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

Related authors

Vertical profiling of the troposphere: Innovation, optimization and application, Part I (VITAL I)
Ulrich Löhnert, Maike Ahlgrimm, Felix Ament, Jens Bange, Kjell zum Berge, Birger Bohn, Yann Büchau, Leonie Esters, Lars van Gelder, Yohanes R. S. Ginting, Luise Helmstreit, Tobias Marke, Marcus G. Müller, Patrizia Ney, Anika Obermann-Hellhund, Andreas Platis, Bernhard Pospichal, Alexander Pschera, Anja Rapmund, Mirjana Sakradzija, Martin Schön, Jan H. Schween, Maria Toporov, and Andreas Wieser
Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2026-784,https://doi.org/10.5194/essd-2026-784, 2026
Preprint under review for ESSD
Short summary
EarthCARE reveals details on the role of rain in closed-to-open cell transitions
Johanna Mayer, Daniele Gasbarra, Robin J. Hogan, Edward Malina, Shannon L. Mason, and Blanka Piskala Gvozdikova
Atmos. Chem. Phys., 26, 14085–14110, https://doi.org/10.5194/acp-26-14085-2026,https://doi.org/10.5194/acp-26-14085-2026, 2026
Short summary
Potential vorticity modification by turbulence in the upper troposphere and lower stratosphere – Part 2: Coherent upscale effect in a warm conveyor belt outflow
Ming Hon Franco Lee, Hanna Joos, Heini Wernli, Richard Forbes, and Michael Sprenger
EGUsphere, https://doi.org/10.5194/egusphere-2026-4609,https://doi.org/10.5194/egusphere-2026-4609, 2026
This preprint is open for discussion and under review for Weather and Climate Dynamics (WCD).
Short summary
Evaluating the scanning capabilities of an MWR to estimate temperature and humidity advection from a single site
Andrea Burgos-Cuevas, David D. Turner, Jan H. Schween, Tobias Marke, Tobias Böck, and Ulrich Löhnert
EGUsphere, https://doi.org/10.5194/egusphere-2026-4994,https://doi.org/10.5194/egusphere-2026-4994, 2026
This preprint is open for discussion and under review for Atmospheric Measurement Techniques (AMT).
Short summary
ECOMIP: The EarthCARE-ORCESTRA Model Intercomparison Project
Woosub Roh, Masaki Satoh, Romain Fiévet, Mark D. Fielding, Robin J. Hogan, Bjorn Stevens, Takuji Kubota, and Hajime Okamoto
EGUsphere, https://doi.org/10.5194/egusphere-2026-3606,https://doi.org/10.5194/egusphere-2026-3606, 2026
This preprint is open for discussion and under review for Geoscientific Model Development (GMD).
Short summary

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
Download
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.
Share
Altmetrics
Final-revised paper
Preprint