Advances in data-based approaches for hydrologic modeling and forecasting
Hydrologic models Hydrological forecasting Geology Science Modèles hydrologiques Prévision hydrologique sähkökirjat
World Scientific
2010
EISBN 9789814307987
Setting the stage.
Stochastic methods for modeling precipitation and streamflow.
Model calibration in watershed hydrology.
Scaling and fractals in hydrology.
Remote sensing for precipitation and hydrologic applications.
Nearly two decades of neural network hydrologic modeling.
Evolutionary computing in hydrology.
Wavelet analyses in hydrology.
Nonlinear dynamics and chaos in hydrology.
Summary and future.
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 fund
Stochastic methods for modeling precipitation and streamflow.
Model calibration in watershed hydrology.
Scaling and fractals in hydrology.
Remote sensing for precipitation and hydrologic applications.
Nearly two decades of neural network hydrologic modeling.
Evolutionary computing in hydrology.
Wavelet analyses in hydrology.
Nonlinear dynamics and chaos in hydrology.
Summary and future.
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 fund
