December in Rhinelander is the snowiest month of the year. In December, the weather in Rhinelander is typically freezing. Average daily high temperature in December is about 6 degrees below zero. On average, Rhinelander has 15 snowy, 15 cloudy, and 1 sunny day in December. The snowfalls are usually moderate.