The title is "Courting Round Dorset" and is on the album Looking for the Sunshine.

"It's always been my ambition to write a song containing many of the Dorset village names but Tim Laycock has well and truly beaten me to it. Get your Ordnance Survey maps out and your walking boots. You can spend many a happy holiday just finding the villages and hills mentioned following the route. You might even meet one of them 'Girls from Dorsetshire' on your travels."

From: http://www.theyetties.co.uk/viewsong.php?id=24
(The Yetties website. No lyrics there, tho)