While it may seem hazardous on the ground, it is not uncommon for airplanes to fly in snow. This is because planes usually fly above snowfall, which makes it a non-factor for pilots and flight dispatchers. However, this is only true for commercial flights because they fly higher than smaller recreational aircraft.