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Updated: May 13, 2025

Extraction and Characterization of Surfactants from Atmospheric Aerosols
Published on: April 21, 2017
High sensitivity of cloud formation to aerosol changes.
Annele Virtanen1, Jorma Joutsensaari1, Harri Kokkola1,2
1Department of Technical Physics, University of Eastern Finland, Kuopio, Finland.
Cloud droplet susceptibility to aerosol particles is higher in low-level clouds than previously thought. This finding impacts estimates of aerosol indirect radiative forcing and highlights model deficiencies.
Area of Science:
- Atmospheric Science
- Climate Science
- Aerosol Science
Background:
- Cloud droplet number concentration is sensitive to cloud condensation nuclei (CCN) number.
- This susceptibility influences aerosol-cloud interactions and radiative forcing, a key uncertainty in climate change projections.
- Low-level stratiform clouds are significant contributors to Earth's radiative balance.
Purpose of the Study:
- To investigate the susceptibility of cloud droplet number to CCN number in low-level stratiform clouds.
- To compare in situ observations with satellite-derived estimates and Earth system model simulations.
- To quantify aerosol indirect radiative forcing based on observational data.
Main Methods:
- Utilized long-term in situ observations (3-10 years) of aerosols and clouds at three high-latitude sites.
- Estimated aerosol indirect radiative forcing from observational data.
- Evaluated four Earth system models against the observational data for susceptibility and underlying physics.
Main Results:
- In situ observations revealed higher cloud droplet susceptibility in low-level stratiform clouds compared to satellite data.
- Estimated aerosol indirect radiative forcing of -1.16 W m⁻² based on observations, aligning with higher-end satellite estimates.
- Significant inter-model variability in susceptibility was found, with underlying physics often deviating from observations.
Conclusions:
- Observed cloud droplet susceptibility suggests a stronger aerosol-cloud interaction effect than often represented in models.
- The study provides a robust observational constraint for aerosol indirect radiative forcing.
- Discrepancies highlight the need to improve sub-grid-scale updraught velocities and aerosol size distribution representations in Earth system models.
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