Formula One, the richest and most popular form of international motorsport, is coming to Greater New York in 2013.

According to two people familiar with the matter, the London-based racing circuit will announce next week that the Formula One Grand Prix of America will take place in June 2013 on a road course mapped out in Weehawken and West New York along the Hudson River—against the backdrop of the Manhattan skyline.

Formula...