Mapping Species Distributions: Spatial Inference and Prediction
Janet Franklin
320 pages, 31 line figures, 6 tones, 20 tables.
Part I. History and Ecological Basis of Species' Distribution Modeling
1. Species distribution modeling
2. Why do we need species' distribution models?
3. Ecological understanding of species' distributions
Part II. The Data Needed for Modeling Species' Distributions
4. Data for species' distribution models: the biological data
5. Data for species' distribution models: the environmental data
Part III. An Overview of the Modeling Methods
6. Statistical models - modern regression
7. Machine learning methods
8. Classification, similarity and other methods for presence-only data
Part IV. Model Evaluation and Implementation
9. Model evaluation
10. Implementation of species' distribution models
1. Species distribution modeling
2. Why do we need species' distribution models?
3. Ecological understanding of species' distributions
Part II. The Data Needed for Modeling Species' Distributions
4. Data for species' distribution models: the biological data
5. Data for species' distribution models: the environmental data
Part III. An Overview of the Modeling Methods
6. Statistical models - modern regression
7. Machine learning methods
8. Classification, similarity and other methods for presence-only data
Part IV. Model Evaluation and Implementation
9. Model evaluation
10. Implementation of species' distribution models
Other products from the same publisher
related organisations include:
Biodiversity Action Network
British Wildlife
Conservation Handbook Gratis Copies Project
East Africa Natural History Society / Nature Kenya
Ecology Matters
Nature Conservancy
REGUA
SELVA
Wildfowl & Wetlands Trust
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