The 10-foot deep sinkhole opened up around noon Wednesday at 6th and Pleasant streets near Santa Paula High School.
Santa Paula High School released students early as a precaution, and geologists are working with the city to determine the stability of the area.
The vehicle was parked when it fell in the sinkhole. No one was inside.