Since the early to mid '80s, before that it was an Arabian Oryx exhibit. But I can't remember what was there before them. The remains of the first Arabian Oryx exhibit can still be seen on the bamboo forest path between the Orangutans and Giraffes, directly to your left. It adjoins the current Bongo/Duiker exhibit just as you come over the bridge. Look closely.
