Neural networks and non-parametric methods for improving real-time flood forecasting through conceptual hydrological models

Time-series analysis techniques for improving the real-time flood forecasts issued by a deterministic lumped rainfall-runoff model are presented. Such techniques are applied for forecasting the short-term future rainfall to be used as real-time input in a rainfall-runoff model and for updating the d...

Full description

Bibliographic Details
Main Authors: A. Brath, A. Montanari, E. Toth
Format: Article
Language:English
Published: Copernicus Publications 2002-01-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/6/627/2002/hess-6-627-2002.pdf