I have heard of thick fog being described as a pea-souper

I'd presume incorrectly so these days, bonzai - pea-soupers were fairly specifically thick fogs mixed with smoke from thousands of (old) coal fires, as you used to get in London. Nasty stuff.

http://www.cloudman.com/fog/londonfog.htm