We cast horizontal shadows using a fake plane, placed by default at 5% of the tree's height from the base of it. So, the objects above of this plane are out of the shadow area.
Try increasing the Z Offset value in the shadow parameters, to move up the shadow plane. Although this fix is very dependent of the scene, may be useful in some situations.