Poplar Spring Creek is a stream located in Jackson County, Alabama. It appears on the Mud Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,551.71 feet (472.96 m) above sea level. The nearest populated place is Baileytown, approximately 3.2 miles to the WSW.