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|Additional Physical Format:||Print version:
Mapping Species Distributions : Spatial Inference and Prediction
Leiden : Cambridge University Press, c2010
|Material Type:||Document, Internet resource|
|Document Type:||Internet Resource, Computer File|
|All Authors / Contributors:||
|Description:||1 online resource (340 p.)|
|Contents:||Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface; Acknowledgments; 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 methods8 Classification, similarity, and other methods for presence-only data; Part IV Model evaluation and implementation; 9 Model evaluation; 10 Implementation of species distribution models; References; Index.|
|Series Title:||Ecology, Biodiversity and Conservation|
Comprehensive summary of species distribution modeling methods integrating ecological and statistical models with spatial data, and a framework for implementation.
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