Holding raw land doesn't become a rent-seeking activity until it is sold. The owner could be waiting to accuse capital for development, waiting to purchase an ajoining property to expand, etc. A transfer tax fits this better than a land value tax.
A transfer tax is decent, but it can be sidestepped by just holding land and selling when the tax changes. Land holding is a long game.