This action runs when the user removes his/her profile image.

do_action('pm_remove_profile_image',$user_id);

Simple example

function ProfileGrid_remove_profile_image($user_id)

{

//do something with the user id when someone removes the profile image here.

}

add_action( 'pm_remove_profile_image', 'ProfileGrid_remove_profile_image' );