GOES-8 infrared satellite indicated that small-droplet and "non-classical" large-droplet icing occurred most often occurred when cloud top temperatures (CTTs) were warmer than -17C, while mixed-phase icing occurred within a cooler subset of CTTs. A significant percentage of large- and small-droplet icing occurred beneath melting zones in "classical" environments, when CTTs were much colder. A GOES-8 based icing algorithm is shown to perform quite well for all but the "classical" icing encounters.
Surface observations of cloud coverage and certain precipitation types provide good information about icing and SLD encounters aloft, while other observations provide much less. In particular, surface reports of freezing drizzle, freezing rain, and ice pellets are excellent indicators of SLD environments in the lower atmosphere. Results differ significantly between non-classical and classical situations, and with location relative to melting zones.
Aircraft temperature profiles reveal that the stability in non-classical SLD environments varies greatly. Non-classical SLD was observed with in-cloud temperature structures that ranged from isothermal to moist adiabatic. SLD formed in relatively low stability tended to be isolated to situations where relatively low concentrations of cloud condensation nuclei are expected. Classical SLD primarily occurred in very stable environments beneath the melting zone.