Peterson Township is a township in Clay County, Iowa, USA. As of the 2000 census, its population was 555. Peterson Township was created in 1878. Peterson Township covers an area of 35.75 square miles and contains one incorporated settlement, Peterson. According to the USGS, it contains one cemetery, Oakland.