Long Hollow is a valley located in Madison County, Missouri. It appears on the Cherokee Pass USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 710.42 feet (216.54 m) above sea level. The nearest populated place is Central, approximately 3.3 miles to the NNE.