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The correlation only determines similarity of the shape of the segment data without considering the absolute values.
It can be assumed that due to climate change and other mechanisms there is a possibility that the magnitudes of the parameters will vary over time.
For this reason, it is advisable to calculate how the magnitudes have varied between the reference segment and the one with the best correlation.
With this information, the historical data of the segment that will be used for the forecast can be scaled.
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