When you travel with your pet, 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 66°F, while the coldest months are January and February with an average of 16°F. The snowiest months in Detroit Lakes are April, March, January, and December, with each month seeing an average of 11 inches of snowfall.