Iowa Gov. Kim Reynolds, along with six other Midwestern governors, are exploring ways to continue year-round sales of E15, a fuel blend with 15% ethanol.

In a letter sent to the Environmental Protection Agency (EPA), the seven governors said they are preparing to make a formal request to change rules to allow year-round E15 sales.

The governors’ action was prompted by a D.C. Circuit Court of Appeals ruling earlier...