Gilfillan was pretty well known in Scotland in his time. I have two parodies/pastiches of that song in my "Embro, Embro" collection - one is about a mine disaster and the other about the Disruption of the Church of Scotland.

Biography here:

http://www.electricscotland.com/history/other/gilfillan_robert.htm