In February, the weather in Chatham-Kent is typically freezing. Average daily high temperature in February is about 1 degree below zero. On average, Chatham-Kent has 12 cloudy, 9 snowy, 3 rainy, 3 sunny, and 2 partly cloudy days in February. The snowfalls are usually moderate.