Methodology for the quantitation of the distribution of oxidation stat
es in reduced catalysts is reviewed. The adopted approach is based on
curve fitting the x-ray photoelectron spectroscopy (ESCA, XPS) envelop
e using a non-linear least squares curve fitting (NLLSCF) routine. The
procedure was applied to the study of the reduction of Mo/TiO2 and Mo
/Al2O3 catalysts. The distribution of Mo oxidation states obtained by
ESCA was corroborated by chemical measurements and correlated with cat
alytic activity. The limitations of the NLLSCF approach are discussed.
It is shown that the uncertainties inherent in curve fitting methods
can be minimized by the use of factor analysis. This data analysis tec
hnique provides an independent estimate of the number, positions, and
shapes of components required to describe the Mo 3d envelopes in the r
educed catalysts.