Poplar Cove is a valley located in Caldwell County, North Carolina. It appears on the Buffalo Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,292.63 feet (393.99 m) above sea level. The nearest populated place is Buffalo Cove, approximately 2.0 miles to the N.