Bristol Harbour
The memorial to the slave trader was torn down and dumped in Bristol harbour during a Black Lives Matter protest six months ago.
Avon and Somerset Police says man was arrested on suspicion of criminal damage.
The operation was carried out in the early hours of Thursday morning.
It will be exhibited in a museum alongside Black Lives Matter placards, while a consultation will be held to decide how to use the plinth.