Abstract
Climate change has significantly affected hydrological processes and increased the frequency and severity of water shortage, droughts and floods in northeast China. A study has been conducted to quantify the influence of climate change on the hydrologic process in the Tao’er River Basin (TRB), one of the most prominent regions in northeast China for water contradiction. The Soil and Water Assessment Tool (SWAT) model was calibrated and validated with observed land use and hydro-climatic data and then employed for runoff simulations at upper, middle and lower reaches of the river basin for different climate change scenarios. The results showed that a gradual increase in temperature and decrease in annual precipitation in the basin was projected for the period 2020–2050 for both representative concentration pathways (RCP) 4.5 and 8.5 scenarios. The climate changes would cause a decrease in annual average runoff at basin outlet by 12 and 23 million m3 for RCP4.5 and 8.5, respectively. The future runoff in the upstream and midstream of the basin during 2020–2050 would be −10.8% and −12.1% lower than the observed runoff compared to the base period for RCP4.5, while those would be −5.3% and −10.7% lower for RCP8.5. The future runoff will decrease at three hydrology stations for the assumed future climate scenarios. The results can help us understand the future temperature and precipitation trends and the hydrological cycle process under different climate change scenarios, and provide the basis for the rational allocation and management of water resources under the influence of future climate change in the TRB.
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References
Chang H, Jung IW (2010) Spatial and temporal changes in runoff caused by climate change in a complex large river basin in Oregon. J Hydrol 388(3): 186–207. https://doi.org/10.1016/j.jhydrol.2010.04.040
Chao QC, Zhou BT, Sun Y, et al. (2014) Development of scientific knowledge of IPCC climate change. Adv Clim Chang Res 10(1): 7–13 (In Chinese)
Cosgrove WJ, Rijsberman FR (2000) Challenge for the 21st century: Making water everybody–s business. Sustain Dev Int 2: 149–156.
Das J, Umamahesh NV (2018) Spatio-temporal variation of water availability in a river basin under CORDEX simulated future projections. Water Resour Manag 32(4): 1399–1419. https://doi.org/10.1007/s11269-017-1876-2
Dong SY, Gao XJ (2014) Long-term climate change: Interpretation of IPCC Fifth Assessment Report. Adv Clim Chang Res 10(1):56–59. (In Chinese)
Easterling DR, Meehl GA, Parmesan C, et al. (2000) Climate extremes: observations, modeling, and impacts. Science 289(5487): 2068–2074. https://science.sciencemag.org/content/289/5487/2068
Gao XJ, Shi Y, Zhang DF, et al. (2012) Climate change in China in the 21st century as simulated by a high resolution regional climate model. Chin Sci Bull 57(10): 1188–1195. https://doi.org/10.1007/s11434-011-4935-8
Guan Q, Yang L, Guan W, et al. (2019) Assessing vegetation response to climatic variations and human activities: spatiotemporal NDVI variations in the Hexi Corridor and surrounding areas from 2000 to 2010. Theor Appl Climatol 135(3): 1179–1193. https://doi.org/10.1007/s00704-018-2437-1
Hao Y, Ma JJ An JJ, et al. (2018) Projected changes in climate and river discharge in the Chaobai River Basin under 1.5°C and 2.0°C global warming. Adv Clim Change Res 14(3): 237. http://www.climatechange.cn/EN/Y2018/V14/I3/237
Jain SK, Sudheer KP (2008) Fitting of hydrologic model: A close look at the Nash-Sutcliffe index. J Hydrol Eng 13(10): 981–986. https://doi.org/10.1061/(ASCE)1084-0699(2008)13:10(981)
Jiang L, Bao A, Guo H, et al. (2017) Vegetation dynamics and responses to climate change and human activities in Central Asia. Sci Total Environ 599: 967–980. https://doi.org/10.1016/j.scitotenv.2017.05.012
Kou LM (2016) The situation analysis of water resources in Tao’er River Basin Based on SWAT model. Dalian University of Technology, Dalian, Liaoning Province. P 7. (In Chinese)
Kou LM, Liu JW, Zhang HZ, et al. (2016) The hydrological response of climate change in Tao’er River Basin based on SWAT model. Water Resour Power, 34(02):12–16. (In Chinese)
Li H, Gao Y, Li Y, et al. (2017) Dynamic of Dalinor Lakes in the Inner Mongolian Plateau and its driving factors during 1976–2015. Water 9(10): 749. https://doi.org/10.3390/w9100749
Li H, Sheffield J, Wood EF (2010) Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching. J Geophys Res-Atmos, 115(D10). https://doi.org/10.1029/2009JD012882
Liang LQ, Li LJ, Liu Q (2010) Spatial distribution of reference evapotranspiration considering topography in the Taoer river basin of Northeast China. Hydrol Res 41(5): 424–437. https://doi.org/10.2166/nh.2010.002
Liu J, Zhang C, Kou L, et al. (2017) Effects of Climate and Land Use Changes on Water Resources in the Taoer River. Adv Advances in Meteorol 2017. https://doi.org/10.1155/2017/1031854
Rakhimova M, Liu T, Bissenbayeva S, et al. (2020) Assessment of the impacts of climate change and human activities on runoff using Climate Elasticity Method and General Circulation Model (GCM) in the Buqtyrma River Basin, Kazakhstan. Sustain 12(12): 4968. https://doi.org/10.3390/su12124968
Shen YP, Wang GY (2013) The latest scientific highlights of IPCC. Working Group I contribution to the IPCC fifth assessment report on global climate change perception. J Glaciol Geocryol 35(05): 1068–1076. (In Chinese)
Shirmohammadi B, Malekian A, Salajegheh A, et al. (2020) Scenario analysis for integrated water resources management under future land use change in the Urmia Lake region, Iran. Land Use Policy 90: 104299. https://doi.org/10.1016/j.landusepol.2019.104299
Su B, Huang J, Zeng X, et al. (2017) Impacts of climate change on streamflow in the upper Yangtze River basin. Clim Change 141(3): 533–546. https://doi.org/10.1007/s10584-016-1852-5
Sun JQ, Wang XJ, Cao YQ, et al. (2019) Analysis of spatial and temporal evolution of hydrological and meteorological elements in Nenjiang River basin, China. Theor Appl Climatol 137(1): 941–961. https://doi.org/10.1007/s00704-018-2641-z
Sun Y, Liang X, Xiao C, et al. (2019) Quantitative impact of precipitation and human activity on runoff in the upper and middle Taoer River basin. Water Supply 19(1): 19–29. https://doi.org/10.2166/ws.2018.049
Van Ty T, Sunada K, Ichikawa Y, et al. (2012) Scenario-based impact assessment of land use/cover and climate changes on water resources and demand: a case study in the Srepok River Basin, Vietnam-Cambodia. Water Resour Manag 26(5): 1387–1407. https://doi.org/10.1007/s11269-011-9964-1
Wang L, Flanagan DC, Wang Z, et al. (2018) Climate change impacts on nutrient losses of two watersheds in the Great Lakes Region. Water 10(4): 442. https://doi.org/10.3390/w10040442
Wang Y, Zheng C, Ma R (2018) Safe and sustainable groundwater supply in China. Hydrogeol J 26(5): 1301–1324. https://doi.org/10.1007/s10040-018-1795-1
Wen W (2013) The fifth assessment report of IPCC on climate change: More than 95% is due to human causes. Chin J Nat 35(5): 325+358. (In Chinese)
Xiao H, Lu GH, Wu ZY, et al. (2013) Flood responds to climate change in Pearl River basin for the next three decades. J Hydraulic Eng 44(12): 1409–1419. (In Chinese)
Yang Y, Zhang M, Zhu L, et al. (2017) Influence of large reservoir operation on water-levels and flows in reaches below dam: Case study of the Three Gorges Reservoir. Sci Rep 7(1): 1–14. https://doi.org/10.1038/s41598-017-15677-y
Zhang Y, Zang S, Sun L, et al. (2019) Characterizing the changing environment of cropland in the Songnen Plain, Northeast China, from 1990 to 2015. J Geogr Sci 29(5): 658–674. https://doi.org/10.1007/s11442-019-1620-3
Zipper SC, Motew M, Booth EG, et al. (2018) Continuous separation of land use and climate effects on the past and future water balance. J Hydrol 565: 106–122. https://doi.org/10.1016/j.jhydrol.2018.08.022
Acknowledgements
We are grateful to the Key R&D Projects of Jilin Provincial Science and Technology Department (20200403070SF), Young Top-Notch Talent Support Program of National High-level Talents Special Support Plan, National Key R&D Program of China (NO. 2017YFC0403506), China Water Resource Conservation and Protection Project (No. 126302001000150005) and Strategic Consulting Projects of Chinese Academy of Engineering (NO.2016-ZD-08-05-02) for providing financial support for this research. We acknowledge National Climate Center for providing the data of their simulations by regional climate model. We extend our thanks to anonymous reviewers and editors for their helpful comments and suggestions.
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Sun, Jq., Li, Hy., Wang, Xj. et al. Water resources response and prediction under climate change in Tao’er River Basin, Northeast China. J. Mt. Sci. 18, 2635–2645 (2021). https://doi.org/10.1007/s11629-020-6635-9
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DOI: https://doi.org/10.1007/s11629-020-6635-9