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Trends and Driving Forces of Carbon Emissions from Energy Consumption: A Case Study of Nanjing, China

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  • Kong-Qing Li

    (College of Humanities & Social Development, Nanjing Agricultural University, Nanjing 210095, China
    Institute of Regional Agricultural Research, Nanjing Agricultural University, Nanjing 210095, China
    These authors contributed equally to this work.)

  • Ran Lu

    (College of Humanities & Social Development, Nanjing Agricultural University, Nanjing 210095, China
    Institute of Regional Agricultural Research, Nanjing Agricultural University, Nanjing 210095, China
    These authors contributed equally to this work.)

  • Rui-Wen Chu

    (College of Humanities & Social Development, Nanjing Agricultural University, Nanjing 210095, China
    Institute of Regional Agricultural Research, Nanjing Agricultural University, Nanjing 210095, China)

  • Dou-Dou Ma

    (College of Humanities & Social Development, Nanjing Agricultural University, Nanjing 210095, China
    Institute of Regional Agricultural Research, Nanjing Agricultural University, Nanjing 210095, China)

  • Li-Qun Zhu

    (College of Humanities & Social Development, Nanjing Agricultural University, Nanjing 210095, China
    Institute of Regional Agricultural Research, Nanjing Agricultural University, Nanjing 210095, China)

Abstract

Based on the scientific calculation of carbon emissions from energy consumption in Nanjing, this paper analyzed the driving forces of carbon emissions from 2000 to 2016 by using the stochastic impacts by regression on population, affluence and technology (STIRPAT) model. The results show that from 2000 to 2016, the energy carbon emissions of Nanjing were on the rise; the urbanization rate, population, GDP per capita, and energy intensity had a significant positive impact on the growth of carbon emissions in Nanjing, China. Based on this, we presented five development scenarios to analyze the future trend of carbon emissions of the city. By contrast, the growth rate of carbon emissions from energy consumption is the slowest when the population maintains a low growth rate and the GDP per capita and technical level maintain high growth. This indicates a better urban development strategy in which industrial restructuring must be associated with talent structure adjustment to decarbonize the urban economy, and the extensive urban sprawl development approach might need to be changed.

Suggested Citation

  • Kong-Qing Li & Ran Lu & Rui-Wen Chu & Dou-Dou Ma & Li-Qun Zhu, 2018. "Trends and Driving Forces of Carbon Emissions from Energy Consumption: A Case Study of Nanjing, China," Sustainability, MDPI, vol. 10(12), pages 1-13, November.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:12:p:4348-:d:184755
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    References listed on IDEAS

    as
    1. Cosimo Magazzino, 2017. "The relationship among economic growth, CO2 emissions, and energy use in the APEC countries: a panel VAR approach," Environment Systems and Decisions, Springer, vol. 37(3), pages 353-366, September.
    2. Douglas Gollin & Remi Jedwab & Dietrich Vollrath, 2016. "Urbanization with and without industrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 35-70, March.
    3. Unruh, Gregory C., 2000. "Understanding carbon lock-in," Energy Policy, Elsevier, vol. 28(12), pages 817-830, October.
    4. Pardo, Nicolás & Moya, José Antonio & Mercier, Arnaud, 2011. "Prospective on the energy efficiency and CO2 emissions in the EU cement industry," Energy, Elsevier, vol. 36(5), pages 3244-3254.
    5. Cosimo Magazzino, 2016. "The Relationship among Real Gross Domestic Product, CO2 Emissions, and Energy use in South Caucasus and Turkey," International Journal of Energy Economics and Policy, Econjournals, vol. 6(4), pages 672-683.
    6. Chunhui Liu & Weixuan Song & Chen Zhou, 2017. "Unsuccessful Urban Governance of Brownfield Land Redevelopment: A Lesson from the Toxic Soil Event in Changzhou, China," Sustainability, MDPI, vol. 9(5), pages 1-14, May.
    7. Xu, Bin & Lin, Boqiang, 2015. "How industrialization and urbanization process impacts on CO2 emissions in China: Evidence from nonparametric additive regression models," Energy Economics, Elsevier, vol. 48(C), pages 188-202.
    8. Liang, Qiao-Mei & Fan, Ying & Wei, Yi-Ming, 2007. "Multi-regional input-output model for regional energy requirements and CO2 emissions in China," Energy Policy, Elsevier, vol. 35(3), pages 1685-1700, March.
    9. Weibo Zhao & Dongxiao Niu, 2017. "Prediction of CO 2 Emission in China’s Power Generation Industry with Gauss Optimized Cuckoo Search Algorithm and Wavelet Neural Network Based on STIRPAT model with Ridge Regression," Sustainability, MDPI, vol. 9(12), pages 1-15, December.
    10. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    11. Zhang, Yue-Jun & Da, Ya-Bin, 2015. "The decomposition of energy-related carbon emission and its decoupling with economic growth in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1255-1266.
    12. Rui Huang & Shaohui Zhang & Changxin Liu, 2018. "Comparing Urban and Rural Household CO 2 Emissions—Case from China’s Four Megacities: Beijing, Tianjin, Shanghai, and Chongqing," Energies, MDPI, vol. 11(5), pages 1-17, May.
    13. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    14. Zhaohua Wang & Chen Wang & Jianhua Yin, 2015. "Strategies for addressing climate change on the industrial level: affecting factors to CO 2 emissions of energy-intensive industries in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(2), pages 303-317, February.
    15. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    16. Wang, Ping & Wu, Wanshui & Zhu, Bangzhu & Wei, Yiming, 2013. "Examining the impact factors of energy-related CO2 emissions using the STIRPAT model in Guangdong Province, China," Applied Energy, Elsevier, vol. 106(C), pages 65-71.
    17. Al-Mulali, Usama & Ozturk, Ilhan, 2015. "The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region," Energy, Elsevier, vol. 84(C), pages 382-389.
    18. Xu, Shi-Chun & He, Zheng-Xia & Long, Ru-Yin, 2014. "Factors that influence carbon emissions due to energy consumption in China: Decomposition analysis using LMDI," Applied Energy, Elsevier, vol. 127(C), pages 182-193.
    19. Nan Xiang & Feng Xu & Jinghua Sha, 2013. "Simulation Analysis of China’s Energy and Industrial Structure Adjustment Potential to Achieve a Low-carbon Economy by 2020," Sustainability, MDPI, vol. 5(12), pages 1-19, November.
    20. Sadorsky, Perry, 2013. "Do urbanization and industrialization affect energy intensity in developing countries?," Energy Economics, Elsevier, vol. 37(C), pages 52-59.
    21. Ameer, Ayesha & Munir, Kashif, 2016. "Effect of Economic Growth, Trade Openness, Urbanization, and Technology on Environment of Selected Asian Countries," MPRA Paper 74571, University Library of Munich, Germany.
    22. Sarosh Kuruvilla, 1996. "Linkages between Industrialization Strategies and Industrial Relations/Human Resource Policies: Singapore, Malaysia, the Philippines, and India," ILR Review, Cornell University, ILR School, vol. 49(4), pages 635-657, July.
    23. Godwin Effiong Akpan & Usenobong Friday Akpan, 2012. "Electricity Consumption, Carbon Emissions and Economic Growth in Nigeria," International Journal of Energy Economics and Policy, Econjournals, vol. 2(4), pages 292-306.
    24. Richard York & Eugene A. Rosa & Thomas Dietz, 2002. "Bridging Environmental Science with Environmental Policy: Plasticity of Population, Affluence, and Technology," Social Science Quarterly, Southwestern Social Science Association, vol. 83(1), pages 18-34, March.
    25. Yanan Chen & Sheng Lin, 2015. "Decomposition and allocation of energy-related carbon dioxide emission allowance over provinces of China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 76(3), pages 1893-1909, April.
    26. Pengyan Zhang & Jianjian He & Xin Hong & Wei Zhang & Chengzhe Qin & Bo Pang & Yanyan Li & Yu Liu, 2017. "Regional-Level Carbon Emissions Modelling and Scenario Analysis: A STIRPAT Case Study in Henan Province, China," Sustainability, MDPI, vol. 9(12), pages 1-15, December.
    27. Dhakal, Shobhakar, 2009. "Urban energy use and carbon emissions from cities in China and policy implications," Energy Policy, Elsevier, vol. 37(11), pages 4208-4219, November.
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