It was derived from the name of the Italian explorer Amerigo Vespucci. While he wasn't the first European to reach the Americas, his writings and maps popularized the idea that the newly discovered lands were a separate continent from Asia.
The name "America" was first proposed by the German cartographer Martin Waldseemüller in 1507.