Advanced Mapping of Environmental Data

ISBN 13: 9781847040268

Advanced Mapping of Environmental Data

 
9781847040268: Advanced Mapping of Environmental Data
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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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About the Author:

Mikhail Kanevski, Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland.

Review:

"It gives a good overview, is clearly written, is concise, and includes many references to papers published in the different areas." (Zentralblatt MATH, 2011)

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