Figure 4From: Real-time understanding of lignocellulosic bioethanol fermentation by Raman spectroscopyRaw spectra from the hydrolysate fermentation (inset) were treated similarly to the synthetic fermentation data to remove the elevated background. Noise is intensified in the pretreated spectra due to the greater intensity of the background signal and the heteroscedastic nature of the noise.Back to article page