 He became a member of the British Ornithologists' Union in 1886 and was elected a fellow of the Zoological Society in 1891.He is commemorated in the scientific name of a species of Indian snake, "Rhinophis fergusonianus".Ferguson's toad "Bufo scaber" is named after him.