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3. Stochastic representations of model uncertainties at ECMWF: state of the art and future vision. (26th September 2017)

4. Towards process‐level representation of model uncertainties: stochastically perturbed parametrizations in the ECMWF ensemble. (4th December 2016)

5. Treatment of model uncertainty from radiation by the Stochastically Perturbed Parametrization Tendencies (SPPT) scheme and associated revisions in the ECMWF ensembles. (19th July 2019)