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Modeling aircraft emissions during the taxiing phase to assess air quality impacts: An Australian airport case study

Author

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  • Dissanayaka, Manori
  • Ryley, Tim
  • Spasojevic, Bojana
  • Caldera, Savindi

Abstract

As the aviation industry targets net-zero carbon emissions by 2050, the International Civil Aviation Organisation (ICAO) also encourages member states to adopt initiatives to improve air quality by addressing other pollutants. Some airport operators voluntarily evaluate their impact on air quality. Limited literature is available on air quality assessment methods around airports. This paper proposes a refined ICAO air quality model focused on the taxiing phase, customised for both aircraft and airport specifics, providing more accurate emission estimates than the standard model. This enhanced model enables airport operators, airlines, and general aviation operators to create more precise air pollutant emission inventories. Additionally, the results indicate that per-passenger emissions of CO, NOx, HC, and SOx during taxiing are higher in general aviation than for commercial flights at the selected Australian airport case study, with CO emissions around 71 times higher. Consequently, general aviation flights should be included in airport emission inventories due to their significant contribution. In the Australian airport case study, the A330 commercial aircraft and the BE76 general aviation aircraft show the highest CO emissions per passenger during taxiing. Therefore, airlines and general aviation operators should increasingly consider per-passenger emissions during the taxiing phase, along with other factors, in their fleet and operational decisions.

Suggested Citation

  • Dissanayaka, Manori & Ryley, Tim & Spasojevic, Bojana & Caldera, Savindi, 2026. "Modeling aircraft emissions during the taxiing phase to assess air quality impacts: An Australian airport case study," Journal of Air Transport Management, Elsevier, vol. 131(C).
    • Handle: RePEc:eee:jaitra:v:131:y:2026:i:c:s0969699725001814
    DOI: 10.1016/j.jairtraman.2025.102918
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    References listed on IDEAS

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    1. Feuser Fernandes, H. & Müller, C., 2019. "Optimization of the waiting time and makespan in aircraft departures: A real time non-iterative sequencing model," Journal of Air Transport Management, Elsevier, vol. 79(C), pages 1-1.
    2. Manori Dissanayaka & Tim Ryley & Bojana Spasojevic & Savindi Caldera, 2023. "Evaluating Methods That Calculate Aircraft Emission Impacts on Air Quality: A Systematic Literature Review," Sustainability, MDPI, vol. 15(12), pages 1-15, June.
    3. Okwir, Simon & Amouzgar, Kaveh & Ng, Amos HC., 2025. "Exploring prediction accuracy for optimal taxi times in airport operations using various machine learning models," Journal of Air Transport Management, Elsevier, vol. 122(C).
    4. Vespermann, Jan & Wald, Andreas, 2011. "Much Ado about Nothing? – An analysis of economic impacts and ecologic effects of the EU-emission trading scheme in the aviation industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(10), pages 1066-1076.
    5. Kim, Dohun & Lim, Chaehwan & Ha, Hun-Koo, 2024. "Comparative analysis of changes in passenger's perception for airline companies' service quality before and during COVID-19 using topic modeling," Journal of Air Transport Management, Elsevier, vol. 115(C).
    6. Tokuslu, Aydin, 2020. "Estimation of aircraft emissions at Georgian international airport," Energy, Elsevier, vol. 206(C).
    Full references (including those not matched with items on IDEAS)

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