I'm not too surprised on the % of share of the footprint, people making (or spending) at least $40k drive a lot of worldwide consumption (and shipping).
I'd wager a lot of the carbon emissions of the $100k and above group come from flights. Travel among that income level has become extremely popular in the past 50 years. For example, I used to live in California, and it was surprising when I did the napkin math to find the emissions generated to visit family near the Appalachians (just for my seat on the plane).
I calculated that a given person's portion of a round trip cross-American flight generated as much kg C02 as a typical American generates by consuming a year's worth of meat. My two round-trip flights a year were undo-ing the climate savings of two typical American vegetarians.
Given ~400 passengers on a 747, each plane that darts across the whole of America undos 200 Americans who gave up meat for a year.
The FAA claims to process 16mil flights a year of various lengths.
EDIT: some phrases
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EDIT3: even more content