Yes you can. Only Global Admins can make this change. From the Home page of the admin dashboard. > Click the "Administration" section. > then Click the "Site Settings" icon.
Under the General Settings header you will see the dropdown "Select Time Zone". The Time Zone is site specific not application specific. All applications must use the same Time Zone.