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  • explain the physical and practical motivations for using stochastic physics in an ensemble forecast;

  • describe the two stochastic parameterization schemes used in the IFS ensemble, and their respective purposes;

  • be able to identify the improvement in forecasting skill from the inclusion of stochastic physics.

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