Mount Eliza is a Major Urban locality located in Victoria and part of the Greater Melbourne , with a population of 17888. Mount Eliza Mount Eliza covers an area of 23.208 square km. Its elevation is 102 meters. It is governed by Mornington Peninsula (Shire). .