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Smoothing aims to remove noise in the measured spectra, which facilitates further peak detection. Smoothing is an optional stage in data processing and can also be left out if the data is not noisy or if the input data is already available as centroids.
(Katajamaa et al., 2005) Processing methods for differential analysis of LC/MS profile data. BMC Bioinformatics.