The traditional method to clean wood is to use Oxalic acid.
This is a crystal-like material that looks like small grain rock salt.
You mix it with hot water and use a sponge to apply it to the wood. It cleans and removes organic staining.
It's also used to clean leather before dyeing.
You can buy it from Tandy Leather Co and most woodworkers supply houses.