February in Covington is the windiest month of the year. In February, the weather in Covington is typically warm. Average daily high temperature in February is about 12 degrees above zero. On average, Covington has 13 sunny, 10 partly cloudy, 5 rainy, and 1 cloudy day in February. The rains are usually heavy.