Assimilation of semi-qualitative observations with a stochastic Ensemble Kalman Filter

Abhishek Shah, Mohamad El Gharamti, Laurent Bertino

The Ensemble Kalman filter assumes the observations to be Gaussian random variables with a pre-specified mean and variance. In practice, observations may also have detection limits…