Authorities say the body was found around 10:30 p.m. Sunday in the rear of the Litchfield Villa, a 160-year-old mansion inside the park on its west side.
Investigators are only saying the man is 50 years old.
The Medical Examiner will determine the cause of death.
There are no arrests, and the investigation is ongoing.
The identification of the deceased is pending family notification.