The application of a "surface ensemble" technique which utilizes variation of spinup time for certain poorly observed surface variables will be discussed. Results of using surface ensembles with a regional spectral model will be analyzed with regard to seasonal/monthly numerical forecasting. Focus will be both on the potential value for improvement of seasonal forecasts/simulations and on the use of the surface ensemble approach in sensitivity studies.