Advanced Mapping of Environmental Data. Mikhail Kanevski
Advanced Mapping of Environmental Data
Год выпуска: 0
Автор произведения: Mikhail Kanevski
Жанр: Социология
Издательство: John Wiley & Sons Limited
isbn: 9780470394106
Краткое описание:
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.