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Advanced Mapping of Environmental Data

Geostatistics, Machine Learning and Bayesian Maximum Entropy

Edited by Mikhail Kanevski
Format: Hardback
Publisher: ISTE, London, United Kingdom
Published: 15th Oct 2008
Dimensions: w 156mm h 234mm
ISBN-10: 1847040268
ISBN-13: 9781847040268
Barcode No: 9781847040268
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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