I GOT A TICKET/NOTICE for my car thats in the driveway.

Yes, even if it is totally dead you are supposed to get a permit to remove it and then you are supposed to replace it with another tree on your property.

My next question is, Does the permit cost money? That would answer the why question. Probably just another money grab.