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Mapping species distributions
monograph
Author(s):
Janet Franklin
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Book
ISBN:
9780511810602
Publication date (Print):
2010
Publication date (Online):
2009
DOI:
10.1017/CBO9780511810602
SO-VID:
2daf19b0-3c0c-4276-b058-e37e5808d6ea
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Book chapters
pp. xv
Preface
pp. 1
History and ecological basis of species distribution modeling
pp. 3
Species distribution modeling
pp. 21
Why do we need species distribution models?
pp. 34
Ecological understanding of species distributions
pp. 53
The data needed for modeling species distributions
pp. 55
Data for species distribution models: the biological data
pp. 76
Data for species distribution models: the environmental data
pp. 105
An overview of the modeling methods
pp. 113
Statistical models – modern regression
pp. 154
Machine learning methods
pp. 180
Classification, similarity and other methods for presence-only data
pp. 207
Model evaluation and implementation
pp. 209
Model evaluation
pp. 235
Implementation of species distribution models
pp. 262
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