February in Shenandoah is the cloudiest month of the year. In February, the weather in Shenandoah is typically cold. Average daily high temperature in February is about 1 degree above zero. On average, Shenandoah has 11 cloudy, 9 rainy, 4 sunny, 3 snowy, and 2 partly cloudy days in February. The rains are usually heavy. February as well as March, April, May, and December is considered the most uncomfortable time to visit Shenandoah.