Foundation model for Weather and Climate
Description
Custom network design that uses MERRA data to learn the atmospheric processes. The Foundation Model can then be adapted to for many different applications including downscaling and parameterization
Detailed example
The Foundation Model can then be adapted to for many different applications including downscaling and parameterization
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Custom network design that uses MERRA data to learn the atmospheric processes. The Foundation Model can then be adapted to for many different applications including downscaling and parameterization
Controls / human review
ATO: Not reported; PIA: Not published