC package with online documentation provides end users the ability to modify filtering parameters to address their research questions. By publishing reproducible R workflows and globally cleaned datasets, we can increase the accessibility and reliability of downstream analyses. This workflow can be implemented for other taxa to support research and conservation." @default.
- W4382931841 created "2023-07-04" @default.
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- W4382931841 date "2023-07-02" @default.
- W4382931841 modified "2023-10-18" @default.
- W4382931841 title "BeeBDC: An R package and globally synthesised and flagged bee occurrence dataset" @default.
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- W4382931841 doi "https://doi.org/10.1101/2023.06.30.547152" @default.
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