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When looking at Cape Hatteras and Santa Maria the climate change is disproportionate. Cape Hatteras North Carolina Airport has an R^2=0.1745, which indicates a small negative association with climate change temperature. However, Santa Maria California Airport has an R^2=0.2889, which indicates a small positive linear association. This indicates that the temperature is rising more in the more populated areas of California (Population Matters, (n.d.). Also, the weather has a lot to do with temperature correlation as well. California has more sunny days than North Carolina. This could mean the albedo effect of cloud refraction could cause temperatures to be on a small negative correlation in Cape Hatteras (San Jose State University, n.d.).
When looking at Grand Forks North Dakota Intl. Airport and Brownsville Texas the climate change is disproportionate. Grand Forks has an R^2=0.0952 and this indicates a small negative association with climate change temperature. However, Brownsville has an R^2=0.2049, which indicates a small positive linear correlation to the temperature in climate change (Depaul University, n.d.). Grand Forks North Dakota is colder being located in the Northern United States. Strong cold fronts move across this region dropping bone-chilling air. It is like comparing apples to oranges and can't be done to find true climate change.
Vostok on the South pole had an R^2=0.2118, which is a small positive linear correlation of temperature. When looking at the north pole a significant indication is received, with the Polar Gmo Imetkrenkelj showing an R^2=0.6241 large positive linear association (Depaul University, n.d.). This indication at the Polar Gmo suggests exponential, frightening, climate change correlation compared to the South Pole. Both poles get the same amount of sunlight so the only answer is that the greenhouse gas effect is occurring more on the north pole (NOAA, n.d.). If I had stopped there would be progress toward ice melting faster because of greenhouse gases between the two R^2 correlations. However, elevation in the South Pole causes a colder climate and makes up for the R^2 differences. This is how climate change can be misstated if not all of the data is collected properly. Therefore, climate change in the south pole through temperature collections compared to the north pole means nothing (Evers. J. August 12, 2012).
Next, we move to China and look at Daecheon Dao R^2=0.3941 a small positive linear association in climate change temperature analysis. Then we move to South America to the city of Piarco where the R^2=0.6583. This is a significant rise in climate change. Potentially the third-world country of Venezuela is polluted to no end. This is what is driving temperature through greenhouse gasses to new heights in Eastern China (Hodal. K. October 30, 2019). Global climate change when looking at different parts of the world seem to be in crisis across third world countries more than in the leading nations. I guess if one wanted to look at a micro-scale climate change could also be occurring in the leading countries of climate change initiatives as well. The main reason climate change is occurring more rapidly in some areas than others could be argued is because of changes in climate initiatives that repel climate change.
References:
Depaul University. (n.d.). Linear Correlation. Depaul University.
https://condor.depaul.edu/sjost/it223/documents/correlation.htm
Attenborough. D. (n.d.). Climate Change. Population Matters. https://populationmatters.org/the-facts/climate-change
San Jose State university. (n.d.). The Net Effect of Cloudiness on Surface Temperatures. San Jose State University. https://www.sjsu.edu/faculty/watkins/cloudiness.htm
Kennedy. C. (October 29, 2020). Does “global warming” means it is warming everywhere?. NOAA.
NOAA. (n.d.). Daylight Darkness, and Changing of the Seasons at the North Pole. NOAA. https://www.pmel.noaa.gov/arctic-zone/gallery_np_seasons.html
Evers. J. (August 14, 2012). South Pole. National Geographic. https://www.nationalgeographic.org/encyclopedia/south-pole/
Hodal. K. (October 30, 2019). Seascape: the state of our oceans. The Guardian. https://www.theguardian.com/environment/gallery/2019/oct/30/the-price-of-survival-fishing-the-oily-waters-off-venezuela-in-pictures
