A tree's view of the terrain: downscaling bioclimate variables to high resolution using a novel multi‐level species distribution model
Matthew M. Kling,
Kathryn C. Baer,
David D. Ackerly
Abstract:Fine‐scale spatial climate variation fosters biodiversity and buffers it from climate change, but ecological studies are constrained by the limited accessibility of relevant fine‐scale climate data. In this paper we introduce a novel form of species distribution model that uses species occurrences to predict high‐resolution climate variation. This new category of ‘bioclimate' data, representing micro‐scale climate as experienced by one or more species of interest, is a useful complement to microclimate data fr… Show more
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