You are asking the wrong people. Your local LE (Sheriff's office, Conservation Officer, etc.) will be happy to answer your question. Ask these people before you do it, as you almost certainly will be speaking with them later.
Even if it is legal, what are you going to do when the deer runs away and dies in a neighbor's yard? Deer shot with an arrow seldom die right where and when they are shot.