340 Aluminum Edelbrock Heads & Intake Deep corroded Appearance

I bought this beautiful car in the late fall. But as you can see the aluminum heads and intake have a dirty brown look when I bought it. Not sure if it came from heat, oils etc. I would like to clean them without taking the engine out. Any suggestions? Any idea how this came to be?
thanks,
Ron