The water-gas shift reaction, catalyzed by iron or copper-based catalysts, is used to convert carbon monoxide and water into carbon dioxide and additional hydrogen. This reaction is crucial for increasing the hydrogen yield during fuel processing, especially in hydrogen production for fuel cells.