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Advanced Mapping of Environmental Data by Mikhail Kanevski

Advanced Mapping of Environmental Data

by Mikhail Kanevski
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Book cover type: Hardcover
  • ISBN13: 9781848210608
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Wiley-Iste
  • Publisher Imprint: Wiley-Iste
  • Publication Date:
  • Pages: 313
  • Original Price: USD 203.95
  • Language: English
  • Edition: N/A
  • Item Weight: 613 grams
  • BISAC Subject(s): Earth Sciences / General and Environmental Science

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.

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

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