Updating Variogram Parameters Using the Ensemble Kalman Filter

We propose a simple technique for using the Ensemble Kalman Filter (EnKF) to update variogram parameters based on production data. This technique helps to reduce the uncertainty associated with the construction of the geological model which is usually ign