The best way to eliminate water hyssop from your garden is by systematically digging up and destroying the rhizomatous roots. Although not difficult, this may take some repeated effort, as any root pieces left behind will usually resprout. Using herbicides should be avoided, as the chemicals may migrate into local wetlands.