Articles | Volume 18, issue 3
https://doi.org/10.5194/essd-18-2397-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-18-2397-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
A manually labeled contrail dataset from MSG/SEVIRI
Vanessa Santos Gabriel
CORRESPONDING AUTHOR
Institute of Atmospheric Physics, Johannes Gutenberg University, Mainz, Germany
Luca Bugliaro
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Mara Montag
Institute of Atmospheric Physics, Johannes Gutenberg University, Mainz, Germany
Sabrina Ries
Institute of Atmospheric Physics, Johannes Gutenberg University, Mainz, Germany
Ziming Wang
Institute of Atmospheric Physics, Johannes Gutenberg University, Mainz, Germany
Kai Widmaier
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Matteo Arico
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Simon Unterstrasser
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Johanna Mayer
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
now at: European Space Agency, Frascati, Italy
Deniz Menekay
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Andreas Marsing
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Elena de la Torre Castro
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
now at: GE Aerospace, Garching, Germany
Liam Megill
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Faculty of Aerospace Engineering, Section Operations & Environment, Delft University of Technology, Delft, the Netherlands
Monika Scheibe
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
Christiane Voigt
Institute of Atmospheric Physics, Johannes Gutenberg University, Mainz, Germany
Deutsches Zentrum für Luft- und Raumfahrt, Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany
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Latest update: 06 Apr 2026
Short summary
We provide observations of the geostationary Meteosat satellite with contrails labeled by three people complemented with detailed cloud information. Contrails influence climate but are hard to identify in satellite imagery. With this study, we support contrail detection development and evaluation, stress the subjectivity of human labeling and reveal which meteorological conditions highlight or hide contrails. This dataset contributes to a better understanding of aviation’s climate impact.
We provide observations of the geostationary Meteosat satellite with contrails labeled by three...
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