Coal Mine Spring is a spring located in Box Elder County, Utah. It appears on the Rocky Pass Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,747.46 feet (1,751.83 m) above sea level. The nearest populated place is Etna, approximately 10.0 miles to the NW.