Where Am I?

I'm not sure quite what to do had I bought one of these signs, crossed off everywhere I'm not perhaps?

The blue is what fascinates me though.   When did it become synonymous with Australian "beach" exactly, and what was the process that led to it?
  
Caloundra

© Sunshine Coast Daily Photo - Australia