Events Manager: Get events by location

I have a very simple question: I want to show all events at a certain location.

Like showing all events with a certain band playing:

$args = array(
    'post_type'     => 'event',
    
    'tax_query'     => array(
    		array(
    			'taxonomy' => 'band',
    			'field'    => 'name',
    			'terms'    => $term->name,
    		),
    	),

    'orderby'       => array( '_event_start_date' => 'ASC'),
    'posts_per_page'=>-1
);

$query = new WP_Query( $args);

I tried with taxonomy and meta keys but I think locations are stored different in the database?
Any help would be very helpful!