Turton was born at Olveston, Gloucestershire and was educated at Oriel College, Oxford. He commenced in practice at Swansea, but devoted his leisure time to natural history, especially conchology. He published several illustrated shell books, and a translation of Gmelin's edition of Linnaeus' Systema Naturae in 1806.