09-02-2010, 11:44 PM
Advanced Mapping of Environmental Data
Advanced Mapping of Environmental Data
Author(s): Mikhail Kanevski
Publisher: Wiley-ISTE
Date : 2008
Pages : 352
Format : PDF
Language : English
ISBN-10 : 1848210604
BOOK REVIEW:
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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"Downstream is Weaker"