Accounting for observation uncertainty and bias due to unresolved scales with the Schmidt-Kalman filter

Data assimilation combines observations with numerical model data, to provide a best estimate of a real system. Errors due to unresolved scales arise when there is a spatio-temporal scale mismatch ...