Skip to main content

Advertisement

Log in

Climate change decreased the effect of meltwater on cotton production in the Yarkant river basin of arid northwest China

  • Original Paper
  • Published:
Irrigation Science Aims and scope Submit manuscript

Abstract

Glacial and snow meltwater from high mountains plays a critical role in the regulation of river discharge and impacts the irrigation of croplands in arid regions. In this study, the variable infiltration capacity (VIC)-glacier hydrological model combined with a crop yield model (CROPR model) was used to investigate the significance of meltwater to irrigation and cotton yield in the Yarkant River basin of arid Northwest China. The results indicated that the annual meltwater followed an increasing trend at a rate of 0.5 mm/10 a during 1960–2017. The warm–dry to warm–wet climate during recent decades has been driving the increasing annual total discharge and meltwater and the decreasing total irrigation, irrigation from meltwater and contribution of meltwater to cotton yield. The effect of precipitation on irrigation from meltwater and the contribution of meltwater to cotton production were greater than those of temperature. Increasing precipitation decreased the impact of meltwater on irrigation and cotton production. This study is helpful for the scientific management of cryospheric water resources and addressing the risk of water shortages in the arid region of Northwest China.

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
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17

Similar content being viewed by others

Availability of data and materials

Data and materials are available from the corresponding author upon reasonable request.

References

  • Asadi Zarch MA, Sivakumar B, Sharma A (2015) Assessment of global aridity change. J Hydrol 520:300–313. https://doi.org/10.1016/j.jhydrol.2014.11.033

    Article  Google Scholar 

  • Barnett TP, Adam JC, Lettenmaier DP (2005) Potential impacts of a warming climate on water availability in snow-dominated regions. Nature 438(7066):303–309

    Article  CAS  PubMed  Google Scholar 

  • Biemans H, Siderius C, Lutz AF, Nepal S, Ahmad B, Hassan T, von Bloh W, Wijngaard RR, Wester P, Shrestha AB, Immerzeel WW (2019) Importance of snow and glacier meltwater for agriculture on the Indo-Gangetic Plain. Nature Sustainability 2(7):594–601

    Article  Google Scholar 

  • Center NTPD (2019) Chinese Academy of Sciences Resource and Environmental Science Data Center (http://www.resdc.cn/) Landuse dataset in China (1980–2015).

  • Chen YN, Li WH, Deng HJ, Fang GH, Li Z (2016) Changes in central Asia’s water tower: past present and future. Scientific Rep 6:35458

    Article  CAS  Google Scholar 

  • Farr TG, Rosen PA, Caro E, Crippen R, Duren R, Hensley S, Kobrick M, Paller M, Rodriguez E, Roth L, Seal D, Shaffer S, Shimada J, Umland J, Werner M, Oskin M, Burbank D, Alsdorf D (2007) The shuttle radar topography mission. Rev Geophysics. https://doi.org/10.1029/2005RG000183

    Article  Google Scholar 

  • Gao X, Ye BS, Zhang SQ, Qiao CJ, Zhang XW (2010) Glacier runoff variation and its influence on river runoff during 1961–2006 in the Tarim river basin. China Sci China-Earth Sci 53(6):880–891

    Article  Google Scholar 

  • Gao HK, Ding YJ, Zhao QD, Hrachowitz M, Savenije HHG (2017a) The importance of aspect for modelling the hydrological response in a glacier catchment in central Asia. Hydrol Process 31(16):2842–2859

    Article  Google Scholar 

  • Gao HK, Han TD, Liu YC, Zhao QD (2017b) Use of auxiliary data of topography, snow and ice to improve model performance in a glacier-dominated catchment in central Asia. Hydrol Res 48(5):1418–1437

    Article  Google Scholar 

  • Guo L, Cao H, Helgason WD, Yang H, Wu X, Li H (2022) Effect of drip-line layout and irrigation amount on yield, irrigation water use efficiency, and quality of short-season tomato in northwest China. Agricultural Water Manag. https://doi.org/10.1016/j.agwat.2022.107731

    Article  Google Scholar 

  • Hagg W, Braun LN, Kuhn M, Nesgaard TI (2007) Modelling of hydrological response to climate change in glacierized central Asian catchments. J Hydrol 332(1–2):40–53

    Article  Google Scholar 

  • Hansen M, Defries R, Townshend JRG, Sohlberg R (1998) UMD Global Land Cover Classification, 1 Kilometer, 1.0.

  • Hao X-m, Chen Y-n, Li W-h (2009) Impact of anthropogenic activities on the hydrologic characters of the mainstream of the Tarim river in Xinjiang during the past 50 years. Environ Geology 57(2):435–445. https://doi.org/10.1007/s00254-008-1314-0

    Article  Google Scholar 

  • Hock R (2003) Temperature index melt modelling in mountain areas. J Hydrol 282(1–4):104–115

    Article  Google Scholar 

  • Huang J, Yu H, Guan X, Wang G, Guo R (2015) Accelerated dryland expansion under climate change. Nat Clim Change 6(2):166–171. https://doi.org/10.1038/nclimate2837

    Article  Google Scholar 

  • Huang SC, Wortmann M, Duethmann D, Menz C, Shi FZ, Zhao CY, Su BD, Krysanova V (2018) Adaptation strategies of agriculture and water management to climate change in the upper Tarim river basin, NW China. Agric Water Manag 203:207–224

    Article  Google Scholar 

  • Huss M, Hock R (2018) Global-scale hydrological response to future glacier mass loss. Nat Clim Chang 8(2):135–140

    Article  Google Scholar 

  • Jagermeyr J, Gerten D, Heinke J, Schaphoff S, Kummu M, Lucht W (2015) Water savings potentials of irrigation systems: global simulation of processes and linkages. Hydrol Earth Syst Sci 19(7):3073–3091

    Article  Google Scholar 

  • Jin H, Chen X, Wu P, Song C, Xia W (2021) Evaluation of spatial-temporal distribution of precipitation in mainland China by statistic and clustering methods. Atmos Res. https://doi.org/10.1016/j.atmosres.2021.105772

    Article  PubMed  PubMed Central  Google Scholar 

  • Kan B, Su F, Xu B, Xie Y, Li J, Zhang H (2018) Generation of high mountain precipitation and temperature data for a quantitative assessment of flow regime in the upper Yarkant basin in the Karakoram. J Geophys Re Atmos 123:8462–8486

    Article  Google Scholar 

  • Li B, Chen Y, Shi X (2012) Why does the temperature rise faster in the arid region of northwest China? J Geophys Res: Atmos. https://doi.org/10.1029/2012jd017953

    Article  Google Scholar 

  • Li Z, Chen YN, Li WH, Deng HJ, Fang GH (2015) Potential impacts of climate change on vegetation dynamics in central Asia. J Gerontol Ser A Biol Med Sci 120(24):12345–12356

    Google Scholar 

  • Li BF, Chen YN, Chen ZS, Xiong HG, Lian LS (2016) Why does precipitation in northwest China show a significant increasing trend from 1960 to 2010? Atmos Res 167:275–284

    Article  Google Scholar 

  • Li CH, Su FG, Yang DQ, Tong K, Meng FC, Kan BY (2018) Spatiotemporal variation of snow cover over the Tibetan plateau based on MODIS snow product, 2001–2014. Int J Climatol 38(2):708–728

    Article  CAS  Google Scholar 

  • Li ZH, Shi XG, Tang QH, Zhang YQ, Gao HL, Pan XC, Dery SJ, Zhou P (2020) Partitioning the contributions of glacier melt and precipitation to the 1971–2010 runoff increases in a headwater basin of the Tarim river. J Hydrol 583:124579

    Article  Google Scholar 

  • Li HW, Li Z, Chen YN, Xiang YY, Liu YC, Kayumba PM, Li XY (2021) Drylands face potential threat of robust drought in the CMIP6 SSPs scenarios. Environ Res Lett 16(11):114004

    Article  Google Scholar 

  • Liang X, Lettenmaier DP, Wood EF, Burges SJ (1994) A simple hydrologically based model of land surface water and energy fluxes for general circulation models. J Geophys Res Atmos 99(D7):14415–14428

    Article  Google Scholar 

  • Liang X, Lettenmaier DP, Wood EF (1996) One-dimensional statistical dynamic representation of subgrid spatial variability of precipitation in the two-layer variable infiltration capacity model. J Geophys Res 101(D16):21403–21422

    Article  Google Scholar 

  • Ling H, Xu H, Fu J (2013) High- and low-flow variations in annual runoff and their response to climate change in the headstreams of the Tarim river, Xinjiang China. Hydrol Processes 27(7):975–988. https://doi.org/10.1002/hyp.9274

    Article  Google Scholar 

  • Liu SY, Yao XJ, Guo WQ, Shangguan DH, Wei JF, Bao WJ, Wu LZ (2015) The contemporary glaciers in China based on the second Chinese glacier inventory. Acta Geogr Sin 70:3–16

    Google Scholar 

  • Lohmann D, Raschke E, Nijssen B, Lettenmaier DP (1998) Regional scale hydrology: I. Formulation of the VIC-2L model coupled to a routing model. Int Assoc Scientific Hydrol Bull 43(1):131–141

    Article  Google Scholar 

  • Molg T, Maussion F, Scherer D (2014) Mid-latitude westerlies as a driver of glacier variability in monsoonal high Asia. Nat Clim Chang 4(1):68–73

    Article  Google Scholar 

  • Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models part I—A discussion of principles—science direct. J Hydrol 10(3):282–290

    Article  Google Scholar 

  • Qi J, Kulmatov R (2008) An overview of environmental issues in central Asia. Nato Sci Peace Secur. https://doi.org/10.1007/978-1-4020-8960-2_1

    Article  Google Scholar 

  • Qian L, Wang X, Luo W, Qi Z, Sun H, Luo Y (2017) An improved CROPR model for estimating cotton yield under soil aeration stress. Crop Pasture Sci. https://doi.org/10.1071/cp16426

    Article  Google Scholar 

  • Shifteh Some’e B, Ezani A, Tabari H (2012) Spatiotemporal trends of aridity index in arid and semi-arid regions of Iran. Theor Appl Climatol 111(1–2):149–160. https://doi.org/10.1007/s00704-012-0650-x

    Article  Google Scholar 

  • Su F, Zhang L, Ou T, Chen D, Yao T, Tong K, Qi Y (2016) Hydrological response to future climate changes for the major upstream river basins in the Tibetan plateau. Glob Planet Change 136:82–95

    Article  Google Scholar 

  • Tan L, Feng P, Li B, Huang F, Liu DL, Ren P, Liu H, Srinivasan R, Chen Y (2022) Climate change impacts on crop water productivity and net groundwater use under a double-cropping system with intensive irrigation in the Haihe River Basin China. Agri Water Manag. https://doi.org/10.1016/j.agwat.2022.107560

    Article  Google Scholar 

  • Thomas RJ (2008) Opportunities to reduce the vulnerability of dryland farmers in central and west Asia and north Africa to climate change. Agr Ecosyst Environ 126(1–2):36–45

    Article  Google Scholar 

  • Tulip SS, Siddik MS, Islam MN, Rahman A, TorabiHaghighi A, Mustafa SMT (2022) The impact of irrigation return flow on seasonal groundwater recharge in northwestern Bangladesh. Agr Water Manag. https://doi.org/10.1016/j.agwat.2022.107593

    Article  Google Scholar 

  • Ul-Allah S, Rehman A, Hussain M, Farooq M (2021) Fiber yield and quality in cotton under drought: Effects and management. Agr Water Manag. https://doi.org/10.1016/j.agwat.2021.106994

    Article  Google Scholar 

  • Unger-Shayesteh K, Vorogushyn S, Merz B, Frede HG (2013) Introduction to “water in central Asia—Perspectives under global change.” Glob Planet Change 110:1–3

    Article  Google Scholar 

  • Wang YF, Shen YJ, Chen YN, Guo Y (2013) Vegetation dynamics and their response to hydroclimatic factors in the Tarim river basin. China Ecohydrology 6(6):927–936

    Article  CAS  Google Scholar 

  • Wang X, Luo Y, Sun L, Shafeeque M (2021) Different climate factors contributing for runoff increases in the high glacierized tributaries of Tarim river basin China. J Hydrol: Reg Stud 36:100845. https://doi.org/10.1016/j.ejrh.2021.100845

    Article  Google Scholar 

  • Wu H, Xu M, Peng Z, Chen X (2022a) Quantifying the potential impacts of meltwater on cotton yields in the Tarim river basin central Asia. Agr Water Manag. https://doi.org/10.1016/j.agwat.2022.107639

    Article  Google Scholar 

  • Wu Q, Zuo Q, Han C, Ma J (2022b) Integrated assessment of variation characteristics and driving forces in precipitation and temperature under climate change: a case study of upper yellow river basin China. Atm Res. https://doi.org/10.1016/j.atmosres.2022.106156

    Article  Google Scholar 

  • Xu M, Kang S, Wu H, Yuan X (2018a) Detection of spatio-temporal variability of air temperature and precipitation based on long-term meteorological station observations over Tianshan mountains central Asia. Atm Res 203:141–163. https://doi.org/10.1016/j.atmosres.2017.12.007

    Article  Google Scholar 

  • Xu M, Wu H, Kang SC (2018b) Impacts of climate change on the discharge and glacier mass balance of the different glacierized watersheds in the Tianshan mountains central Asia. Hydrol Process 32(1):126–145. https://doi.org/10.1002/hyp.11409

    Article  Google Scholar 

  • Xu M, Wang X, Sun T, Wu H, Li X, Kang S (2019) Water balance change and its implications to vegetation in the Tarim river basin Central asia. Quat Int 523:25–36. https://doi.org/10.1016/j.quaint.2019.06.011

    Article  Google Scholar 

  • Yang YM, Yang YH, Han SM, Macadam I, Liu DL (2014) Prediction of cotton yield and water demand under climate change and future adaptation measures. Agric Water Manag 144:42–53

    Article  Google Scholar 

  • Yao J, Chen Y, Guan X, Zhao Y, Chen J, Mao W (2022) Recent climate and hydrological changes in a mountain–basin system in Xinjian China. Earth Sci Rev. https://doi.org/10.1016/j.earscirev.2022.103957

    Article  Google Scholar 

  • Yu Y, Yu RD, Chen X, Yu GA, Gan M, Disse M (2017) Agricultural water allocation strategies along the oasis of Tarim river in northwest China. Agric Water Manag 187:24–36

    Article  Google Scholar 

  • Zhang SQ, Ye BS, Liu SY, Zhang XW, Hagemann S (2012) A modified monthly degree-day model for evaluating glacier runoff changes in China part i: model development. Hydrol Processes 26(11):1686–1696

    Article  Google Scholar 

  • Zhang LL, Su FG, Yang DQ, Hao ZC, Tong K (2013) Discharge regime and simulation for the upstream of major rivers over Tibetan Plateau. J Gerontol Ser A Biol Med Sci 118(15):8500–8518

    Google Scholar 

  • Zhang Y, Wang Y, Niu H (2019) Effects of temperature, precipitation and carbon dioxide concentrations on the requirements for crop irrigation water in China under future climate scenarios. Sci Total Environ 656:373–387. https://doi.org/10.1016/j.scitotenv.2018.11.362

    Article  CAS  PubMed  Google Scholar 

  • Zhang L, Chu Q-q, Jiang Y-l, Chen F, Lei Y-d (2021) Impacts of climate change on drought risk of winter wheat in the north China plain. J Integr Agri 20(10):2601–2612. https://doi.org/10.1016/s2095-3119(20)63273-7

    Article  Google Scholar 

  • Zhao QD, Ye BS, Ding YJ, Zhang SQ, Yi SH, Wang J, Shangguan DH, Zhao CC, Han HD (2013) Coupling a glacier melt model to the Variable Infiltration Capacity (VIC) model for hydrological modeling in north-western China. Environ Earth Sci 68(1):87–101

    Article  Google Scholar 

  • Zhao QD, Zhang SQ, Ding YJ, Wang J, Han HD, Xu JL, Zhao CC, Guo WQ, Shangguan DH (2015) Modeling hydrologic response to climate change and shrinking glaciers in the highly Glacierized Kunma like river catchment, central Tian Shan. J Hydrometeorol 16(6):2383–2402

    Article  Google Scholar 

  • Zhou Q, Chen L, Singh VP, Zhou JZ, Chen XH, Xiong LH (2019) Rainfall-runoff simulation in karst dominated areas based on a coupled conceptual hydrological model. J Hydrol 573:524–533

    Article  Google Scholar 

Download references

Funding

The glacier dataset is provided by the National Cryosphere Desert Data Center (http://www.ncdc.ac.cn). The land cover/land use dataset is provided by the National Tibetan Plateau Data Center (http://data.tpdc.ac.cn). This study was supported by the National Natural Science Foundation of China (41971094, 52009118), the project of State Key Laboratory of Cryospheric Science (SKLCS-ZZ-2023, SKLCS-OP-2021–11), the Strategic Priority Research Program of Chinese Academy of Sciences (XDA20100305), and the Youth Innovation Promotion Association CAS (2019414).

Author information

Authors and Affiliations

Authors

Contributions

Min Xu, Hao Wu and wrote the main manuscript text Xiaoping Chen and Yuanning Wang prepared figures. All authors reviewed the manuscript.

Corresponding author

Correspondence to Hao Wu.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xu, M., Wu, H., Kang, S. et al. Climate change decreased the effect of meltwater on cotton production in the Yarkant river basin of arid northwest China. Irrig Sci 42, 99–114 (2024). https://doi.org/10.1007/s00271-023-00862-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00271-023-00862-x

Navigation