Because they effectively pay 85% tax on the income already. Look up the Crown Estate. The UK government taking it over would result in it being sold off at bargain basement prices to fund a voter winning 5 min fix and there'd be nothing to show for it in 50 years.
Or at least taxing them the same rates as the peasants instead of letting them freeload.