Can conduit just be left laying on the ground?
No way.  For PVC, it's actually 18" of cover.  


  352.10(G) Underground Installations. For underground installations,
  homogenous and nonhomogenous PVC shall be permitted
  for direct burial and underground encased in concrete.
  See 300.5 and 300.50.