David therefore departed there, and escaped to the cave of Adullam: and when his brothers and all his father's house heard it, they went down there to him.
So he actually crossed over in the area of the Dead Sea, went over to the other side to Moab and there he established his family. Now he knew that Saul's anger against him would ultimately turn against his family.