A statement on the city's website said there was a concern the weather would affect the featured robotic characters and therefore the participants' safety during the event.
The Haunted Trail Fest would have invited guests to explore a wooden path filled with Halloween creatures, special effects and a costume contest.
At this time there are no plans to reschedule the event.