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Investigating CO2 emissions from aviation in oil producing countries using a two-stage maximum entropy approach

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  • Zanjani, Zeinab
  • Soares, Isabel
  • Macedo, Pedro

Abstract

The transportation sector plays a major role in the rapid economic growth of developing countries. Since this sector requires large amounts of fossil energy resources, it has a very important impact on global warming and greenhouse gas emissions. As aviation has a significant contribution to carbon dioxide (CO2) emissions among different type of transportation, there is considerable interest in policies, regulations and research to mitigate the adverse effects of aviation on climate [1]. This work investigates the role of air passengers and air freight on CO2 emissions from aviation for eight oil-producing countries in the middle east for the years 2013–2019. Maximum entropy bootstrap for time series and generalized maximum entropy estimation are used in this work, which represent two powerful techniques that lead to reliable and stable results in ill-posed models. The empirical results confirm the existence of a positive impact of air passengers on CO2 emissions from air transport in all the sample countries. But the connection between air freight and CO2 emissions from aviation is only confirmed for Iran and Qatar. The findings for the other countries regarding the impact of air freight on CO2 emissions from aviation depend on the significance levels considered.

Suggested Citation

  • Zanjani, Zeinab & Soares, Isabel & Macedo, Pedro, 2023. "Investigating CO2 emissions from aviation in oil producing countries using a two-stage maximum entropy approach," Energy, Elsevier, vol. 278(PA).
    • Handle: RePEc:eee:energy:v:278:y:2023:i:pa:s0360544223012926
    DOI: 10.1016/j.energy.2023.127898
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    References listed on IDEAS

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    1. Shafique, Muhammad & Azam, Anam & Rafiq, Muhammad & Luo, Xiaowei, 2021. "Investigating the nexus among transport, economic growth and environmental degradation: Evidence from panel ARDL approach," Transport Policy, Elsevier, vol. 109(C), pages 61-71.
    2. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    3. Rahman, Syed Masiur & Khondaker, A.N. & Hasan, Md. Arif & Reza, Imran, 2017. "Greenhouse gas emissions from road transportation in Saudi Arabia - a challenging frontier," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 812-821.
    4. Vinod, Hrishikesh D., 2006. "Maximum entropy ensembles for time series inference in economics," Journal of Asian Economics, Elsevier, vol. 17(6), pages 955-978, December.
    5. Qiu, Rui & Hou, Shuhua & Meng, Zhiyi, 2021. "Low carbon air transport development trends and policy implications based on a scientometrics-based data analysis system," Transport Policy, Elsevier, vol. 107(C), pages 1-10.
    6. Ekici, Filiz & Orhan, Gamze & Gümüş, Öner & Bahce, Abdullah Burhan, 2022. "A policy on the externality problem and solution suggestions in air transportation: The environment and sustainability," Energy, Elsevier, vol. 258(C).
    7. Vinod, Hrishikesh D. & Lopez-de-Lacalle, Javier, 2009. "Maximum Entropy Bootstrap for Time Series: The meboot R Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 29(i05).
    8. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    9. Gegg, Per & Budd, Lucy & Ison, Stephen, 2014. "The market development of aviation biofuel: Drivers and constraints," Journal of Air Transport Management, Elsevier, vol. 39(C), pages 34-40.
    10. Syeda Anam Hassan & Misbah Nosheen & Nazish Rafaz & Inayatul Haq, 2021. "Exploring the existence of aviation Kuznets curve in the context of environmental pollution for OECD nations," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 15266-15289, October.
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    Keywords

    Air transport; CO2 emissions; Maximum entropy;
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