Sahih Bukhari | Volume 5 | Hadith Number 271

Narrated 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.