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Mapping species distributions : spatial inference and prediction /

Detalles Bibliográficos
Autor principal: Franklin, Janet, 1959-
Otros Autores: Miller, Jennifer A. (Jennifer Anne)
Formato: Libro
Lenguaje:English
Publicado: Cambridge ; New York : Cambridge University Press, 2009.
Colección:Ecology, biodiversity and conservation.
Materias:
Tabla de Contenidos:
  • PART I. HISTORY AND ECOLOGICAL BASIS OF SPECIES DISTRIBUTION MODELING: Species distribution modeling
  • Why do we need species' distribution models?
  • Ecological understanding of species' distributions
  • PART II. THE DATA NEEDED FOR MODELING SPECIES DISTRIBUTIONS: Data for species' distribution models: the biological data
  • Data for species' distribution models: the environmental data
  • PART III. AN OVERVIEW OF THE MODELING METHODS: Statistical models - modern regression
  • Machine learning methods
  • Classification, similarity and other methods for presence-only data
  • PART IV. MODEL EVALUATION AND IMPLEMENTATION: Model evaluation
  • Implementation of species' distribution models.