Based on Observing System Simultion Experiments, an evaluation is provided, first, of the capacity of the exist-ing Arctic Ocean observing system on capturing different aspects of the Arctic Ocean changes. Subsequently a 10-year ocean-sea ice synthsis is produced, by assimilating all available observations into a coupled ocean-sea ice mode using the adjoint method.