Any coach can nominate their player for this honor at any time. Most top players are already identified long before the high school season begins. This is particularly true of players in their junior/senior seasons.
Gatorade does a great job of screening nominees and narrowing their list to truly deserving student-athletes.
http://www.gatorade.com/poy/nominate.aspx