I think what he's saying is this:
You start with layer 1 - stroked coastline.
Duplicate layer 1 three times and merge the 3 new layers together (don't ask me why - I can't see how doing this makes a difference, but I haven't tried it).
Place the newly merged layer below layer 1.
Gaussian blur the merged layer.