In February, the weather in Albemarle is typically warm. Average daily high temperature in February is about 10 degrees above zero. On average, Albemarle has 12 partly cloudy, 10 sunny, 6 rainy, and 1 cloudy day in February. The rains are usually moderate. February as well as January, March, and December is considered the most uncomfortable time to visit Albemarle.