Taking into account the local weather in Copper Harbor is an important factor for planning your visit, especially if you plan to spend your trip poolside. The hottest months are usually August and July with an average temp of 57°F, while the coldest months are February and January with an average of 23°F. The snowiest months in Copper Harbor are January, March, February, and May, with each month seeing an average of 9 inches of snowfall.