Inverse Problems in Groundwater Modeling

By:

Ne-Zheng Sun

Format:

Paperback / softback

Series:

Theory and Applications of Transport in Porous Media

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Description

...A diskette with the updated programme of Appendix C and examples is available through the author at a small fee. email: nezheng@ucla.edu fax: 1--310--825--5435 ...This book systematically discusses basic concepts, theory, solution methods and applications of inverse problems in groundwater modeling. It is the first book devoted to this subject. The inverse problem is defined and solved in both deterministic and statistic frameworks. Various direct and indirect methods are discussed and compared. As a useful tool, the adjoint state method and its applications are given in detail. For a stochastic field, the maximum likelihood estimation and co-kriging techniques are used to estimate unknown parameters. The ill-posed problem of inverse solution is highlighted through the whole book. The importance of data collection strategy is specially emphasized. Besides the classical design criteria, the relationships between decision making, prediction, parameter identification and experimental design are considered from the point of view of extended identifiabilities. The problem of model structure identification is also considered. This book can be used as a textbook for graduate students majoring in hydrogeology or related subjects. It is also a reference book for hydrogeologists, petroleum engineers, environmental engineers, mining engineers and applied mathematicians.

Release date NZ

December 5th, 2010

Author

Ne-Zheng Sun

Audience

Professional & Vocational

Illustrations

XIV, 338 p.

Pages

338

Series

Theory and Applications of Transport in Porous Media

Dimensions

155x235x18

ISBN-13

9789048144358

Product ID

11077860

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