Traditional ways to forecast precipitation type
1000-500 thickness
- will not resolve thin warm layers
- warm boundary layer temperature or a warm layer above the surface
1000-850 and 850-700 mb partial thickness methods
- better, but still may miss a very thin warm layer
soundings and forecast soundings