The process in which the anatomical structures of the descending aorta are generated and organized. The descending aorta is the portion of the aorta in a two-pass circulatory system from the arch of aorta to the point where it divides into the common iliac arteries. In a two-pass circulatory system blood passes twice through the heart to supply the body once.