In November, the weather in Dunfermline is typically cold. Average daily high temperature in November is about 8 degrees above zero. On average, Dunfermline has 14 rainy, 8 partly cloudy, 5 cloudy, and 3 sunny days in November. The rains are usually heavy. November as well as January, February, March, and April is considered the most uncomfortable time to visit Dunfermline.