Copper Mine Creek is a stream located in Lee County, North Carolina. It appears on the Moncure USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 192.47 feet (58.66 m) above sea level. The nearest populated place is Osgood, approximately 1.0 miles to the SSW.