"Dried up ponds and waterways are signs that the city is seeing signs of environmental stress. This should be a wake up call," she said.
"Australia needs to take a careful look at water management and the philosophy of trading water as a commodity and not preserving water supplies."
The Parramatta Park Trust has attributed the dryness to the long period without rain and acknowledged the amenity of the park, popular with local families, has suffered as a result of the barren duck pond.
One of those families is Kellie Darley's. Having lived in the area for five years, Ms Darley, who regularly takes her two children to the park, noticed the water in the pond diminishing.
"What's weird is that there have been periods where it is completely flooded," she says. The pond was full a few months ago but "now it is absolutely bone dry".
Ms Darley says it is a reminder we need to place more value on our water.
"It really brings home the impact of the drought," she says. "In terms of lack of water supply, to me, that's been the most obvious impact that it has had."
Former Premier Nathan Rees who frequently visits the park said the duck pond had been poorly managed and appeared to have been recently drained to flush out an adjacent creek which had become clogged with debris.
When asked about the state of the duck pond, Parramatta Lord mayor Bob Dwyer told the Herald: "It is up to all of us to do our part to ensure we are using water sustainably."
As for the ducks, most have migrated to the nearby Parramatta River. Others wander aimlessly around the empty pond.
Since the start of December, Parramatta has received 1mm of rain, the Bureau of Meteorology reports. In the past three months, it has received 62.8mm, around a third of the amount that has fallen on the Sydney Botanic Gardens (176.8mm).
Parramatta Councillor Phil Bradley said the ducks that have moved to the river would struggle to find the necessary food sources they usually found at the pond, adding that the dried-up pond will affect the ecosystem as a whole.
"Even if the pond was to refill soon, it would take years for the duck’s food sources to re-establish themselves in the pond,” he said "This will be detrimental to all Parramatta birdlife."
NSW MP for Sydney Alex Greenwich said intense climate conditions were having "a very visual impact across Sydney and NSW".
"This is another warning that we need to do more to address climate change," he said.
Ellie Dudley is a Sydney Morning Herald intern journalist.
Anna Patty is Workplace Editor for The Sydney Morning Herald. She is a former Education Editor, State Political Reporter and Health Reporter.