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Updated: Jan 29, 2026

Measurement of Aerosols Optical Thickness of the Atmosphere using the GLOBE Handheld Sun Photometer
Published on: May 29, 2019
Anthropogenic Aerosol Indirect Effects in Cirrus Clouds.
Joyce E Penner1, Cheng Zhou1, Anne Garnier2,3
1Department of Climate and Space Sciences and Engineering University of Michigan Ann Arbor MI USA.
This study introduces a new model for ice formation in cirrus clouds, improving ice number concentration estimates. The model shows negative climate forcing from soot, with aircraft soot having the largest impact.
Area of Science:
- Atmospheric Science
- Cloud Physics
- Climate Modeling
Background:
- Cirrus clouds play a crucial role in Earth's radiative balance.
- Accurate parameterization of ice formation is essential for climate models.
- Previous models struggled to accurately represent ice number concentrations.
Purpose of the Study:
- To implement a new parameterization for ice formation in cirrus clouds.
- To account for updraft variations and wave spectra in ice nucleation.
- To determine realistic ice number concentrations and their changes.
Main Methods:
- Developed a model incorporating updraft changes due to wave spectra.
- Accounted for homogeneous and heterogeneous freezing frequencies within model time steps.
- Compared model outputs to observational data for ice number concentrations.
Main Results:
- The model accurately fits ice number observations at the coldest tropical tropopause temperatures.
- Model overestimates ice number concentrations in tropical latitudes (195-215 K).
- Climate forcings from heterogeneous ice nuclei (INPs) are generally negative, influenced by soot and dust content.
Conclusions:
- The refined parameterization provides more realistic ice number concentrations.
- Anthropogenic aircraft soot exhibits a significant negative climate forcing (-0.2 ± 0.06 W/m²).
- Fossil/biofuel soot and biomass burning also contribute negative forcing, highlighting the climate impact of aerosols.
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