RCEMIP-ACI: Aerosol-Cloud Interactions in a Multimodel Ensemble of Radiative-Convective Equilibrium Simulations

  • Guy Dagan*
  • , Susan C. van den Heever
  • , Philip Stier
  • , Tristan H. Abbott
  • , Christian Barthlott
  • , Jean Pierre Chaboureau
  • , Jiwen Fan
  • , Stephan de Roode
  • , Blaž Gasparini
  • , Corinna Hoose
  • , Fredrik Jansson
  • , Gayatri Kulkarni
  • , Gabrielle R. Leung
  • , Suf Lorian
  • , Thara Prabhakaran
  • , David M. Romps
  • , Denis Shum
  • , Mirjam Tijhuis
  • , Chiel C. van Heerwaarden
  • , Allison A. Wing
  • Yunpeng Shan
*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Aerosol-cloud interactions are a persistent source of uncertainty in climate research. This study presents findings from a model intercomparison project examining the impact of aerosols on clouds and climate in convection-permitting radiative-convective equilibrium (RCE) simulations. Specifically, 11 different modeling teams conducted RCE simulations under varying aerosol concentrations, domain configurations, and sea surface temperatures (SSTs). We analyze the response of domain-mean cloud and radiative properties to imposed aerosol concentrations across different SSTs. Additionally, we explore the potential impact of aerosols on convective aggregation and large-scale circulation in large-domain simulations. The results reveal that the cloud and radiative responses to aerosols vary substantially across models. However, a common trend across models, SSTs, and domain configurations is that increased aerosol loading tends to suppress warm rain formation, enhance cloud water content in the mid-troposphere, and consequently increase mid-tropospheric humidity and upper-tropospheric temperature, thereby impacting static stability. The warming of the upper troposphere can be attributed to reduced lateral entrainment effects due to the higher environmental humidity in the mid-troposphere. However, models do not agree on aerosol impacts on convective updraft velocity based on the preliminary examination of high-percentiles of vertical velocity at a single mid-troposheric layer (500 hPa). In large-domain simulations, where convection tends to self-organize, aerosol loading does not consistently influence self-organization but tends to reduce the intensity of large-scale circulation forming between convective clusters and dry regions. This reduction in circulation intensity can be explained by the increase in static stability due to the upper tropospheric warming.

Original languageEnglish
Article numbere2025MS005141
JournalJournal of Advances in Modeling Earth Systems
Volume17
Issue number11
DOIs
StatePublished - Nov 2025

Bibliographical note

Publisher Copyright:
© 2025 The Author(s). Journal of Advances in Modeling Earth Systems published by Wiley Periodicals LLC on behalf of American Geophysical Union.

Keywords

  • aerosols
  • clouds
  • model intercomparison
  • radiative convective equilibrium

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