000 02623nam a2200349 i 4500
008 171012t20172017enkmbf b a001 0 eng
010 _a2017032912
020 _a9780521758369
_qpaperback
_qalkaline paper
020 _a052175836X
_qpaperback
_qalkaline paper
020 _a9780521765138
_qhardcover
_qalkaline paper
020 _a0521765137
_qhardcover
_qalkaline paper
035 _a(OCoLC)1007497965
040 _aDLC
_beng
_erda
_cDLC
_dUSD
_dNTD
_dYAM
_dYDX
_dOCLCF
_dYDX
_dOCLCO
_dBAUN
049 _aBAUN_MERKEZ
050 0 0 _aQH541.15.H34
_bG85 2017
082 0 0 _223
100 1 _aGuisan, A.
_q(Antoine),
_eauthor.
245 1 0 _aHabitat suitability and distribution models :
_bwith applications in R /
_cAntoine Guisan, Wilfried Thuiller, Niklaus E. Zimmermann ; with contributions from Valeria di Cola, Damien Georges, Achilleas Psomas.
264 1 _aCambridge, United Kingdom ;
_aNew York, NY, USA :
_bCambridge University Press,
_c2017.
264 4 _c©2017.
300 _axiii, 462 pages, 32 unnumbered pages of plates :
_billustrations (some color), maps (some color) ;
_c23 cm.
490 1 _aEcology, biodivesity and conservation.
504 _aIncludes bibliographical references (pages [417]-457) and index.
505 0 0 _t1. General content of this book
_t-- 2. Overview of the habitat suitability modeling procedure
_t-- 3. What drives species distributions?
_t-- 4. From niche to distribution : basic modeling principles and applications
_t-- 5. Assumptions behind habitat suitability models
_t-- 6. Environmental predictors : issues of processing and selection
_t-- 7. Species data : issues of acquisition and design
_t-- 8. Ecological scales : issues of resolution and extent
_t-- 9. Envelopes and distance-based approaches
_t-- 10. Regression-based approaches
_t-- 11. Classification approaches and machine-learning systems
_t-- 12. Boosting and bagging approaches
_t-- 13. Maximum entropy
_t-- 14. Ensemble modeling and model averaging
_t-- 15. Measuring model accuracy : which metrics to use?
_t-- 16. Assessing model performance : which data to use?
_t-- 17. Projecting models in space and time
_t-- 18. Datasets and tools used for the examples in this book
_t-- 19. The Biomod2 modeling package examples
_t-- 20. Conclusions and future perspectives in habitat suitability modeling.
650 0 _aHabitat suitability index models.
650 0 _aR (Computer program language)
700 1 _aThuiller, Wilfried,
_d1975-
_eauthor.
700 1 _aZimmermann, Niklaus E.,
_eauthor.
710 2 _972911
_aCambridge University Press.
830 0 _918146
_aEcology, biodiversity, and conservation.
942 _2lcc
_cKT
999 _c49491
_d49491