Food particles falling into the small cracks and crevices in the piece are likely the cause. There's nothing wrong with the wood that a few Ramshorn snails can't remedy. These are great for the tank. I keep quite a few in my tanks, because of their ability to clean up things, including mold and fungus type growths.
"Fear not, my young apprentice. Just change the tank water."