Preprints
https://doi.org/10.5194/egusphere-2025-697
https://doi.org/10.5194/egusphere-2025-697
11 Apr 2025
 | 11 Apr 2025

Satellite-based estimation of contrail cirrus cloud radiative forcing derived through a Rapid Contrail-RF Estimation Approach

Ermioni Dimitropoulou, Pierre de Buyl, and Nicolas Clerbaux

Abstract. Geostationary satellite observations were used to estimate the radiative forcing of contrail cirrus clouds through a Rapid Contrail-RF Estimation Approach. Meteosat Second Generation/ Spinning Enhanced Visible and InfraRed Imager (MSG/SEVIRI) observations were utilized to visually identify days with contrails. For six selected days, ice clouds were characterized using the Optimal Cloud Analysis (OCA) product from MSG/SEVIRI data provided by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT). Look-Up Tables (LUTs) were constructed using the libRadtran radiative transfer (RT) model to quantify the radiative effect of ice clouds in the shortwave (SW) and longwave (LW) spectral regions. The retrieved cloud properties were combined with the LUTs to generate radiative forcing maps for natural and contrail cirrus clouds. A separation scheme isolated the radiative forcing of contrails. The resulted dataset provides a quantification of the SW, LW and net radiative forcing at the top of the atmosphere (TOA) due to contrails. Over the full diurnal cycle, contrails cause a cooling effect during the daytime and warming at night. The Rapid Contrail-RF Estimation Approach's validity was assessed through correlative exercises focusing on uncertainties in the use of LUTs, a single ice cloud parameterization, and a calculated cloud top height (CTH), supplemented by comparisons with polar-orbiting satellite observations from the Clouds and the Earth's Radiant Energy System (CERES) instruments. Overall, these correlative comparisons indicate that the proposed approach provides accurate data on contrails radiative forcing estimation, with an accuracy on the order of approximately 15 %.

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Journal article(s) based on this preprint

21 Jan 2026
Satellite-based estimation of high-altitude ice cloud radiative forcing derived through a Rapid Contrail-RF Estimation Approach
Ermioni Dimitropoulou, Pierre de Buyl, and Nicolas Clerbaux
Atmos. Meas. Tech., 19, 437–459, https://doi.org/10.5194/amt-19-437-2026,https://doi.org/10.5194/amt-19-437-2026, 2026
Short summary
Ermioni Dimitropoulou, Pierre de Buyl, and Nicolas Clerbaux

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
AR by Ermioni Dimitropoulou on behalf of the Authors (12 Nov 2025)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (13 Nov 2025) by Simone Lolli
RR by Anonymous Referee #3 (25 Nov 2025)
RR by Anonymous Referee #2 (29 Nov 2025)
ED: Publish subject to minor revisions (review by editor) (01 Dec 2025) by Simone Lolli
AR by Ermioni Dimitropoulou on behalf of the Authors (10 Dec 2025)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (11 Dec 2025) by Simone Lolli
AR by Ermioni Dimitropoulou on behalf of the Authors (11 Dec 2025)

Journal article(s) based on this preprint

21 Jan 2026
Satellite-based estimation of high-altitude ice cloud radiative forcing derived through a Rapid Contrail-RF Estimation Approach
Ermioni Dimitropoulou, Pierre de Buyl, and Nicolas Clerbaux
Atmos. Meas. Tech., 19, 437–459, https://doi.org/10.5194/amt-19-437-2026,https://doi.org/10.5194/amt-19-437-2026, 2026
Short summary
Ermioni Dimitropoulou, Pierre de Buyl, and Nicolas Clerbaux
Ermioni Dimitropoulou, Pierre de Buyl, and Nicolas Clerbaux

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Short summary
In this study, we estimate the radiative impact of contrail cirrus clouds using satellite observations and radiative transfer calculations. We focused on six days when contrails were present over parts of Europe, estimating their radiative forcing. We show that contrails cause warming at night and in winter, while cooling during the day and in summer. Our approach was evaluated through various comparisons, showing that it provides accurate estimates of contrail radiative forcing.
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