Weather Forecasting

Machine learning models have predicted weather a few days ahead of time. A new approach substantially extends the time horizon. Remi Lam and colleagues at Google developed GraphCast, a weather-forecasting system based on graph neural networks (GNNs).

Startups are predicting how climate change will affect global commerce. Companies that specialize in climate analytics are training neural networks to help businesses manage risks posed by a warming globe,

An AI-powered eye in the sky is helping firefighters control woodland blazes. California used maps drawn by neural networks to fight fires that threatened Yosemite National Park earlier this year.