The Amalia zip code has a population density of approximately 1 person per square mile (200). Not to mention these guys would stand out among the locals.
That area is the southernmost of the San Luis valley of Colorado. Alamosa is the biggest community and regularly has the coldest temperature in the US in winter. The children are lucky they were rescued before the fall or else they would die of the cold.