How to edit Footer area?

On Appearance > Customize > Header and Footer panel there is a Footer Page. 

This option enables you to have static page and use it as a footer template for all pages.  All pages inherits settings, elements and shortcodes of the page referenced via this option.

In order to change elements in footer, please locate the page (on all pages list) and edit it.