Century-long kilometre-scale Ocean eddy-rich global climate simulation with the coupled IFS CY48R1 – FESOM 2.5 model
Abstract. We present novel centennial-scale global climate simulations at kilometre-scale resolution utilizing the coupled IFS-FESOM model, featuring a 9 km atmosphere and a minimal 5 km ocean. Following the HighResMIP protocol, a 50-year high-resolution coupled spin-up was conducted, which was followed by a 65-year historical simulation (1950–2014) and a scenario simulation (SSP2-4.5, 2015-2050). This was accompanied by a 100-year control simulation (1950–2050) employing the 1950 radiative forcing. These simulations explicitly resolve ocean mesoscale eddies within a long-term climate context. Overall, the model demonstrates an improved mean climate state compared to CMIP6 models, with a notable reduction in persistent model biases, except for the polar regions. Performance metrics reveal reduced global errors in surface temperature, winds, and cloud formations. The very high-resolution ocean captures eddy-rich dynamics and realistic boundary current variability, contributing to an improved sea surface salinity patterns and a strengthened Atlantic Meridional Overturning Circulation (peak ~20 Sv). The simulation also reproduces internal climate variability with high fidelity, notably a realistic El Niño–Southern Oscillation with the desired quasi-periodicity (~4–5 years) and realistic winter teleconnection patterns. Sea ice and high-latitude biases have been identified as the primary remaining challenges: the model overestimates the extent of Arctic sea ice, resulting in a cold bias in the Northern high latitudes, while an initialization error in Antarctic snow cover induces a warm bias over Antarctica. Furthermore, there is a warm bias over the Weddell Sea with high ocean mix layer depth, associated with a winter devoid of sea ice. Despite persistent sea-ice and high-latitude biases, the coupled system remains stable over centennial time scales with minimal long-term drift. These results demonstrate the feasibility and scientific value of global coupled climate simulations operating in the ocean eddy-rich regime at sub-10 km resolution. The IFS–FESOM kilometre-scale configuration thus represents a significant step forward in the development of next-generation Earth system models that robustly bridge global climate dynamics and regional-scale processes over multi-decadal to centennial periods.
This is a major achievement, congratulations!
What I miss is mainly more context and some key details:
Could you devote a paragraph other groups with similar projects? ICON is one, but there are probably also efforts in Japan, the US and China.
SST is clearly improved compared to the 'standard' 1 deg. setups, but with precip. I am not quite sure. Could you add one extra panel for SST and precip each, that shows the IFS-FESOM biases in a coarser set-up, like 1/2 or 1 degree?
It appears as if the model is simply switched on and then analyzed, but it probably required years of engineering to get there. For the non-modeller,
could you describe some of the key steps?
The FESOM grid promised a better Gulfstream separation. Has this been achieved and could you be explicit about it?
There appears to be no AABW in the Atlantic. Could you show the global MOC as well? And how strong is the ACC?
In all studies that I know, the tropical precip biases are similar in coupled and uncoupled mode, whereas in your model, the uncoupled IFS is almost bias free. Is this the result of skilled tuning, or are there key processes that only exist in IFS but not in other models?