Burr Oak Township is a township in Doniphan County, Kansas, United States. As of the 2020 census, its population was 188.
Burr Oak Township covers an area of and contains no incorporated settlements. According to the USGS, it contains four cemeteries: Columbus, Jackson, Moskau and Old Home.
The stream of Smith Creek runs through this township.