Florence Township is one of the nine townships of Erie County, Ohio, United States. It is part of the Sandusky, Ohio metropolitan statistical area. As of the 2020 census, the population was 2,470. No municipalities are located in Florence Township, although the unincorporated community of Birmingham is located in the township's east.