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Mapping species distributions : spatial inference and prediction /
Autor principal: | |
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Otros Autores: | |
Formato: | Libro |
Lenguaje: | English |
Publicado: |
Cambridge ; New York :
Cambridge University Press,
2009.
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Colección: | Ecology, biodiversity and conservation.
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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.