| Description |
1 online resource (xxi, 519 pages) : illustrations (some color) |
| Contents |
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 |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Hydrologic models.
|
|
Hydrological forecasting.
|
|
Hydrologic models -- Data processing
|
|
Hydrological forecasting -- Data processing
|
|
SCIENCE -- Earth Sciences -- Limnology.
|
|
SCIENCE -- Earth Sciences -- Hydrology.
|
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Hydrological forecasting -- Data processing
|
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Hydrologic models -- Data processing
|
|
Hydrologic models
|
|
Hydrological forecasting
|
| Form |
Electronic book
|
| Author |
Sivakumar, Bellie
|
|
Berndtsson, Ronny, 1956-
|
| ISBN |
9789814307987 |
|
981430798X |
|
1283144638 |
|
9781283144636 |
|
