They can easily get information such as IP address (and your city and ISP from that), browser (including version), operating system, whether Javascript, Flash, etc. are installed/enabled, the referring website, how many (and perhaps which) websites you've viewed in that window, your monitor resolution, etc. Only your IP address is passed along when you send an e-mail, but websites can check such information when you visit.

John