The Boxcar Pixel Smoothing algorithm significantly reduced noise in spectral traces. However, averaging replicate scans did not significantly reduce noise in these studies.
Knighton, Nick and Bugbee, Bruce, "Spectrometer Curve Smoothing Using Replicate Scans and Running Averages" (2005). Techniques and Instruments. Paper 10.