When EPA Administrator Michael S. Regan last month announced his agency’s intention to change how it defines “Waters of the United States,” my first thought was: “Here we go again!”

He was short on specifics, but farmers and others should keep close watch on where this may be headed. The Obama administration tried the same thing six years ago, when it expanded the...