On deabian systems, we can use the following command to do this:

dpkg-reconfigure tzdata

You should select “Europe” from first menu and “Istanbul” from second menu. Example output:

Current default time zone: 'Europe/Istanbul'
Local time is now:      Sun Oct 18 14:14:34 EEST 2015.