Aberfeldy is a burgh in Perth and Kinross, Scotland, on the River Tay. A small market town, Aberfeldy is located in Highland Perthshire. It wa…Aberfeldy is a burgh in Perth and Kinross, Scotland, on the River Tay. A small market town, Aberfeldy is located in Highland Perthshire. It was mentioned by Robert Burns in the poem The Birks Of Aberfeldy and in the Ed Sheeran song The Hills of Aberfeldy.