Advances in Data-Based Approaches for Hydrologic Modeling and Forecasting Contributor(s): Sivakumar, Bellie (Editor), Berndtsson, Ronny (Editor) |
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ISBN: 9814307971 ISBN-13: 9789814307970 Publisher: World Scientific Publishing Company
Binding Type: Hardcover - See All Available Formats & Editions Published: September 2010 |
Additional Information |
BISAC Categories: - Science | Earth Sciences - Hydrology - Technology & Engineering | Engineering (general) - Technology & Engineering | Environmental - General |
Dewey: 551.480 |
Physical Information: 1.3" H x 6.1" W x 9" L (2.00 lbs) 544 pages |
Features: Illustrated, Index, Table of Contents |
Descriptions, Reviews, Etc. |
Publisher Description: This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are selected, with a chapter for each -- stochastic methods, parameter estimation techniques, scaling and fractal methods, remote sensing, artificial neural networks, evolutionary computing, wavelets, and nonlinear dynamics and chaos methods. These approaches are chosen to address a wide range of hydrologic system characteristics, processes, and the associated problems. Each of these eight approaches includes a comprehensive review of the fundamental concepts, their applications in hydrology, and a discussion on potential future directions. |
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