In August, the weather in Glen Burnie is typically hot. Average daily high temperature in August is about 29 degrees above zero. On average, Glen Burnie has 12 rainy, 11 sunny, 6 partly cloudy, and 2 cloudy days in August. The rains are usually heavy.