Because many benefit from the cold-----either fall or at least by March.
You can seed onto snow too. I think the seeds benefit from winter moisture also.
Fall sowing sometimes risk loss to critters,but mulch can keep the birds from getting all the seeds.
Fall sowing also frees up time for other spring gardening chores.
Your idea to do half, and half is good.