World's lakes experience excess warming BangorUni NatureComms
are trends of monthly lake surface water temperature for the months of ice-off and ice-on from 1979 to 2020, respectively. In this way, the open-water season of each lake grid cell was defined as the months after the ice-off month and before the ice-on month. The ice-off month for each lake was defined as the month of mean ice-off date during the period 1979–2020, not varying between years.
We used correlation analysis to explain the impacts of climate variables, lake ice phenology and lake depth on the excess lake warming during the ice-on and ice-off month. In addition, we also consider the role of lake stratification after ice-off on lake warming. On the basis of the methods described by Woolway et al., we used the difference between lake surface and bottom temperature from ERA5 to calculate the lake stratification during 1979–2020.
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