Source: The people at Asahiya Express, who already have a preliminary listing of all the JE calendars .
The Arashi School Calendar for 2006-2007 will be published by Kodansha.
I think the price will be the same as last year, around the 2000-2200 yen range.
The calendar isn't really being advertised yet. I'll check back in a couple of weeks.