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Quantifying the effects of nonlinear trends of meteorological factors on drought dynamics

Author

Listed:
  • Wenwen Guo

    (Xi’an University of Technology)

  • Shengzhi Huang

    (Xi’an University of Technology)

  • Yong Zhao

    (China Institute of Water Resources and Hydropower Research)

  • Guoyong Leng

    (Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences)

  • Xianggui Zhao

    (Xi’an University of Technology)

  • Pei Li

    (Xi’an University of Technology)

  • Mingqiu Nie

    (Xi’an University of Technology)

  • Qiang Huang

    (Xi’an University of Technology)

Abstract

Exploring the effects of meteorological factors on drought dynamic is of important significance for in-depth understanding drought formation mechanism and developing strategies to adapt to climate change. Nevertheless, existing studies have neglected the influence of nonlinear characteristics of meteorological factors on drought evolution, as well as their complex interactions, inhibiting in-depth understanding drought formation mechanism and accurate forecasting. To this end, the standardized precipitation evapotranspiration index (SPEI) is adopted in this study to characterize meteorological drought, and the ensemble empirical mode decomposition (EEMD) is used to explore the nonlinear trend of meteorological factors. Moreover, considering that the interaction between meteorological factors brings some uncertainty in quantifying their individual contributions, a new framework for quantifying drought dynamics taking into account nonlinear trends in meteorological factors and their interactions is proposed based on numerical experiments under eight climate experiments. The Loess Plateau (LP), where drought occurs frequently and its ecological environment is very fragile, is selected as a case study. Results show that: (1) the LP generally shows a drying trend on annual and seasonal scales except for summer especially for its northwest; (2) the interaction between meteorological factors affects the evolution of drought. Eliminating the interactions, the dominant factor on annual SPEI trend is wind speed, both in spring and winter, while sunshine hours and precipitation dominate summer and autumn SPEI trend, respectively; (3) the positive trend contribution of sunshine hours to SPEI is greater than the negative contribution of temperature in summer, and its decline plays an important role in alleviating the drought on the LP in summer. In general, this study sheds a new insight into quantifying the nonlinear effects of meteorological factors to drought dynamics. Relevant findings will help to further understand the mechanism of drought formation under changing environments and provide scientific and technical support for drought early warning and scientific response.

Suggested Citation

  • Wenwen Guo & Shengzhi Huang & Yong Zhao & Guoyong Leng & Xianggui Zhao & Pei Li & Mingqiu Nie & Qiang Huang, 2023. "Quantifying the effects of nonlinear trends of meteorological factors on drought dynamics," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 117(3), pages 2505-2526, July.
    • Handle: RePEc:spr:nathaz:v:117:y:2023:i:3:d:10.1007_s11069-023-05954-7
    DOI: 10.1007/s11069-023-05954-7
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    References listed on IDEAS

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    1. Corey Lesk & Pedram Rowhani & Navin Ramankutty, 2016. "Influence of extreme weather disasters on global crop production," Nature, Nature, vol. 529(7584), pages 84-87, January.
    2. Jingyu Yao & Heping Liu & Jianping Huang & Zhongming Gao & Guoyin Wang & Dan Li & Haipeng Yu & Xingyuan Chen, 2020. "Accelerated dryland expansion regulates future variability in dryland gross primary production," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    3. Fei Ji & Zhaohua Wu & Jianping Huang & Eric P. Chassignet, 2014. "Evolution of land surface air temperature trend," Nature Climate Change, Nature, vol. 4(6), pages 462-466, June.
    4. Zhang, Baoqing & Wu, Pute & Zhao, Xining & Wang, Yubao & Wang, Jiawen & Shi, Yinguang, 2012. "Drought variation trends in different subregions of the Chinese Loess Plateau over the past four decades," Agricultural Water Management, Elsevier, vol. 115(C), pages 167-177.
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