Occasionally there is, and it’s called [thundersnow](https://en.wikipedia.org/wiki/Thundersnow). It’s relatively rare since thunderstorms are usually formed at the collision of a warm, moist mass of air with a cooler, denser air mass, and the atmosphere during winter tends to be neither warm nor moist.
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