A comprehensive well-to-wake climate impact assessment of sustainable aviation fuel

The aviation industry and policymakers are advocating Sustainable Aviation Fuels (SAF) as one of the main pillars for making the aviation industry sustainable. However, regulatory frameworks like CORSIA and the EU Renewable Energy Directive often exclude the climate impact from in-flight non-CO<sub>2</sub> emissions (e.g., NO<sub>x</sub>, H<sub>2</sub>O, and soot emissions), which is important in determining the effect of SAF in reducing the climate impact of aviation. To bridge this gap, we evaluate the total global warming effects of SAF from a well-to-wake analysis, which includes the climate effects from CO<sub>2</sub> emissions of the well-to-wake combined with the non-CO<sub>2</sub> emissions of the pump-to-wake (i.e., inflight). We quantify the climate impact of NO<sub>x</sub>, H<sub>2</sub>O and contrails and convert them to a CO<sub>2</sub> equivalence (CO<sub>2</sub>e) factor based on a climate metric, for instance, the Average Temperature Response over a given time horizon (i.e., 20, 50 and 100 years). The resulting well-to-wake CO<sub>2</sub>e values for SAF vary from about 150 to 250 g/MJ, depending on the specific fuel pathways. Our analysis shows that the maximum reduction in CO<sub>2</sub>e emissions when using SAF is less than 50% compared to conventional jet fuel, mainly due to the inflight NO<sub>x</sub> and contrail effects.

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Publication Details

Journal
Scientific Reports
Published
2025-08-30
DOI
https://doi.org/10.1038/s41598-025-13445-x
Citations
5
Primary Topic
Advanced Aircraft Design and Technologies
Type
article
Field-Weighted Citation Impact
5.53

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article

A comprehensive well-to-wake climate impact assessment of sustainable aviation fuel

Arvind Gangoli Rao, L.G.J. Boerboom, Volker Grewe, Feijia Yin
5 citations
Scientific Reports
Advanced Aircraft Design and Technologies
5.53
article

A comprehensive well-to-wake climate impact assessment of sustainable aviation fuel

Arvind Gangoli Rao, L.G.J. Boerboom, Volker Grewe, Feijia Yin
article en
5 citations

Abstract

The aviation industry and policymakers are advocating Sustainable Aviation Fuels (SAF) as one of the main pillars for making the aviation industry sustainable. However, regulatory frameworks like CORSIA and the EU Renewable Energy Directive often exclude the climate impact from in-flight non-CO<sub>2</sub> emissions (e.g., NO<sub>x</sub>, H<sub>2</sub>O, and soot emissions), which is important in determining the effect of SAF in reducing the climate impact of aviation. To bridge this gap, we evaluate the total global warming effects of SAF from a well-to-wake analysis, which includes the climate effects from CO<sub>2</sub> emissions of the well-to-wake combined with the non-CO<sub>2</sub> emissions of the pump-to-wake (i.e., inflight). We quantify the climate impact of NO<sub>x</sub>, H<sub>2</sub>O and contrails and convert them to a CO<sub>2</sub> equivalence (CO<sub>2</sub>e) factor based on a climate metric, for instance, the Average Temperature Response over a given time horizon (i.e., 20, 50 and 100 years). The resulting well-to-wake CO<sub>2</sub>e values for SAF vary from about 150 to 250 g/MJ, depending on the specific fuel pathways. Our analysis shows that the maximum reduction in CO<sub>2</sub>e emissions when using SAF is less than 50% compared to conventional jet fuel, mainly due to the inflight NO<sub>x</sub> and contrail effects.

Scientific ReportsVol. 15(1)
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) (DE), Delft University of Technology (NL)
Nederlandse Organisatie voor Wetenschappelijk Onderzoek, HORIZON EUROPE Framework Programme
Openalex Percentile: Top 4%
Advanced Aircraft Design and Technologies
5.53
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A comprehensive well-to-wake climate impact assessment of sustainable aviation fuel — Arvind Gangoli Rao, L.G.J. Boerboom, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS