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Kanevski, Mikhail

Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy

Kanevski, Mikhail - Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy, ebook

163,70€

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ISBN: 9781118623268
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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.

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2008
Language
en
Edition
1
Page amount
352 pages
Category
Natural Sciences
Format
Ebook
eISBN (ePUB)
9781118623268
Printed ISBN
9781848210608

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