Skip to main content

Advertisement

Log in

Quantifying future changes in glacier melt and river runoff in the headwaters of the Urumqi River, China

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

Climate change is likely to have significant effects on the water cycle in glacierized basins. Here, the glacier-enhanced Soil and Water Assessment Tool (SWAT) was employed to simulate glacio-hydrological processes and to estimate the potential hydrological changes driven by downscaled future climate projections of five Global Circulation Models (GCMs) under three Representative Concentration Pathways (RCPs) in the headwaters of the Urumqi River, Tianshan Mountains, China. The evaluation indices indicated that the model performed well at simulating streamflow during the calibration and validation. The GCM-predicted mean temperature and precipitation both increase. The periods of 1966–1995, 2016–2045 and 2066–2095 were used as the baseline, the near future, and the far future periods, respectively. The results showed different runoff characteristics under various scenarios in the Urumqi Glacier No. 1 (UG1) sub-basin and Urumqi River Basin (URB) due to distinct melt water contributions. In the UG1 sub-basin, the ice melt and glacier melt are expected to reach peak water in the near future and sharply decline in the far future, and the sub-basin runoff would gradually decrease under all RCPs. In the URB, the ice melt and glacier melt rapidly decrease but the river runoff remains stable under RCP 2.6 and RCP 4.5, with a slight decrease under RCP 8.5. The grouped glacier area with small size class shows a rapid retreat rate. It was also found that melt water from three grouped glaciers exhibit different responses to future scenarios.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • Abdo KS, Fiseha BM, Rientjes THM, Gieske ASM, Haile AT (2009) Assessment of climate change impacts on the hydrology of Gilgel Abay catchment in Lake Tana basin, Ethiopia. Hydrol Process 23(26):3661–3669

    Google Scholar 

  • Arnold JG, Allen PM, Bernhardt G (1993) A comprehensive surface-groundwater flow model. J Hydrol 142(1–4):47–69

    Article  Google Scholar 

  • Baraer M, Mark BG, McKenzie JM, Condom T, Bury J, Huh KI, Portocarrero C, Gomez J, Rathay S (2012) Glacier recession and water resources in Peru’s Cordillera Blanca. J Glaciol 58(207):134–150

    Article  Google Scholar 

  • Bolch T (2007) Climate change and glacier retreat in northern Tien Shan (Kazakhstan/Kyrgyzstan) using remote sensing data. Glob Planet Change 56(1–2):1–12

    Article  Google Scholar 

  • Braun L, Hagg W (2009) Present and future impact of snow cover and glaciers on runoff from mountain regions—comparison between Alps and Tien Shan. Assess. In: Braun L, Hagg W, Severskiy I, Young G (eds) Assessment of snow, glacier and water resources in Asia. IHP/HWRP, Koblenz, pp 36–43

    Google Scholar 

  • Chen J, Ohmura A (1990) Estimation of Alpine glacier water resources and their change since the 1870s. IAHS Publ 193:127–135

    Google Scholar 

  • Chen J, Brissette FP, Leconte R (2011) Uncertainty of downscaling method in quantifying the impact of climate change on hydrology. J Hydrol 401(3–4):190–202

    Article  Google Scholar 

  • Chen RS, Qing WW, Liu SY, Han HD, He XB, Wang J, Liu GY (2012) The relationship between runoff and ground temperature in glacierized catchments in China. Environ Earth Sci 65(3):681–687

    Article  Google Scholar 

  • Collins DN (1998) Outburst and rainfall-induced peak runoff events in highly glacierized Alpine basins. Hydrol Process 12(15):2369–2381

    Article  Google Scholar 

  • Cui YH, Ye BS, Wang J, Liu YC (2013) Influence of degree-day factor variation on the mass balance of Glacier No. 1 at the Headwaters of Urumqi River, China. J Earth Sci China 24(6):1008–1022

    Article  Google Scholar 

  • Diaz-Nieto J, Wilby RL (2005) A comparison of statistical downscaling and climate change factor methods: impacts on low flows in the River Thames, United Kingdom. Clim Change 69(2–3):245–268

    Article  Google Scholar 

  • Dickerson-Lange SE, Mitchell R (2014) Modeling the effects of climate change projections on streamflow in the Nooksack River basin, Northwest Washington. Hydrol Process 28(20):5236–5250

    Article  Google Scholar 

  • Ding YJ, Liu SY, Li J, Shangguan DH (2006) The retreat of glaciers in response to recent climate warming in western China. Ann Glaciol 43:97–105

    Article  Google Scholar 

  • Feng F, Li ZQ, Jin S, Dong ZW, Wang FT (2012) Hydrochemical characteristics and solute dynamics of meltwater runoff of Urumqi Glacier No. 1, eastern Tianshan, northwest China. J Mt Sci-Engl 9(4):472–482

    Article  Google Scholar 

  • Gan R, Luo Y, Zuo Q, Sun L (2015) Effects of projected climate change on the glacier and runoff generation in the Naryn River Basin, Central Asia. J Hydrol 523:240–251

    Article  Google Scholar 

  • Gao MJ, Han TD, Ye BS, Jiao KQ (2013) Characteristics of melt water discharge in the Glacier No. 1 basin, headwater of Urumqi River. J Hydrol 489:180–188

    Article  Google Scholar 

  • Hagg W, Hoelzle M, Wagner S, Mayr E, Klose Z (2013) Glacier and runoff changes in the Rukhk catchment, upper Amu-Darya basin until 2050. Glob Planet Change 110:62–73

    Article  Google Scholar 

  • Han TD, Ding YJ, Ye BS, Jiao KQ (2011) Characteristics of winter mass balance of Glacier No. 1 at the headwaters of the Urumqi River, Tianshan Mountains. Environ Earth Sci 63(4):695–700

    Article  Google Scholar 

  • Honti M, Scheidegger A, Stamm C (2014) The importance of hydrological uncertainty assessment methods in climate change impact studies. Hydrol Earth Syst Sc 18(8):3301–3317

    Article  Google Scholar 

  • Jansson P, Hock R, Schneider T (2003) The concept of glacier storage: a review. J Hydrol 282(1–4):116–129

    Article  Google Scholar 

  • Kriegel D, Mayer C, Hagg W, Vorogushyn S, Duethmann D, Gafurov A, Farinotti D (2013) Changes in glacierisation, climate and runoff in the second half of the 20th century in the Naryn basin, Central Asia. Glob Planet Change 110:51–61

    Article  Google Scholar 

  • Kutuzov S, Shahgedanova M (2009) Glacier retreat and climatic variability in the eastern Terskey-Alatoo, inner Tien Shan between the middle of the 19th century and beginning of the 21st century. Glob Planet Change 69(1–2):59–70

    Article  Google Scholar 

  • Li BL, Zhu AX, Zhang YC, Pei T, Qin CZ, Zhou CH (2006) Glacier change over the past four decades in the middle Chinese Tien Shan. J Glaciol 52(178):425–432

    Article  Google Scholar 

  • Li ZQ, Wang WB, Zhang MJ, Wang FT, Li HL (2010) Observed changes in streamflow at the headwaters of the Urumqi River, eastern Tianshan, central Asia. Hydrol Process 24(2):217–224

    Google Scholar 

  • Liu SY, Ding YJ, Wang NL, Xie ZC (1998) Mass balance sensitivity to climate change of the Glacier No. 1 at the Urumqi River Head, Tianshan Mts. J Glaciol Geocryol 20(1):9–13 (in Chinese)

    Google Scholar 

  • Liu CH, Shi YF, Wang ZT, Xie ZC (2000) Glacier resources and their distributive characteristics in China—a review on Chinese Glacier Inventory. J Glaciol Geocryol 22(2):106–112 (in Chinese)

    Google Scholar 

  • Liu YL, Zhang JY, Wang GQ, Liu JF, He RM, Wang HJ, Liu CS, Jin JL (2012) Quantifying uncertainty in catchment-scale runoff modeling under climate change (case of the Huaihe River, China). Quat Int 282:130–136

    Article  Google Scholar 

  • Liu SY, Yao XJ, Guo WQ, Xu JL, Shangguan DH, Wei JF, Bao WJ, Wu LZ (2015) The contemporary glaciers in China based on the Second Chinese Glacier Inventory. Acta Geogr Sinica 70(1):3–16 (in Chinese)

    Google Scholar 

  • Luo Y, Arnold J, Allen P, Chen X (2012) Baseflow simulation using SWAT model in an inland river basin in Tianshan Mountains, Northwest China. Hydrol Earth Syst Sc 16(4):1259–1267

    Article  Google Scholar 

  • Luo Y, Arnold J, Liu SY, Wang XY, Chen X (2013) Inclusion of glacier processes for distributed hydrological modeling at basin scale with application to a watershed in Tianshan Mountains, northwest China. J Hydrol 477:72–85

    Article  Google Scholar 

  • Lutz AF, Immerzeel WW, Shrestha AB, Bierkens MFP (2014) Consistent increase in High Asia’s runoff due to increasing glacier melt and precipitation. Nat Clim Change 4(7):587–592

    Article  Google Scholar 

  • Ma C, Sun L, Liu S, Shao Ma, Luo Y (2015) Impact of climate change on the streamflow in the glacierized Chu River Basin, Central Asia. J Arid Land 7(4):501–513

    Article  Google Scholar 

  • Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans Asabe 50(3):885–900

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Pouyaud B, Zapata M, Yerren J, Gomez J, Rosas G, Suarez W, Ribstein P (2005) On the future of the water resources from glacier melting in the Cordillera Blanca, Peru. Hydrol Sci J 50(6):999–1022

    Article  Google Scholar 

  • Singh R, van Werkhoven K, Wagener T (2014) Hydrological impacts of climate change in gauged and ungauged watersheds of the Olifants basin: a trading-space-for-time approach. Hydrol Sci J 59(1):29–55

    Article  Google Scholar 

  • Sorg A, Bolch T, Stoffel M, Solomina O, Beniston M (2012) Climate change impacts on glaciers and runoff in Tien Shan (Central Asia). Nat Clim Change 2(10):725–731

    Article  Google Scholar 

  • Sorg A, Mosello B, Shalpykova G, Allan A, Clarvis MH, Stoffel M (2014) Coping with changing water resources: the case of the Syr Darya river basin in Central Asia. Environ Sci Policy 43:68–77

    Article  Google Scholar 

  • Stahl K, Moore RD, Shea JM, Hutchinson D, Cannon AJ (2008) Coupled modelling of glacier and streamflow response to future climate scenarios. Water Resour Res 44(2):W02422

    Article  Google Scholar 

  • Suarez W, Chevallier P, Pouyaud B, Lopez P (2008) Modelling the water balance in the glacierized Paron Lake basin (White Cordillera, Peru). Hydrol Sci J 53(1):266–277

    Article  Google Scholar 

  • Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of Cmip5 and the experiment design. Bull Am Meteorol Soc 93(4):485–498

    Article  Google Scholar 

  • Teng J, Vaze J, Chiew FHS, Wang B, Perraud JM (2012) Estimating the relative uncertainties sourced from GCMs and hydrological models in modeling climate change impact on runoff. J Hydrometeorol 13(1):122–139

    Article  Google Scholar 

  • Unger-Shayesteh K, Vorogushyn S, Farinotti D, Gafurov A, Duethmann D, Mandychev A, Merz B (2013) What do we know about past changes in the water cycle of Central Asian headwaters? A review. Glob Planet Change 110:4–25

    Article  Google Scholar 

  • van Vuuren DP, Edmonds J, Kainuma M, Riahi K, Thomson A, Hibbard K, Hurtt GC, Kram T, Krey V, Lamarque JF, Masui T, Meinshausen M, Nakicenovic N, Smith SJ, Rose SK (2011) The representative concentration pathways: an overview. Clim Change 109(1–2):5–31

    Article  Google Scholar 

  • Wang L, Wang FT, Li ZQ, Wang WB, Li HL, Wang PY (2015) Glacier changes in the Sikeshu River basin, Tienshan Mountains. Quat Int 358:153–159

    Article  Google Scholar 

  • Winchell M, Srinivasan R, Di Luzio M, Arnold J (2007) Arc-SWAT interface for SWAT2005-user’s guide. USDA Agricultural Research Service and Texas A&M Blackland Research Center, Temple

    Google Scholar 

  • Woldemeskel FM, Sharma A, Sivakumar B, Mehrotra R (2014) A framework to quantify GCM uncertainties for use in impact assessment studies. J Hydrol 519:1453–1465

    Article  Google Scholar 

  • Wu J, Luo Y, Li J, Li CX, Yuan L, Yang LM (2014) Evaluation of CMIP5 modes’s simulation ability in the northwest arid areas of China. Arid Land Geogr 37(3):499–508 (in Chinese)

    Google Scholar 

  • Xu XK, Pan BL, Hu E, Li YJ, Liang YH (2011) Responses of two branches of Glacier No. 1 to climate change from 1993 to 2005, Tianshan, China. Quat Int 236:143–150

    Article  Google Scholar 

  • Zhang WC, Chen J, Ogawa K, Yamaguchi Y (2005) An approach to estimating evapotranspiration in the Urumqi River basin, Tianshan, China, by means of remote sensing and a geographical information system technique. Hydrol Process 19(9):1839–1854

    Article  Google Scholar 

  • Zhang GF, Li ZQ, Wang WB, Wang WD (2014) Rapid decrease of observed mass balance in the Urumqi Glacier No. 1, Tianshan Mountains, central Asia. Quat Int 349:135–141

    Article  Google Scholar 

  • Zhao ZP, Tian L, Fischer E, Li ZQ, Jiao KQ (2008) Study of chemical composition of precipitation at an alpine site and a rural site in the Urumqi River Valley, Eastern Tien Shan, China. Atmos Environ 42(39):8934–8942

    Article  Google Scholar 

Download references

Acknowledgments

This study was funded by National Natural Science Foundation of China (Grant No. 41130641), and Ministry of Science and Technology of China (Grant No. 2010DFA92720 and Grant No. 2012BAC19B07).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yi Luo.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 208 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Y., Luo, Y. & Sun, L. Quantifying future changes in glacier melt and river runoff in the headwaters of the Urumqi River, China. Environ Earth Sci 75, 770 (2016). https://doi.org/10.1007/s12665-016-5563-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-016-5563-z

Keywords

Navigation