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    Statistical Methods for History Matching of Hydrological Model

    Tjia D 2016.pdf (22.30Mb)
    Access Status
    Open access
    Authors
    Tjia, Dewi
    Date
    2016
    Supervisor
    Dr Ritu Gupta
    Type
    Thesis
    Award
    PhD
    
    Metadata
    Show full item record
    Faculty
    Science and Engineering
    School
    Mathematics and Statistics
    URI
    http://hdl.handle.net/20.500.11937/57347
    Collection
    • Curtin Theses
    Abstract

    Four history matching methods were used to calibrate the parameters of the LUCICAT model for three catchments in Western Australia. The methods used were ant colony optimization (ACOR and DACOR), Robust Parameter Estimation and Gauss Levenberg Marquadt. These methods were applied directly and indirectly, and in the latter case multidimensional Kriging and artificial neural networks were used to build proxy models for LUCICAT. All HM methods performed favourably well.

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