Dearburne \de(a)-rbur-ne, dear-bu-rne\ as a boy's name is a variant of Dearborn (Old English), and the meaning of Dearburne is "brook of the deer".
The baby name Dearburne sounds like Dearbourn and Deerborn. Other similar baby names are Rayburne and Sherburne.