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Climate change impacts on spatiotemporal variability of soybean water demands in North China Plain

Author

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  • Peng, Huiru
  • Zhang, Yang
  • Nan, Tiegui
  • Yang, Xiaolin
  • Pacenka, Steven
  • Steenhuis, Tammo S.
  • Niu, Jun

Abstract

Climate change has been acknowledged as one of the greatest challenges for agricultural production and water management globally. This study investigates the trends and spatial distribution of the water demands of soybean (Glycine max (L.) Merrill) from 1961 to 2020 in the Jing-jin-ji region of the North China Plain to reveal the effects of climate change. Climate data were collected from 179 weather stations to calculate soybean evapotranspiration (ETc) and irrigation demand using the SIMETAW (Simulation of EvapoTranspiration of Applied Water) model developed on Penman-Monteith equation with daily meteorology data. Results showed that soybean ETc during growth season decreased significantly over the last sixty years, from 435 mm yr−1 in 1961–1970–415 mm yr−1 in 2011–2020, around an average of 423 ± 20 mm yr−1. Effective rainfall during the growth period increased by + 0.5 mm yr−1 rate, while irrigation demand declined by −0.9 mm yr−1. Rainfall during growth seasons from May to September supplied about 92 % of the water demand for soybean, higher than winter crops. The spatial distribution of soybean ETc showed high values in the south and low values in the north during the past six decades. The initial maximum ETc area (> 480 mm) shrank after 1961–1970, disappearing after 2000. During the last sixty years, solar radiation, wind speed and sunshine hours decreased significantly, leading to a significant decline in soybean ETc at −0.4 mm yr−1, but average daily precipitation had the most significant negative impact on ETc. The study provided spatial and temporal information needed to improve water use efficiency and increase the adaptability of soybean production to climate change. This is essential to ensure regional food security and promote sustainable agricultural development for water-stressed agricultural areas.

Suggested Citation

  • Peng, Huiru & Zhang, Yang & Nan, Tiegui & Yang, Xiaolin & Pacenka, Steven & Steenhuis, Tammo S. & Niu, Jun, 2025. "Climate change impacts on spatiotemporal variability of soybean water demands in North China Plain," Agricultural Water Management, Elsevier, vol. 310(C).
    • Handle: RePEc:eee:agiwat:v:310:y:2025:i:c:s0378377425000952
    DOI: 10.1016/j.agwat.2025.109381
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    1. Chunyang He & Zhifeng Liu & Jianguo Wu & Xinhao Pan & Zihang Fang & Jingwei Li & Brett A. Bryan, 2021. "Future global urban water scarcity and potential solutions," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    2. Gianna Kitsara & Georgia Papaioannou & Athanasios Papathanasiou & Adrianos Retalis, 2013. "Dimming/brightening in Athens: Trends in Sunshine Duration, Cloud Cover and Reference Evapotranspiration," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(6), pages 1623-1633, April.
    3. Yang, Xiaolin & Gao, Wangsheng & Shi, Quanhong & Chen, Fu & Chu, Qingquan, 2013. "Impact of climate change on the water requirement of summer maize in the Huang-Huai-Hai farming region," Agricultural Water Management, Elsevier, vol. 124(C), pages 20-27.
    4. Zemin Zhang & Changhe Lu, 2020. "Clustering Analysis of Soybean Production to Understand its Spatiotemporal Dynamics in the North China Plain," Sustainability, MDPI, vol. 12(15), pages 1-15, July.
    5. Zhao, Jiongchao & Wang, Chong & Shi, Xiaoyu & Bo, Xiaozhi & Li, Shuo & Shang, Mengfei & Chen, Fu & Chu, Qingquan, 2021. "Modeling climatically suitable areas for soybean and their shifts across China," Agricultural Systems, Elsevier, vol. 192(C).
    6. Gao, Hongchao & Wei, Tong & Lou, Inchio & Yang, Zhifeng & Shen, Zhenyao & Li, Yingxia, 2014. "Water saving effect on integrated water resource management," Resources, Conservation & Recycling, Elsevier, vol. 93(C), pages 50-58.
    7. Yang, Xiaolin & Jin, Xinnan & Chu, Qingquan & Pacenka, Steven & Steenhuis, Tammo S., 2021. "Impact of climate variation from 1965 to 2016 on cotton water requirements in North China Plain," Agricultural Water Management, Elsevier, vol. 243(C).
    8. Na Li & Tangzhe Nie & Yi Tang & Dehao Lu & Tianyi Wang & Zhongxue Zhang & Peng Chen & Tiecheng Li & Linghui Meng & Yang Jiao & Kaiwen Cheng, 2022. "Responses of Soybean Water Supply and Requirement to Future Climate Conditions in Heilongjiang Province," Agriculture, MDPI, vol. 12(7), pages 1-21, July.
    9. Guo, Shibo & Zhang, Zhentao & Guo, Erjing & Fu, Zhenzhen & Gong, Jingjin & Yang, Xiaoguang, 2022. "Historical and projected impacts of climate change and technology on soybean yield in China," Agricultural Systems, Elsevier, vol. 203(C).
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