Abstract
Assessing the impacts of climate variability and human activities on streamflow is crucial to regional water resource management. In recent years, significant decreases in streamflow have emerged in the Yellow River basin. The Jinghe River Basin (JRB), a tributary in the middle reaches of the Yellow River, has experienced dramatic land use changes over the past decades. At the same time, the climate has also shown a significant change. The annual streamflow exhibits an apparent decreasing trend in the JRB. In this study, the non-parametric Mann-Kendall test is employed to detect the trend and breakpoint. The effects of climate variability and human activities are assessed quantitatively using the climate elasticity method and the hydrological model. The results showed that annual streamflow in the JRB decreased significantly (P<0.05) from 1956 to 2012 and that an abrupt change occurred in 1997. The annual precipitation presents a slightly decreasing trend, whereas the annual mean temperature and potential evapotranspiration show an upward trend. The results of quantitative assessment indicated that climate variability was responsible for 44.0% of the decrease in streamflow, whereas the hydrological modeling method indicated a value of 48.8%. The annual amount of water diversion from the Jinghe River increased, accounting for 20.5% of the decrease in streamflow from 1997 to 2010. Moreover, the land use and land cover change contributed to 30.7–35.5% of the decrease in streamflow. All human activities contributed to 51.2–56.0% of the decrease in streamflow. Therefore, the effect of human activities played a dominant role in the decrease in streamflow in the JRB.
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References
Gardner, L.R.: Assessing the effect of climate change on mean annual runoff. J. Hydrol. 379(3–4), 351–359 (2009). https://doi.org/10.1016/j.jhydrol.2009.10.021
Fu, G., Okoren, C., Yao, C., Chen, S.: Impact of climate change on runoff of Yellow River. Yellow River (11), 77 (2005)
Lan, Y.C., Zhao, G.H., Zhang, Y.N., Wen, J., Liu, J.Q., Hu, X.L.: Response of runoff in the source region of the Yellow River to climate warming. Quatern. Int. 226(1–2), 60–65 (2010). https://doi.org/10.1016/j.quaint.2010.03.006
Lyu, J.Q., Zhang, Z.Z., Shen, B.: Impacts of climate change on runoff in the Yellow River. J. Am. Water Works Assoc. 106(5), 87–88 (2014). http://dx.doi.org/10.5942/jawwa.2014.106.0025
Jiang, S.H., Renm, L.L., Yong, B., Fu, C.B., Yang, X.L.: Analyzing the effects of climate variability and human activities on runoff from the Laohahe basin in northern China. Hydrol. Res. 43(1–2), 3–13 (2012). https://doi.org/10.2166/nh.2011.133
Liu, Q., McVicar, T.R.: Assessing climate change induced modification of Penman potential evaporation and runoff sensitivity in a large water-limited basin. J. Hydrol. 464, 352–362 (2012). https://doi.org/10.1016/j.jhydrol.2012.07.032
Liu, X.M., Dai, X.Q., Zhong, Y.D., Li, J.J., Wang, P.: Analysis of changes in the relationship between precipitation and streamflow in the Yiluo River, China. Theor. Appl. Climatol. 114(1–2), 183–191 (2013). https://doi.org/10.1007/s00704-013-0833-0
Peng, H.Y., Jia, W., Qiu, Y.Q., Niu, C.W., Ding, X.Y.: Assessing climate change impacts on the ecohydrology of the Jinghe River basin in the Loess Plateau, China. Hydrol. Sci. J. Des. Sci. Hydrol. 58(3), 651–670 (2013). https://doi.org/10.1080/02626667.2013.774457
Tang, Q., Oki, T., Kanae, S., Hu, H.: Hydrological cycles change in the Yellow River basin during the last half of the twentieth century. J. Clim. 21, 1790–1806 (2008). https://doi.org/10.1175/2007jcli1854.1
Chen, Z., Chen, Y., Li, B.: Quantifying the effects of climate variability and human activities on runoff for Kaidu River basin in arid region of northwest China. Theor. Appl. Climatol. (2012). https://doi.org/10.1007/s00704-012-0680-4
Bao, Z., Zhang, J., Wang, G., Fu, G., He, R., Yan, X., Jin, J., Liu, Y., Zhang, A.: Attribution for decreasing streamflow of the Haihe River basin, northern China: climate variability or human activities? J. Hydrol. 460–461, 117–129 (2012). https://doi.org/10.1016/j.jhydrol.2012.06.054
Zhang, Z.X., et al.: Influence of the three gorges dam on streamflow for the Poyang lake. In: International Conference on Earth and Environmental Science, pp. 19–25 (2013)
Dunne, K., Milly, P.: Macroscale water fluxes 2. Water and energy supply control of their inter-annual variability. Water Resour. Res. 38, 1206 (2002)
Du, M.Y., Kawashima, S., Yonemura, S., Zhang, X.Z., Chen, S.B.: Mutual influence between human activities and climate change in the Tibetan Plateau during recent years. Glob. Planet. Change 41(3–4), 241–249 (2004). https://doi.org/10.1016/j.gloplacha.2004.01.010
Liu, X., Dai, X., Zhong, Y., Li, J., Wang, P.: Analysis of changes in the relationship between precipitation and streamflow in the Yiluo River. Theor. Appl. Climatol., China (2013). https://doi.org/10.1007/s00704-013-0833-0
Wang, W., Shao, Q., Yang, T., Peng, S., Yu, Z., Taylor, J., Xing, W., Zhao, C., Sun, F.: Changes in daily temperature and precipitation extremes in the Yellow River basin, China. Stoch. Env. Res. Risk Assess. 27(2), 401–421 (2012). https://doi.org/10.1007/s00477-012-0615-8
Zhang, X.P., Zhang, L., Zhao, J., Rustomji, P., Hairsine, P.: Responses of streamflow to changes in climate and land use/cover in the Loess Plateau, China. Water Resour. Res. 44 (2004). https://doi.org/10.1029/2007wr006711
Huang, M., Zhang, L.: Hydrological responses to conservation practices in a catchment of the Loess Plateau, China. Hydrol. Process. 18(10), 1885–1898 (2004). https://doi.org/10.1002/hyp.1454
Wang, H., Yang, Z., Saito, Y., Liu, J.P., Sun, X.: Interannual and seasonal variation of the Huanghe (Yellow River) water discharge over the past 50 years: connections to impacts from ENSO events and dams. Glob. Planet. Change 50(3–4), 212–225 (2006). https://doi.org/10.1016/j.gloplacha.2006.01.005
Yang, T., Zhang, Q., Chen, Y.D., Tao, X., Xu, C.-Y., Chen, X.: A spatial assessment of hydrologic alteration caused by dam construction in the middle and lower Yellow River, China. Hydrol. Process. 22(18), 3829–3843 (2008). https://doi.org/10.1002/hyp.6993
Fu, G., Chen, S., Liu, C., Shepard, D.: Hydro-climatic trends of the Yellow River basin for the last 50 years. Clim. Change 65(1), 149–178 (2004). https://doi.org/10.1023/b:clim.0000037491.95395.bb
Xu, J., Li, X., Chen, J., Gao, Y., Li, M.: The Influence of Water Conservancy Projects on Storm-Flood-Sediment in the Middle Reaches of Yellow River Basin. Water Conservancy Press, Zhenzhou, China (2009)
Dong, Q., Chen, X., Chen, T.: Characteristics and changes of extreme precipitation in the Yellow-Huaihe and Yangtze-Huaihe rivers basins, China. J. Clim. 24(14), 3781–3795 (2011). https://doi.org/10.1175/2010JCLI3653.1
Yue, S., Wang, C.Y.: Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test. Water Resour. Res. 28(6) (2007)
Kendall, M.: Rank Correlation Methods (Charles Griffin Book Series). Oxford University Press (1990)
Helsel, D.R., Hirsch, R.M.: Statistical Methods in Water Resources. Elsevier, Amsterdam (1992)
Li, L.J., Zhang, L., Wang, H., Wang, J., Yang, J.W., Jiang, D.J., Li, J.Y., Qin, D.Y.: Assessing the impact of climate variability and human activities on streamflow from the Wuding River basin in China. Hydrol. Process. 21(25), 3485–3491 (2007). https://doi.org/10.1002/hyp.6485
Zhang, X.P., Zhang, L., Zhao, J., Rustomji, P., Hairsine, P.: Responses of streamflow to changes in climate and land use/cover in the Loess Plateau, China. Water Resour. Res. 44 (2008) https://doi.org/10.1029/2007wr006711
Wang, W.G., Shao, Q.X., Peng, S.Z., Zhang, Z.X., Xing, W.Q., An, G.Y., Yong, B.: Spatial and temporal characteristics of changes in precipitation during 1957–2007 in the Haihe River basin, China. Stoch. Env. Res. Risk Assess. 25(7), 881–895 (2011). https://doi.org/10.1007/s00477-011-0469-5
Yue, S., Wang, C.Y.: Applicability of pre-whitening to eliminate the influence of serial correlation on the Mann-Kendall test. Water Resour. Res. 38(6) (2002). https://doi.org/10.1029/2001wr000861
Arora, V.K.: The use of the aridity index to assess climate change effect on annual runoff. J. Hydrol. 265(1–4), 164–177 (2002). https://doi.org/10.1016/S0022-1694(02)00101-4
Dooge, J.C.I., Bruen, M., Parmentier, B.: A simple model for estimating the sensitivity of runoff to long-term changes in precipitation without a change in vegetation. Adv. Water Resour. 23(2), 153–163 (1999). https://doi.org/10.1016/S0309-1708(99)00019-6
Pike, J.: The estimation of annual runoff from meteorological data in a tropical climate. J. Hydrol. 2, 116–123 (1964). https://doi.org/10.1016/0022-1694(64)90022-8
Fu, B.: On the calculation of the evaporation from land surface. Sci. Atmos. Sin. 5, 23–31 (1981)
Zhang, L., Dawes, W.R., Walker, G.R.: Response of mean annual evapotranspiration to vegetation changes at catchment scale. Water Resour. Res. 37(3), 701–708 (2001). https://doi.org/10.1029/2000wr900325
Milly, P.C.D., Betancourt, J., Falkenmark, M., Hirsch, R.M., Kundzewicz, Z.W., Lettenmaier, D.P., Stouffer, R.J.: Climate change—stationarity is dead: whither water management? Science 319(5863), 573–574 (2008). https://doi.org/10.1126/science.1151915
Fernandez, W., Vogel, R.M., Sankarasubramanian, A.: Regional calibration of a watershed model. Hydrol. Sci. J. Des. Sci. Hydrol. 45(5), 689–707 (2000). https://doi.org/10.1080/02626660009492371
Alley, W.M.: On the treatment of evapotranspiration, soil-moisture accounting, and aquifer recharge in monthly water-balance models. Water Resour. Res. 20(8), 1137–1149 (1984). https://doi.org/10.1029/WR020i008p01137
Nasseri, M., Zahraie, B., Ansari, A., Solomatine, D.P.: Uncertainty assessment of monthly water balance models based on incremental modified fuzzy extension principle method. J. Hydroinformatics 15(4), 1340–1360 (2013). https://doi.org/10.2166/hydro.2013.159
Dang, S.Z., Dong, G.T., Jiang, X.H., He, H.M., Zhang, W.G.: Impacts of climate change and human activities on runoff in the upper reaches of Jinghe river. S. N. Water Transf. Water Sci. Technol. 04 (2014). https://doi.org/10.13476/j.cnki.nsbdqk.2014.04.007
Wu, Z.T., Zhang, H.J., Krause, C.M., Cobb, N.S.: Climate change and human activities: a case study in Xinjiang, China. Clim. Change 99(3–4), 457–472 (2010). https://doi.org/10.1007/s10584-009-9760-6
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This research was supported by the National Science and Technology Support Program of China (2012BAC09B05), the National Natural Sciences Foundation of China (90302009) and the Ministry of Water Resources of China (201101047).
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Long, QB. (2019). Impacts of Climate Variability and Human Activities on Runoff: A Case Study in the Jinghe River Basin. In: Dong, W., Lian, Y., Zhang, Y. (eds) Sustainable Development of Water Resources and Hydraulic Engineering in China. Environmental Earth Sciences. Springer, Cham. https://doi.org/10.1007/978-3-319-61630-8_30
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