See if you can get some in a small container, then add some vinegar. If it dissolves, then it's probably some minerals (carbonates, iron, etc.).

If it doesn't dissolve in the acid, get another sample and this time add some dilute beach. If it goes away in bleach, then it is probably bacteria.