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Aerosol indirect effects questions. How is the CCN spectrum related to dry aerosol number size distribution (NSD)? How well can CCN be predicted from dry NSD? How correlated is AOT and the CCN spectrum? Can CCN values be correlated with CN? How important is aerosol NSD >1 µm (GCCN)?
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Aerosol indirect effects questions • How is the CCN spectrum related to dry aerosol number size distribution (NSD)? • How well can CCN be predicted from dry NSD? • How correlated is AOT and the CCN spectrum? • Can CCN values be correlated with CN? • How important is aerosol NSD >1 µm (GCCN)? • How can aerosol parameters be evaluated?
Aerosol NSD and CCN Spectrum Source: Ackerman et al., 2008
Aerosol NSD and CCN at 0.2% Source: Van Reken et al., 2003
Aerosol NSD and CCN at 0.85% Source: Van Reken et al., 2003
AOT at 500 nm and CCN at 0.4% SS Source: Andreae et al., 2009
CN and CCN at 0.4% SS Source: Andreae et al., 2009
GCCN and Drizzle Formation Source: Feingold et al., 1999
GCCN and Drizzle Formation Source: Feingold et al., 1999
Possible two-pronged approach? • Simple initial estimate • estimate limited CCN spectrum based on AOT or extinction at a single wavelength • estimate of CN based on CCN • More challenging retrieval • calculate ambient aerosol size distribution parameters in two modes using data at added λ • seek better techniques to extend to smaller sizes
How can parameters be evaluated? • Using LES of broken low marine clouds with diagnostic aerosol treatment • ∆CRFTOA = f(∆NACCN, ∆NGCCN, ∆r, ∆σ, ∆RH, ∆AOT, ∆hygroscopicity//) • Using LES with prognostic aerosol treatment • ∆CRFTOA = f(∆NACCN) • how to handle ∆CRFTOA = f(∆NGCCN)? • Using literature estimates • ∆CRFTOA = f(∆NIN, ∆AAOT, ∆nonsphericity)