One of the injured women has been taken by helicopter to a hospital in nearby Syracuse. The other has been taken by ambulance.
The Piper Cherokee plane was attempting to land on County Route 45 in Palermo, a town of about 4,000 residents.
Police say they don't know why the plane was trying to land on the road.