From GibMap

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Situated just outside the city walls by Southport Gates, this was Gibraltar's Military Cemetery where officers and their families were buried. It was named Trafalgar Cemetery in memory of the casualties of the Battle of Trafalgar who were buried in these grounds. Every year on Trafalgar Day, a ceremony is held here to commemorate the great victory.