Alsup Creek is a stream located in Monroe County, Mississippi. It appears on the Amory SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 229.66 feet (70.00 m) above sea level. The nearest populated place is Buttahatchie (historical), approximately 1.8 miles to the ENE.