Global Warming in Peru?

The BBC online reports that Peru is suffering an unusual and at times deadly cold snap. Some 70 children have died in weather that got as cold as -4F in the mountains where they lived. The article adds

Many adults have also died during the harsh winter, and thousands of people are suffering from pneumonia and other respiratory infections.

Are these further examples of the global warming that Al Gore and other alarmists keep decrying?