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Spatial Characteristics and Driving Forces of the Water Footprint of Spring Maize Production in Northern China

Author

Listed:
  • Xueqing Zhao

    (Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Jin Shi

    (Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Meixia Liu

    (Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China
    Key Laboratory of Dryland Agriculture, Ministry of Agriculture and Rural Affairs of the People’s Republic of China, Beijing 100081, China)

  • Saud Uz Zafar

    (Key Laboratory of Dryland Agriculture, Ministry of Agriculture and Rural Affairs of the People’s Republic of China, Beijing 100081, China)

  • Qin Liu

    (Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Ishaq A. Mian

    (Department of Soil & Environmental Sciences, The University of Agriculture Peshawar, Peshawar 25130, Pakistan)

  • Bushra Khan

    (Department of Environmental Sciences, University of Peshawar, Peshawar 25120, Pakistan)

  • Shadman Khan

    (Department of Soil & Environmental Sciences, The University of Agriculture Peshawar, Peshawar 25130, Pakistan)

  • Yan Zhuang

    (Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

  • Wenyi Dong

    (Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China
    Key Laboratory of Dryland Agriculture, Ministry of Agriculture and Rural Affairs of the People’s Republic of China, Beijing 100081, China)

  • Enke Liu

    (Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China
    Key Laboratory of Dryland Agriculture, Ministry of Agriculture and Rural Affairs of the People’s Republic of China, Beijing 100081, China)

Abstract

Using the water footprint (WF) approach to evaluate the water-use efficiency in agricultural production is crucial for assessing the sustainable use of water resources and mitigating water scarcity and pollution. This study calculated the blue, grey, green and total water footprints of spring maize production in Northeast China in 2019 and 2020 and compared the water footprint values at the provincial and municipal scales. In addition, this study analyzed the spatial variation and drivers of the water footprint. The results show that the average water footprints of spring maize production in Northeast China in 2019 and 2020 were 1.78 m 3 kg −1 and 2.00 m 3 kg −1 , out of which the grey water footprint contributed the most, accounting for 55.19% and 49.85% of the total water footprint, respectively, while the blue water footprint contributed the least, accounting for only 17.44% and 18.68% of the total water footprint. At the provincial level, the water footprint of spring maize production in Northeast China was spatially clustered, with the lowest total water footprint in Heilongjiang Province and the highest total water footprint in Jilin Province. The spatial distribution difference of the spring maize unit yield was the fundamental factor explaining the difference in the water footprint. The precipitation, surface water resources, average temperature, effective irrigated area and the proportion of effective irrigated area also had impacts on the water footprint. This study provides a scientific basis for optimizing the distribution of spring maize production in Northeast China, formulating appropriate sustainable water resource management plans, improving water-use efficiency and realizing sustainable water resource management in Northeast China.

Suggested Citation

  • Xueqing Zhao & Jin Shi & Meixia Liu & Saud Uz Zafar & Qin Liu & Ishaq A. Mian & Bushra Khan & Shadman Khan & Yan Zhuang & Wenyi Dong & Enke Liu, 2023. "Spatial Characteristics and Driving Forces of the Water Footprint of Spring Maize Production in Northern China," Agriculture, MDPI, vol. 13(9), pages 1-17, September.
    • Handle: RePEc:gam:jagris:v:13:y:2023:i:9:p:1808-:d:1239360
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    References listed on IDEAS

    as
    1. Zhihui Li & Haowei Wu & Xiangzheng Deng, 2022. "Spatial Pattern of Water Footprints for Crop Production in Northeast China," Sustainability, MDPI, vol. 14(20), pages 1-13, October.
    2. Xiaoxue Zheng & Lijie Qin & Hongshi He, 2020. "Impacts of Climatic and Agricultural Input Factors on the Water Footprint of Crop Production in Jilin Province, China," Sustainability, MDPI, vol. 12(17), pages 1-19, August.
    3. Holmatov, B. & Schyns, J.F. & Krol, M.S. & Gerbens-Leenes, P.W. & Hoekstra, A.Y., 2021. "Can crop residues provide fuel for future transport? Limited global residue bioethanol potentials and large associated land, water and carbon footprints," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    4. Cao, Xinchun & Bao, Yutong & Li, Yueyao & Li, Jianni & Wu, Mengyang, 2023. "Unravelling the effects of crop blue, green and grey virtual water flows on regional agricultural water footprint and scarcity," Agricultural Water Management, Elsevier, vol. 278(C).
    5. Gao, Jie & Xie, Pengxuan & Zhuo, La & Shang, Kehui & Ji, Xiangxiang & Wu, Pute, 2021. "Water footprints of irrigated crop production and meteorological driving factors at multiple temporal scales," Agricultural Water Management, Elsevier, vol. 255(C).
    6. Lu, Shibao & Bai, Xiao & Zhang, Jin & Li, Jinkai & Li, Wei & Lin, Ji, 2022. "Impact of virtual water export on water resource security associated with the energy and food bases in Northeast China," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    7. Allen, Richard G. & Pruitt, William O. & Wright, James L. & Howell, Terry A. & Ventura, Francesca & Snyder, Richard & Itenfisu, Daniel & Steduto, Pasquale & Berengena, Joaquin & Yrisarry, Javier Basel, 2006. "A recommendation on standardized surface resistance for hourly calculation of reference ETo by the FAO56 Penman-Monteith method," Agricultural Water Management, Elsevier, vol. 81(1-2), pages 1-22, March.
    8. P. Greve & T. Kahil & J. Mochizuki & T. Schinko & Y. Satoh & P. Burek & G. Fischer & S. Tramberend & R. Burtscher & S. Langan & Y. Wada, 2018. "Global assessment of water challenges under uncertainty in water scarcity projections," Nature Sustainability, Nature, vol. 1(9), pages 486-494, September.
    9. Dang, Yongcai & Qin, Lijie & Huang, Lirong & Wang, Jianqin & Li, Bo & He, Hongshi, 2022. "Water footprint of rain-fed maize in different growth stages and associated climatic driving forces in Northeast China," Agricultural Water Management, Elsevier, vol. 263(C).
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