Not really. A municipality can prevent you from landing or taking off within their boundaries but the airspace is the purveyance of the FAA (at least in the US, at least for now, YMMV). So you can take off on the right of way next to the park, buzz around and land again.
This is how NYC limits UAV flights - you can only take off and land at 'approved heliports'.
SORRY I will edit now , I agree an missed The word NOT in the sentence.