Spatiotemporal exploratory models for broad-scale survey data.

  title={Spatiotemporal exploratory models for broad-scale survey data.},
  author={Daniel Fink and Wesley M. Hochachka and Benjamin Zuckerberg and David W. Winkler and Ben Shaby and M. Arthur Munson and Giles Hooker and Mirek Riedewald and Daniel Sheldon and Steve Kelling},
  journal={Ecological applications : a publication of the Ecological Society of America},
  volume={20 8},
The distributions of animal populations change and evolve through time. Migratory species exploit different habitats at different times of the year. Biotic and abiotic features that determine where a species lives vary due to natural and anthropogenic factors. This spatiotemporal variation needs to be accounted for in any modeling of species' distributions. In this paper we introduce a semiparametric model that provides a flexible framework for analyzing dynamic patterns of species occurrence… CONTINUE READING
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