The Collaborative International Dictionary of English v.0.48:

Water radish \Wa"ter rad"ish\ (Bot.)
   A coarse yellow-flowered plant (Nasturtium amphibium)
   related to the water cress and to the horse-radish.
   [1913 Webster]