Taking into account the local weather in Yellow Pine can help you maximize your time at the pool during your trip. The hottest months are usually July and August with an average temp of 58°F, while the coldest months are December and January with an average of 22°F. The snowiest months in Yellow Pine are February, January, March, and December, with each month seeing an average of 27 inches of snowfall.