In February, the weather in Shelby Township is typically freezing. Average daily high temperature in February is about 1 degree below zero. On average, Shelby Township has 13 snowy, 9 cloudy, 3 partly cloudy, 2 rainy, and 2 sunny days in February. The snowfalls are usually moderate.