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The document discusses an ensemble generation scheme for ocean analysis systems that aims to provide uncertainty estimates of the ocean state. The scheme involves randomly perturbing both assimilated observations and surface forcing inputs to generate an ensemble of ocean state estimates. This allows the analysis system to account for uncertainties in observations and surface forcing when assessing the ocean state. The project developing this scheme is taking place from 2018 to 2020 at ECMWF.



