He will go before him in the spirit and power of Elijah, 'to turn the hearts of the fathers to the children,' and the disobedient to the wisdom of the just; to make ready a people prepared for the Lord."
So, because they only served for a week at the time. In just a few days he left there, Jerusalem, and went to Judea, which is nearby Jerusalem, actually.