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Another way to present EOF is to correlate the principal
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component of an EOF with the original time series at each
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data point.
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This way, present the EOF structure in a correlation map.
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In this way, the correlation
map tells you what are the co-
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varying part of the variable (for example, SST) in the
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spatial domain.
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In this presentation, the EOF has no unit and is non-
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dimensional.
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