Nelson Cove is a flat located in Mariposa County, California. It appears on the Stumpfield Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,848.25 feet (563.35 m) above sea level. The nearest populated place is Nipinnawasee, approximately 2.9 miles to the E.