Multimodel Analysis of Data Collection Schemes: With application to the optimization of sampling scheme design

Xue, Liang

ISBN 10: 3848407876 / ISBN 13: 9783848407873

Published by LAP LAMBERT Academic Publishing, 2012

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Bibliographic Details

• Title: Multimodel Analysis of Data Collection Schemes: With application to the optimization of sampling scheme design
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2012
• Language: English
• ISBN 10: 3848407876
• ISBN 13: 9783848407873
• Binding: Paperback
• Condition: New
• Book Type: book

About this title

Synopsis

The rational management of groundwater resource systems requires an understanding of their response to existing and planned schemes of exploitation, pollution prevention and/or remediation. Such understanding in turn requires collecting suitable data to characterize the system, model flow and transport within it and monitor its response to stresses. The high cost of subsurface data acquisition requires that they be collected in a judicious and effective manner. Previous approaches to the assessment and optimization of data collection schemes have generally considered the underlying models to be known and accurate. In reality, the complex nature of hydrogeologic environments renders available data prone to multiple interpretations and the system subject to alternative ways of representation by models. Multimodel analysis method within the framework of Bayesian model averaging and its maximum likelihood version is used to analyze the worth of data and a discrete variable version of the Differential Evolution method is introduced to optimize the locations of prospective new data so as to reduce overall predictive uncertainty.

About the Author

Dr. Liang Xue earned his PhD degree in Hydrology from Department of Hydrology and Water Resources at the University of Arizona in the winter of 2011.