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deepmind.google·6d ago
AI Engineering
DeepMind Blog·May 16·5 min read
How WeatherNext helped the National Hurricane Center better predict Hurricane Melissa’s historic landfall in Jamaica
TL;DR
Meteorologists struggled to predict hurricanes' rapid intensification, which can occur when wind speeds increase significantly in a short time. Google DeepMind developed WeatherNext, an AI model that accurately forecasts both the path and intensity of storms.
✦ Why It Matters
Engineers and researchers can leverage AI models like WeatherNext to improve predictive capabilities in various domains.
Key Takeaways
- Explore AI models like WeatherNext for improved weather predictions.
- Utilize ensemble forecasting to assess multiple storm scenarios.
- Collaborate with local meteorological agencies for effective disaster response.
- Stay informed about advancements in AI-driven weather forecasting.
How It Works
WeatherNext combines global weather patterns with localized extreme cyclone data, allowing it to predict both the path and intensity of storms. It runs ensembles of 50 different scenarios, providing a comprehensive view of potential storm developments.