Before the administrative changes on 1 January 2009 in the country, the border between the former Upernavik Municipality and the former Qaanaaq Municipality ran through Kjer Glacier.[1] After that date both municipalities and the entire coast of Melville Bay were made part of Qaasuitsup municipality.[3]
Since 1 January 2018 it is part of Avannaata municipality.