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[null,"1.","Record Nr.",null,"UNINA9910788555403321"]
[null,null,"Titolo",null,"Advances in data-based approaches for hydrologic modeling and forecasting [[electronic resource] /] / [edited by] Bellie Sivakumar, Ronny Berndtsson"]
[null,null,"Pubbl/distr/stampa",null,"Hackensack, N.J., : World Scientific, c2010"]
[null,null,"ISBN",null,"1-283-14463-8"]
[{"$nulls":4},"9786613144638"]
[{"$nulls":4},"981-4307-98-X"]
[null,null,"Descrizione fisica",null,"1 online resource (526 p.)"]
[null,null,"Disciplina",null,"551.480113"]
[null,null,"Soggetti",null,"Hydrologic models"]
[{"$nulls":4},"Hydrological forecasting"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"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."]
[null,null,null,"Sommario/riassunto","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"]