Who named the river Amazon and why did they name it the Amazon?

The Amazon river was named by Spanish explorer Fransisco de Orellana in 1541. It is said he named it after the a group of woman found along the river, that were much like the Amazons (warlike matriarchal woman from Greek mythology).