Shinjuku Gyoen is famous for its botanical greenhouse , for its flowering cherry trees in April , and for its chrysanthemum exhibition during the first two weeks of October .
Every year , thousands of people visit the chrysanthemum exhibition in Shinjuku Gyoen 's botanical greenhouse .