Arthur, William (1857) An Etymological Dictionary of Family and Christian Names. New York: Sheldon, Blakeman. Public Domain.
FAIRBAIRN
As described in historical dictionaries
An Etymological Dictionary of Family and Christian Names (1857)
The same as Fairchild--a fair, handsome bairn or child.
Origin: Celtic
Region of origin: British Isles
Country of origin: Scotland
Religion of origin: Christian
Language of origin: Gaelic