Spraying a water based product over those surfaces in Perth summer - will it work? Depends on your definition of 'work' - but really don't expect much. You could swap to oil but the long drying time will attract every bit of dust and flying insect.
I know I always come back to it, but spraying a precatalysed lacquer product would be you best choice. Polyurethanes probably the worst.