ADVANCES IN DATA-BASED APPROACHES FOR HYDROLOGIC MODELING AND FORECASTING - Hardcover

SIVAKUMAR BELLIE ET AL

Hardcover

ISBN 10: 9814307971 ISBN 13: 9789814307970

Publisher: World Scientific Publishing, 2010

Synopsis

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.

About this title

From the Back Cover

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.

Edition details

• Publisher: World Scientific Publishing
• Publication date: 2010
• Language: English
• ISBN 10: 9814307971
• ISBN 13: 9789814307970
• Binding: Hardcover
• Number of pages: 544