Not only are they offended by the celebration of alcohol and the concerts, but they claim - of course - that Independence Park is actually an ancient Muslim burial ground.
This the the typical way that they try to gain control over the parts of Jerusalem that are west of the Green Line.
(The pun "Ir Ha-Beera" is great!)