This report examines the e ect of model bias within a data assimilation sys tem For this study we use the Goddard Earth Observing System GEOS Data Assimilation System DAS which employs the Incremental Analysis Updating IAU procedure In such a procedure the after analysis minus rst guess in crements are used as external forcing within a general circulation model GCM to provide corrective adjustm...