Abstract
Runoff and sediment discharge have displayed great reductions due to climate change and enhanced various human activities during recent decades in the Jialing River, China, with significant environmental and social implications. The water balance equation, double mass curve, and linear regression analysis were employed to quantify the contributions of climate change and human activities to runoff and sediment discharge reductions in the Jialing River during 1960–2017. The results indicated that the annual runoff of the Jialing River exhibited a significant decreasing trend of − 2.75 × 108 m3 every year (P < 0.05) but no significant abrupt change occurred, while annual sediment discharge significantly decreased by 0.03 × 108 t every year (P < 0.05) with a significant abrupt change in 1990 (P < 0.05). Climate change led to a great reduction (82.2%) in annual runoff from 1960 to 2017 in the Jialing River, whereas the contribution of climate change to sediment discharge reduction in the human-affected period (1990–2017) was only 4.55% and precipitation inclined to increase sediment discharge in recent years (2010–2017). The reduced sediment discharge in the 1990s was mostly due to the implementation of soil–water conservation programs and the reduction after 2000 was due to the development of reservoirs as well as the implementation of soil–water conservation programs. The results provided references to develop various human activities better and drew great attention to strengthening basin management.
References
Ahn K-H, Merwade V (2014) Quantifying the relative impact of climate and human activities on streamflow. J Hydrol 515:257–266
Bastia F, Equeenuddin SM (2016) Spatio-temporal variation of water flow and sediment discharge in the Mahanadi River, India. Global Planet Change 144:51–66
Brutsaert WH, Stricker H (1979) An advection-aridity approach to estimate actual regional evapotranspiration. Water Resour Res 15(2):443–450
Buendia C, Bussi G, Tuset J, Vericat D, Sabater S, Palau A, Batalla RJ (2016) Effects of afforestation on runoff and sediment load in an upland Mediterranean catchment. Sci Total Environ 540:144–157
Chen YZ, Lu BH, Zhang YD, Zhou XX (2011) Improvement of sequential cluster analysis method for extracting turning point of time series. Journal of China Hydrology 31(1):41–44 ((in Chinese))
Chen Y, Wang YG (2019) Variations in basin sediment yield and channel sediment transport in the upper Yangtze River and influencing factors. J Hydrol Eng 24(7):05019016
Cohen S, Kettner AJ, Syvitski JPM (2014) Global suspended sediment and water discharge dynamics between 1960 and 2010: continental trends and intra-basin sensitivity. Global Planet Change 115:44–58
Dey P, Mishra A (2017) Separating the impacts of climate change and human activities on streamflow: a review of methodologies and critical assumptions. J Hydrol 548:278–290
Ding WF, El Kateb H (2011) Annual discharge and sediment load variation in Jialing River during the past 50 years. J Mt Sci 8(5):664–676
Ding WF, Zhang PC, Ren HY (2008) Quantitative analysis on evolution characteristics and driving factors of annual runoff and sediment transportation changes for Jialing River. Journal of Yangtze River Scientific Research Institute 25(3):23–27 ((in Chinese))
Gao P, Mu XM, Wang W (2010) Trends and driving force analyses of streamflow and sediment discharge in Jialing River. Research of Soil and Water Conservation 17(4):57–61 ((in Chinese))
Gao P, Mu XM, Wang F, Li R (2011) Changes in streamflow and sediment discharge and the response to human activities in the middle reaches of the Yellow River. Hydrol Earth Syst Sci 15(1):1–10
Grill G, Lehner B, Thieme M, Geenen B, Tickner D, Antonelli F, Babu S, Borrelli P, Cheng L, Crochetiere H, Ehalt Macedo H, Filgueiras R, Goichot M, Higgins J, Hogan Z, Lip B, McClain ME, Meng J, Mulligan M, Nilsson C, Olden JD, Opperman JJ, Petry P, Reidy Liermann C, Saenz L, Salinas-Rodriguez S, Schelle P, Schmitt RJP, Snider J, Tan F, Tockner K, Valdujo PH, van Soesbergen A, Zarfl C (2019) Mapping the world’s free-flowing rivers. Nature 569(7755):215–221
Gu CJ, Mu XM, Gao P, Zhao GJ, Sun WY, Li PF (2017) Effects of climate change and human activities on runoff and sediment inputs of the largest freshwater lake in China, Poyang Lake. Hydrological Sciences Journal-Journal Des Sciences Hydrologiques 62(14):2313–2330
Guo LC, Su N, Zhu CY, He Q (2018) How have the river discharges and sediment loads changed in the Changjiang River basin downstream of the Three Gorges Dam? J Hydrol 560:259–274
He Y, Qiu HJ, Song JX, Zhao Y, Zhang LM, Hu S, Hu YY (2019) Quantitative contribution of climate change and human activities to runoff changes in the Bahe River watershed of the Qinling Mountains, China, Sustainable Cities and Society 51, 101729
He Y, Wang F, Mu XM, Guo LQ, Gao P, Zhao GJ (2017) Human activity and climate variability impacts on sediment discharge and runoff in the Yellow River of China. Theoret Appl Climatol 129(1–2):645–654
Hovenga PA, Wang DB, Medeiros SC, Hagen SC, Alizad K (2016) The response of runoff and sediment loading in the Apalachicola River, Florida to climate and land use land cover change. Earths Future 4(5):124–142
Hu JF, Zhao GJ, Mu XM, Tian P, Gao P, Sun W (2019) Quantifying the impacts of human activities on runoff and sediment load changes in a Loess Plateau catchment. China Journal of Soils and Sediments 19(11):3866–3880
Huang J, Zhang JC, Zhang ZX, Xu CY (2013) Spatial and temporal variations in rainfall erosivity during 1960–2005 in the Yangtze River basin. Stoch Env Res Risk Assess 27(2):337–351
Jiang C, Xiong LH, Wang DB, Liu P, Guo SL, Xu CY (2015) Separating the impacts of climate change and human activities on runoff using the Budyko-type equations with time-varying parameters. J Hydrol 522:326–338
Jiang LZ, Ban X, Wang XL, Cai XB (2014) Assessment of hydrologic alterations caused by the Three Gorges Dam in the middle and lower reaches of Yangtze River. China Water 6(5):1419–1434
Kang L, Zhang S, Ding Y, He XC (2016) Extraction and preference ordering of multireservoir water supply rules in dry years. Water 8(1):28
Kendall MG (1975) Rank correlation methods. Charles Griffin, London
Li T, Wang S, Liu YX, Fu BJ, Zhao WW (2018) Driving forces and their contribution to the recent decrease in sediment flux to ocean of major rivers in China. Sci Total Environ 634:534–541
Liu C, Sui JY, He Y, Hirshfield F (2013) Changes in runoff and sediment load from major Chinese rivers to the Pacific Ocean over the period 1955–2010. Int J Sedim Res 28(4):486–495
Liu JY, Zhang Q, Singh VP, Shi PJ (2017) Contribution of multiple climatic variables and human activities to streamflow changes across China. J Hydrol 545:145–162
Liu SW, Zhang XF, Xu QX, Liu DC, Yuan J, Wang ML (2019) Variation and driving factors of water discharge and sediment load in different regions of the Jinsha River Basin in China in the past 50 years. Water 11(5):1109
Mann HB (1945) Nonparametric test against trend. Econometrica 13:245–259
Mu XM, Zhang L, McVicar TR, Chille B, Gau P (2007) Analysis of the impact of conservation measures on stream flow regime in catchments of the Loess Plateau. China Hydrological Processes 21(16):2124–2134
Mu XM, Zhang XQ, Shao HB, Gao P, Wang F, Jiao JY, Zhu JL (2012) Dynamic changes of sediment discharge and the influencing factors in the Yellow River, China, for the recent 90 years. Clean-Soil Air Water 40(3):303–309
Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proceedings of the Royal Society a: Mathematical, Physical and Engineering Sciences 193(1032):120–145
Pettitt AN (1979) A non-parametric approach to the change-point problem. J Roy Stat Soc 28(2):126–135
Priestley CHB, Taylor RJ (1972) On the assessment of surface heat flux and evaporation using large-scale parameters. Mon Weather Rev 100:81–92
Qin L, He YB, Huang WB, Ma GW (2017) Analysis of the rainfall and runoff temporal variation of Jialing River during 1955–2006. Advances in Materials, Machinery, Electronics I 1820:080008
Sun SL, Chen HS, Ju WM, Song J, Zhang H, Sun J, Fang YJ (2013) Effects of climate change on annual streamflow using climate elasticity in Poyang Lake Basin. China Theoretical and Applied Climatology 112(1–2):169–183
Sun YM, Chen X, Huang RC, Zhang YS, Gao M (2016) Influence of climate change and land use on actual evapotranspiration of Jialingjiang Basin. Water Resources and Power 34(12):33–36 ((in Chinese))
Tang Q, He XB, Bao YH, Zhang XB, Guo F, Zhu HW (2013) Determining the relative contributions of climate change and multiple human activities to variations of sediment regime in the Minjiang River. China Hydrological Processes 27(25):3547–3559
Tian SM, Xu MZ, Jiang EH, Wang GH, Hu HC, Liu X (2019) Temporal variations of runoff and sediment load in the upper Yellow River, China. J Hydrol 568:46–56
Vaezi AR, Ahmadi M, Cerda A (2017) Contribution of raindrop impact to the change of soil physical properties and water erosion under semi-arid rainfalls. Sci Total Environ 583:382–392
Walling DE, Fang D (2003) Recent trends in the suspended sediment loads of the world’s rivers. Global Planet Change 39(1–2):111–126
Wang S, Fu BJ, Piao SL, Lu YH, Ciais P, Feng XM, Wang FF (2016) Reduced sediment transport in the Yellow River due to anthropogenic changes. Nat Geosci 9(1):38–41
Wang YK, Rhoads BL, Wang D, Wu JC, Zhang X (2018) Impacts of large dams on the complexity of suspended sediment dynamics in the Yangtze River. J Hydrol 558:184–195
Wei J, Hou L, He XB (2014) An assessment of human versus climatic impacts on large-sized basin erosion: the case of the upper Yangtze River. Nat Hazards 74(2):405–420
Wu L, Long TY, Liu X, Guo JS (2012a) Impacts of climate and land-use changes on the migration of non-point source nitrogen and phosphorus during rainfall-runoff in the Jialing River Watershed, China. J Hydrol 475:26–41
Wu L, Long TY, Liu X, Mmereki D (2012b) Simulation of soil loss processes based on rainfall runoff and the time factor of governance in the Jialing River Watershed. China Environmental Monitoring and Assessment 184(6):3731–3748
Xiao ZW, Shi P, Jiang P, Hu JW, Qu SM, Chen XY, Chen YB, Dai YQ, Wang JJ (2018) The spatiotemporal variations of runoff in the yangtze river basin under climate change. Adv Meteorol 5903451:1–14
Xu QX, Chen SS, Xiong M, Chen ZF (2008) Analysis of runoff and sediment characteristics and affecting factors of the Jialing River Basin. Journal of Sediment Research 2:1–8 ((in Chinese))
Xue Z, Liu JP, Ge Q (2011) Changes in hydrology and sediment delivery of the Mekong River in the last 50 years: connection to damming, monsoon, and ENSO. Earth Surf Proc Land 36(3):296–308
Yan YJ, Dai QH, Yuan YF, Peng XD, Zhao LS, Yang J (2018) Effects of rainfall intensity on runoff and sediment yields on bare slopes in a karst area, SW China. Geoderma 330:30–40
Yue S, Wang CY (2004) The Mann-Kendall test modified by effective sample size to detect trend in serially correlated hydrological series. Water Resour Manage 18(3):201–218
Yuill BT, Gaweesh A, Allison MA, Meselhe EA (2016) Morphodynamic evolution of a lower Mississippi River channel bar after sand mining. Earth Surf Proc Land 41(4):526–542
Zeng XF, Zhao N, Sun HW, Ye L, Zhai JQ (2015) Changes and relationships of climatic and hydrological droughts in the Jialing River Basin, China. Plos One 10 (11): e0141648
Zhang D, Hong HY, Zhang Q, Li XH (2015) Attribution of the changes in annual streamflow in the Yangtze River Basin over the past 146 years. Theoret Appl Climatol 119(1–2):323–332
Zhang M, Chen YN, Shen YJ, Li YP (2017) Changes of precipitation extremes in arid Central Asia. Quatern Int 436:16–27
Zhang Q, Xu CY, Becker S, Jiang T (2006) Sediment and runoff changes in the Yangtze River basin during past 50 years. J Hydrol 331(3–4):511–523
Zhang SH, Liu Y, Wang TW (2014a) How land use change contributes to reducing soil erosion in the Jialing River Basin, China. Agric Water Manag 133:65–73
Zhang T, Zhang XN, Xia DZ, Liu YY (2014b) An analysis of land use change dynamics and its impacts on hydrological processes in the Jialing River Basin. Water 6(12):3758–3782
Zhang XB, Wen AB (2004) Current changes of sediment yields in the upper Yangtze River and its two biggest tributaries. China Global and Planetary Change 41(3–4):221–227
Zhao GJ, Mu XM, Su BD, Tian P, Wang F, Zhai JQ, Xiong M (2012) Analysis of streamflow and sediment flux changes in the Yangtze River basin. Water International 37(5):537–551
Zhao GJ, Tian P, Mu XM, Jiao JY, Wang F, Gao P (2014) Quantifying the impact of climate variability and human activities on streamflow in the middle reaches of the Yellow River basin, China. J Hydrol 519:387–398
Zhao YF, Zou XQ, Gao JH, Xu XWH, Wang CL, Tang DH, Wang T, Wu XW (2015) Quantifying the anthropogenic and climatic contributions to changes in water discharge and sediment load into the sea: a case study of the Yangtze River, China. Sci Total Environ 536:803–812
Zhao YF, Zou XQ, Liu Q, Yao YL, Li YL, Wu XW, Wang CL, Yu WW, Wang T (2017) Assessing natural and anthropogenic influences on water discharge and sediment load in the Yangtze River, China. Sci Total Environ 607:920–932
Funding
This work was supported by the National Science and Technology Basic Resource Investigation Program (No. 2017FY100904).
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Shao, Y., He, Y., Mu, X. et al. Contributions of climate change and human activities to runoff and sediment discharge reductions in the Jialing River, a main tributary of the upper Yangtze River, China. Theor Appl Climatol 145, 1437–1450 (2021). https://doi.org/10.1007/s00704-021-03682-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-021-03682-1