HI Tim, I suspect its not the trees but what is in the trees. Insects such as aphids and some scale can give off a sticky honeydew. might want to investigate further. normally we don't need to treat for these insects but in this case you may want to. I suspect you will need a professional tree service. hope this helps. Sandy