The territory they occupied was approximately where Gaza is today. The land in question was called Canaan. Arabs never lived North of Petra in those days.
First refugees travelling on Hungarian bus arrive at Austrian border (Reuters)
from the article: U.S. protests 'State of Palestine' placard in UN