Popcorn Creek is a stream located in Monroe County, Indiana. It appears on the Owensburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 584.18 feet (178.06 m) above sea level. The nearest populated place is Popcorn, approximately 1.8 miles to the NNE.