From Venice island to Venice Marco Polo Airport, you may take ordinary bus or airport bus. The journey by airport bus is just about 20 minutes, very convenient. You may go to airport by water-bus as well.
We took an evening flight back to HK, transit at Doha, and completed my trip to Italy.
