Why Monthly Forecasting? The ECMWF Monthly Forecasting System Initial conditions Ensemble generation VAREPS/Monthly MARS archiving (after 11 March 2008) MARS archiving between 7 October 2004 and 11 March 2008 Pre-operational monthly forecast MARS archiving (before 7 October 2004) Products