Soldier Creek is a stream located in Osage County, Kansas. It appears on the Osage City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,042.46 feet (317.74 m) above sea level. The nearest populated place is Burlingame, approximately 2.3 miles to the ENE.