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How AI models are transforming weather forecasting: A showcase of data-driven systems

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Developments in machine learning are continuing at breathtaking pace, both inside and outside of weather forecasting. To help assess machine learning weather forecasts from different sources, we now show a range of them in ECMWF's charts catalog.

models to produce ensemble forecasts, which present the range of future weather possibilities.

The ERA5 reanalysis, produced by the Copernicus Climate Change Service implemented by ECMWF, is the dataset used to train these models. They can make accurate 10-day forecasts when provided with good initial conditions.

 

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