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1 Improving ENSO simulations and predictions through
2 the ECCO ocean state estimation
3
4 Dietmar Dommenget and Detlef Stammer
5
6 The global ECCO ocean state estimation procedure is used to simulate
7 and forecasts of tropical Pacific SST and sub-surface fields on seasonal
8 time scale. As compared to a traditional ENSO assimilation and prediction
9 procedures, the hindcast of the constrained ocean state is much closer to
10 observed conditions. The skill of the 12 month lead SST forecast in the
11 equatorial Pacific appears to be similar in both assimilation, but
12 the optimizations leads to better skills in the SST anomaly correlations.
13 Although our current forecast system is strongly limited by the estimation
14 of atmospheric forcing corrections, the results see to suggest that
15 the forecast system would benefit if adoint optimizations are performed
16 with coupled ocean-atmosphere systems in which the coupling is
17 part of the control vectors of the adjoint optimization.
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