The European Union supports the territorial integrity, sovereignty and independence of Azerbaijan, High Representative of the European Union for Foreign Affairs and Security Policy Federica Mogherini said at a press conference after a meeting with Azerbaijani Foreign Minister Elmar Mammadyarov.