Stochastics Sample Clauses

Stochastics parameterizations‌ Three configurations were implemented and tested in the EC-Earth3P model: stochasticity in the atmosphere only, using the standard SPPT scheme; one with stochasticity in ocean and sea-ice components only; finally, one with stochasticity in atmosphere, ocean, sea-ice and the land-component of the model. Further details of each configuration can be found in Table 2, including how each configuration is labelled in discussion/figures. In each case, 3 ensemble members were generated following the hist-1950 and highres-future scenarios, thereby covering the period 1950-2050 with historical and projected forcings. An equivalent ensemble was generated using the default EC-Earth3P deterministic configuration. This control ensemble, along with the single member of EC-Earth3P-HR (high-resolution deterministic) are what the stochastic schemes are compared against. In all cases, the resolution is that of the low-resolution EC-Earth3P model, i.e. spectral resolution T255, 91 levels in the vertical and a 1 degree ocean. Note that since EC-Earth3P is the only PRIMAVERA model which has implemented these schemes, we restrict comparison to the EC-Earth3P model alone, including when comparing against improvements due to resolution. We first quantify resource usage, then examine and attempt to quantify improvements, before drawing our conclusions. Because the number of topics considered over the course of PRIMAVERA is large, the discussion is necessarily kept brief. Configurati on SPPT Stochastic ocean + sea-ice Fully probabilistic Earth-System Model Abbreviatio n (experimen t IDs) SPPT (stc1, stc2, stc3) OCE (otc1, otc2, otc3) FESM (ftc1, ftc2, ftc3) Description The `stochastically perturbed parameterisation tendencies’ scheme, used in the Integrated Forecast System (IFS) weather forecasts. See Xxxxxx et al. (2009). Physics tendencies are multiplicatively perturbed by a random pattern with a decorrelation time-scale of 6hrs and length-scale of 500km. The standard deviation of the perturbation is 0.52 and clipped to always be between 0 and 2. The schemes from Xxxxxxx et al. (2013), (2014), (2017). These add multiplicative perturbations to both tendencies and parameters of certain components of NEMO and LIM: The vertical diffusion, Gent XxXxxxxxxx and turbulent kinetic energy mixing schemes (NEMO), the P* (sea-ice strength) scheme (LIM) SPPT and stochastic ocean+sea-ice are turned on with default parameters. Land-component H- TESSEL has a stochastic parameter...
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