Advanced Mapping of Environmental Data

Download or read book Advanced Mapping of Environmental Data written by Mikhail Kanevski and published by John Wiley & Sons. This book was released on 2013-05-10 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.