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Cloud-Top Relative Humidity Modulates Aerosol Effects Across Marine Cloud Regimes

  • Fan Liu
  • , Feiyue Mao
  • , Zengxin Pan
  • , Daniel Rosenfeld
  • , Wei Gong
  • , Lin Zang*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Aerosol-cloud interactions are estimated to offset ∼1/4 of greenhouse gas-induced warming. However, significant uncertainty remains, largely due to the counteracting influence of fine and coarse aerosols as well as the contrasting responses of various cloud regimes. Using a decade-long data set of geostationary satellite-retrieved cloud properties, reanalysis aerosol and meteorological data, along with strict meteorological binning and bivariate regression, we quantify the regime-dependent susceptibilities of cloud properties and radiative effects (CRE) to fine aerosols (FA) and coarse sea-salt aerosols (CSA). FA consistently decreases droplet size, while enhancing albedo, cloud fraction, and net cooling across stratocumulus (MSC), trade-wind cumulus (Cu), and shallow tropical convection (STC). A 50% increase in FA mass concentrations induces average Net CRE changes of −14.7 W m−2 (MSC), −5.1 W m−2 (Cu), and −4.1 W m−2 (STC), far exceeding CSA effects, which results in a cooling enhancement of less than −3 W m−2 and even slight warming in STC. The magnitude and pathway of these regime-dependent responses are strongly modulated by cloud-top relative humidity (RH). Under dry cloud-top conditions (RH < 35%), liquid water path (LWP) decreases with increasing FA, as enhanced evaporation outweighs precipitation suppression. Under humid cloud-top conditions (RH > 70%), LWP consistently increases with FA across regimes, as suppressed evaporation allows precipitation suppression to accumulate cloud water. At intermediate humidity (35%–70%), MSC shows a non-monotonic LWP response, marking a transition between the two mechanisms. CSA effects show the opposite RH-dependent behavior. Thus, cloud-top RH plays a crucial role in modulating aerosol forcing and the efficacy of marine cloud brightening.

Original languageEnglish
Article numbere2025JD045791
JournalJournal of Geophysical Research: Atmospheres
Volume131
Issue number7
DOIs
StatePublished - 16 Apr 2026

Bibliographical note

Publisher Copyright:
© 2026. American Geophysical Union. All Rights Reserved.

Keywords

  • aerosol-cloud interaction

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