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Published in 2017, the book provides a comprehensive framework for building and evaluating niche-based models—essential tools in conservation biology for predicting how species and biodiversity patterns respond to environmental change. Core Conceptual Framework

HSMs/SDMs are applied across various ecological challenges to inform management:

: Includes extensive R code examples and case studies, making it highly accessible for students and practitioners. Key Applications and Case Studies

: Guides readers through conceptualization, data acquisition (sampling design, spatial scales), model calibration, evaluation of errors/uncertainty, and final spatial-temporal predictions.

is a seminal textbook and methodological guide authored by Antoine Guisan, Wilfried Thuiller, and Niklaus E. Zimmermann.

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