Yes, the rent will get paid BUT, instead of going to investors, it should replace the taxation of labor and commerce.
Because we don't benefit by rewarding land speculators but we WOULD benefit by un-taxing everything that makes life more fun.
Also, taxing away the profitability of land hoarding will drop the price of land to its lowest possible level.