Jabal Maqla (or Jabal Al Lawz as the entire range is called) is now the most famous candidate in the Arabian peninsula, see here and here. An ancient altar has been found at the foot of the mountain with petroglyphs of bulls which are supposedly images of the golden calf the Israelites worshiped as described in the bible.

For questions about the study of the physical remains of humans and human activity.