A comprehensive summary of species distribution modeling, the methods used for spatial prediction of species distributions, along with a framework for mapping species distributions using ecological theory, statistical models of distribution and spatial data. Providing practical guidelines to students, researchers and practitioners in a broad range of environmental sciences.