 The southern Altiplano is higher than its northern counterpart, averaging in elevation.The southern altiplano contains numerous valleys originally formed by ancient lakes.Several of Mexico's most prominent cities, including Mexico City and Guadalajara, are located in the valleys of the southern Altiplano.