The unincorporated communities of Moland and Ruskin are both partially located within the township.

The unincorporated community of Epsom is located within Richland Township.

[3] According to the United States Census Bureau, the township has a total area of 36.1 square miles (93.4 km2), all land.

16.0% of all households were made up of individuals, and 5.6% had someone living alone who was 65 years of age or older.

None of the families and 2.7% of the population were living below the poverty line, including no under eighteens and 12.0% of those over 64.