Impacts of the assimilation of satellite sea surface temperature data on
volume and heat budget estimates for the North Sea
Abstract
Mechanisms controlling the heat budget of the North Sea are investigated
based on a combination of satellite sea surface temperature measurements
and numerical model simulations. Lateral heat fluxes across the shelf
edge and into the Baltic Sea as well as vertical ocean-atmosphere heat
exchange are considered. A 3-D variational (3DVAR) data assimilation
(DA) scheme is applied, which contains assumed model error correlations
that depend on the mixed layer depth derived from a coupled
circulation/ocean wave model. The analysis balances pressure gradients
introduced by temperature modifications. Significant hydrodynamic model
response to DA was found, which should be considered in the heat budget
estimations. The observed change of the current velocity field decreases
the lateral advective volume/heat exchanges between the North Sea and
the Atlantic, yielding an increased heat flux from the Atlantic into the
North Sea and more heat flux from the sea to the atmosphere. The largest
DA impact on volume/heat transport is in the Norwegian Channel, where
the dominant process is Eulerian transport, followed by tidal pumping
and wind pumping. Further analysis reveals an acceleration of the
along-shelf current at the northern edge of the North Sea, a decrease in
the horizontal pressure gradient from the Atlantic to the North Sea, and
a reduction of the Eulerian transport of volume/heat outward the North
Sea. Furthermore, the coupling between the circulation model and the
wave model has significant impacts on lateral heat advection in the DA
run, which is due to the wave impact on the mixed layer depth.