Woodbury is a city located in Gloucester County, New Jersey. Woodbury has a 2026 population of 10,138. Woodbury is currently growing at a rate of 0.64% annually and its population has increased by 1.77% since the most recent census, which recorded a population of 9,962 in 2020.