Methodologies for seasonal-decadal and centennial predictions will be provided by separate consortia but will be based on a unified approach to the representation of modelling and initial condition uncertainties in the ensemble design. The ensemble prediction system will provide the basis for the production and use of objective probabilistic climate forecasts within ENSEMBLES.