Brownsville Spring is a spring located in Cleburne County, Arkansas. It appears on the Brownsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 912.07 feet (278.00 m) above sea level. The nearest populated place is Brownsville, approximately 0.7 miles to the SSE.