Simulation of Southern Ocean cloud processes using the high-resolution
regional UK Met Office Unified Model with interactive aerosols
Abstract
The Southern Ocean and coastal Antarctica are key regions for global
climate. Low level mixed-phase clouds strongly control the surface
radiation budget of this region but remain challenging for climate
models because of the complex interactions between cloud liquid water
and ice crystals. Here we examine these interactions using the Unified
Model (UM) regional climate model, with the Cloud AeroSol Interacting
Microphysics (CASIM) and UK Chemistry and Aerosol (UKCA) models included
for interactive aerosol and cloud microphysics. We simulate case studies
from the second field campaign of Clouds Aerosols Precipitation
Radiation and atmospheric Composition over the Southern Ocean Phase 2
(CAPRICORN-2). Compared to these observations, we find that the UM
underestimates surface aerosol concentration by up to an order of
magnitude and investigate the effect of this bias on the simulated cloud
microphysical and radiative properties. We find that the cloud liquid
water path and surface radiative fluxes are also biased in the model,
with a 32% mean underestimation of liquid water path and 76% mean
overestimation of downwelling surface shortwave flux in one case study.
Sensitivity tests show that the cloud liquid water bias is largely
caused by deficiencies in the representation of the meteorology, and
less by aerosol or cloud microphysical properties. Our results provide
key insights on the modeling of cloud processes in high southern
latitudes.