You need to break up the corrosion of the aluminium. Not easy, but first try boiling water and then penetrating oil. Heat on the aluminium may help, but that is best done with the base off the boat for obvious reasons. Lots of patience required and you may find it impossible to do without removing the base and stanchion from the boat.