Advanced Mapping of Environmental Data

Advanced Mapping of Environmental Data

Autor: Mikhail Kanevski
Editorial: Wiley
Edición: 1
Fecha de publicación: 2013
ISBN: 9781848210608

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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.

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