The Collaborative International Dictionary of English v.0.48:
Rockiness \Rock"i*ness\, n. [From Rocky.] The state or quality of being rocky. [1913 Webster]WordNet (r) 3.0 (2006):
rockiness n 1: the quality of abounding in rocks and stones; "due to the rockiness of the land it was quickly dry even after a heavy rain"