Coal Mine Creek is a stream located in Brown County, Minnesota. It appears on the Sanborn NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,010.01 feet (307.85 m) above sea level. The nearest populated place is Dotson, approximately 3.2 miles to the SE.