- English
- ePUB (mobile friendly)
- Available on iOS & Android
Modeling Uncertainty in the Earth Sciences
About This Book
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; large complexity and dimensionality; computation power; costs of 'engineering' the Earth; uncertainty in the modeling and decision process. Focusing on reliable and practical methods this book provides an invaluable primer for the complex area of decision making with uncertainty in the Earth Sciences.
Frequently asked questions
Information
Table of contents
- Cover
- Title Page
- Copyright
- Preface
- Acknowledgements
- Chapter 1: Introduction
- Chapter 2: Review on Statistical Analysis and Probability Theory
- Chapter 3: Modeling Uncertainty: Concepts and Philosophies
- Chapter 4: Engineering the Earth: Making Decisions Under Uncertainty
- Chapter 5: Modeling Spatial Continuity
- Chapter 6: Modeling Spatial Uncertainty
- Chapter 7: Constraining Spatial Models of Uncertainty with Data
- Chapter 8: Modeling Structural Uncertainty
- Chapter 9: Visualizing Uncertainty
- Chapter 10: Modeling Response Uncertainty
- Chapter 11: Value of Information
- Chapter 12: Example Case Study
- Index