Ecological Niche Modeling of Richmondian (Late Ordovician) Brachiopods in the Cincinnati Arch: Early Stages of a Biotic Invasion
In this study, GIS-based ecological niche modeling is used examine the biogeographic and paleoecological impact of the early stages of this invasion. Brachiopods are abundant throughout the sequence and are used as model organisms. Species niches are modeled based on known species occurrence data in concert with a set of environment conditions as derived from sedimentological variables. The spatial extent of species ranges will be assessed at three temporal intervals during the C4 sequence (Arnheim Formation) of the Richmondian Stage, which provides a framework to assess biogeographic responses of native and invasive species as the invasion progresses.
Geographic ranges for individual species are modeled based on the ecological characteristics of their fundamental niche. The resulting models are subjected to spatial analysis to assess both size and location of each species' range at each time slice and the relative change in those parameters through time. Results indicate that invader taxa initially occupy small ranges that expand through the sequence, and native species that occupy restricted geographic ranges will become extinct by the end of the sequence, while those with larger ranges survive.