Preprints
https://doi.org/10.5194/egusphere-2026-3050
https://doi.org/10.5194/egusphere-2026-3050
30 Jun 2026
 | 30 Jun 2026
Status: this preprint is open for discussion and under review for Geoscientific Model Development (GMD).

Launch Emission Assessment Tool (LEAT v1.0): Part I – Development of a tool to calculate altitude-dependent rocket launch emissions for use in chemistry-climate models

Jan-Steffen Fischer, Stefanos Fasoulas, Matthias Nützel, and Anja Schmidt

Abstract. Rocket launches generate gaseous and particle emissions throughout all layers of the atmosphere, affecting both Earth's atmospheric composition and radiative balance. Emissions caused by rocket launches depend on the propellant, launch vehicle, and atmospheric conditions. To assess the atmospheric effects of rocket launch emissions, comprehensive chemistry-climate models are needed, which rely on emission inventories. These inventories need to provide detailed information on the mass profile of burned propellant in space and time, as well as the amount and chemical species emitted. However, existing emission inventories typically assume simplified burn profiles and all but one neglect the altitude dependence of post-combustion. Furthermore, the dependence of chemical reactions on engine specifics — such as engine cycle, mixture ratio, and nozzle shape — are not considered. This leads to uncertainties in the associated effects on atmospheric composition and climate.

We therefore developed the launch emission assessment tool (LEAT v1.0), which allows the calculation of both the trajectory and the emission mass based on specific vehicle parameters such as the mass, staging, and geometry of the launch vehicle, as well as the propellants and engine specifics. In this paper, the underlying models and methods used for the launch trajectory and emission calculation are presented. Using LEAT, we show that launch emissions depend strongly on the launch vehicle type, engine parameters and the assumed in-mixing of ambient air during post-combustion, which determines the altitude-dependent afterburning efficiency.

We also discuss different methods to calculate rocket launch emissions and compare results for selected rocket launch case studies, focusing on the calculation of the mass profile, the exhaust at nozzle exit level and final emissions after post-combustion within the atmosphere. Results from LEAT are compared with flight data for trajectories and common literature approaches for emissions. The approach also considers emissions of minor species such as OH, H2, and NO2 which are not yet covered by existing inventories but might affect atmospheric composition. Our results show that emissions of minor species are highly dependent on the chosen post-combustion efficiency. LEAT can be used to create a global, vehicle- and launch-specific rocket launch emission inventories. Additionally, uncertainties in rocket launch emissions can also be estimated. Overall, this will enable comprehensive assessments of the atmospheric effects from rocket launches using chemistry-climate models including a detailed uncertainty characterization.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
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Jan-Steffen Fischer, Stefanos Fasoulas, Matthias Nützel, and Anja Schmidt

Status: open (until 25 Aug 2026)

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Jan-Steffen Fischer, Stefanos Fasoulas, Matthias Nützel, and Anja Schmidt

Data sets

Supplementary Files to Launch Emission Assessment Tool (LEAT v1.0): Part I - Development of a tool to calculate altitude-dependent rocket launch emissions for use in chemistry-climate models Jan-Steffen Fischer https://doi.org/10.5281/zenodo.20412556

Model code and software

Launch Emission Assessment Tool (LEAT) v1.0 Jan-Steffen Fischer, Sebastian Winterhoff, and Stefanos Fasoulas https://github.com/lcasts/LEAT/releases/tag/v1.0.0

Jan-Steffen Fischer, Stefanos Fasoulas, Matthias Nützel, and Anja Schmidt
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Latest update: 30 Jun 2026
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Short summary
For the calculation of emission inventories of rocket launches we developed the Launch Emission Assessment Tool (LEAT). LEAT is the first open-source emission calculation tool for rocket launch emissions that calculates individual launches and their emissions depending on the launch vehicle and trajectory. LEAT enables the therefore user to develop own trajectory and emission inventories as a basis for estimating the (global) effects of rocket launch emissions.
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