It is a snowstorm with thunder and lightning, and it happens in only a tiny fraction of snowstorms
Thundersnow occurs when the strong updrafts that build thunderstorms happen during a snowstorm instead. It is striking because falling snow absorbs sound, muffling the thunder so it carries only a short distance rather than the long rumble you hear in summer.