Poplar Spring is a spring located in Lauderdale County, Alabama. It appears on the Yellow Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 462.94 feet (141.10 m) above sea level. The nearest populated place is Shaw (historical), approximately 0.5 miles to the SSE.