The Collaborative International Dictionary of English v.0.48:

Geraniaceous \Ge*ra`ni*a"ceous\, a. (Bot.)
   Of or pertaining to a natural order of pants
   (Geraniace[ae]) which includes the genera Geranium,
   Pelargonium, and many others. Geraniine