Ensemble Kalman Filter
k
ensemble members from a forecast model
ensemble (sample) mean
background-error (sample) covariance
analysis-error covariance
Update of ÔperturbationsÕ (deviations from mean) computed so that analysis error covariance is what you expect from KF equations