The only caveat is that they're violating zoning codes. That means the city can directly act on it.
Of course, they likely have to go through the notification process before towing them, but they probably don't have to have the property owners permission to do so. More likely they'll warn the property owner a few times, then send them the bill for towing.
They're the same picture