What are all the hard drive icons on my desktop from app installations?

Most of the apps I have installed leave a new hard drive icon on my desktop, like these. Obviously the Macintosh HD is an good one to keep, but the others just keep accumulating and I find that to be a problem.

What are these?

What purpose do they serve?

Can I delete them?

If no delete, can I hide them?

Thanks