Nelson Creek is a stream in Henry County in the U.S. state of Missouri.
Nelson Creek has the name of a pioneer citizen.
Coordinates: 38°23′31″N 93°37′28″W / 38.3919654°N 93.6243773°W / 38.3919654; -93.6243773