Heavy snow is just solid water and will act as a barrier to EM.
I remember many moons ago watching TV, the old B&W stuff, when it rained. It rained supercooled dropplets. The picture got noisier and noisier then was snuffed out.
Outside everything was sheathed in ice. You can get the same loss in an aircraft with heavy icing.