Sahih Bukhari Volume 5, Book 58, Hadith Number 271.

Narated By Sahl bin Sad : The Prophet’s companions did not take as a starting date for the Muslim calendar, the day, the Prophet had been sent as an Apostle or the day of his death, but the day of his arrival at Medina.