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Inverse Problems in Groundwater Modeling

  • Ne-Zheng┬áSun

Part of the Theory and Applications of Transport in Porous Media book series (TATP, volume 6)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Ne-Zheng Sun
    Pages 15-37
  3. Ne-Zheng Sun
    Pages 39-51
  4. Ne-Zheng Sun
    Pages 103-140
  5. Ne-Zheng Sun
    Pages 249-250
  6. Back Matter
    Pages 251-338

About this book

Introduction

... 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.

Keywords

Groundwater Likelihood environment geology hydrogeology model modeling

Authors and affiliations

  • Ne-Zheng┬áSun
    • 1
    • 2
  1. 1.Environmental Science CenterShandong UniversityP.R. China
  2. 2.Civil Engineering DepartmentUniversity of CaliforniaLos AngelesUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-94-017-1970-4
  • Copyright Information Springer Science+Business Media B.V. 1999
  • Publisher Name Springer, Dordrecht
  • eBook Packages Springer Book Archive
  • Print ISBN 978-90-481-4435-8
  • Online ISBN 978-94-017-1970-4
  • Series Print ISSN 0924-6118
  • Series Online ISSN 2213-6940
  • Buy this book on publisher's site
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