Review of methods for assessing the climate impacts of aviation technologies and the resulting best practices

Abstract The climate impact of aviation resulting from both $$\text {CO}_2$$ emissions and $$\text {non-CO}_2$$ effects is gaining attention from aviation stakeholders seeking to identify potential mitigation options. There is a need to consolidate the use of assessment methods and climate metrics, which are required to convert aviation $$\text {non-CO}_2$$ effects into $$\text {CO}_2$$ -equivalent emissions. We provide an overview of the operational, technological and scenario-based climate impact assessment methods that have been applied in literature as well as considerations and requirements for the choice of climate metric. We propose a four-layer technology climate impact assessment methodology, which includes: (1) the technology parameters, such as entry into service and temporal and spatial network use; (2) the calculation of three-dimensional aircraft trajectories and emission inventories; (3) the calculation of radiative forcing and induced temperature change time series; and (4) the overall climate impact, measured using a climate metric. We recommend two climate metrics that best fulfill the requirements, the Average Temperature Response (ATR100) and the Efficacy-weighted Global Warming Potential (EGWP100), both over 100 years. Additionally, we discuss further steps, such as the understanding of the most sensitive parameters in this approach, how uncertainties can be included to provide robust estimates, aspects of verification and update possibilities for new findings in research.

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Publication Details

Journal
CEAS Aeronautical Journal
Published
2026-07-24
DOI
https://doi.org/10.1007/s13272-026-00980-0
Primary Topic
Advanced Aircraft Design and Technologies
Type
article
Field-Weighted Citation Impact
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article

Review of methods for assessing the climate impacts of aviation technologies and the resulting best practices

Malte Niklaß, M. Solazzo, Etienne Terrenoire, Katrin Dahlmann et al.
CEAS Aeronautical Journal
Advanced Aircraft Design and Technologies
article

Review of methods for assessing the climate impacts of aviation technologies and the resulting best practices

Malte Niklaß, M. Solazzo, Etienne Terrenoire, Katrin Dahlmann, Benjamin Lührs, Patrick Ratei, Florian Linke, Svitlana Zhukovska, Volker Grewe, Pascal Bertram, Lukas Soffing, Thierry Lefebvre, Prajwal Prakasha, Sigrun Matthes, Liam Megill, Edoardo Bucchignani, Phillipe Novelli
article en

Abstract

Abstract The climate impact of aviation resulting from both $$\text {CO}_2$$ emissions and $$\text {non-CO}_2$$ effects is gaining attention from aviation stakeholders seeking to identify potential mitigation options. There is a need to consolidate the use of assessment methods and climate metrics, which are required to convert aviation $$\text {non-CO}_2$$ effects into $$\text {CO}_2$$ -equivalent emissions. We provide an overview of the operational, technological and scenario-based climate impact assessment methods that have been applied in literature as well as considerations and requirements for the choice of climate metric. We propose a four-layer technology climate impact assessment methodology, which includes: (1) the technology parameters, such as entry into service and temporal and spatial network use; (2) the calculation of three-dimensional aircraft trajectories and emission inventories; (3) the calculation of radiative forcing and induced temperature change time series; and (4) the overall climate impact, measured using a climate metric. We recommend two climate metrics that best fulfill the requirements, the Average Temperature Response (ATR100) and the Efficacy-weighted Global Warming Potential (EGWP100), both over 100 years. Additionally, we discuss further steps, such as the understanding of the most sensitive parameters in this approach, how uncertainties can be included to provide robust estimates, aspects of verification and update possibilities for new findings in research.

CEAS Aeronautical Journal
Université Fédérale de Toulouse Midi-Pyrénées (FR), Université Paris-Saclay (FR), Royal Tropical Institute (NL), Office National d'Études et de Recherches Aérospatiales (FR), Italian Aerospace Research Centre (IT), Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) (DE), National Higher French Institute of Aeronautics and Space (FR), Delft University of Technology (NL)
Climate action
Openalex Percentile: Top 10%
Advanced Aircraft Design and Technologies
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