He was involved in implementation of non-linear normal mode initialization for baroclinic models at the Canadian Meteorological Centre in Canada and at Meteo-France in Paris; and he implemented an innovative error covariance formulation at the European Centre for Medium-Range Weather Forecasts in the United Kingdom.