The thermal radiation pulse is very short, on the order of seconds and it may arrive faster than the air blast. If you are close enough to the blast for your blanket to be vaporized and moved away from your body that quickly, you are likely being concurrently killed by the fireball, ionizing radiation, and overpressure.