Johnson Park is a flat located in Socorro County, New Mexico. It appears on the Capitol Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,798.09 feet (1,767.26 m) above sea level. The nearest populated place is Coane, approximately 23.6 miles to the NNE.