It may well be tha he was buried in a family plot, but his brother Arthur (the one who became a Lord) wasn't. He is buried in London.
If the funeral was in Holybourne in Hampshire, then that needs ruling out, but I don't think those burials are online. Hants Record Office in Winchester might be able to do a look-up.