M. Haeffelin et al., Improved diurnal interpolation of reflected broadband shortwave observations using ISCCP data, J ATMOSP OC, 16(1), 1999, pp. 38-54
The multisatellite Earth Radiation Budget Experiment (ERBE) was designed to
provide complete temporal coverage of the solar-reflected and earth-emitte
d radiation. Following operation of ERBE scanners on as Few as one and as m
any as three satellites between November 1984 and February 1990, narrow-hel
d-of-view earth radiation budget measurements were resumed in March 1994 by
the Scanner for Radiation Budget (ScaRaB) mission and in December 1997 by
the first Clouds and the Earth's Radiant Energy System (CERES) instrument,
each time on a single satellite. Due to sparse temporal sampling, diurnal v
ariations must be accounted for in order to establish accurate unbiased dai
ly and monthly mean radiant exitance. When the ERBE diurnal interpolation a
lgorithm is used alone, large discrepancies appear between monthly mean rad
iative fluxes obtained from single- and multisatellite data. The authors ex
tend the algorithm by accounting for diurnally varying cloud cover using In
ternational Satellite Cloud Climatology Project (ISCCP) data products. Sign
ificant improvements are found in regions where clouds have a pronounced di
urnal cycle. Further improvements are obtained by also taking into account
diurnal variations of cloud properties such as optical thickness using eith
er ISCCP cloud radiance data or a cloud classification. These approaches re
quire the development of directional models to represent the angular depend
ence of the cloud albedo corresponding to the ISCCP cloud classification.