Colbourne \c(o)-lbour-ne, col-bou-rne\ as a boy's name is a variant of Colburn (Old English), and the meaning of Colbourne is "cold brook, coal brook". The baby name Colbourne sounds like Colbourn and Collbourn. Other similar baby names are Coburne, Melbourne, Milbourne and Welbourne.