Advanced Data Assimilation for CEDAR

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The PIs will test various data assimilation schemes on the January 20-30, 1993 World Campaign CEDAR database. This database contains observations from ground-based instruments, which will be supplemented with UARS satellite data and simulations produced by the NCAR Thermosphere-Ionosphere-Mesosphere-Electrodynamics General Circulation Model (TIME-GCM). The PI will: (1) develop, implement, and validate an optimal nudging data smoothing scheme; (2) develop a direct optimization parameter estimation scheme; (3) research the applicability of the adjoint model technique; (4) develop and implement an adjoint model parameter estimation scheme; and (5) apply assimilation schemes to the January 20-30, 1993 10- day campaign data.***