Three-way partial least-squares and n factor parallel factor analysis
have been compared for the analysis of polycyclic aromatic hydrocarbon
s in water samples. Data were obtained with a chromatographic system s
et to record short-time chromatograms containing several unresolved pe
aks. The detection system consisted of a fast-scanning fluorescence sp
ectra detector, which allows one to obtain three-dimensional data, whe
re retention time, emission wavelengths, and fluorescence intensity ar
e represented. The combined use of a multivariate calibration method a
nd the three-dimensional data obtained from the HPLC-FSFS system allow
s resolution of closely eluting compounds, thus making a complete sepa
ration unnecessary. The procedure has been applied to tap water sample
s (spiked at 0.10 and 0.20 mu g L-1 levels) with good results, similar
to those obtained with a HPLC system with a conventional fluorescence
detector.