Are your dogs fixed? If there is a dog in heat somewhere they will be off and they can travel many miles. When I was a kid we had a rescued shepard that got neutered at the shelter. Too bad noone told him. He'd rip his chain and take off for a week miles away with his "girlfriend". He did come back after a week, very tired and thin.