 Bloomer Township was organized in 1882, and named after Bloomer, Wisconsin, the native home of a share of the early settlers.According to the United States Census Bureau, the township has a total area of , all of it land.As of the census of 2000, there were 92 people, 30 households, and 27 families residing in the township.