Lake Township is a township in Harvey County, Kansas, United States. As of the 2000 census, its population was 173.
Lake Township covers an area of , and contains the unincorporated community of Patterson. According to the USGS, it contains one cemetery, Hunt. Greenfield Lake and Saucer Lake are within the township.