Sheet Music From the Past

UCLA has put together an amazing online archive of old sheet music. Not only does the Digital Archive of Popular American Music have the sheet music covers, it also contains the actual musical notation. If you've been looking for an old tune in the music stores and couldn't find it, try this site. My only question is: Does the recording industry copyright watchdogs know about this? Are there any issues?