Skip navigation
Skip navigation

Simulating and predicting river discharge time series using a wavelet-neural network hybrid modelling approach

Wei, Shouke; Song, Jinxi; Khan, Nasreen Islam


Accurate simulation and prediction of the dynamic behaviour of a river discharge over any time interval is essential for good watershed management. It is difficult to capture the high-frequency characteristics of a river discharge using traditional time series linear and nonlinear model approaches. Therefore, this study developed a wavelet-neural network (WNN) hybrid modelling approach for the predication of river discharge using monthly time series data. A discrete wavelet multiresolution...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Journal article
Source: Hydrological Processes
DOI: 10.1002/hyp.8227


File Description SizeFormat Image
01_Wei_Simulating_and_predicting_2012.pdf3.89 MBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator