In Hydrology, it is always needed to deal with time-series of variables, as flow series or precipitation series, with the variable being incremental or accumulated.
Numpy has a great way to transform between accumulated and incremental series.
To accumulate a incremental series use the method
numpy.cumsum(incrementalSeries)
And to transform a accumulated array to a incremental one, use:
numpy.diff(accumulatedSeries)
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