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Influence of Scale on SWAT Model Calibration for Streamflow in a River Basin in the Humid Tropics

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  • Santosh Thampi
  • Kolladi Raneesh
  • T. Surya

Abstract

The Soil Water Assessment Tool (SWAT) was applied to the 2,530 km 2 Chaliyar river basin in Kerala, India to investigate the influence of scale on the model parameters. The study was carried out in this river basin at two scales. Parameters such as land use, soil type, topography and management practices are similar at these scales. The model was initially calibrated for streamflow and then validated. Critical parameters were the curve number (CN2), soil evaporation compensation factor (ESCO), available water holding capacity (SOL_AWC), average slope length (SLSUBBSN), and base flow alpha factor (ALPHA_BF). Using the optimized value of various parameters, stream flow was estimated from parts of the basin at two different scales—an area of 2,361.58 km 2 and an area of 1,013.15 km 2 . The streamflow estimates at both these scales were statistically analysed by computing the coefficient of determination (R 2 ) and the Nash–Sutcliffe efficiency (E NS ). Results indicate that the SWAT model could simulate streamflow at both scales reasonably well with very little difference between the observed and computed values. However, the results also indicate that there may be greater uncertainty in SWAT streamflow estimates as the size of the watershed increases. Copyright Springer Science+Business Media B.V. 2010

Suggested Citation

  • Santosh Thampi & Kolladi Raneesh & T. Surya, 2010. "Influence of Scale on SWAT Model Calibration for Streamflow in a River Basin in the Humid Tropics," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(15), pages 4567-4578, December.
    • Handle: RePEc:spr:waterr:v:24:y:2010:i:15:p:4567-4578
    DOI: 10.1007/s11269-010-9676-y
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    References listed on IDEAS

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    1. Panagiotis Angelidis & Michalis Kotsikas & Nikos Kotsovinos, 2010. "Management of Upstream Dams and Flood Protection of the Transboundary River Evros/Maritza," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(11), pages 2467-2484, September.
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    1. Stefan Koch & Andreas Bauwe & Bernd Lennartz, 2013. "Application of the SWAT Model for a Tile-Drained Lowland Catchment in North-Eastern Germany on Subbasin Scale," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(3), pages 791-805, February.
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    4. Swati Maurya & Prashant K. Srivastava & Lu Zhuo & Aradhana Yaduvanshi & R. K. Mall, 2023. "Future Climate Change Impact on the Streamflow of Mahi River Basin Under Different General Circulation Model Scenarios," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(6), pages 2675-2696, May.
    5. Jiao Liu & Tie Liu & Anming Bao & Philippe Maeyer & Xianwei Feng & Scott N. Miller & Xi Chen, 2016. "Assessment of Different Modelling Studies on the Spatial Hydrological Processes in an Arid Alpine Catchment," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(5), pages 1757-1770, March.
    6. Everton Rocha & Maria Calijuri & Aníbal Santiago & Leonardo Assis & Luna Alves, 2012. "The Contribution of Conservation Practices in Reducing Runoff, Soil Loss, and Transport of Nutrients at the Watershed Level," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(13), pages 3831-3852, October.
    7. Strauch, Michael & Volk, Martin, 2013. "SWAT plant growth modification for improved modeling of perennial vegetation in the tropics," Ecological Modelling, Elsevier, vol. 269(C), pages 98-112.
    8. Meiyan Yu & Xi Chen & Lanhai Li & Anming Bao & Mupenzi Paix, 2011. "Streamflow Simulation by SWAT Using Different Precipitation Sources in Large Arid Basins with Scarce Raingauges," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(11), pages 2669-2681, September.
    9. Min Fan & Hideaki Shibata, 2014. "Spatial and Temporal Analysis of Hydrological Provision Ecosystem Services for Watershed Conservation Planning of Water Resources," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(11), pages 3619-3636, September.
    10. Min Fan & Hideaki Shibata, 2016. "Water yield, nitrogen and sediment retentions in Northern Japan (Teshio river watershed): land use change scenario analysis," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 21(1), pages 119-133, January.
    11. Ibrahim Sufiyan & J.I Magaji, 2018. "Modeling Flood Hazard Using Swat And 3d Analysis In Terengganu Watershed," Journal Clean WAS (JCleanWAS), Zibeline International Publishing, vol. 2(2), pages 19-24, February.
    12. Jiao Liu & Tie Liu & Anming Bao & Philippe Maeyer & Xianwei Feng & Scott Miller & Xi Chen, 2016. "Assessment of Different Modelling Studies on the Spatial Hydrological Processes in an Arid Alpine Catchment," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(5), pages 1757-1770, March.
    13. Yiping Wu & Dongsheng Cheng & Wende Yan & Shuguang Liu & Wenhua Xiang & Ji Chen & Yueming Hu & Qian Wu, 2014. "Diagnosing Climate Change and Hydrological Responses in the Past Decades for a Minimally-disturbed Headwater Basin in South China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(12), pages 4385-4400, September.
    14. Juliana Mendes & Rodrigo Maia, 2016. "Hydrologic Modelling Calibration for Operational Flood Forecasting," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(15), pages 5671-5685, December.
    15. Sakine Koohi & Asghar Azizian & Luca Brocca, 2022. "Calibration of a Distributed Hydrological Model (VIC-3L) Based on Global Water Resources Reanalysis Datasets," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(4), pages 1287-1306, March.
    16. Sufiyan I. & Alkali M. & Sagir I.M, 2022. "3d Modeling And Assessment Of Flood Risk Zones Using Gis And Remote Sensing In Catchment Area Terengganu, Malaysia," Malaysian Journal of Geosciences (MJG), Zibeline International Publishing, vol. 6(2), pages 97-100, November.
    17. Liem Tran & Robert O’Neill & Elizabeth Smith & Randall Bruins & Carol Harden, 2013. "Application of Hierarchy Theory to Cross-Scale Hydrologic Modeling of Nutrient Loads," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(5), pages 1601-1617, March.
    18. Halecki, Wiktor & Kruk, Edyta & Ryczek, Marek, 2018. "Loss of topsoil and soil erosion by water in agricultural areas: A multi-criteria approach for various land use scenarios in the Western Carpathians using a SWAT model," Land Use Policy, Elsevier, vol. 73(C), pages 363-372.

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