Here’s an unpleasant thought… While May snowfall is rare here in Pennsylvania, it’s not entirely out of the question. Historical weather records show that measurable snow has fallen in May on a few occasions, particularly in higher elevations like the Laurel Highlands and Pocono Mountains. Statistically, the phenomenon remains possible in colder, elevated regions.