Md. Chou et al., PARAMETERIZATIONS FOR CLOUD OVERLAPPING AND SHORTWAVE SINGLE-SCATTERING PROPERTIES FOR USE IN GENERAL-CIRCULATION AND CLOUD ENSEMBLE MODELS, Journal of climate, 11(2), 1998, pp. 202-214
Parameterizations for cloud single-scattering properties and the scali
ng of optical thickness in a partial cloudiness condition have been de
veloped for use in atmospheric models. Cloud optical properties are pa
rameterized for four broad bands in the solar (or shortwave) spectrum;
one in the ultraviolet and visible region and three in the infrared r
egion. The extinction coefficient, single-scattering albedo, and asymm
etry factor are parameterized separately for ice and water clouds. Bas
ed on high spectral-resolution calculations, the effective single-scat
tering coalbedo of a broad band is determined such that errors in the
fluxes at the top of the atmosphere and at the surface are minimized.
This parameterization introduces errors of a few percent in the absorp
tion of shortwave radiation in the atmosphere and at the surface. Scal
ing of the optical thickness is based on the maximum-random cloud-over
lapping approximation, The atmosphere is divided into three height gro
ups separated approximately by the 400- and 700-mb levels. Clouds are
assumed maximally overlapped within each height group and randomly ove
rlapped among different groups. The scaling is applied only to the max
imally overlapped cloud layers in individual height groups. The scalin
g as a function of the optical thickness, cloud amount, and the solar
zenith angle is derived from detailed calculations and empirically adj
usted to minimize errors in the fluxes at the top of the atmosphere an
d at the surface. Different scaling is used for direct and diffuse rad
iation. Except for a large solar zenith angle, the error in fluxes int
roduced by the scaling is only a few percent. In terms of absolute err
or, it is within a few watts per square meter.