The term 'Where Gauchos Roam' is referring to the PAMPAS, a vast grassland region in South America that stretches across Argentina, Uruguay, and parts of Brazil. The PAMPAS are home to the Gauchos, a group of nomadic cowboys who have been living in the region for centuries.