As I understand it, many of these unprecedented cold and hot spells are indirectly due to the effects of global warming on the circumpolar airstream or 'vortex'. Roughly speaking, this circulation is driven by the temperature difference between polar and temperate attitudes. This airstream corrals the polar air, partially separating it from temperate weather patterns, so that north of this airstream is very cold polar air and south of it is relatively warm temperate air.On a side note almost all of the palm trees in my region froze to death this year. Everyone I've talked to about it has said that this has never happened before. Well I say "never say never." It might have happened at the peak of the last ice age. I hope that those scientists from the 70's were wrong. I hope that we're not heading for another ice age. It would make the potato famine look like we were simply denied our after dinner mints.
As the pole is warming faster than the rest of the planet, the temperature difference driving this airstream is reducing. Consequently, the airstream is slowing, and as it does so, it is meandering more widely. As a result, these meanders bring polar air further south and for longer periods than previously. Similarly, northward meanders bring warm temperate air further towards the pole for longer periods - hence the unusually warm weather within the Arctic circle recently.
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