Here's a rough diagram. You will see that the Sun is directly overhead at noon, and then gradually gets lower in the sky to finally disappear below the Horizon. read more
The shadows we see outside are mostly caused by the sun, and at noon, the sun is directly above us. Because of this, there isn't much to block the light from directly reaching the Earth, which is what would normally cause a shadow. read more