Atmospheric impacts of local ocean grid refinement in a coupled earth
system model
Abstract
We report the results of two Earth System Model (ESM) configurations
which differ in their ocean physics around New Zealand. The first is a
global low-resolution configuration of UKESM1.0 while the second model,
NZESM has an eddy-permitting ocean embedded around New Zealand. The
nominal ocean resolution of the UKESM is 1 degree and that of the NZESM
is 0.2 degrees. Near New Zealand, total cloud amount is negatively
correlated with temperature. This relationship is reversed near the
seasonal sea ice edge where increased evaporation results from open
ocean which was previously covered in sea ice. In the simulations, the
change to the cloud amount is dominated by changes to stratocumulus
cloud and the resulting improvement to shortwave cloud radiative effect
- with respect to CERES-EBAF observations - is statistically significant
at the 95% level across the Southern Ocean, assuming a normally
distributed control ensemble. The near-surface air temperature in the
vicinity of the nested ocean model is also improved, when compared to
ERA5 reanalysis data. In general, clouds and their radiative effects
over the Southern Ocean are not well simulated by Earth System Models
and the changes made here improve both near-surface temperature near New
Zealand and zonal mean shortwave cloud radiative effect across the
Southern Ocean. Noting that the development of climate models always
involves an element of ‘tuning’, changing the regional ocean physics
without doing any further tuning (as is the case here), will tend to
remove some compensating bias and therefore make the model-observation
agreement in some regions less good.