Access to the surf is definitely a big factor in Oz cities. Also many of the cities started as coastal settlements, so the older parts of the city tend to be closest to the coast (and they tend to be the richer bits??).

In Brisbane much of the east of the city is taken up by port and airport, so not such a desirable area.