The town resembles a cross between a Pennsylvania mining town and an old frontier town of the Western US. San Pedro de Atacama was the most populated town in pre-Columbian times. Visit the outstanding Archaeology Museum, a must see in Chile. The Valley of the Moon is a mysterious valley, which turns brilliant colors and shimmers in the moonlight. The Pukara is a mountainside stone fortress built by the Atacama Indians.