Estimation of σ is carried out according to the function of mutual information (FUMI) theory and actually with commercial software (TOCO19).  A short chromatogram of 1800 data points (1.5 min) containing a target signal and background noise is fit for the IDL prediction by TOCO19. 
TOCO19