The name probably derives from one or more of the places in Scotland with a similar spelling or sound. Robert Burnes, a farmer in Kincardineshire, had three sons, of whom the youngest, Willian (1721-84), left home to find work during the uncertain times that followed the collapse of the '45 Rebellion. He became head gardener on an Ayrshire estate, marrying a local farmer's daughter when he was 36, and subsequently became a tenant farmer, only to die bankrupt because of the difficulties and conditions of the times. His elder son, Robert (1759-96), dropped the 'e' from his name, and overcame the handicap of an indigent upbringing (at the age of 15 he was the farm's chief labourer) to become the most famous, and in many respects the finest, of all Scottish poets. He wrote equally well in English and in Scots, and within a comparatively short period of a short life composed numerous technically brilliant love songs, satires, nature poems, and depictions of rustic life, as well as Tam o'Shanter, his version of a scary folk tale which is today recited all over the world on his birthday.

The talents of the family did not stop with him. William Burnes's eldest brother, James, was great-grandfather of James Burnes (1801-62), writer and Physician-General of Bombay, and Sir Alexander Burnes (1805-41), explorer and diplomat, who was the first westerner to follow the course of the River Indus, and was assasinated in Kabul, having done his best to avert interference in Afghanistan by both Indian and Russia. The Burneses of Kincardineshire were originally Campbells who were immigrants from Loch Aweside.