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research article

Parameterization of cloud droplet formation in global climate models

Nenes, Athanasios  
•
Seinfeld, J. H.
2003
Journal of Geophysical Research D: Atmospheres

An aerosol activation parameterization has been developed based on a generalized representation of aerosol size and composition within the framework of an ascending adiabatic parcel; this allows for parameterizing the activation of chemically complex aerosol with an arbitrary size distribution and mixing state. The new parameterization introduces the concept of "population splitting," in which the cloud condensation nuclei (CCN) that form droplets are treated as two separate populations: those that have a size close to their critical diameter and those that do not. Explicit consideration of kinetic limitations on droplet growth is introduced. Our treatment of the activation process unravels much of its complexity. As a result of this, a substantial number of conditions of droplet formation can be treated completely free of empirical information or correlations; there are, however, some conditions of droplet activation for which an empirically derived correlation is utilized. Predictions of the parameterization are compared against extensive cloud parcel model simulations for a variety of aerosol activation conditions that cover a wide range of chemical variability and CCN concentrations. The parameterization tracks the parcel model simulations closely and robustly. The parameterization presented here is intended to allow for a comprehensive assessment of the aerosol indirect effect in general circulation models.

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Type
research article
DOI
10.1029/2002JD002911
Author(s)
Nenes, Athanasios  
Seinfeld, J. H.
Date Issued

2003

Published in
Journal of Geophysical Research D: Atmospheres
Volume

108

Issue

D14

Start page

AAC 7

End page

1

Subjects

Aerosols

•

CCN

•

Clouds

•

GCM

•

Indirect effect

•

Parameterization

•

aerosol

•

cloud condensation nucleus

•

cloud microphysics

•

droplet

•

general circulation model

•

parameterization

Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
LAPI  
Available on Infoscience
October 15, 2018
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/149085
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