Evaluation of CERES and CloudSat Surface Radiative Fluxes over the
Southern Ocean
Abstract
Many studies involving surface radiative fluxes rely on surface fluxes
retrieved by the Clouds and the Earth’s Radiant Energy System (CERES)
project, or derived from spaceborne cloud radar and lidar observations
(CloudSat-CALIPSO). In particular, most climate models that participated
in the Coupled Model Intercomparison Project Phase 5 (CMIP5) were found
to have too little shortwave radiation being reflected back to space and
excessive shortwave radiation reaching the surface over the Southern
Ocean – an error with significant consequences for predicting both
regional and global climate. There have been few evaluations of CERES or
CloudSat retrievals over the Southern Ocean. In this article, CERES and
CloudSat retrieved surface shortwave (SW) and longwave (LW) downwelling
fluxes are evaluated using surface observations collected over the
Southern Ocean during the Macquarie Island Cloud and Radiation
Experiment (MICRE). Overall, biases (CERES – surface observations) in
the CERES- surface fluxes are found to be slightly larger over Macquarie
Island than most other regions, approximately +10 Wm for the SW and -10
Wm for the LW in the annual mean, but with significant seasonal and
diurnal variations. If the Macquarie observations are representative of
the larger SO, these results imply that CMIP5 model errors in SW surface
fluxes are (if anything) somewhat larger than previous evaluation
studies suggest. The bias in LW surface flux shows a marked increase at
night, which explains most of the total LW bias. The nighttime bias is
due to poor representation of cloud base associated with low clouds.