Apparently wild birds who have found a safe day roost in the park. About 50 birds belong to this flock. At night they leave the park to forage, but as seen here also take small round trips to stretch the wings during the day.
Subspecies: autumnalis
It's not every time you see this many ducks at this site. Perhaps they roost elsewhere too, o only rarely get flushed like here.