The Collaborative International Dictionary of English v.0.48:

Rhizocarpous \Rhi`zo*car"pous\, a. [Gr. ??? root + ??? fruit.]
   (Bot.)
   Having perennial rootstocks or bulbs, but annual flowering
   stems; -- said of all perennial herbs.
   [1913 Webster]