Carabinieri Col. Antonio Frassinetto told a news conference that the body of 23-year-old Allison Owens was found Wednesday in a canal beside a heavily trafficked road in San Giovanni Valdarno. He said she may have been using an iPod and not heard a car approaching.

Tests have been ordered to determine the cause of death.

Owens, from Columbus, Ohio, was a guide for a tour company. She was last seen alive Sunday afternoon and more than 100 police using dogs have been searching for her.