Looking to get out and get some fresh air and sunshine this spring? then one spot that should be on your list is beautiful Tatum County Park in Middletown. Tatum Park is part of the Monmouth County Park System. It's a wonderful park located in Middletown, right next to Deep Cut Gardens Park.