Peterson Glacier is a glacier flowing west into Penney Bay opposite Herring Island in the Windmill Islands. Mapped from aerial photographs taken by U.S. Navy (USN) OpHjp, 1946-47, and named for Louie N. Peterson, radio operator and recorder with the U.S.