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Quantitative analysis of the effects of climate change and human activities on the runoff in the Shiyang River Basin

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Abstract

Linear regression, inverse distance weighting analyses, and Budyko’s hypothesis were applied to the Shiyang River Basin. The spatial and temporal characteristics of runoff from the main stream and tributaries in the Shiyang River Basin from 1959 to 2017 were analyzed. Furthermore, the contributions of climate change and human activities to runoff in the Shiyang River Basin were quantitatively resolved. The annual runoff showed a decreasing trend (0.06 × 108 m3/10a), with a spatial distribution pattern decreasing from southwest to northeast. Runoff in the Shiyang River Basin accelerated significantly after 1990, and the growth rate was most significant in the main stem. In addition, precipitation and potential evapotranspiration increased at a rate of 7.44 and 8.46 mm/10a, respectively. The areas of farmland and urban land increased to different degrees, whereas the areas of the remaining land types decreased. The construction of hydropower stations was concentrated in the period 2004–2011. Finally, the contributions of climate change and human activity to runoff in the upper reaches were 81.17 and 18.83%, and the main factor of runoff change is climate change. The contributions of climate change and human activity to runoff in the middle and lower reaches were 15.83 and 84.17%, respectively. The main factor affecting runoff change was human activity. Climate change and human activity are the main factors affecting runoff from inland river basins in arid regions. The results provide parameter support for quantifying the impacts of climate change and human activities on inland river basin runoff and for modeling. The findings also provide a scientific basis for the rational allocation, planning, and management of water resources and the sustainable development of arid inland river basins.

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The data that support the findings of this study are available from the corresponding author upon reasonable request.

References

  • Anand J, Gosain AK, Khosa R (2018a) Prediction of land usechanges based on land change modeler and attribution of changes in the water balance of ganga basin to land use change using the swat model[J]. Sci Total Environ 644:503–519

    Article  ADS  CAS  PubMed  Google Scholar 

  • Anand J, Gosain AK, Khosa R (2018b) Prediction of land use changes based on Land Change Modeler and attribution of changes in the water balance of Ganga basin to land use change using the SWAT model. Sci Total Environ 644:503–519

    Article  ADS  CAS  PubMed  Google Scholar 

  • Fan X, Qin YY, Gao X (2021) Interpretation of the main conclusions and suggestions of IPCC AR6 Working Group I Report. Environ Prot 49(Z2):44–48 (In Chinese)

    Google Scholar 

  • He Y, Jiang XH, Wang NL et al (2019a) Changes in mountainous runoff in three inland river basins in the arid Hexi Corridor, China, and its influencing factors. Sustain Cities Soc 50:101703

    Article  Google Scholar 

  • He Y, Qiu H, Song J et al (2019b) 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

    Article  Google Scholar 

  • Jaramillo F, Destouni G (2014) Developing water change spectra and distinguishing change drivers worldwide. Geophys Res Lett 41(23):8377–8386

    Article  ADS  Google Scholar 

  • Ji G, Lai Z, Xia H et al (2021a) Future runoff variation and flood disaster prediction of the yellow river basin based on CA-Markov and SWAT. Land 10(4):421

    Article  Google Scholar 

  • Ji G, Lai Z, Xia H et al (2021b) Future runoff variation and flood disaster prediction of the Yellow River Basin based on CA-Markov and SWAT. Land 10(4):1–19

    Article  Google Scholar 

  • Li YH, Li JS, Sun C et al (2017) Mountainous runoff analysis and inflow forecast of the Shiyang River basin. J Glaciol Geocryol 39(3):651–659

    Google Scholar 

  • Li F, Zeng B, Li XG (2022a) Differential impact of climate change and human activities on runoff changes in the upper reaches of the yellow River. Pearl River 43(2):101–111 (In Chinese)

    MathSciNet  Google Scholar 

  • Li Z, Wang Y, Zhang H et al (2022b) Runoff response to changing environment in Loess Plateau, China: implications of the influence of climate, land use/land cover, and water withdrawal changes. J Hydrol 613:128458

    Article  Google Scholar 

  • Li Y, Dong ZC, Zhang C et al (2023) Comparative analysis of runoff change attribution in the Shiyang River Basin based on the SWAT model and the Budyko hypothesis. Yellow River 45(7):30–35

    Google Scholar 

  • Ni Y, Yu Z, Lv X et al (2022) Spatial difference analysis of the runoff evolution attribution in the Yellow River Basin. J Hydrol 612:128149

  • Song XM, Kong FZ, Zhan CS (2011) Assessment of water resources carrying capacity in Tianjin City of China. Water Resour Manage 25:857–873

    Article  Google Scholar 

  • Wang B, Zhao J (2018) Analysision trade-offs and synergistic relationships among multiple ecosystem services in the Shiyang River Basin. Acta Ecol Sin 38(21):7582–7595 (In Chinese)

    Google Scholar 

  • Wang WX, Duan ZH, Wang JW (2012) Impact of climate change on runoff of Shiyang River in the Qilian Mountains. J Glaciol Geocryol 34(2):469–477

    Google Scholar 

  • Wang W, Shao Q, Yang T et al (2013) Quantitative assessment of the impact of climate variability and human activities on runoff changes: a case study in four catchments of the Haihe River basin. China Hydrol Process 27(8):1158–1174

    Article  ADS  Google Scholar 

  • Wu J, Miao C, Zhang X et al (2017) Detecting the quantitative hydrological response to changes in climate and human activities. Sci Environ 586:328–337

    CAS  Google Scholar 

  • Wu ZQ, Liu XC, Liu Q et al (2022) Urban development strategies in china based on water resource constraints. Strategic Study of CAE 24(5):75–88 (In Chinese)

    Article  Google Scholar 

  • Xin JL, Sun XY, Liu L et al (2021) Quantifying the contribution of climate and underlying surface changes to alpine runoff alterations associated with glacier melting. Wiley 35:1–26

    Google Scholar 

  • Xue D, Zhou J, Zhao X et al (2021) Impacts of climate change and human activities on runoff change in a typical arid watershed. NW China Ecol Indicators 121:107013

    Article  Google Scholar 

  • Xue DX (2021) Attribution analysis of runoff changes in the Shiyang River Basin. Northwest Normal University (in Chinese).

  • Yang HB, Qi J, Xu XY et al (2014) The regional variation in climate elasticity and climate contribution to runoff across China. J Hydrol 517:607–616

    Article  Google Scholar 

  • Yuan Z, Yan D, Yang Z et al (2018) Attribution assessment and projection of naturalized runoff change in the Yellow River Basin of China. Mitig Adapt Strategies Glob Change 23:27–49

    Article  Google Scholar 

  • Zhang LL, Zhou JJ, Zhang HW (2017) Temporal and spatial patterns of climate drought-wet and drought event based on Standard Precipitation Index in Shiyang River Basin. Acta Ecol Sin 37(3):996–1007 (In Chinese)

    CAS  Google Scholar 

  • Zhang RQ, Liu JG, Gan RL et al (2021) Analysis of changes in the hydrological situation of the upper reaches of the Black River based on the improved RVA method. Arid Zone Res 38(1):29–38 (In Chinese)

    Google Scholar 

  • Zhang TT, Chen YC, Li Q et al (2022) Effects of Land-use Change on the Spatio-temporal Patterns of Runoff and Sediment in the Danjiang River Basin. Resour Environ Yangtze Basin 31(8):1797–1811

    Google Scholar 

  • Zhang JD, Liu MC, Li XY et al (2023) Characteristics of dry-wet climate change and its influence on NDVI in Shiyang River Basin. Journal of Arid Meteorology 41(5):697–704

    Google Scholar 

  • Zhou JJ, Xue DX, Lei L (2019) Impacts of climate and land cover on soil organic carbon in the Eastern Qilian Mountains. China Sustain 11(20):5790–5790

    Article  CAS  Google Scholar 

  • Zuo QT (2023) Research on sustainable utilization of water resources and its contribution to modern water control in China. Adv Earth Sci 38(1):1–8 (in Chinese)

    Google Scholar 

Download references

Acknowledgements

This study was supported by the Key R&D Plan Projects in Gansu Province(23YFFA0062), Innovative Groups in Gansu Province (20JR10RA038), Joint Funds of the National Natural Science Foundation of China (U22A202690), the National Key Research and Development Program of China (2020YFA0607702), the Second Tibetan Plateau Scientific Expedition and Research Program(2019QZKK0405),Chinese Academy of Sciences cross-innovation team project, Chinese Academy of Sciences Young Crossover Team Project(JCTD-2022-18);The "Western Light"-Key Laboratory Cooperative Research Cross-Team Project of Chinese Academy of Sciences. The Talent Support Program of Hongliu Youqing in Lanzhou University of Technology. We greatly appreciate suggestions from anonymous referees for the improvement of our paper. Thanks also to the editorial staff.

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DR and XHJ: is writing the original draft and doing formal analysis and methodology. The main contribution for LZJ: is reviewing, editing, providing conceptualization and resources, supervising, and providing the project administration. The main contribution for XB and LMQ is investigating and data curation. The main contribution for LXY is investigating and doing formal analysis.

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Correspondence to Li Zongjie.

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Appendix A

Appendix A

See Figs. 8, 9, 10, 11, 12

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Ran, D., Huijuan, X., Zongjie, L. et al. Quantitative analysis of the effects of climate change and human activities on the runoff in the Shiyang River Basin. Environ Earth Sci 83, 172 (2024). https://doi.org/10.1007/s12665-024-11456-x

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