Armstrong Creek is a Major Urban locality located in Victoria and part of the Rest of VIC , with a population of 4247. Armstrong Creek Armstrong Creek covers an area of 19.527 square km. Its elevation is 7 meters. It is governed by Greater Geelong (City). .