At the mid- and low latitudes in the Northern Hemisphere, the SE/PE ratio has a decreasing trend.
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The latitudinal dependence in the trend of snow event to precipitation event ratio.
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The sentences
In contrast, at high latitudes, the SE/PE ratio has an increasing trend.
When we examined the time series station by station, we observed different combinations of the relative changes in snow and precipitation events when there is a significant trend in the SE/PE ratio.