In 2000, according to the United States Census Bureau, the township had a total area of 61.8 square miles (160.1 km²), all of it land.
Wharton Township is bordered by Summit Township to the north, Abbott and Stewardson Townships to the east, Clinton County to the south, Cameron County, Portage Township to the west and north and Sylvania Township to the north and west.