It was 20.9 C in Maple Creek Saskatchewan this week. 
This was the all-time warmest January day in Saskatchewan recorded history.

But this, like the  "warmer Roman times" and "colder dark ages", were a localized thing, not part of the planet-wide warming trend.

REGIONAL weather pattern changes are never global in scale, and what we are seeing now is verified by multiple data sets (sea temps, glacial melt, ice cores, weather stations...) as global in scale.
The full text of the preprint of most recent explanation is here in the attached paper from Nature July 25, 2019

https://doi.org/10.1038/s41586-019-1401-2
https://www.nature.com/articles/s41586-019-1401-2

 

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