None of the major disasters in the subway system 's history -- Malbone Street in Flatbush , Brooklyn , where nearly 100 died in 1918 , the Times Square wreck that killed 16 in 1928 , the 5 deaths in the Union Square derailment of 1991 -- occurred above ground .