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The ensemble members have identical model structure to the unperturbed control forecast member but differ only that initial states and model physics have been perturbed.  This allows exploration of the currently understood range of uncertainty in the observations and the model forecasts.   When averaged over many forecasts each of the perturbed members has lower skill than the unperturbed control member.  Nevertheless any individual forecast might show a higher skill.

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A range of ensemble products show information in different ways appropriate for different uses.  These include probabilities and clusters of alternative scenarios, and tropical cyclone and extra-tropical cyclone products.  Certain important products are based on, or directly show, anomalies relative to the M-climate.  Particularly important are meteograms and the Extreme Forecast Index and Shift of Tails (EFI/SOT).   The ENS products and chart presentations show where and when weather may deviate from the average for the location and time of year, and if such an anomaly could be extreme.

Ensemble forecasts are run coupled to the Wave model (ECWAM), and the Dynamic Ocean model (NEMO) which includes modelling of sea-ice (SI3).  Atmosphere-ocean coupling occurs every hour.  This high-frequency coupling generally has a positive impact on the forecast development of synoptic-scale systems (e.g. tropical cyclones).

The current medium range ensemble, including the control, has horizontal resolution of ~9km and a vertical resolution in 137 levels.  The high horizontal and vertical resolutions have the benefit of feeding energy from smaller to larger scale features (as happens in the real atmosphere).  But also risks developing or amplifying spurious small features, or suppressing existing ones that should be retained.  

A set of medium range re-forecasts provide a basis for the medium range model climate (M-Climate).

See a comprehensive description of medium range forecast output and medium range ensemble forecast output.  Some are additional products that are only available by arrangement.

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(FUG Associated associated with Cy50r1)

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