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Simulating the hydrological responses to climate change of the Xiang River basin, China

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Abstract

The responses of stream flow, actual evaporation, and soil moisture to climate change in six catchments within Xiang River basin, China, are investigated using Variable Infiltration Capacity (VIC) model. Results show that stream flows are highly correlated to precipitation while weakly correlated to temperature, which indicates precipitation governs variability of stream flow for these catchments. The VIC model performs well at simulating monthly discharge, with Nash Sutcliffe Efficiencies (NSEs) exceeding 70 % and relative errors (REs) of the volumetric fit falling in the range of ±10 % for both calibration and validation periods. The model can simulate seasonal cycles of soil moisture and actual evaporation reasonably well. Due to humid climate of the region, stream flows are more sensitive to changes in precipitation than to change in temperature, while soil moisture and actual evaporation tend to be relatively more affected by temperature. A 2 °C rise in temperature will lead to 5.62 % (4.3–7.45 %) decrease in stream flow, 6.45 % (5.8–7.02 %) increase in actual evaporation, and 5 % (4.16–5.59 %) decrease in soil moisture. A 10 % increase in precipitation will result in 14.17 % (13.44–15.70 %), 5.22 % (4.32–5.62 %), and 4.57 % (2.90–4.96 %) increases in stream flow, actual evaporation, and soil moisture, respectively.

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References

  • Bao ZX, Zhang JY, Liu JF, Wang GQ, Yan XL, Wang XJ, Zhang LR (2012) Sensitivity of hydrological variables to climate change in the Haihe River basin, China. Hydrol Process 26(15):2294–2306

    Article  Google Scholar 

  • Cosby BJ (1984) A statistical exploration of the relationships of soil moisture characteristics to the physical properties of soils. Water Resour Res 20:682–697

    Article  Google Scholar 

  • Fu GB, Barber ME, Chen SL (2007) Impacts of climate change on regional hydrological regimes in the Spokane River Watershed. J Hydrol Eng 12(5):452–461

    Article  Google Scholar 

  • Habets F et al (1999) The ISBA surface scheme in a macroscale hydrological model applied to the Hapex-Mobilhy area—Part I: Model and database. J Hydrology 217:75–89

    Article  Google Scholar 

  • IPCC (2008) Climate change and water. Cambridge University Press, Cambridge

    Google Scholar 

  • IPCC (2013) Climate change 2013: the physical science basis. Cambridge University Press, Cambridge

    Google Scholar 

  • IPCC (2014) Climate change 2014: impacts, adaptation, and vulnerability. Cambridge University Press, Cambridge

    Google Scholar 

  • Jones RN, Chiew FHS, Boughton WC, Zhang L (2005) Estimating the sensitivity of mean annual runoff to climate change using selected hydrological models. Adv Water Resour 29:1419–1429

    Article  Google Scholar 

  • Jung W, Chang H (2011) Assessment of future runoff trends under multiple climate change scenarios in the Willamette River basin, Oregon. USA Hydrol Process 25:258–277

    Article  Google Scholar 

  • Kay A, Davis H, Bell V, Jones R (2009) Comparison of uncertainty sources for climate change impacts: flood frequency in England. Clim Change 92(1):41–63

    Article  Google Scholar 

  • Liang X, Xie Z (2001) A new surface runoff parameterization with sub-grid scale soil heterogeneity for land surface model. Adv Water Resour 24(1):173–193

    Google Scholar 

  • Liang X, Lettenmaier DP, Wood EF (1994) A simple hydrological model of land surface water and energy fluxes for general circulation models. J Geophys 99(D7):14,415–14,428

    Article  Google Scholar 

  • Lohmann D, Raschke E, Nijssen B (1998) Regional scale hydrology—I: formulation of the VIC-2L model coupled to a routing model. Hydrol Sci J 43(1):131–141

    Article  Google Scholar 

  • Loukas A, Quick MC (1996) Effect of climate change on hydrological regime of two climatically different watersheds. J Hydrol Eng 1(2):77–87

    Article  Google Scholar 

  • McFarlane D, Stone R, Martens S, Thomas J, Silberstein R, Ali R, Hodgson G (2012) Climate change impacts on water yields and demands in south-western Australia. J Hydrol 475:488–498

    Article  Google Scholar 

  • Monirul Qader Mirza M, Ahmad QK (2008) Climate change and water resources in south Asia. Taylor & Francis Group Plc, London

    Google Scholar 

  • Nash JE, Sutcliffe J (1970) River flow forecasting through conceptual models: part 1—a discussion of principles. J Hydrol 10:282–290

    Article  Google Scholar 

  • Notter B, MacMillan L, Viviroli D, Weingartner R, Liniger H-P (2007) Impacts of environmental change on water resources in the Mt. Kenya region. J Hydrol 343:266–278

    Article  Google Scholar 

  • Rawls W, Yates P (1976) Calibration of selected infiltration equations for the georgia coastal plain. US department of agriculture, agricultural research service, 113, Washington. DC, USA

  • Tavakoli M, Smedt FD (2012) Impact of climate change on stream flow and soil moisture in the Vermilion Basin, Illinois. J Hydrol Eng 17:1059–1070

    Article  Google Scholar 

  • Thodsen H (2007) The influence of climate change on stream flow in Danish rivers. J Hydrol 333:226–238

    Article  Google Scholar 

  • Walling DE, Fang D (2003) Recent trends in the suspended sediment loads of the world’s rivers. Global Planet Change 39:111–125

    Article  Google Scholar 

  • Wang GQ, Zhang JY, Jin JL, Pagano TC, Calow R, Bao ZX, Liu CS, Liu YL, Yan XL (2012) Assessing water resources in China using PRECIS and VIC model. Hydrol Earth Syst Sci 16(1):231–240

    Article  Google Scholar 

  • Wang GQ, Yan XL, Zhang JY, Liu CS, Jin JL, Bao ZX (2013a) Detecting evolution trends in the recorded runoffs from the major rivers in China during 1950–2010. J Water Climate Change 4(3):252–264

    Article  Google Scholar 

  • Wang GQ, Zhang JY, Xuan YQ, Jin JL, Bao ZX, He RM, Liu CS, Liu YL, Yan XL (2013b) Simulating the impact of climate change on runoff in a typical river catchment of the Loess Plateau, China. J Hydrometeorology 14(5):1553–1561

    Article  Google Scholar 

  • Xiao Y, Tang SH, Chen H, Hu LJ (2013) Temporal and spatial trends of precipitation and temperature from 1960 to 2008 in Xiangjiang River Basin. Yangtze River. (3):10–12,32. (in Chinese with an English abstract)

  • Xie ZH, Yuan F, Duan QY, Zheng J, Liang ML, Chen F (2007) Regional parameter estimation of the VIC land surface model: methodology and application to river basins in China. J Hydrometeorology 8(3):447–468

    Article  Google Scholar 

  • Zhang JY, Wang GQ (2007) Impacts of climate change on hydrology and water resources. China. Science Press, Beijing, in Chinese

    Google Scholar 

  • Zhang JY, Wang GQ (2014) Variation of stream flow and quantitative identification for attribution. Science Press, Beijing, in Chinese

    Google Scholar 

  • Zhang Q, Singh VP, Li JF (2013) Eco-hydrological requirements in arid and semi-arid regions: the Yellow River in China as a case study. J Hydraul Eng. doi:10.1061/ (ASCE) HE.1943-5584.0000653

    Google Scholar 

  • Zhu Y (2009) Analysis on water resource safety issues of Xiangjiang River Basin. Hunan Hydro & Power. (4): 35–37,43 (in Chinese with an English abstract)

Download references

Acknowledgments

This study has been financially supported by the National Natural Science Foundation of China (grant nos. 41330854, 41371063, 41401026) and the National Key Technology R & D Program in the 12th 5-year Plan (grant nos. 2012BAC21B01, 2012BAC19B03). Thanks also to the anonymous reviewers and editors.

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Correspondence to Guoqing Wang.

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Wang, G., Zhang, J., Pagano, T.C. et al. Simulating the hydrological responses to climate change of the Xiang River basin, China. Theor Appl Climatol 124, 769–779 (2016). https://doi.org/10.1007/s00704-015-1467-1

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  • DOI: https://doi.org/10.1007/s00704-015-1467-1

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