Another learner noted that variations in landcover might contribute significantly to some of the observed regional differences. Some searching on this point yielded an interesting report from the national climate assessment
at https://nca2014.globalchange.gov/report/sectors/land-use-and-land-cover-change
there is a nice interactive graphic in this report showing landcover variations
by region. There are several subdivisions to the report and including a Climate
Science Supplement https://nca2014.globalchange.gov/report/appendices/climate-science-supplement
The linked graphic below illustrates the relative
contributions of several variables.
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