Police have decided that there will not be sufficient security to handle the large crowd that was expected to attend the event.
The concert, which would have featured Lenny Kravitz, Macy Gray and Pharrell Williams, among others, is the only Live Earth concert that will not take place.
Organisers were hoping to attrack more than one million spectators to watch the show on Copacabana Beach.