Advanced Mapping of Environmental Data

by Mikhail Kanevski

Publisher: Wiley

Publication Date: May 30, 2016

ISBN: 9781118623268

Binding: Kobo eBook

Availability: eBook

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This book combines geostatistics and global mapping systems to present an up-to-the-minute study of environmental data. Featuring numerous case studies, the reference covers model dependent (geostatistics) and data driven (machine learning algorithms) analysis techniques such as risk mapping, conditional stochastic simulations, descriptions of spatial uncertainty and variability, artificial neural networks (ANN) for spatial data, Bayesian maximum entropy (BME), and more.