This is a plot you can get to by drilling down on locations in
the southern parts of South America, in the following
map.

Notice that after 16jun1998, the temperature values are much different
(lower) than before that date.

Is the data wrong?
Maybe the temperatures were reported in a different scale/units?
Did they start using a new instrument to capture the data?