if you lose your car registration, but you have the sticker on your license plate, do you have to replace the registration card? How do you do this?

Yes. You can do that at AAA

Go to an AAA office request a duplicate.

You should be able to apply for a duplicate registration at AAA.

There's a DMV form you need to fill out to report your registration card missing.