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Occurrence, evolution and causes of different drought levels affecting winter wheat in the Huang-Huai-Hai Plain, China

Author

Listed:
  • Gele, Teri
  • Bao, Yongbin
  • Ersi, Cha
  • Sudu, Bilige
  • Wei, Sicheng
  • Zhang, Jiquan
  • Tong, Zhijun
  • Liu, Xingpeng

Abstract

Drought, affects agricultural production and winter wheat, a crucial staple crop, is continuously exposed to drought stress in the Huang-Huai-Hai Plain, which has notable implications for global food security. Here, we used the 1981–2020 meteorological datasets to calculate the monthly standardized precipitation evapotranspiration index and combined this with the standard deviation ellipses and the geodetector model to investigate the spatio-temporal patterns of drought occurrence, its evolution, and the potential drivers of different drought levels across the growth stages of winter wheat. The results showed that (1) drought primarily occurred during the greening-jointing to booting-heading stages of winter wheat, particularly in regions, such as Hebei, where mild and moderate droughts were more frequent, whereas severe and extreme droughts were concentrated during the booting-heading stage; (2) the spatial evolution of drought revealed a gradual expansion from the southern to the central and northern regions (from Anhui to Henan, Shandong, and Hebei) as the growth stages progressed. Drought was more widespread in the later growth stages, with the affected area of moderate drought being four times larger than in the early stages. (3) Geodetector analysis revealed that precipitation and minimum temperature notably influenced drought occurrence. Interaction analysis highlighted that the combination of precipitation with soil type and minimum temperature significantly enhanced the explanatory power of drought occurrence. The explanatory power for moderate, severe, and extreme droughts increased by 0.08, 0.16, and 0.13, respectively, emphasizing the importance of these interactions. The interaction between precipitation and minimum temperature strongly influenced severe and extreme drought occurrences. These findings provide a scientific foundation and practical insight for drought risk assessment and agricultural management.

Suggested Citation

  • Gele, Teri & Bao, Yongbin & Ersi, Cha & Sudu, Bilige & Wei, Sicheng & Zhang, Jiquan & Tong, Zhijun & Liu, Xingpeng, 2025. "Occurrence, evolution and causes of different drought levels affecting winter wheat in the Huang-Huai-Hai Plain, China," Agricultural Water Management, Elsevier, vol. 317(C).
  • Handle: RePEc:eee:agiwat:v:317:y:2025:i:c:s0378377425003543
    DOI: 10.1016/j.agwat.2025.109640
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    1. Johan Rockström & Malin Falkenmark, 2015. "Agriculture: Increase water harvesting in Africa," Nature, Nature, vol. 519(7543), pages 283-285, March.
    2. Zhao, Junfang & Peng, Huiwen & Yang, Jiaqi & Huang, Ruixi & Huo, Zhiguo & Ma, Yuping, 2024. "Response of winter wheat to different drought levels based on Google Earth Engine in the Huang-Huai-Hai Region, China," Agricultural Water Management, Elsevier, vol. 292(C).
    3. Han, Zhiming & Huang, Qiang & Huang, Shengzhi & Leng, Guoyong & Bai, Qingjun & Liang, Hao & Wang, Lu & Zhao, Jing & Fang, Wei, 2021. "Spatial-temporal dynamics of agricultural drought in the Loess Plateau under a changing environment: Characteristics and potential influencing factors," Agricultural Water Management, Elsevier, vol. 244(C).
    4. Xiang, Keyu & Wang, Bin & Liu, De Li & Chen, Chao & Waters, Cathy & Huete, Alfredo & Yu, Qiang, 2023. "Probabilistic assessment of drought impacts on wheat yield in south-eastern Australia," Agricultural Water Management, Elsevier, vol. 284(C).
    5. Wang, Runyuan & Zhao, Hong & Qi, Yue & Zhao, Funian & Chen, Fei & Ding, Wenkui & Jiang, Jufang & Zhang, Kai & Wang, Heling, 2023. "Onset and severity thresholds of drought impacts on wheat," Agricultural Water Management, Elsevier, vol. 281(C).
    6. Jordan I. Christian & Jeffrey B. Basara & Eric D. Hunt & Jason A. Otkin & Jason C. Furtado & Vimal Mishra & Xiangming Xiao & Robb M. Randall, 2021. "Global distribution, trends, and drivers of flash drought occurrence," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    7. Sonia I. Seneviratne & Markus G. Donat & Brigitte Mueller & Lisa V. Alexander, 2014. "No pause in the increase of hot temperature extremes," Nature Climate Change, Nature, vol. 4(3), pages 161-163, March.
    8. Xu, Yang & Zhang, Xuan & Hao, Zengchao & Hao, Fanghua & Li, Chong, 2021. "Projections of future meteorological droughts in China under CMIP6 from a three‐dimensional perspective," Agricultural Water Management, Elsevier, vol. 252(C).
    9. Yadu Pokhrel & Farshid Felfelani & Yusuke Satoh & Julien Boulange & Peter Burek & Anne Gädeke & Dieter Gerten & Simon N. Gosling & Manolis Grillakis & Lukas Gudmundsson & Naota Hanasaki & Hyungjun Kim, 2021. "Global terrestrial water storage and drought severity under climate change," Nature Climate Change, Nature, vol. 11(3), pages 226-233, March.
    10. Heidi Webber & Frank Ewert & Jørgen E. Olesen & Christoph Müller & Stefan Fronzek & Alex C. Ruane & Maryse Bourgault & Pierre Martre & Behnam Ababaei & Marco Bindi & Roberto Ferrise & Robert Finger & , 2018. "Diverging importance of drought stress for maize and winter wheat in Europe," Nature Communications, Nature, vol. 9(1), pages 1-10, December.
    11. Meng Zhao & Geruo A & Yanlan Liu & Alexandra G. Konings, 2022. "Evapotranspiration frequently increases during droughts," Nature Climate Change, Nature, vol. 12(11), pages 1024-1030, November.
    12. Xiao, Dengpan & Liu, De Li & Wang, Bin & Feng, Puyu & Bai, Huizi & Tang, Jianzhao, 2020. "Climate change impact on yields and water use of wheat and maize in the North China Plain under future climate change scenarios," Agricultural Water Management, Elsevier, vol. 238(C).
    13. Ling, Minhua & Han, Hongbao & Hu, Xiaoyue & Xia, Qinyuan & Guo, Xiaomin, 2023. "Drought characteristics and causes during summer maize growth period on Huang-Huai-Hai Plain based on daily scale SPEI," Agricultural Water Management, Elsevier, vol. 280(C).
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