Blooming Grove Township, Pike County, Pennsylvania. (Redirected from Blooming Grove Township (Lords Valley), Pennsylvania) Blooming Grove Township is a township in Pike County, Pennsylvania, United States. The population was 4,819 at the 2010 census.