Lagerbielke is a surname. Notable people with the surname include: Axel Lagerbielke (1702–1782), Swedish naval officer Gustaf Lagerbjelke (1817–1895), Swedish politician Gustaf Lagerbielke (footballer) (born 2000), Swedish footballer Lucie Lagerbielke (1865–1931), Swedish artist and writer