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An application of the Kalman filtering technique for streamflow forecasting in the Upper Murray Basin

Schreider, Sergei; Young, Peter C; Jakeman, Anthony


In [1], the IHACRES rainfall-runoff model is calibrated for the purpose of predicting streamflow discharge in ten catchments of the Upper Murray Basin using a four-hourly time step. A map and description of the basin can be found in [1,2]. The major aim of the present paper is to describe the subsequent development and testing of a four-hourly time step flow forecasting model Which exploits the Kalman Filter (KF) algorithm to upgrade the IHACRES models from a simple predictive to a real-time...[Show more]

CollectionsANU Research Publications
Date published: 2001
Type: Journal article
Source: Mathematical and Computer Modelling
DOI: 10.1016/S0895-7177(00)00276-4


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