Yes, as soon as you make a cut, brush the stump with a brush-killing herbicide. Be sure to cover the entire stump, including the sides. I do this all the time and it works great. You can buy brush killers at your local Lowes, Home Depot, Wal-mart, etc. This will not hurt the surrounding plants or soil as long as you only brush the tree stumps themselves."