Our foundation model can improve weather forecasts by providing a more precise starting point, or initial condition, based on multimodal observations.

Neighborhood-scale heat monitoring empowers cities to improve health and comfort in urban microclimates.

Quickly evaluate the value of new observing systems and quantify improvements in analysis and forecast error.

Early warnings help communities to respond effectively to extreme weather events and protect life and property

Modeling weather and soil conditions helps optimize water usage, fertilizer application, and crop yields.

Accurately predicting wind and solar energy supply helps grid operators maintain a more stable and efficient energy system.