Walter discovered and collected a new species of mint bush on Mount Ellery which was named in his honour as Prostanthera walteri by Victorian Government Botanist Ferdinand von Mueller in 1870 . It is thought that Walter accompanied the geodetic survey team headed by Government Astronomer Robert L. J. Ellery which surveyed East Gippsland and the border with New South Wales from 1869 to 1871.