As this chart from the Intergovernmental Panel on Climate Change (IPCC), with annotations by Steve McIntyre of Climate Audit shows, the last decade suggests that observed global land-and-sea temperatures have not tracked well with climate model predictions. The blue line shows temperatures predicted by mid-range models, the red line shows actual station temperature.
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)
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