A new paper suggests millennial-scale global cooling began approximately 6,500 years ago, after the long-term average global temperature topped out at around 0.7°C warmer than the mid-19th century. Now, they note, global average temperatures are surpassing 1°C above the mid-19th century.
Earlier this year the most comprehensive set of paleoclimate data ever compiled for the past 12,000 years was published. It included 1,319 data records based on samples taken from 679 sites globally. At each site, researchers analyzed ecological, geochemical and biophysical evidence from both marine and terrestrial archives, such as lake deposits, marine sediments, peat and glacier ice, to infer past temperature changes. Scientists working around the world over many decades conducted the basic research contributing to the global database.

Holocene global mean surface temperature, via Northern Arizona University.
This was a statistical analysis synthesizing data from around the world to create a 12,000-year-long temperature reconstruction, individual decades are not resolved, making past small time chunks impossible to compare it with any recent decade.
"Before global warming, there was global cooling," said Northern Arizona University professor Darrell Kaufman. "Previous work has shown convincingly that the world naturally and slowly cooled for at least 1,000 years prior to the middle of the 19th century, when the global average temperature reversed course along with the build-up of greenhouse gases. This study, based on a major new compilation of previously published paleoclimate data, combined with new statistical analyses, shows more confidently than ever that the millennial-scale global cooling began approximately 6,500 years ago."
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