Nelson Spring is a spring located in Wheeler County, Oregon. It appears on the Mount Pisgah USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,507.45 feet (1,678.67 m) above sea level. The nearest populated place is Mitchell, approximately 5.4 miles to the NNE.