Below the churchyard was one of Belgrade's air raid shelters. During the German bombing of Belgrade on 6 April 1941, bombs directly hit the churchyard, killing 200 people. A memorial marble cross commemorating the victims was built in the 1970s. It was also hit during the bombing of Belgrade by the Allies in 1944.