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Google says its WeatherNext 3 model forecasts hourly at 5-km resolution using live satellite data

Google's new WeatherNext 3 AI model uses real-time satellite observations to produce hourly forecasts at up to 5-kilometer resolution, improving precipitation accuracy by up to 50 percent.

WHY IT MATTERS

For engineers building on Google's ecosystem, WeatherNext 3 is now embedded in Search, Maps, and Gemini, providing higher-resolution weather data for applications. The model also targets renewable energy forecasting, which is critical for grid planning. However, it is designed to complement, not replace, traditional physics-based models, so integration should account for that.

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The three things worth knowing

01

WeatherNext 3 generates forecasts every hour from the latest satellite observations, a major step up from the previous 6-hour cycle.

02

It offers 5-kilometer resolution for variables like temperature and moisture, five times sharper than the prior 25-kilometer grid.

03

Precipitation forecasts are up to 50 percent more accurate a day in advance, with the biggest gains in regions lacking ground rain gauges.

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