Sulphur Spring Branch is a stream located in Cleburne County, Arkansas. It appears on the West Pangburn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 258.55 feet (78.81 m) above sea level. The nearest populated place is Wilburn, approximately 2.6 miles to the ENE.

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