Look at the post on p15. The fog was unforecast less than 2 hours prior. The forecasts went from PROB30 FOG to real FOG in one go.
In my experience PROB30 might as well be 0.1%. Its the lowest PROB that is used.
I think its reasonable to expect a better forecast that going from PROB30 to real fog in 2 hours with no intermediate steps.