If you like the idea of taxing rent, then you definitely need to read up on Land Value Tax. It ignores all the complexity of trying to figure out the economics of specific practices (it works for retail, commercial, sports areas, etc) into taxing the rent value of the land.

It also encourages building and maintaining housing when compared property taxes (those discourage improvements as improvements increase the landlords taxes).