Parking in the sand next to the road is prohibited as this is part of the complex and vulnerable dune-beach-sea system inside the Parque Natural Archipiélago Chinijo. Though controls rarly take place it is best practice to park only on asphalt. 
The map suggests parking off the road, either on  te beach side or the dune side is allowed, while officially it is not. 