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Ecological Pressure of Carbon Footprint in Passenger Transport: Spatio-Temporal Changes and Regional Disparities

Author

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  • Fei Ma

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Wenlin Wang

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Qipeng Sun

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Fei Liu

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Xiaodan Li

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

Abstract

Passenger transport has become a significant producer of carbon emissions in China, thus strongly contributing to climate change. In this paper, we first propose a model of ecological pressure of the carbon footprint in passenger transport ( EP cfpt ). In the model, the EP cfpt values of all the provinces and autonomous regions of China are calculated and analyzed during the period of 2006–2015. For the outlier EP cfpt values of Beijing, Shanghai and Tianjin, the research areas are classified into two scenarios: the first scenario (all the provinces and autonomous regions) and the second scenario (not including Beijing, Shanghai and Tianjin). The global spatial autocorrelation analysis of the first scenario shows that the EP cfpt might be randomly distributed, while it shows positive spatial autocorrelation in the second scenario. Furthermore, we carry out the local spatial autocorrelation analysis of the second scenario, and find that the low aggregation areas are the most common type and are mainly located in the west of China. Then the disparities in EP cfpt between China’s Eight Comprehensive Economic Zones are further analyzed. Finally, we put forward a number of policy recommendations in relation to the spatio-temporal changes and the regional disparities of EP cfpt in China. This study provides related references for proposing effective policy measures to reduce the ecological pressure of carbon emissions from the passenger transport sector.

Suggested Citation

  • Fei Ma & Wenlin Wang & Qipeng Sun & Fei Liu & Xiaodan Li, 2018. "Ecological Pressure of Carbon Footprint in Passenger Transport: Spatio-Temporal Changes and Regional Disparities," Sustainability, MDPI, vol. 10(2), pages 1-17, January.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:2:p:317-:d:128831
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    as
    1. Gössling, Stefan & Peeters, Paul & Ceron, Jean-Paul & Dubois, Ghislain & Patterson, Trista & Richardson, Robert B., 2005. "The eco-efficiency of tourism," Ecological Economics, Elsevier, vol. 54(4), pages 417-434, September.
    2. Ribau, João P. & Sousa, João M.C. & Silva, Carla M., 2015. "Reducing the carbon footprint of urban bus fleets using multi-objective optimization," Energy, Elsevier, vol. 93(P1), pages 1089-1104.
    3. Bobin Wang & Chunfu Shao & Xun Ji, 2017. "Influencing Mechanism Analysis of Holiday Activity–Travel Patterns on Transportation Energy Consumption and Emissions in China," Energies, MDPI, vol. 10(7), pages 1-20, July.
    4. Ji, Xi & Chen, G.Q. & Chen, B. & Jiang, M.M., 2009. "Exergy-based assessment for waste gas emissions from Chinese transportation," Energy Policy, Elsevier, vol. 37(6), pages 2231-2240, June.
    5. Ji, Xi & Chen, G.Q., 2006. "Exergy analysis of energy utilization in the transportation sector in China," Energy Policy, Elsevier, vol. 34(14), pages 1709-1719, September.
    6. Yafen He & Hualin Xie & Yuanhua Fan & Wei Wang & Xue Xie, 2016. "Forested Land Use Efficiency in China: Spatiotemporal Patterns and Influencing Factors from 1999 to 2010," Sustainability, MDPI, vol. 8(8), pages 1-17, August.
    7. Hannah Sharp & Josefine Grundius & Jukka Heinonen, 2016. "Carbon Footprint of Inbound Tourism to Iceland: A Consumption-Based Life-Cycle Assessment including Direct and Indirect Emissions," Sustainability, MDPI, vol. 8(11), pages 1-23, November.
    8. Chen, Guangwu & Wiedmann, Thomas & Wang, Yafei & Hadjikakou, Michalis, 2016. "Transnational city carbon footprint networks – Exploring carbon links between Australian and Chinese cities," Applied Energy, Elsevier, vol. 184(C), pages 1082-1092.
    9. McKinnon, A.C. & Piecyk, M.I., 2009. "Measurement of CO2 emissions from road freight transport: A review of UK experience," Energy Policy, Elsevier, vol. 37(10), pages 3733-3742, October.
    10. Lei Yang & Yiji Cai & Xiaozhe Zhong & Yongqiang Shi & Zhiyong Zhang, 2017. "A Carbon Emission Evaluation for an Integrated Logistics System—A Case Study of the Port of Shenzhen," Sustainability, MDPI, vol. 9(3), pages 1-23, March.
    11. Haitao Zheng & Qi Fang & Cheng Wang & Huiwen Wang & Ruoen Ren, 2017. "China’s Carbon Footprint Based on Input-Output Table Series: 1992–2020," Sustainability, MDPI, vol. 9(3), pages 1-17, March.
    12. Ye Li & Lei Bao & Wenxiang Li & Haopeng Deng, 2016. "Inventory and Policy Reduction Potential of Greenhouse Gas and Pollutant Emissions of Road Transportation Industry in China," Sustainability, MDPI, vol. 8(12), pages 1-19, November.
    13. Timilsina, Govinda R. & Shrestha, Ashish, 2009. "Transport sector CO2 emissions growth in Asia: Underlying factors and policy options," Energy Policy, Elsevier, vol. 37(11), pages 4523-4539, November.
    14. Ratanavaraha, Vatanavongs & Jomnonkwao, Sajjakaj, 2015. "Trends in Thailand CO2 emissions in the transportation sector and Policy Mitigation," Transport Policy, Elsevier, vol. 41(C), pages 136-146.
    15. Saboori, Behnaz & Sapri, Maimunah & bin Baba, Maizan, 2014. "Economic growth, energy consumption and CO2 emissions in OECD (Organization for Economic Co-operation and Development)'s transport sector: A fully modified bi-directional relationship approach," Energy, Elsevier, vol. 66(C), pages 150-161.
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    Cited by:

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    9. Fei Ma & Xiaodan Li & Qipeng Sun & Fei Liu & Wenlin Wang & Libiao Bai, 2018. "Regional Differences and Spatial Aggregation of Sustainable Transport Efficiency: A Case Study of China," Sustainability, MDPI, vol. 10(7), pages 1-23, July.
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