Yes, they can still be used in winter and snow weather. Keep debris and snow off the solar panel to allow the battery to recharge. If lights have been covered by snow for a long time, allow the battery to recharge in full, direct sunlight for at least 10-12 hours so it can maintain maximum capacity.