In February, the weather in Morganton is typically cold. Average daily high temperature in February is about 9 degrees above zero. On average, Morganton has 13 sunny, 12 partly cloudy, 3 rainy, and 1 cloudy day in February. The rains are usually light. February as well as January, March, and December is considered the most uncomfortable time to visit Morganton.