Value of Information in the Earth Sciences: Integrating Spatial Modeling and Decision Analysis

Author:   Jo Eidsvik (Norwegian University of Science and Technology, Trondheim) ,  Tapan Mukerji (Stanford University, California) ,  Debarun Bhattacharjya (IBM T. J. Watson Research Center, New York)
Publisher:   Cambridge University Press
ISBN:  

9781107040267


Pages:   396
Publication Date:   19 November 2015
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Value of Information in the Earth Sciences: Integrating Spatial Modeling and Decision Analysis


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Author:   Jo Eidsvik (Norwegian University of Science and Technology, Trondheim) ,  Tapan Mukerji (Stanford University, California) ,  Debarun Bhattacharjya (IBM T. J. Watson Research Center, New York)
Publisher:   Cambridge University Press
Imprint:   Cambridge University Press
Dimensions:   Width: 18.00cm , Height: 2.20cm , Length: 25.30cm
Weight:   0.920kg
ISBN:  

9781107040267


ISBN 10:   1107040264
Pages:   396
Publication Date:   19 November 2015
Audience:   Professional and scholarly ,  Professional and scholarly ,  Professional & Vocational ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Preface; 1. Introduction; 2. Statistical models and methods; 3. Decision analysis; 4. Spatial modeling; 5. Value of information in spatial decision situations; 6. Earth sciences applications; 7. Problems and projects; Appendix. Selected statistical models and sampling methods; References; Index.

Reviews

'The book's authors have made a mindful attempt at teaching a relatively complicated topic, and one of growing importance, to a non-expert audience composed of geoscientists. … This book is written while keeping researchers, graduate students, and practitioners in earth-science-related industries in mind. Hence, the mathematical rigor is kept at a level that is appropriate for such an audience, without too much emphasis on details. It is a well-organized volume that uses a number of numerical examples to illustrate the applicability of VOI analysis to earth-science problems. Additional data sets and Matlab codes are available as online supplementary material. Hence, it is well suited for self-learning. … I strongly recommend it to anyone using or researching the application of decision analysis techniques like VOI analysis in managing earth resources.' Amit Padhi, The Leading Edge


'The book's authors have made a mindful attempt at teaching a relatively complicated topic, and one of growing importance, to a non-expert audience composed of geoscientists. ... This book is written while keeping researchers, graduate students, and practitioners in earth-science-related industries in mind. Hence, the mathematical rigor is kept at a level that is appropriate for such an audience, without too much emphasis on details. It is a well-organized volume that uses a number of numerical examples to illustrate the applicability of VOI analysis to earth-science problems. Additional data sets and Matlab codes are available as online supplementary material. Hence, it is well suited for self-learning. ... I strongly recommend it to anyone using or researching the application of decision analysis techniques like VOI analysis in managing earth resources.' Amit Padhi, The Leading Edge


Author Information

Jo Eidsvik is Professor of Statistics at the Norwegian University of Science and Technology (NTNU), Norway, and has previous industry work experience from the Norwegian Defense Research Establishment and Statoil. Tapan Mukerji is Associate Professor (Research) in the Department of Energy Resources Engineering and the Department of Geophysics at Stanford University. He is a co-author of The Rock Physics Handbook and Quantitative Seismic Interpretation. Debarun Bhattacharjya is Research Staff Member in the Cognitive Computing Research group at the IBM T. J. Watson Research Center, New York. He applies his expertise in decision analysis towards developing algorithms and tools for both research and consulting purposes.

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