Species Distribution Modeling

Jane Elith, Janet Franklin

Research output: Chapter in Book/Report/Conference proceedingChapter

29 Citations (Scopus)

Abstract

Species distribution modeling (SDM) links ecological theory of species-environment relationships with statistical learning methods and geospatial data to understand and predict the distributions of species and their habitats. Also called ecological niche modeling, SDM is widely used for biodiversity assessment and to predict the impacts of environmental change on biodiversity in terrestrial and aquatic habitats. It can also provide insight and understanding about ecological relationships.

Original languageEnglish (US)
Title of host publicationEncyclopedia of Biodiversity
Subtitle of host publicationSecond Edition
PublisherElsevier Inc.
Pages692-705
Number of pages14
ISBN (Electronic)9780123847195
ISBN (Print)9780123847201
DOIs
StatePublished - Jan 1 2013

Fingerprint

Biodiversity
Ecosystem
biogeography
biodiversity
aquatic habitat
spatial data
Learning
environmental impact
niches
learning
habitats
methodology

Keywords

  • Biotope
  • Climate change
  • Ecological niche model
  • Environmental gradient
  • Generalized linear model
  • Habitat
  • Invasive species
  • Machine learning
  • Niche
  • Spatial autocorrelation
  • Species detectability
  • Species response curve
  • Species richness
  • Species-environment relationship

ASJC Scopus subject areas

  • Agricultural and Biological Sciences(all)
  • Biochemistry, Genetics and Molecular Biology(all)

Cite this

Elith, J., & Franklin, J. (2013). Species Distribution Modeling. In Encyclopedia of Biodiversity: Second Edition (pp. 692-705). Elsevier Inc.. https://doi.org/10.1016/B978-0-12-384719-5.00318-X

Species Distribution Modeling. / Elith, Jane; Franklin, Janet.

Encyclopedia of Biodiversity: Second Edition. Elsevier Inc., 2013. p. 692-705.

Research output: Chapter in Book/Report/Conference proceedingChapter

Elith, J & Franklin, J 2013, Species Distribution Modeling. in Encyclopedia of Biodiversity: Second Edition. Elsevier Inc., pp. 692-705. https://doi.org/10.1016/B978-0-12-384719-5.00318-X
Elith J, Franklin J. Species Distribution Modeling. In Encyclopedia of Biodiversity: Second Edition. Elsevier Inc. 2013. p. 692-705 https://doi.org/10.1016/B978-0-12-384719-5.00318-X
Elith, Jane ; Franklin, Janet. / Species Distribution Modeling. Encyclopedia of Biodiversity: Second Edition. Elsevier Inc., 2013. pp. 692-705
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