A land value tax, in theory, discourages the mere holding of unproductive land. Encouraging the land to go into the hands of people who will actually use it could, in theory, have some regenerative value to a declining city.
Under the US system, I could see this having issues if the State, Federal, or County/Municipality holds it. What if the current entity doesn't do what the other wants performed with it?