Advanced Hydrological Modeling of Climate Change Impacts on River Basin Streamflow and Reservoir Sedimentation Dynamics Using CMIP6 GCMs and SWAT Framework
Abstract
Watershed hydrological systems exhibit profound sensitivity to shifting climatic patterns, precipitation variability, and rising atmospheric temperatures. Altered hydrological regimes directly impact river discharge rates, flood frequency, agricultural irrigation potential, and reservoir sedimentation dynamics, posing severe threats to regional water resource security. This study implements the Soil and Water Assessment Tool (SWAT) model to simulate daily streamflow and quantify upland sediment yield within a major tropical river basin under baseline and projected climate change scenarios driven by Coupled Model Intercomparison Project Phase 6 (CMIP6) General Circulation Models (GCMs). Historical meteorological records, topographical DEM datasets, soil classification maps, and high-resolution land use land cover (LULC) data were utilized to calibrate and validate the hydrological model using Sequential Uncertainty Fitting (SUFI-2) algorithms. Simulation outputs under shared socioeconomic pathways (SSP2-4.5 and SSP5-8.5) indicate substantial temporal shifts in seasonal monsoon runoff peaks and a 16% to 31% acceleration in reservoir siltation rates over coming decades, emphasizing the critical necessity for adaptive watershed management and robust sediment mitigation strategies.
References
Arnold, J. G., Srinivasan, R., Muttiah, R. S., and Williams, J. R., 1998. 'Large area hydrologic modeling and assessment part I: Model development.' Journal of the American Water Resources Association, 34(1), pp. 73-89.
Abbaspour, K. C., Rouholahnejad, E., Vaghefi, S., Srinivasan, R., Yang, H., and Kløve, B., 2015. 'A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model.' Journal of Hydrology, 524, pp. 733-748.
Goel, M. K., and Pal, D., 2010. 'Sediment yield modeling using SWAT model in a Himalayan watershed.' Journal of Water Resource and Protection, 2(12), pp. 1045-1052.
Eyring, V., et al., 2016. 'Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization.' Geoscientific Model Development, 9(5), pp. 1937-1958.
Gassman, P. W., Reyes, M. R., Green, C. H., and Arnold, J. G., 2007. 'The Soil and Water Assessment Tool: Historical development, applications, and future research directions.' Transactions of the ASABE, 50(4), pp. 1211-1250.
Neitsch, S. L., Arnold, J. G., Kiniry, J. R., and Williams, J. R., 2011. 'Soil and Water Assessment Tool Theoretical Documentation: Version 2009.' Texas Water Resources Institute.
Oki, T., and Kanae, S., 2006. 'Global hydrological cycles and world water resources.' Science, 313(5790), pp. 1068-1072.
Meehl, G. A., et al., 2000. 'The WCRP CMIP3 multi-model dataset: A new era in climate change research.' Bulletin of the American Meteorological Society, 88(9), pp. 1383-1394.
Milly, P. C. D., Betancourt, J., Falkenmark, M., Hirsch, R. M., Kundzewicz, Z. W., Lettenmaier, D. P., and Stouffer, R. J., 2008. 'Stationarity is dead: Whither water management?' Science, 319(5863), pp. 573-574.
Intergovernmental Panel on Climate Change (IPCC), 2021. 'Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change.' Cambridge University Press.
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