In NJ you'd probably need it registered as a motorcycle and as a watercraft.
i'm sure you would in the money grabbing state I live in.
Years ago, there is a bar owner in Southwick, MA that had one of those WW2 duck boats.
The bar was on the Congamond Lakes that are in both Massachusetts and Connecticut.
He had it registered as a car in MA and a boat in CT.