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Coupling Coordination and Spatiotemporal Dynamic Evolution between Agricultural Carbon Emissions and Agricultural Modernization in China 2010–2020

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  • Mengyao Xia

    (School of Economics, Guangxi University, 100 Daxue Road, Nanning 530004, China)

  • Di Zeng

    (The Centre for Global Food and Resources, The University of Adelaide, Adelaide 5005, Australia)

  • Qi Huang

    (The People’s Bank of China Zhengzhou Central Sub-branch, 21 Shangwu Road, Zhengzhou 450018, China)

  • Xinjian Chen

    (School of Economics, Guangxi University, 100 Daxue Road, Nanning 530004, China)

Abstract

Modern agriculture contributes significantly to greenhouse gas emissions. How to reduce such emissions without sacrificing agricultural development is a common issue concerning most developing countries. In China, a rural revitalization strategy proposed in 2018 aims to achieve agricultural modernization by 2050, while reaching a carbon emission peak by 2030 and neutrality by 2060. However, China’s progress towards these goals is largely unknown. This study evaluates the coupling coordination and spatiotemporal dynamic evolution between agricultural carbon emissions and agricultural modernization in China from 2010 to 2020 through a joint employment of spatial autocorrelation and coupling coordination degree modeling. The results show that from 2010 to 2020, the agricultural modernization level increased from 0.155 to 0.272, and the agricultural carbon emission intensity decreased from 4.9 tons per 10 thousand CNY to 2.43 tons. Agricultural carbon emissions and the agricultural modernization level manifest significant spatially agglomerative patterns with noticeable discrepancies across different regions. Moreover, the coupling coordination degree between agricultural carbon emissions and agricultural modernization has increased every year, but disparities among provinces continued to widen. Specifically, coupling coordination in northern China is significantly higher than that in the south, and its spatial distribution exhibits a positive correlation and increasing levels of clustering. These results point to the continued need for sustainable agricultural development efforts, such as strengthening rural infrastructure and diffusing green technologies in achieving China’s dual carbon emission and agricultural modernization goals. This study also examines the sustainable agricultural development issue from a new perspective, and the findings can provide policy references for sustainable agricultural development policies in China.

Suggested Citation

  • Mengyao Xia & Di Zeng & Qi Huang & Xinjian Chen, 2022. "Coupling Coordination and Spatiotemporal Dynamic Evolution between Agricultural Carbon Emissions and Agricultural Modernization in China 2010–2020," Agriculture, MDPI, vol. 12(11), pages 1-19, October.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:11:p:1809-:d:958021
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    1. Imran Hussain & Abdul Rehman, 2022. "How CO2 emission interacts with livestock production for environmental sustainability? evidence from Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(6), pages 8545-8565, June.
    2. Lili Guo & Shuang Zhao & Yuting Song & Mengqian Tang & Houjian Li, 2022. "Green Finance, Chemical Fertilizer Use and Carbon Emissions from Agricultural Production," Agriculture, MDPI, vol. 12(3), pages 1-18, February.
    3. Chen, Xinjian & Zeng, Di & Zhang, Hui & Kang, Chen, 2020. "Farm expansion under credit constraint: evidence from commercial rice farmers in Guangxi, China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 23(2), May.
    4. Guofeng Wang & Maolin Liao & Jie Jiang, 2020. "Research on Agricultural Carbon Emissions and Regional Carbon Emissions Reduction Strategies in China," Sustainability, MDPI, vol. 12(7), pages 1-20, March.
    5. Kun Xie & Mingjun Ding & Jianrong Zhang & Liwen Chen, 2021. "Trends towards Coordination between Grain Production and Economic Development in China," Agriculture, MDPI, vol. 11(10), pages 1-17, October.
    6. Elahi, Ehsan & Khalid, Zainab & Zhang, Zhixin, 2022. "Understanding farmers’ intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture," Applied Energy, Elsevier, vol. 309(C).
    7. Yang Li & Xiaotong Zhang & Xiuxiu Gao, 2022. "An Evaluation of the Coupling Coordination Degree of an Urban Economy–Society–Environment System Based on a Multi-Scenario Analysis: The Case of Chengde City in China," Sustainability, MDPI, vol. 14(11), pages 1-16, June.
    8. Zhixin Zhang & Yingjie Li & Ehsan Elahi & Yameng Wang, 2022. "Comprehensive Evaluation of Agricultural Modernization Levels," Sustainability, MDPI, vol. 14(9), pages 1-17, April.
    9. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    10. Hongpeng Guo & Xin Yi & Chulin Pan & Baiming Yang & Yin Li, 2021. "Analysis on the Temporal and Spatial Features of the Coupling and Coordination of Industrialization and Agricultural Green Development in China during 1990–2019," IJERPH, MDPI, vol. 18(16), pages 1-27, August.
    11. Lili Guo & Sihang Guo & Mengqian Tang & Mengying Su & Houjian Li, 2022. "Financial Support for Agriculture, Chemical Fertilizer Use, and Carbon Emissions from Agricultural Production in China," IJERPH, MDPI, vol. 19(12), pages 1-19, June.
    12. Shuai Chen & Chen Ji & Songqing Jin, 2022. "Costs of an environmental regulation in livestock farming: Evidence from pig production in rural China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 541-563, June.
    13. Dengyu Yin & Haochen Yu & Jing Ma & Junna Liu & Gangjun Liu & Fu Chen, 2022. "Interaction and Coupling Mechanism between Recessive Land Use Transition and Food Security: A Case Study of the Yellow River Basin in China," Agriculture, MDPI, vol. 12(1), pages 1-21, January.
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    Cited by:

    1. Haoyue Wu & Wanqi Yan & Xiangjiang Zheng & Lei Zhou & Jinshan Ma & Lu Liu & Yue Meng, 2023. "Carbon-Emission Density of Crop Production in China: Spatiotemporal Characteristics, Regional Disparities, and Convergence," Agriculture, MDPI, vol. 13(5), pages 1-17, April.
    2. Shulong Li & Zhizhang Wang, 2023. "Time, Spatial and Component Characteristics of Agricultural Carbon Emissions of China," Agriculture, MDPI, vol. 13(1), pages 1-16, January.
    3. Shulong Li & Zhizhang Wang, 2023. "The Effects of Agricultural Technology Progress on Agricultural Carbon Emission and Carbon Sink in China," Agriculture, MDPI, vol. 13(4), pages 1-21, March.
    4. Chenchen Su & Jinchuan Shen & Fei Wang, 2024. "Can income growth and environmental improvements go hand in hand? An empirical study of Chinese agriculture," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(7), pages 321-333.

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