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Adv in Data-Based Appr for Hydrologic ..
Hardcover
Technology & EngineeringEnvironmental Studies
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ISBN10: 9814307971
ISBN13: 9789814307970
Publisher: World Scientific Publishing Company
Published: Sep 30 2010
Pages: 544
Weight: 2.00
Height: 1.30 Width: 6.10 Depth: 9.00
Language: English
ISBN13: 9789814307970
Publisher: World Scientific Publishing Company
Published: Sep 30 2010
Pages: 544
Weight: 2.00
Height: 1.30 Width: 6.10 Depth: 9.00
Language: English
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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