Study of other-worldly sightings (7)
I believe the answer is:
ufology
(Other definitions for ufology that I've seen before include "study of transport?" , "New world for the study of flying saucers" , "Study of mysterious objects" , "Study of weird things in sky" , "Study of (supposedly) alien craft" .)