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Role of agricultural resource sector in environmental emissions and its explicit relationship with sustainable development: Evidence from agri-food system in China

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  • Sarfraz, Muddassar
  • Iqbal, Kashif
  • Wang, Yichu
  • Bhutta, Muhammad Shoaib
  • Jaffri, Zain ul Abidin

Abstract

This paper analyzes the trends of CO2 and methane emissions associated with various economic parameters from the agricultural sector, which play an essential role in China's domestic and international economic activities and environmental sustainability. Annual data from 2000 to 2021 was collected from the World Bank’ official data bank portal. Statistical techniques and Graphical illustrations were applied to understand the impacts of economic variables on methane and CO2 emissions on the bioeconomy. The highest positive correlation (0.98) was observed between CO2 emissions and Research & Development, followed by a strong negative correlation (−0.97) between methane emissions and agricultural land. The Support Vector Regression (SVR) model was applied to analyze the non-linear relationship of economic factors with CO2 and methane emissions and prediction models for the emissions of methane and CO2 in China. The SVR results revealed a strongly non-linear association between CO2 and methane emissions and agricultural economic parameters. Due to the sustainable development policy, the forecasting approach demonstrates that these emissions will be constant in China for the next 10 years. This paper will assist the government and policymakers in understanding the role of the agricultural sector and its contributing factors to increasing CO2 and methane emissions along with their part in the economy, international trade, and environmental pollution.

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  • Sarfraz, Muddassar & Iqbal, Kashif & Wang, Yichu & Bhutta, Muhammad Shoaib & Jaffri, Zain ul Abidin, 2023. "Role of agricultural resource sector in environmental emissions and its explicit relationship with sustainable development: Evidence from agri-food system in China," Resources Policy, Elsevier, vol. 80(C).
    • Handle: RePEc:eee:jrpoli:v:80:y:2023:i:c:s0301420722006341
    DOI: 10.1016/j.resourpol.2022.103191
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    as
    1. Jonek-Kowalska, Izabela, 2022. "Towards the reduction of CO2 emissions. Paths of pro-ecological transformation of energy mixes in European countries with an above-average share of coal in energy consumption," Resources Policy, Elsevier, vol. 77(C).
    2. Krishnan, Venkat & McCalley, James D., 2016. "The role of bio-renewables in national energy and transportation systems portfolio planning for low carbon economy," Renewable Energy, Elsevier, vol. 91(C), pages 207-223.
    3. Hyndman, Rob J. & Khandakar, Yeasmin, 2008. "Automatic Time Series Forecasting: The forecast Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i03).
    4. Al Aali-Bujari & Francisco Venegas-Mart nez, 2021. "On the Relationship between Foreign Direct Investment and Energy Consumption: The Mexican Case," International Journal of Energy Economics and Policy, Econjournals, vol. 11(3), pages 231-235.
    5. Xu, Xiaoliang & Xu, Xuefen & Chen, Qian & Che, Ying, 2018. "The impacts on CO2 emission reduction and haze by coal resource tax reform based on dynamic CGE model," Resources Policy, Elsevier, vol. 58(C), pages 268-276.
    6. Zheng, Heyun & Ge, Liming, 2022. "Carbon emissions reduction effects of sustainable development policy in resource-based cities from the perspective of resource dependence: Theory and Chinese experience," Resources Policy, Elsevier, vol. 78(C).
    7. Larisa Ivascu & Muddassar Sarfraz & Aura Domil & Oana Bogdan & Valentin Burca, 2022. "Assessment of country institutional factor on sustainable energy target achievement in European Union," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 3641-3662, December.
    8. Harpinder Sandhu, 2021. "Bottom-Up Transformation of Agriculture and Food Systems," Sustainability, MDPI, vol. 13(4), pages 1-13, February.
    9. Ma, Ding & Fei, Rilong & Yu, Yongsheng, 2019. "How government regulation impacts on energy and CO2 emissions performance in China's mining industry," Resources Policy, Elsevier, vol. 62(C), pages 651-663.
    10. Stefania Bracco & Ozgul Calicioglu & Marta Gomez San Juan & Alessandro Flammini, 2018. "Assessing the Contribution of Bioeconomy to the Total Economy: A Review of National Frameworks," Sustainability, MDPI, vol. 10(6), pages 1-17, May.
    11. Jiang, Qingquan & Rahman, Zia Ur & Zhang, Xiaosan & Guo, Zhiqin & Xie, Qiaosheng, 2022. "An assessment of the impact of natural resources, energy, institutional quality, and financial development on CO2 emissions: Evidence from the B&R nations," Resources Policy, Elsevier, vol. 76(C).
    12. Zhu, Bangzhu & Wang, Kefan & Chevallier, Julien & Wang, Ping & Wei, Yi-Ming, 2015. "Can China achieve its carbon intensity target by 2020 while sustaining economic growth?," Ecological Economics, Elsevier, vol. 119(C), pages 209-216.
    13. Beatrice Garske & Katharine Heyl & Felix Ekardt & Lea Moana Weber & Wiktoria Gradzka, 2020. "Challenges of Food Waste Governance: An Assessment of European Legislation on Food Waste and Recommendations for Improvement by Economic Instruments," Land, MDPI, vol. 9(7), pages 1-23, July.
    14. Muddassar Sarfraz & Larisa Ivascu & Radian Belu & Alin Artene, 2021. "Accentuating the interconnection between business sustainability and organizational performance in the context of the circular economy: The moderating role of organizational competitiveness," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2108-2118, May.
    15. Hussain, Muzzammil & Wang, Wei & Wang, Yiwen, 2022. "Natural resources, consumer prices and financial development in China: Measures to control carbon emissions and ecological footprints," Resources Policy, Elsevier, vol. 78(C).
    16. Genovaite Liobikiene & Tomas Balezentis & Dalia Streimikiene & Xueli Chen, 2019. "Evaluation of bioeconomy in the context of strong sustainability," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(5), pages 955-964, September.
    17. Li, Guo & Zakari, Abdulrasheed & Tawiah, Vincent, 2020. "Energy resource melioration and CO2 emissions in China and Nigeria: Efficiency and trade perspectives," Resources Policy, Elsevier, vol. 68(C).
    18. Markus M. Bugge & Teis Hansen & Antje Klitkou, 2016. "What Is the Bioeconomy? A Review of the Literature," Sustainability, MDPI, vol. 8(7), pages 1-22, July.
    19. Wu, Linfei & Sun, Liwen & Qi, Peixiao & Ren, Xiangwei & Sun, Xiaoting, 2021. "Energy endowment, industrial structure upgrading, and CO2 emissions in China: Revisiting resource curse in the context of carbon emissions," Resources Policy, Elsevier, vol. 74(C).
    20. Sergi Maicas & José Juan Mateo, 2020. "Sustainability of Wine Production," Sustainability, MDPI, vol. 12(2), pages 1-10, January.
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    1. Wan, Lihong & Zhang, Panpan & Lin, Qi, 2023. "The loss of political connections and corporate financialization," Finance Research Letters, Elsevier, vol. 57(C).
    2. Khoiriyah, Nikmatul & Forgenie, David & Sookhai, Satesh & Saputro, Arief Joko, 2024. "Demand Elasticities of Animal-Sourced Food: Empirical Study in Yogyakarta, Indonesia," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 12(3), July.

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