Advances in Data-based Approaches for Hydrologic Modeling and Forecasting

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Advances in Data-based Approaches for Hydrologic Modeling and Forecasting by Bellie Sivakumar and Ronny Berndtsson

English | 2010 | ISBN: 9814307971 | 544 pages | PDF | 3,9 MB


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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Tags: Hydrologic, Modeling, Forecasting, Approaches
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