In this tip, we will learn about smoothing chromatograms.
Let’s see how it’s done!
Without any smoothing, we see the signal-to-noise ratio of our peak of interest is 29:1.
Go to the Results window within Review. We see the height, and signal-to-noise ratio in the Peaks table and the peak-to-peak noise in the Chromatogram Result table, which is 33659.
Go to the Smoothing/Offset tab of the Processing Method. We can apply a small amount of smoothing, in this example a smoothing level of 9.
Reprocessing the data we see the signal-to-noise ratio is now 42.5:1.
Returning to the Results window within Review, we see about a 1% reduction in peak height and a significant reduction in peak-to-peak noise which is now 22715, resulting in an improvement in the signal-to-noise ratio.
NOTE: Savitzky-Golay smoothing averages data points. For more detailed information Google a book called Chromatographic Integration Methods by Norman Allen Dyson. There is a good section on filtering and smoothing chromatographic signals.
It’s that easy!
Neil provides internal support for Empower CDS software and is focused on developing laboratory software solutions that help organizations achieve their scientific and operational objectives.
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