The retention times are calculated from the moment the sample is injected in the chromatographic column (IT FLASH or GC INJECTION). In the chromatogram, this corresponds to the first peak observed in time, which is generated by the flash heating of the injection trap of SAM-GC. This time is 622987953.86 s (sclk) for GC 1 chromatogram and 622992374.8 s (sclk) for GC 4 chromatogram . The retention times are calculated by subtracting this time, to the times of the peaks maxima. The original TCD chromatograms are available in the file noise.csv. GC column 1 run peak 0 ; GC1 INJECTION ; 0 peak 1 ; ; 350 peak 2 ; ; 477 peak 3 ; ; 611 peak 4 ; ; 779 peak 5 ; ; 976 peak 6 ; ; 1107 peak 7 ; ; 1268 GC column 4 run peak 8 ; GC4 IT FLASH 1 ; 0 peak 9 ; ; 165 peak 10 ; ; 213 peak 11 ; ; 409 peak 12 ; ; 423 peak 13 ; ; 592 peak 14 ; ; 672 peak 15 ; ; 704 peak 16 ; ; 821 peak 17 ; ; 940 The abundance given in the table (species.csv) corresponds to the area of the most abundant mass peak which are measurable for each peak. The unit is counts/sec/sec. There is no baseline correction for this fit. These surfaces are proportional to the amount of the species detected when a peak is eluted. When peaks are co-eluted (over of different peaks), the peaks are fitted using a gaussian function. If the fit does not work, only one surface value is given, corresponding to the sum of the abundances of the species contributing to the peak.