The origin of surname MacFarland is Aberdeenshire in Scotland.
 
The name itself derives from the name MacFarland Parlan, which means in Gaelico Bartolomeo.

Some variations of this surname are: MacFarlane, MacFarlain, MacFarlan, MacFarland, MacParlan, MacParland, MacPartland, MacPharlan and others.