"The Big Ditch" was the popular early 20th-century moniker for the Panama Canal—reflecting its colossal excavation (200M+ cu yd) and the perception of a giant trench across the isthmus.
Both are famous canals; "ditch" is a colloquial term for any canal. But historically, "Big Ditch" = Panama.