The impact of the objective function in multi-site and multi-variable calibration of the SWAT model

Eugenio Molina-Navarro*, Hans E. Andersen, Anders Nielsen, Hans Thodsen, Dennis Trolle

*Corresponding author af dette arbejde

    Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avisTidsskriftartikelForskningpeer review

    Abstract

    Automatic calibration of complex hydro-ecological models is an increasingly important issue which involves making decisions. One of the most relevant is the choice of the objective function, but its effects have been scarcely studied in complex models. We have used the SWAT model to assess the impact of the objective function for a multi-site (4 stations) and multi-variable (OrgP, OrgN, NO 3 , PO 4 3−) calibration of the Odense catchment (Denmark). Six calibration schemes were tested, varying the objective function and the nutrient fractions targeted. The best performance metrics (R 2, NSE, PBIAS) were obtained when using NSE as objective function and targeting N-fractions and P-fractions separately. The scheme was validated in another SWAT set-up in northern Denmark. Although NSE is often questioned, we found it as an adequate objective function when addressing a multi-site and multi-variable calibration. Our findings may serve as guideline for hydro-ecological modellers, being useful to achieve watershed management goals.

    OriginalsprogEngelsk
    TidsskriftEnvironmental Modelling & Software
    Vol/bind93
    Sider (fra-til)255-267
    Antal sider13
    ISSN1364-8152
    DOI
    StatusUdgivet - jul. 2017

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