In February, the weather in Temiskaming Shores is typically freezing. Average daily high temperature in February is about 6 degrees below zero. On average, Temiskaming Shores has 9 snowy, 8 partly cloudy, 6 sunny, and 6 cloudy days in February. The snowfalls are usually moderate.