Constraints of artificial neural networks for rainfall-runoff modelling: trade-offs in hydrological state representation and model evaluation

The application of Artificial Neural Networks (ANNs) in rainfall-runoff modelling needs to be researched more extensively in order to appreciate and fulfil the potential of this modelling approach. This paper reports on the application of multi-layer feedforward ANNs for rainfall-runoff modelling of...

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Bibliographic Details
Main Authors: N. J. de Vos, T. H. M. Rientjes
Format: Article
Language:English
Published: Copernicus Publications 2005-01-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/9/111/2005/hess-9-111-2005.pdf