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Does this prove that human-caused global warming is happening? No, not even close. The study has not yet been peer-reviewed, and others have not yet been able to duplicate its results. Also, a warming trending since 1950 can be caused many things, and it is only a very short snapshot of a vastly longer movie.
Nonetheless, it does appear that real science (open data, honest analysis, and a willingness to entertain opposing viewpoints) is beginning to return to the field of climate research. For this we should celebrate.