Stochastic Physics Sample Clauses

Stochastic Physics. The analysis of the relative impact of stochastic physics versus increased resolution (3.6) contributes to enlarge the scope of D2.3 beyond the mere enhancement of physics complexity via the inclusion of more sophisticated (compared to standard model configurations) physical parameterizations. The analyses presented in section 3.6.1 show that in several respects (mean state changes and European extreme events), stochastic physics can mimic the impact of increased resolution. However, the amplitude of change is sometimes smaller with stochastic physics, suggesting that the schemes may need further tuning to represent the sub-grid scale processes with better fidelity. On the other hand, increased resolution can sometimes deteriorate the model (as with the jet latitude structure) in ways that stochasticity appears not to. The representation of winter weather regime patterns in the North Atlantic (3.6.2) exhibits a slight improvement associated with increased resolution, while a similar bias reduction is only achieved when stochastic physics is applied to the atmospheric component, while a worsening of the biases is obtained when ocean stochastic physics is used. Overall, stochasticity remains a promising avenue for improving climate models, but a robust assessment of its merits with respect to resolution will require large-sized ensembles of simulations to verify the significance of the detected differences against the intra-ensemble variability.
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Stochastic Physics. 3.6.1 The relative impacts of stochastic physics and resolution on extreme precipitations, mean state and North Atlantic jet (UOXF)

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