You should be able to find this map at most tackle shops in San Diego. It is made by Fish-n-Map co. the one you want is San Diego Inshore Charts and also the southern California region which covers off shore as well. I know they have them at Turners. Exploring is always best but also having a Map to help point you in the right direction never hurts.
http://www.fishnmap.com/catalogframe.php