WEATHERMAPS.AI · THE AI MODEL DESK OF THE FORECAST NETWORK FORECAST EAGLE FORECAST EURO WEATHER.CITY WEATHER.FOOTBALL
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Ensemble Explorer

Operational IFS ENS · MEAN, SPREAD & PERCENTILES · 0.25° CHART VIEW ↗
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Forecast hour
+000h
Speed
SPACE TO PLAY · ← → TO STEP · [ ] TO CHANGE RUN · SHIFT + ARROWS FOR THE NEIGHBOURING PLACE · CLICK A CITY FOR ITS TIME SERIES
About this field
MODEL RUN
RENDERED
GRID
0.25°
CADENCE
RANGE

About IFS ENS

ECMWF · Ensemble · IFS with perturbed initial conditions and stochastic physics, 51 members

The ECMWF ensemble runs the physical model many times from slightly different starting points. Its mean is a forecast; its spread says how much to trust it. The spread and percentile fields here are the reference band every single-run model on the Board is read against.

Where a learned model's forecast leaves the ensemble's 10–90% range, it is making a claim the physics ensemble does not support. That is worth knowing before believing it.

Why it is on this site. A learned model that leaves the ensemble's 10–90% band is making a claim the physics ensemble does not support. That is the most useful single sentence this site can print about a run.

Maps rendered by Forecast Euro and read here unchanged. Data © ECMWF, CC-BY-4.0. Not affiliated with ECMWF. Full model facts →