Blue Mountain Lake is a reservoir located in Madison County, Missouri. It appears on the Rhodes Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 861.15 feet (262.48 m) above sea level. The nearest populated place is Lance, approximately 3.1 miles to the NE.