That is moss and algae. You can remove it, BUT it is a symptom of issues with the roots of the tree and the soil that the tree is in. Moss needs a constant, reliable supply of water underneath it to survive. That means the soil is staying too wet and/or not draining well. This will get worse if not attended to. Repot next spring, be careful with the water. Water when the tree needs it not on a schedule.