In February, the weather in Southern Pines is typically warm. Average daily high temperature in February is about 10 degrees above zero. On average, Southern Pines has 11 sunny, 11 partly cloudy, 6 rainy, and 1 cloudy day in February. The rains are usually moderate. February as well as January, March, August, and December is considered the most uncomfortable time to visit Southern Pines.