Nvidia Revolutionizes Weather Forecasting with AI
Nvidia is shaking up the weather forecasting landscape by launching two groundbreaking open-source models: Earth-2 Medium Range and Earth-2 Nowcasting. This initiative marks a shift away from reliance on supercomputers, enabling developers to create tools that can impact everyday life.
Key Highlights:
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Medium Range Model: Offers high-accuracy forecasts up to 15 days ahead, outperforming existing leaders like DeepMind’s GenCast across 70 weather variables.
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Nowcasting Model: Delivers precise, country-scale forecasts at kilometer resolution, enhancing the predictive capabilities for organizations like the Israeli Meteorological Service and The Weather Company.
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Data Assimilation: Nvidia also introduced the Global Data Assimilation model, significantly speeding up the preparation of critical weather data, which is vital for accurate forecasts.
Nvidia’s approach harnesses AI’s potential to improve agriculture, energy management, and emergency response.
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