In February, the weather in Capitol Reef National Park is typically cold. Average daily high temperature in February is about 1 degree above zero. On average, Capitol Reef National Park has 13 partly cloudy, 9 sunny, 3 rainy, 3 cloudy, and 1 snowy day in February. The rains are usually light. February as well as March, April, July, and November is considered the most uncomfortable time to visit Capitol Reef National Park.