How can I remove the Static Front Page option from the Customizer

This code will do the job.

add_action('customize_register', 'themename_customize_register');
function themename_customize_register($wp_customize) {
  $wp_customize->remove_section( 'static_front_page' );
}

It will remove Static Front Page option.

Details here