"We suspect the occupants from the car have stolen the tractor and we appeal to the public to report any sightings of it to police," said Senior Sergeant Pete van de Wetering.
"The tractor is not registered for the road and could be a hazard so police are urging drivers anywhere in this area to be careful."
The tractor is green with a front end loading device and a fertiliser spreader attached.