Population: 5,000 (San Pedro de Atacama) Altitude: 2,400 metres. Climate: Daytime highs in the Atacama Desert are around 20°C – 25°C and night-time temperatures are around 12°C. In winter (June to August), temperatures can drop to freezing or even below.