Source : Webster's Revised Unabridged Dictionary (1913)

Thundershower \Thun"der*show`er\, n.
   A shower accompanied with lightning and thunder.

Source : WordNet®

thundershower
     n : a short rainstorm accompanied by thunder and lightning