Army of the Mississippi
The largest body of water between Chattanooga, where Sherman started, and Atlanta, was the Chattahoochee River. If there was any time in which the one portion of the Army of the Mississippi could become separated, and therefore vulnerable, crossing the Chattahoochee was it.