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Models that pay more attention to the stratosphere, the layer of Earth’s atmosphere around 10km above the surface, provide more accurate forecasts up to a month in advance. This is what a research team around C2SM member Daniela Domeisen found by evaluating the accuracy of models predicting spells of severe cold or mild weather in the mid-​northern or southern hemisphere.