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With the Gaussian assumption, the Kalman filter based methods attempt to provide the best linear unbiased estimator by taking advantage of the estimated observation error covariance matrix o R and the estimated background error covariance matrix of the combined fluid and drifter states defined aswhere P FF and P DD define the background error covariance matrices of the fluid state vector and the drifters state vector, respectively

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