If you’re hoping to get lost in the rain on your romantic getaway, take a look at these details about year-round temperatures in Melrose Park: The hottest months are usually July and August, with an average temperature of 22°C, while the coldest months are January and February, with an average of -1°C. The snowiest months in Melrose Park are January, November, February and December, with each month seeing an average of 13 cm of snowfall.