After this lecture, students will be able to:
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.