CICS-MD Scientist Daisuke Hotta and Eugenia Kalnay have made a major breakthrough in quality control using the the Local Ensemble Transform Kalman Filter. The use of Ensemble Forecast Sensitivity to Observations (EFSO) on the GFS model is able to identify flawed observations in MODIS high latitude winds after only 6 hours.