Jcge. Dasilva et Aasc. Machado, PROCEDURE FOR THE CLASSIFICATION OF FULVIC-ACIDS AND SIMILAR SUBSTANCES BASED ON THE VARIATION WITH PH OF THEIR SYNCHRONOUS FLUORESCENCE-SPECTRA, Analyst, 122(11), 1997, pp. 1299-1305
A method for the classification of fulvic acids (FA) and similar subst
ances Is presented, It consists of three steps: (i) for each sample, s
ets of synchronous molecular fluorescence spect ra as the pH is change
d are acquired; (ii) the spectral set is reduced to a small number of
spectra and concentration profiles of the detected components by evolv
ing factor analysis with a gradient concentration window (EFA-GCW) are
obtained; (iii) the spectra of the components of the samples are subj
ected to pattern recognition analysis by cluster analysis and multi-di
mensional scaling. The procedure was tested with 13 samples of FA of n
atural and anthropogenic origin. Classification rules as a function of
the origin and acid-base properties of the samples, in the form of fi
gures with spectra and tables with spectral characteristics, were obta
ined. The classification according to the origin of the FA samples is
useful for the evaluation of the 'extent of humification of FA, The fo
llowing information on the acid-base properties of the fluorescent fra
ctions of FA was obtained: only FA extracted from soil have fluorescen
t fractions with relatively strong acid character (pK(a) approximate t
o 3.2); all FA extracted from different origins have similar fluoresce
nt structures with relatively weak acid character (pK(a) approximate t
o 6.2); in addition, FA extracted from low humified materials (leaf li
tter and composted wastes) have another set of similar fluorescent str
uctures with weak acid character (pK(a) = 9.2).