Yuyuan Garden, a koi pond. Most Chinese gardens incorporate water, either moving or still. Usually they would have a pond, and perhaps a few off-shooting streams, home to a variety of fish, such as carp or goldfish. Sometimes they will have mandarin ducks. The water has a calming effect that boosts that feeling of serenity the gardens are made for.