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Spatial–Temporal Heterogeneity and Driving Factors of Rural Residents’ Food Consumption Carbon Emissions in China—Based on an ESDA-GWR Model

Author

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  • Shuai Qin

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

  • Hong Chen

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

  • Haokun Wang

    (College of Economics and Management, Northeast Forestry University, Harbin 150040, China)

Abstract

The increase in income among Chinese residents has been accompanied by dramatic changes in dietary structure, promoting a growth in carbon emissions. Therefore, in the context of building a beautiful countryside, it is of great significance to study the carbon emissions of rural residents’ food consumption to realize the goal of low-carbon food consumption. In this paper, the calculation of food consumption carbon emissions of Chinese rural residents is based on the carbon conversion coefficient method, and the spatial heterogeneity of influencing factors is analyzed with the aid of the ESDA-GWR model. The results indicate that the per capita food consumption carbon emissions of rural residents have increased by 1.68% annually, reaching 336.73 kg CO 2 -eq in 2020, which is 1.32 times that of 2002. Carbon emissions generated from rural residents’ food consumption have significant spatial agglomeration characteristics, showing the spatial distribution characteristics of a north–south confrontation, with a central area collapse. The influencing factors of food consumption carbon emissions have significant spatial heterogeneity, among which, as the main force to restrain the growth of food consumption carbon emissions, the price factor has a regression coefficient between −0.1 and −0.3, and its influence has weakened from northwest to southeast in 2020. The education–social factor is the main driving force for the growth of food consumption carbon emissions, with a regression coefficient between 0.58 and 0.99, and its influence has increased from east to west. In the future, formulating food consumption optimization policies should be based on the actual situation of food consumption carbon emissions in various regions to promote the realization of low-carbon food consumption.

Suggested Citation

  • Shuai Qin & Hong Chen & Haokun Wang, 2021. "Spatial–Temporal Heterogeneity and Driving Factors of Rural Residents’ Food Consumption Carbon Emissions in China—Based on an ESDA-GWR Model," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12419-:d:676206
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    as
    1. Su, Bin & Ang, B.W., 2017. "Multiplicative structural decomposition analysis of aggregate embodied energy and emission intensities," Energy Economics, Elsevier, vol. 65(C), pages 137-147.
    2. Kolleen Rask & Norman Rask, 2011. "Economic development and food production–consumption balance: A growing global challenge," Working Papers 1117, College of the Holy Cross, Department of Economics.
    3. Marco Vacchi & Cristina Siligardi & Fabio Demaria & Erika Iveth Cedillo-González & Rocío González-Sánchez & Davide Settembre-Blundo, 2021. "Technological Sustainability or Sustainable Technology? A Multidimensional Vision of Sustainability in Manufacturing," Sustainability, MDPI, vol. 13(17), pages 1-18, September.
    4. Zhifu Mi & Jing Meng & Dabo Guan & Yuli Shan & Malin Song & Yi-Ming Wei & Zhu Liu & Klaus Hubacek, 2017. "Chinese CO2 emission flows have reversed since the global financial crisis," Nature Communications, Nature, vol. 8(1), pages 1-10, December.
    5. Jiaxing Pang & Xiang Li & Xue Li & Xingpeng Chen & Huiyu Wang, 2021. "Research on the Relationship between Prices of Agricultural Production Factors, Food Consumption Prices, and Agricultural Carbon Emissions: Evidence from China’s Provincial Panel Data," Energies, MDPI, vol. 14(11), pages 1-11, May.
    6. Idiano D’Adamo & Piergiuseppe Morone & Donald Huisingh, 2021. "Bioenergy: A Sustainable Shift," Energies, MDPI, vol. 14(18), pages 1-5, September.
    7. David Tilman & Michael Clark, 2014. "Global diets link environmental sustainability and human health," Nature, Nature, vol. 515(7528), pages 518-522, November.
    8. R. L. Thompson & P. K. Patra & F. Chevallier & S. Maksyutov & R. M. Law & T. Ziehn & I. T. van der Laan-Luijkx & W. Peters & A. Ganshin & R. Zhuravlev & T. Maki & T. Nakamura & T. Shirai & M. Ishizawa, 2016. "Top–down assessment of the Asian carbon budget since the mid 1990s," Nature Communications, Nature, vol. 7(1), pages 1-10, April.
    9. Garnett, Tara, 2011. "Where are the best opportunities for reducing greenhouse gas emissions in the food system (including the food chain)?," Food Policy, Elsevier, vol. 36(S1), pages 23-32.
    10. Pan He & Giovanni Baiocchi & Klaus Hubacek & Kuishuang Feng & Yang Yu, 2018. "The environmental impacts of rapidly changing diets and their nutritional quality in China," Nature Sustainability, Nature, vol. 1(3), pages 122-127, March.
    11. Zhu Liu & Dabo Guan & Wei Wei & Steven J. Davis & Philippe Ciais & Jin Bai & Shushi Peng & Qiang Zhang & Klaus Hubacek & Gregg Marland & Robert J. Andres & Douglas Crawford-Brown & Jintai Lin & Hongya, 2015. "Reduced carbon emission estimates from fossil fuel combustion and cement production in China," Nature, Nature, vol. 524(7565), pages 335-338, August.
    12. Rask, Kolleen J. & Rask, Norman, 2011. "Economic development and food production-consumption balance: A growing global challenge," Food Policy, Elsevier, vol. 36(2), pages 186-196, April.
    13. Xiaoke Yang & Zhihang Zhang & Huangyixin Chen & Rongrong Zhao & Zhongyue Xu & Anguo Xie & Qiuhua Chen, 2019. "Assessing the Carbon Emission Driven by the Consumption of Carbohydrate-Rich Foods: The Case of China," Sustainability, MDPI, vol. 11(7), pages 1-15, March.
    14. Pan He & Beiming Cai & Giovanni Baiocchi & Zhu Liu, 2021. "Drivers of GHG emissions from dietary transition patterns in China: Supply versus demand options," Journal of Industrial Ecology, Yale University, vol. 25(3), pages 707-719, June.
    15. Garnett, Tara, 2011. "Where are the best opportunities for reducing greenhouse gas emissions in the food system (including the food chain)?," Food Policy, Elsevier, vol. 36(Supplemen), pages 23-32, January.
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    2. Hongguang Dong & Jie Geng & Yue Xu, 2023. "Receiving Robust Analysis of Spatial and Temporary Variation of Agricultural Water Use Efficiency While Considering Environmental Factors: On the Evaluation of Data Envelopment Analysis Technique," Sustainability, MDPI, vol. 15(5), pages 1-18, February.
    3. Zhongxun Zhang & Kaifang Shi & Zhiyong Zhu & Lu Tang & Kangchuan Su & Qingyuan Yang, 2022. "Spatiotemporal Evolution and Influencing Factors of the Rural Natural Capital Utilization Efficiency: A Case Study of Chongqing, China," Land, MDPI, vol. 11(5), pages 1-29, May.
    4. Shuai Qin & Zheying Han & Hong Chen & Haokun Wang & Cheng Guo, 2022. "High-Quality Development of Chinese Agriculture under Factor Misallocation," IJERPH, MDPI, vol. 19(16), pages 1-20, August.

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