Quick tour of John Chesnut Sr. Park located in Palm Harbor, Florida, with its extensive waterfront on Lake Tarpon and Brooker Creek in Oldsmar, John Chesnut Sr. Park has always been a popular natural getaway for those near Tampa and Clearwater Beach.