tar -cjf site1.tar.bz2 -C /var/www/site1 .
In the above example, tar will change to directory /var/www/site1
before doing its thing because the option -C /var/www/site1
was given.
From man tar
:
OTHER OPTIONS
-C, --directory DIR
change to directory DIR