Cleaning Shower Doors?

I just purchased a home. Two bathrooms have shower doors in very good shape, but on the bottom of the doors is a huge build up of water gunk. It almost looks liked dried on cement. I think it is old water build up. How can I remove this?

By Debbie f. from Mission Viejo, CA