In the records and research available, it is spelled with one s, but (as I'm sure Kat can verify) but we can't say what the correct original spelling was. (Lots of variation in how names get spelled. We have records of Fannin, Fanning and Fannon that are clearly the same family, and sometimes the same people, for example.

Janie