I found the solution.
I had to add this in functions.php :
add_filter('navigation_markup_template', 'my_navigation_template', 10, 2 );
function my_navigation_template( $template, $class ){
return
'<footer>
<nav id="nav-below" class="navigation" role="navigation">%3$s</nav>
</footer>';
}