it is, here. a concrete driveway is taxed, but an asphalt one is not
(I'm in the midwest US).

best way to find out is to visit your local assessor and ask for the
criteria they use. here, it's on the property card. metal awning,
concrete pad, etc - all facets of your property are considered in order
to milk as much money as possible from you.