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A TOPSIS-Based Multicriteria Approach to the Calibration of a Basin-Scale SWAT Hydrological Model

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  • Bentolhoda Asl-Rousta

    (Amirkabir University of Technology (Tehran Polytechnic))

  • S. Jamshid Mousavi

    (Amirkabir University of Technology (Tehran Polytechnic))

Abstract

Calibration is one of the most important steps of hydrological modeling and applications. Observed data availability and model parameterization are two important factors affecting the calibration efficiency of the models. This study focuses on the assessment of the effects of the number and location of sites (LoS), number of parameters (NoP), and the calibration method (CM) on the performance of the SWAT hydrological model of a basin. Accordingly, twelve different models with respect to LoS, NoP, and CM are built for the Sirwan River Basin in Iran. NS, R-factor and P-factor efficiency criteria are then used to evaluate how well the models perform both in calibration and validation stages. In order to prioritize the models, TOPSIS multi-criteria decision analysis approach is applied to aggregate different efficiency criteria and to discriminate between the models. Results show the usefulness of the proposed MCDA-based approach to rank different alternatives (settings) of model calibration. Additionally, multi-site calibration is not always better than single-site calibration, and the locations of the sites included in the calibration procedure are also important in this respect.

Suggested Citation

  • Bentolhoda Asl-Rousta & S. Jamshid Mousavi, 2019. "A TOPSIS-Based Multicriteria Approach to the Calibration of a Basin-Scale SWAT Hydrological Model," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(1), pages 439-452, January.
    • Handle: RePEc:spr:waterr:v:33:y:2019:i:1:d:10.1007_s11269-018-2111-5
    DOI: 10.1007/s11269-018-2111-5
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    References listed on IDEAS

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    1. Hajkowicz, Stefan & Higgins, Andrew, 2008. "A comparison of multiple criteria analysis techniques for water resource management," European Journal of Operational Research, Elsevier, vol. 184(1), pages 255-265, January.
    2. Bentolhoda Asl-Rousta & S. Jamshid Mousavi & Majid Ehtiat & Mehdi Ahmadi, 2018. "SWAT-Based Hydrological Modelling Using Model Selection Criteria," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(6), pages 2181-2197, April.
    3. B. Srdjevic & Y. Medeiros & A. Faria, 2004. "An Objective Multi-Criteria Evaluation of Water Management Scenarios," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 18(1), pages 35-54, February.
    4. B. Rousta & S. Araghinejad, 2015. "Development of a Multi Criteria Decision Making Tool for a Water Resources Decision Support System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(15), pages 5713-5727, December.
    5. Stefan Hajkowicz & Kerry Collins, 2007. "A Review of Multiple Criteria Analysis for Water Resource Planning and Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(9), pages 1553-1566, September.
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