The issue is not that the parking lots are empty, but that the rail station is surrounded by parking lots at all. This is a terrible waste of transit infrastructure! Rail stations should be located in densely developed areas close to destinations. If you put a station in a low-density area, that creates an opportunity to build a new efficient urban center. (In some countries, the land-value increment created through this kind of development is a large source of funding for transit infrastructure).