Not necessarily. While thunder and lightning can occur during winter storms, their presence does not guarantee snowfall. Thunderstorms in the winter are often associated with warm fronts and may produce rain, sleet, or freezing rain. Factors like temperature, moisture levels, and atmospheric conditions determine the type of precipitation that occurs during a winter storm.