I personally think land taxes are better than as-built property taxes because they encourage investment. If you assume that lower taxes are an incentive, we currently are giving land owners an incentive not to invest in their property. Society as large actually wants land owners to invest in their properties.
If you want to argue that land owners shouldn't be taxed at all, fine, but they are currently being taxed.