Lake-effect snow occurs when very cold air blows over a large, relatively warm lake and picks up huge amounts of moisture. This moisture quickly freezes and falls as heavy, narrow bands of snow on the downwind shore — sometimes dumping several feet of snow in just a few hours while nearby areas get almost nothing.