Hanover Township is one of fourteen townships in Shelby County, Indiana. As of the 2010 census, its population was 2,283 and it contained 962 housing units.
Hanover Township was organized before 1840.
According to the 2010 census, the township has a total area of , of which (or 99.56%) is land and (or 0.44%) is water.