Referrer spam requests are requests for some pages with a faked referrer string (where the user came from). Normally this is just annoying as it appears in your webstats. But sites could be hit by many requests within short period of time affecting server performance.
Full article: http://www.loneshooter.com/how-to-block-referrer-spam-bots/