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The Resource Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy

Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy

Label
Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy
Title
Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy
Creator
Subject
Language
eng
Summary
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
http://library.link/vocab/creatorName
Kanevski, Mikhail
Dewey number
550.1519542
Index
no index present
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Geology
  • Machine learning
  • Bayesian statistical decision theory
Label
Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy
Instantiates
Publication
Color
mixed
Contents
Advanced Mapping of Environmental Data: Geostatistics, Machine Learning and Bayesian Maximum Entropy; Table of Contents; Preface; Chapter 1. Advanced Mapping of Environmental Data: Introduction; Chapter 2. Environmental Monitoring Network Characterization and Clustering; 2.1. Introduction; 2.2. Spatial clustering and its consequences; 2.3. Monitoring network quantification; 2.4. Validity domains; 2.5. Indoor radon in Switzerland: an example of a real monitoring network; 2.6. Conclusion; 2.7. References; Chapter 3. Geostatistics: Spatial Predictions and Simulations
Control code
ocn536330307
Dimensions
unknown
Extent
1 online resource (329 pages)
Form of item
online
Isbn
9780470394106
Specific material designation
remote
System control number
(OCoLC)536330307
Label
Advanced Mapping of Environmental Data/Geostatistics, Machine Learning and Bayesian Maximum Entropy
Publication
Color
mixed
Contents
Advanced Mapping of Environmental Data: Geostatistics, Machine Learning and Bayesian Maximum Entropy; Table of Contents; Preface; Chapter 1. Advanced Mapping of Environmental Data: Introduction; Chapter 2. Environmental Monitoring Network Characterization and Clustering; 2.1. Introduction; 2.2. Spatial clustering and its consequences; 2.3. Monitoring network quantification; 2.4. Validity domains; 2.5. Indoor radon in Switzerland: an example of a real monitoring network; 2.6. Conclusion; 2.7. References; Chapter 3. Geostatistics: Spatial Predictions and Simulations
Control code
ocn536330307
Dimensions
unknown
Extent
1 online resource (329 pages)
Form of item
online
Isbn
9780470394106
Specific material designation
remote
System control number
(OCoLC)536330307

Library Locations

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      Albany, Auckland, 0632, NZ
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