Whiteman Air Force Base Census Designated Place is a census located in Johnson County, Missouri. It appears on the Burtville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 833.33 feet (254.00 m) above sea level. The nearest populated place is Knob Noster, approximately 2.5 miles to the N.