Scientist: While studying centuries-old Antarctic ice deposits, I found that several years of relatively severe atmospheric pollution in the 1500s coincided with a period of relatively high global temperatures.
Conclusion
In this case, atmospheric pollution did cause global temps to rise
Evidence
In the 1500s, several years of high atmospheric pollution coincided with a period of higher than average global temps.
Evaluation
Just because pollution coincided with higher temps doesn't mean that pollution caused the higher temps. This is a classic Correlation vs. Causality argument.
Goal
Look for an answer naming the illicit move from "X coincided with Y" to "X caused Y", or look for an answer saying that the author has failed to consider other possible causes for why global temps were higher in the 1500s.