If you decide to chemically treat it, here's Aquaplant's info about
Water Primrose.
I've personally had pretty good luck with the glyphosates, but whatever you choose, I would make sure of the water temp before I treated. I might wait until 60-65 degrees is the lowest morning water temp I have. Less than that, and chemicals don't don't seem to be as effective.
