Inverse Problems in Groundwater Modeling
... 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 mode...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Dordrecht
Springer Netherlands
1999
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| Schriftenreihe: | Theory and Applications of Transport in Porous Media
6 |
| Schlagworte: | |
| Online-Zugang: | DE-634 URL des Erstveröffentlichers |
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| 520 | |a ... 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 | ||
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Datensatz im Suchindex
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| discipline | Geologie / Paläontologie |
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| series2 | Theory and Applications of Transport in Porous Media |
| spelling | Sun, Ne-Zheng Verfasser aut Inverse Problems in Groundwater Modeling by Ne-Zheng Sun Dordrecht Springer Netherlands 1999 1 Online-Ressource (XIV, 338 p) txt rdacontent c rdamedia cr rdacarrier Theory and Applications of Transport in Porous Media 6 ... 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 Earth Sciences Hydrogeology Mathematical Modeling and Industrial Mathematics Geotechnical Engineering & Applied Earth Sciences Terrestrial Pollution Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth sciences Geotechnical engineering Mathematical models Statistics Environmental pollution Inverses Problem (DE-588)4125161-1 gnd rswk-swf Grundwasser (DE-588)4022369-3 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Grundwasser (DE-588)4022369-3 s Inverses Problem (DE-588)4125161-1 s Mathematisches Modell (DE-588)4114528-8 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 9789048144358 https://doi.org/10.1007/978-94-017-1970-4 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Sun, Ne-Zheng Inverse Problems in Groundwater Modeling Earth Sciences Hydrogeology Mathematical Modeling and Industrial Mathematics Geotechnical Engineering & Applied Earth Sciences Terrestrial Pollution Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth sciences Geotechnical engineering Mathematical models Statistics Environmental pollution Inverses Problem (DE-588)4125161-1 gnd Grundwasser (DE-588)4022369-3 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| subject_GND | (DE-588)4125161-1 (DE-588)4022369-3 (DE-588)4114528-8 |
| title | Inverse Problems in Groundwater Modeling |
| title_auth | Inverse Problems in Groundwater Modeling |
| title_exact_search | Inverse Problems in Groundwater Modeling |
| title_full | Inverse Problems in Groundwater Modeling by Ne-Zheng Sun |
| title_fullStr | Inverse Problems in Groundwater Modeling by Ne-Zheng Sun |
| title_full_unstemmed | Inverse Problems in Groundwater Modeling by Ne-Zheng Sun |
| title_short | Inverse Problems in Groundwater Modeling |
| title_sort | inverse problems in groundwater modeling |
| topic | Earth Sciences Hydrogeology Mathematical Modeling and Industrial Mathematics Geotechnical Engineering & Applied Earth Sciences Terrestrial Pollution Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth sciences Geotechnical engineering Mathematical models Statistics Environmental pollution Inverses Problem (DE-588)4125161-1 gnd Grundwasser (DE-588)4022369-3 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| topic_facet | Earth Sciences Hydrogeology Mathematical Modeling and Industrial Mathematics Geotechnical Engineering & Applied Earth Sciences Terrestrial Pollution Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth sciences Geotechnical engineering Mathematical models Statistics Environmental pollution Inverses Problem Grundwasser Mathematisches Modell |
| url | https://doi.org/10.1007/978-94-017-1970-4 |
| work_keys_str_mv | AT sunnezheng inverseproblemsingroundwatermodeling |