AMAZING WEATHER FACT - Is it ever too cold to snow?No! No matter how cold it gets there is always moisture in the air. We often associate very cold air with no snow because invasions of air from the northern latitudes are generally associated with clearing conditions. This air is very dense and has little room for moisture. On the other hand, we generally associate heavy snows with air just below the freezing mark.