ML Weather & Turbulence Nowcasting
Near-real-time hazard prediction using radar, satellite, and aircraft data.
Machine learning improves short-horizon prediction of turbulence, convection, icing, and wind shear by fusing multiple data sources (satellite, radar, AMDAR/ACARS, pilot reports). Better nowcasts support safer routing, fewer injuries, and more stable operations.
TRL
7/9Operational
Impact
4/5
Investment
3/5
Category
Software
