Are snow-producing clouds an airframe icing risk? The short answer is yes, which will likely surprise most readers who fly under instrument flight rules. While your mileage may vary, depending on the conditions, heavy ice within snow-producing clouds can even overwhelm an aircraft with a certified icing protection system.
In fact, a study done by Steven Green of Flight Operations Research suggests that if you look at icing accidents and incidents that occurred during which precipitation was reaching the surface, freezing precipitation (freezing rain or freezing drizzle) is present in 33 percent of the total events and snow is present in 32 percent of the events; these conditions are not mutually exclusive, as 7 percent of the events include both.
