LEADER 02843nam 2200589 a 450 001 9910788555403321 005 20230725045540.0 010 $a1-283-14463-8 010 $a9786613144638 010 $a981-4307-98-X 035 $a(CKB)3360000000001386 035 $a(EBL)731125 035 $a(OCoLC)740444833 035 $a(SSID)ssj0000520720 035 $a(PQKBManifestationID)12175864 035 $a(PQKBTitleCode)TC0000520720 035 $a(PQKBWorkID)10514866 035 $a(PQKB)10525496 035 $a(MiAaPQ)EBC731125 035 $a(WSP)00001138 035 $a(Au-PeEL)EBL731125 035 $a(CaPaEBR)ebr10479909 035 $a(CaONFJC)MIL314463 035 $a(EXLCZ)993360000000001386 100 $a20110127d2010 uy 0 101 0 $aeng 135 $aurcn||||||||| 181 $ctxt 182 $cc 183 $acr 200 00$aAdvances in data-based approaches for hydrologic modeling and forecasting$b[electronic resource] /$f[edited by] Bellie Sivakumar, Ronny Berndtsson 210 $aHackensack, N.J. $cWorld Scientific$dc2010 215 $a1 online resource (526 p.) 300 $aDescription based upon print version of record. 311 $a981-4307-97-1 320 $aIncludes bibliographical references and index. 327 $aSetting 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. 330 $aThis 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 606 $aHydrologic models 606 $aHydrological forecasting 615 0$aHydrologic models. 615 0$aHydrological forecasting. 676 $a551.480113 701 $aSivakumar$b Bellie$0953580 701 $aBerndtsson$b Ronny$f1956-$01466125 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910788555403321 996 $aAdvances in data-based approaches for hydrologic modeling and forecasting$93676434 997 $aUNINA