02876nam 2200601 a 450 991046390830332120200520144314.01-283-14463-89786613144638981-4307-98-X(CKB)3360000000001386(EBL)731125(OCoLC)740444833(SSID)ssj0000520720(PQKBManifestationID)12175864(PQKBTitleCode)TC0000520720(PQKBWorkID)10514866(PQKB)10525496(MiAaPQ)EBC731125(WSP)00001138 (Au-PeEL)EBL731125(CaPaEBR)ebr10479909(CaONFJC)MIL314463(EXLCZ)99336000000000138620110127d2010 uy 0engurcn|||||||||txtccrAdvances in data-based approaches for hydrologic modeling and forecasting[electronic resource] /[edited by] Bellie Sivakumar, Ronny BerndtssonHackensack, N.J. World Scientificc20101 online resource (526 p.)Description based upon print version of record.981-4307-97-1 Includes bibliographical references and index.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 fundHydrologic modelsHydrological forecastingElectronic books.Hydrologic models.Hydrological forecasting.551.480113Sivakumar Bellie953580Berndtsson Ronny1956-953581MiAaPQMiAaPQMiAaPQBOOK9910463908303321Advances in data-based approaches for hydrologic modeling and forecasting2156135UNINA