Modeling uncertainty in the earth sciences
Modeling Uncertainty in the Earth Sciences highlights the various issues, techniques and practical modeling tools available for modeling the uncertainty of complex Earth systems and the impact that it has on practical situations. The aim of the book is to provide an introductory overview which cover...
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Literature type: | Electronic eBook |
Language: | English |
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Online Access: |
http://onlinelibrary.wiley.com/book/10.1002/9781119995920 |
Summary: |
Modeling Uncertainty in the Earth Sciences highlights the various issues, techniques and practical modeling tools available for modeling the uncertainty of complex Earth systems and the impact that it has on practical situations. The aim of the book is to provide an introductory overview which covers a broad range of tried-and-tested tools. Descriptions of concepts, philosophies, challenges, methodologies and workflows give the reader an understanding of the best way to make decisions under uncertainty for Earth Science problems. The book covers key issues such as: Spatial and time aspect; larg. |
Item Description: | Includes index. |
Carrier Form: | 1 online resource (249 pages) |
ISBN: |
9781119995920 (electronic bk.) 1119995922 (electronic bk.) 9781119998716 1119998719 9781119995937 1119995930 |
Index Number: | QE33 |
CLC: | P3-532 |
Contents: | Front Matter -- Introduction -- Review on Statistical Analysis and Probability Theory -- Modeling Uncertainty: Concepts and Philosophies -- Engineering the Earth: Making Decisions Under Uncertainty -- Modeling Spatial Continuity -- Modeling Spatial Uncertainty -- Constraining Spatial Models of Uncertainty with Data -- Modeling Structural Uncertainty -- Visualizing Uncertainty -- Modeling Response Uncertainty -- Value of Information -- Example Case Study -- Index. |