Articles | Volume 19, issue 17
https://doi.org/10.5194/gmd-19-8191-2026
https://doi.org/10.5194/gmd-19-8191-2026
Model evaluation paper
 | 
04 Sep 2026
Model evaluation paper |  | 04 Sep 2026

Sensitivity of cloud structure and precipitation to cloud microphysics schemes in ICON and implications for global km-scale simulations

Maor Sela, Philipp Weiss, and Philip Stier

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Latest update: 04 Sep 2026
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Short summary
Clouds play a key role in Earth’s climate, but their representation in models remains uncertain. We use high-resolution simulations to examine how two statistical representations of cloud processes influence cloud and rain formation, and how these effects manifest in global models. We find that simulated clouds are highly sensitive to the chosen representation, and that the behaviour of features such as rain, fog, and ice becomes even more variable when moving to the global scale.
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