Geise Creek is a stream located in Morgan County, Tennessee. It appears on the Windrock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 795.30 feet (242.41 m) above sea level. The nearest populated place is Kelley Town, approximately 0.6 miles to the SSE.