When you're traveling with pets, keeping track of the weather can make the trip safe and fun for everyone. The hottest months are usually July and August with an average temp of 67°F, while the coldest months are January and February with an average of 18°F. The snowiest months in Underwood are March, October, January, and December, with each month seeing an average of 6 inches of snowfall.