Taking into account the local weather in Melrose Park 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 66°F, while the coldest months are January and February with an average of 29°F. The snowiest months in Melrose Park are January, March, December, and February, with each month seeing an average of 10 inches of snowfall.