IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v278y2023ipas0360544223012926.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544223012926
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2023.127898?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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.
    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. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mehmet Balcilar & Daberechi Chikezie Ekwueme & Hakki Ciftci, 2023. "Assessing the Effects of Natural Resource Extraction on Carbon Emissions and Energy Consumption in Sub-Saharan Africa: A STIRPAT Model Approach," Sustainability, MDPI, vol. 15(12), pages 1-23, June.
    2. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    3. Polemis, Michael & Tselekounis, Markos, 2019. "Does deregulation drive innovation intensity? Lessons learned from the OECD telecommunications sector," MPRA Paper 92770, University Library of Munich, Germany.
    4. Yeung, Matthew C.H. & Ramasamy, Bala & Chen, Junsong & Paliwoda, Stan, 2013. "Customer satisfaction and consumer expenditure in selected European countries," International Journal of Research in Marketing, Elsevier, vol. 30(4), pages 406-416.
    5. Aladejare, Samson Adeniyi, 2022. "Natural resource rents, globalisation and environmental degradation: New insight from 5 richest African economies," Resources Policy, Elsevier, vol. 78(C).
    6. Gautam, Tej K. & Paudel, Krishna P., 2018. "The demand for natural gas in the Northeastern United States," Energy, Elsevier, vol. 158(C), pages 890-898.
    7. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.
    8. Can Xu & Jan P. A. M. Jacobs & Jakob de Haan, 2023. "Does Household Borrowing Reduce the Trade Balance? Evidence from Developing and Developed Countries," Open Economies Review, Springer, vol. 34(4), pages 759-787, September.
    9. Iheonu, Chimere & Asongu, Simplice & Odo, Kingsley & Ojiem, Patrick, 2020. "Financial Sector Development and Investment in Selected ECOWAS Countries: Empirical Evidence using Heterogeneous Panel Data Method," MPRA Paper 107102, University Library of Munich, Germany.
    10. Meira, Erick & Cyrino Oliveira, Fernando Luiz & de Menezes, Lilian M., 2022. "Forecasting natural gas consumption using Bagging and modified regularization techniques," Energy Economics, Elsevier, vol. 106(C).
    11. Dierk Herzer & Holger Strulik & Sebastian Vollmer, 2012. "The long-run determinants of fertility: one century of demographic change 1900–1999," Journal of Economic Growth, Springer, vol. 17(4), pages 357-385, December.
    12. Jos Alberto Fuinhas & Ant nio Cardoso Marques & Alcino Pinto Couto, 2015. "Oil-Growth Nexus in Oil Producing Countries: Macro Panel Evidence," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 148-163.
    13. Asongu Simplice, 2013. "Does Money Matter in Africa? New Empirics on Long- and Short-run Effects of Monetary Policy on Output and Prices," Working Papers of the African Governance and Development Institute. 13/005, African Governance and Development Institute..
    14. Ferreira, Cândida, 2020. "Globalisation and Economic Growth: A Panel Data Approach," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 73(2), pages 187-236.
    15. Khan, Yasir & Hassan, Taimoor & Guiqin, Huang & Nabi, Ghulam, 2023. "Analyzing the impact of natural resources and rule of law on sustainable environment: A proposed policy framework for BRICS economies," Resources Policy, Elsevier, vol. 86(PA).
    16. Eugene Kouassi & Gnoudentiho G Silue & Oluyele Akinkugbe & Jean Marcelin B Brou, 2017. "Health expenditures and Income with Nonstationary Panel Data: Evidence from ECOWAS Member Countries," Economics Bulletin, AccessEcon, vol. 37(3), pages 2198-2218.
    17. Chimere O. Iheonu & Ogochukwu C. Anyanwu & Obinna K. Odo & Solomon Prince Nathaniel, 2021. "Does Economic Growth, International Trade and Urbanization uphold Environmental Sustainability in sub-Saharan Africa? Insights from Quantile and Causality Procedures," Working Papers 21/003, European Xtramile Centre of African Studies (EXCAS).
    18. Felicitas Nowak-Lehmann D. & Inmaculada Mart�nez-Zarzoso & Stephan Klasen & Dierk Herzer, 2009. "Aid and Trade - A Donor's Perspective," Journal of Development Studies, Taylor & Francis Journals, vol. 45(7), pages 1184-1202, August.
    19. Smruti Ranjan Behera, 2015. "Do Domestic Firms Really Benefit From Foreign Direct Investment? The Role Of Horizontal And Vertical Spillovers And Absorptive Capacity," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 57-86, June.
    20. Sloboda, Brian W. & Sissoko, Yaya, 2020. "Determinants of Economic Growth in ECOWAS Countries: An Empirical Investigation," African Journal of Economic Review, African Journal of Economic Review, vol. 8(2), July.

    More about this item

    Keywords

    Air transport; CO2 emissions; Maximum entropy;
    All these keywords.

    JEL classification:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:278:y:2023:i:pa:s0360544223012926. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.