I had the same thing on my Dragon Wagon.
Having worked with heavy equipment for a number of years, I noticed that most planks, chocks, timbers of any kind that are used in construction soon become soaked in various fluids of some kind or another and will take on a greasy black colouration. Nothing near to a wooden plank in colour. So that's the route I took.
Happy Modelling and God Bless
Robert