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Xinjiang Uygur Autonomous Region, China (Grant Observing Satellite based analysis of trends and drivers.
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Conflict of interest 2019;1(1):14-27.
doi: 10.1038/s43017-019-0001-x
4. Xu M, Wu H, Kang S, Chen X, Wang Y. Climate change
The authors declare that they have no conflicts of decreased the effect of meltwater on cotton production in
interest. The funders had no role in the design of the the Yarkant river basin of arid northwest China. Irrig Sci.
study; in the collection, analysis, or interpretation of 2024;42(1):99-114.
data; in the writing of the manuscript; or in the decision doi: 10.1007/s00271-023-00862-x
to publish the results. 5. Zhan C, Liang C, Zhao L, et al. Vegetation dynamics and
its response to climate change in the yellow river Basin,
Author contributions China. Front Environ Sci. 2022;10:892747.
doi: 10.3389/fenvs.2022.892747
Conceptualization: Guoqiang Qin, Kai Yuan, Guoliang 6. Komissarov A, Komissarov M, Safin K, Ishbulatov M,
Ding Kovshov Y. Long-term irrigation effect on soil and
Formal analysis: Guoqiang Qin, Kai Yuan vegetation cover of floodplain estuaries in the Southern
Investigation: Guoqiang Qin, Kai Yuan, Qiang Guo, Urals. Asian J Water Environ Pollut. 2020;17(1):83-90.
doi: 10.3233/AJW200009
Runbo Wang 7. Chen Y, Li Z, Fan Y, Wang H, Deng H. Progress and
Methodology: Guoqiang Qin, Kai Yuan prospects of climate change impacts on hydrology
Writing–original draft: Guoqiang Qin, Kai Yuan in the arid region of northwest China. Environ Res.
Writing–review & editing: Guoqiang Qin, Guoliang Ding 2015;139:11-19.
doi: 10.1016/j.envres.2014.12.029
Availability of data 8. Li Z, Chen Y, Li W, Deng H, Fang G. Potential impacts
of climate change on vegetation dynamics in Central
This study utilized datasets that are publicly available Asia. JGR Atmos. 2015;120(24):12345-12356.
from the following sources: doi: 10.1002/2015JD023618
(i) Meteorological data were obtained from the National 9. Lioubimtseva E, Cole R, Adams JM, Kapustin G.
Meteorological Information Center - China Impacts of climate and land-cover changes in arid lands
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cma.cn). 10. Xiao J, Jin Z, Wang J. Assessment of the
(ii) Geospatial and environmental data were acquired hydrogeochemistry and groundwater quality of the Tarim
from the National Earth System Science Data river basin in an extreme arid region, NW China. Environ
Center (http://www.geodata.cn). Manag. 2014;53(1):135-146.
(iii) Remote sensing data products were sourced from doi: 10.1007/s00267-013-0198-2
NASA Earth Data (https://earthdata.nasa.gov). 11. Deng H, Chen Y, Wang H, Zhang S. Climate change with
(iv) Data processing and analysis were conducted using elevation and its potential impact on water resources in
the GEE platform (https://earthengine.google.com). the Tianshan Mountains, Central Asia. Global Planet
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doi: 10.1016/j.gloplacha.2015.09.015
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