In 1950, he received his first doctorate from the University of Havana, and later received a second doctorate from the Lomonosov Moscow State University of Moscow. In 1954, he authored Geography of Cuba, that replaced Levi Marrero’s Geografía de Cuba as a standard educational text in Cuba.
Núñez served as captain in the revolutionary forces of Che Guevara and Minister of Agrarian Reform.