Google DeepMind has developed an AI model called WeatherNext that significantly improves cyclone forecasting. This model provides an extra day of predictive accuracy compared to previous methods, offering forecasts that are as good as two-day predictions from older models. WeatherNext was trained on extensive global weather data and historical cyclone observations, and it uses Functional Generative Networks to generate multiple prediction scenarios efficiently. Google DeepMind is open-sourcing the WeatherNext 2 and WeatherNext Cyclones models to aid the research community and enhance disaster preparedness. AI
IMPACT Advances cyclone forecasting accuracy and lead time, potentially saving lives and reducing economic damage from extreme weather events.
RANK_REASON The cluster describes a new AI model for weather forecasting, including its technical details and open-sourcing, which falls under research and model release.
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- Cira
- Google DeepMind
- Google Research
- Hurricane Melissa
- National Hurricane Center
- Nature
- WeatherNext
- WeatherNext 2
- WeatherNext Cyclones
- climate change
- cyclone
- data center
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