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Uncertainty and sensitivity analysis of river water quality model parameters

Ng, A. W. M and Perera, B. J. C (2001) Uncertainty and sensitivity analysis of river water quality model parameters. In: Water Resources Management. Brebbia, C. A, Anagnostopoulos, P, Katsifarakis, K. L and Cheng, A. H-D, eds. Progress in Water Resources (4). WIT Press, Ashurst, pp. 175-184.

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Abstract

Errors are unavoidable in the development of simulation models dealing with natural processes. They cannot be eliminated completely, but can be reduced. It is therefore necessary to study the significance of these errors on overall output response of the models. Uncertainty and sensitivity analysis addresses this issue and can be done before and/or after model calibration. In this study, an uncertainty and sensitivity analysis was conducted on Yarra River (Victoria, Australia) water quality model (YRWQM) prior to its model calibration. Although there can be many different forms of errors that are present in model development, only the errors related to estimation of reaction parameters of water quality constituents were considered in this paper.

Item Type: Book Section
ISBN: 9781853128806
Uncontrolled Keywords: Yarra River, water quality, model calibration, parameter estimation
Subjects: FOR Classification > 0502 Environmental Science and Management
Faculty/School/Research Centre/Department > College of Science and Engineering
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Depositing User: VUIR
Date Deposited: 23 Jun 2014 00:19
Last Modified: 16 Dec 2014 05:08
URI: http://vuir.vu.edu.au/id/eprint/25254
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Citations in Scopus: 0 - View on Scopus

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