Person: Park, Daniel
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Publication Widespread sampling biases in herbaria revealed from large-scale digitization
(Wiley-Blackwell, 2017) Daru, Barnabas; Park, Daniel; Willis, Richard; Barrington, David; Whitfield, Timothy; Seidler, Tristram; Sweeney, Patrick; Foster, David; Ellison, Aaron; Davis, CharlesSUMMARY
- Non-random collecting practices may bias conclusions drawn from analyses of herbarium records. Recent efforts to fully digitize and mobilize regional floras online offer a timely opportunity to assess commonalities and differences in herbarium sampling biases.
- We determined spatial, temporal, trait, phylogenetic, and collector biases in ~5 million herbarium records, representing three of the most complete digitized floras of the world: Australia (AU), South Africa (SA), and New England, USA (NE).
- We identified numerous shared and unique biases among these regions. Shared biases included specimens i) collected close to roads and herbaria; ii) collected more frequently during biological spring and summer; iii) of threatened species collected less frequently; and iv) of close relatives collected in similar numbers. Regional differences included i) over-representation of graminoids in SA and AU and of annuals in AU; and ii) peak collection during the 1910s in NE, 1980s in SA, and 1990s in AU. Finally, in all regions, a disproportionately large percentage of specimens were collected by very few individuals. We hypothesize that these mega-collectors, and along with their associated preferences and idiosyncrasies, shaped patterns of collection bias via ‘founder effects’.
- Studies using herbarium collections should account for sampling biases, and future collecting efforts should avoid compounding these biases to the extent possible.