Yes, the most extreme winter I can remember, got close to -30 in NE PA. Lots of snow and ice, we had an astounding 2 inch plus ice storm on the south shore of Long Island in January. And snow both on top of that and under it. I got to tell the difference between the different colors of snow (white), sleet (grey), and freezing rain (clear). And you needed an ice pick to break though otherwise you'd be skating down your driveway.