This chart shows probabilities that the 7-day mean of mean sea level pressure (from the 101 ...

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This chart shows 7-day mean anomalies of mean sea level pressure (mslp) from the ECMWF ...

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The ECMWF seasonal forecasts (SEAS5) are produced every month with a 51-member ensemble at a ...

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**Note:** In **June 2023** ECMWF implemented a **major upgrade ...**

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Ensemble Mean Sea Level Pressure (MSLP) is the mean MSLP of the ensemble members (in hPa) and detail is smoothed out. These charts show surface pressure patterns...

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These charts show the mean and variation in the latest ECMWF ensemble forecast (ENS). ...

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**Note:** In **June 2023** ECMWF implemented a **major upgrade ...**

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The reliability diagram shows the reliability of the ECMWF seasonal forecast system (SEAS5) with ...

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This chart shows the Relative Operating Characteristics (ROC) diagram for the three-month ...

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This chart shows the spatial variation in the Relative Operating Characteristics (ROC) skill ...

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The ECMWF seasonal forecasts (SEAS5) are produced every month with a 51-member ensemble at a ...

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This display helps with the recognition of clouds of different layers, even when they overlap. Brighter colouring represents greater cloud cover. Cloud-free areas appear white while areas of full cloud cover at all levels appear dark grey (e.g. active fronts)...

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**Note:** In **June 2023** ECMWF implemented a **major upgrade ...**

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**Note:** In **June 2023** ECMWF implemented a **major upgrade ...**

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**Note:** In **June 2023** ECMWF implemented a **major upgrade ...**

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These charts show MSLP and 850hPa forecasts for the Ensemble Control Forecast, and 50 ENS ...

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These charts aim to point towards areas where anomalous weather is likely to occur. ...

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Note: This Generation 1 Collection has been superseded by Generation 2 Simulation-level Collections

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Note: This Generation 1 Collection has been superseded by Generation 2 Simulation-level Collections

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GraphCast (Google DeepMind): a deep learning-based system developed by Google DeepMind.It is initialised with ECMWF analysis. GraphCast operates at 0.25° resolution.

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Pangu-Weather: a deep learning-based system developed by Huawei. It is initialised with ECMWF analysis. Pangu-Weather operates at 0.25° resolution.

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Pangu-Weather: a deep learning-based system developed by Huawei. It is initialised with ECMWF analysis. Pangu-Weather operates at 0.25° resolution.

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The nextGEMS data is aligned with the Climate Change Adaptation Digital Twin. The DestinE Digital Twin for Climate Change Adaptation (Climate DT) supports adaptation activities by providing innovative climate information on multi-decadal timescales, globally, at scales at which many impacts of climate change are observed.

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The nextGEMS data is aligned with the Climate Change Adaptation Digital Twin. The DestinE Digital Twin for Climate Change Adaptation (Climate DT) supports adaptation activities by providing innovative climate information on multi-decadal timescales, globally, at scales at which many impacts of climate change are observed.

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**Note:** In **June 2023** ECMWF implemented a **major upgrade ...**

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