TY  - BOOK
AU  - Guisan,A.
AU  - Thuiller,Wilfried
AU  - Zimmermann,Niklaus E.
ED  - Cambridge University Press.
TI  - Habitat suitability and distribution models: with applications in R 
T2  - Ecology, biodivesity and conservation
SN  - 9780521758369
AV  - QH541.15.H34 G85 2017
PY  - 2017///
CY  - Cambridge, United Kingdom, New York, NY, USA
PB  - Cambridge University Press
KW  - Habitat suitability index models
KW  - R (Computer program language)
N1  - Includes bibliographical references (pages [417]-457) and index; 1. General content of this book; -- 2. Overview of the habitat suitability modeling procedure; -- 3. What drives species distributions?; -- 4. From niche to distribution : basic modeling principles and applications; -- 5. Assumptions behind habitat suitability models; -- 6. Environmental predictors : issues of processing and selection; -- 7. Species data : issues of acquisition and design; -- 8. Ecological scales : issues of resolution and extent; -- 9. Envelopes and distance-based approaches; -- 10. Regression-based approaches; -- 11. Classification approaches and machine-learning systems; -- 12. Boosting and bagging approaches; -- 13. Maximum entropy; -- 14. Ensemble modeling and model averaging; -- 15. Measuring model accuracy : which metrics to use?; -- 16. Assessing model performance : which data to use?; -- 17. Projecting models in space and time; -- 18. Datasets and tools used for the examples in this book; -- 19. The Biomod2 modeling package examples; -- 20. Conclusions and future perspectives in habitat suitability modeling
ER  -