Articles | Volume 26, issue 15
https://doi.org/10.5194/acp-26-11309-2026
https://doi.org/10.5194/acp-26-11309-2026
Research article
 | 
12 Aug 2026
Research article |  | 12 Aug 2026

Introducing aerosol-cloud interactions in the ECMWF model reveals new constraints on aerosol representation

Paolo Andreozzi, Mark D. Fielding, Robin J. Hogan, Richard M. Forbes, Adrian A. Hill, Samuel Rémy, Birger Bohn, and Ulrich Löhnert

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Cited articles

Ahlgrimm, M., Forbes, R. M., Hogan, R. J., and Sandu, I.: Understanding Global Model Systematic Shortwave Radiation Errors in Subtropical Marine Boundary Layer Cloud Regimes, J. Adv. Model. Earth Sy., 10, 2042–2060, https://doi.org/10.1029/2018MS001346, 2018. a
Ahola, J., Raatikainen, T., Alper, M. E., Keskinen, J.-P., Kokkola, H., Kukkurainen, A., Lipponen, A., Liu, J., Nordling, K., Partanen, A.-I., Romakkaniemi, S., Räisänen, P., Tonttila, J., and Korhonen, H.: Technical note: Parameterising cloud base updraft velocity of marine stratocumuli, Atmos. Chem. Phys., 22, 4523–4537, https://doi.org/10.5194/acp-22-4523-2022, 2022. a
Albrecht, B. A.: Aerosols, Cloud Microphysics, and Fractional Cloudiness, Science, 245, 1227–1230, https://doi.org/10.1126/science.245.4923.1227, 1989. a
Andreozzi, P.: Aerosol activation lookup table (LUT) for CAMS/IFS-COMPO CY49R1, Zenodo [data set], https://doi.org/10.5281/zenodo.20051869, 2026a. a
Andreozzi, P.: pandreozzz/optimind: First release of OptimiNd (Version v0.1), Zenodo [code], https://doi.org/10.5281/zenodo.21809161, 2026b. a
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Short summary
Aerosols significantly contribute to the Earth’s climate, but models still struggle to represent them. Here we use satellite observations of clouds to constrain aerosol processes in a weather and air-quality model. We show that African wildfires lead to overly bright simulated clouds and that the model removes too much aerosol in mixed-phase clouds. This demonstrates how cloud observations can target weakly constrained aerosol processes, with potential benefits for weather and climate modelling.
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