Big Spring Branch is a stream located in Mercer County, West Virginia. It appears on the Princeton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,073.49 feet (632.00 m) above sea level. The nearest populated place is Blake (historical), approximately 1.3 miles to the E.