Gruenhagen, Grünhagen is a German surname. Notable people with the surname include:
Colmar Grünhagen (1828–1911), German archivist and historian Glenn Gruenhagen (born 1952), American politician from Minnesota Kerry Gruenhagen (born c. 1970), American politician from Iowa