Water levels in parts of the Ohio and Mississippi rivers are likely to reach critically low stages soon, forcing shippers to light-load harvest-season grain barges for the fourth year in a row.

Farmers rely on the Mississippi River to ship grain and bring them imported fertilizer and other critical inputs. But another year of low river levels means barge travel will be more expensive. The ...