Advances In Data-based Approaches For Hydrologic Modeling And Forecasting

Advances In Data-based Approaches For Hydrologic Modeling And Forecasting

By: Ronny Berndtsson (editor), Bellie Sivakumar (editor)Hardback

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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.


Setting the Stage (B Sivakumar); Stochastic Methods (B Rajagopalan et al.); Parameter Estimation (J A Vrugt et al.); Scaling and Fractals (D Veneziano et al.); Remote Sensing (E Nikolopoulos et al.); Artificial Neural Networks (R J Abrahart et al.); Genetic Algorithms (M Franchini & S Alvisi); Wavelets (D Labat); Fuzzy Logic (A Bardossy); Nonlinear Dynamics and Chaos (B Sivakumar & R Berndtsson); Summary and Future (B Sivakumar & R Berndtsson).

Product Details

  • ISBN13: 9789814307970
  • Format: Hardback
  • Number Of Pages: 544
  • ID: 9789814307970
  • ISBN10: 9814307971

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