Johannesburg Census Designated Place is a census located in Kern County, California. It appears on the Johannesburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,517.06 feet (1,072.00 m) above sea level. The nearest populated place is Johannesburg, approximately 0.4 miles to the E.