Several geographical features in Palm Beach County somewhat confusingly share the name Lake Worth.. The city of Lake Worth is named after a lagoon which is officially known as the Lake Worth Lagoon. This lagoon opens to the Atlantic Ocean at the Port of Palm Beach via the Lake Worth Inlet.