I fixed a lot of roofs people chopped up with hatchets after the ice storm, can you imagine people up there chipping the ice of their solar cells???
You don't have to chop the ice off. They come with a switch that reverses the battery connection which causes them to to give off sunlight and melt the ice and snow. Very neat,