European Journal of Chemistry · 2014 · 18 citations · 12 references
Natural SciencesChemistryAnalytical ChemistryAnalytical ToxicologyHerbicide ChemistryAnalytical CalibrationBioanalytical Method ValidationHerbicide Analytical ChemistryInstrumental AnalysisPh AnalysisPka DeterminationAbsorption SpectraAcid Dissociation ConstantsAcid-base EquilibriaAcid-base TitrationMultivariate CalibrationPka ValuesPrincipal Component RegressionSpectrophotometric Pka Determination
In this work, principal component regression and partial least squares regression were used for the estimation of acid dissociation constants through UV-Vis spectrophotometric measurements, considering five well-known acid-base indicators as well as two herbicides as analytes. In each case, an acid-base titration was carried out. Then, the multivariate calibration model was constructed with a few absorption spectra of the series at extreme pH values, to which values of the dissociation fraction (α) of 1 or 0 were assigned, in the case of HA or Aspecies. After that, the prediction step consisted in the estimation of α for the rest of the series. Then, distribution diagrams were built up with α vs pH, to find α = 0.5 where pH = pK a . The results were compared with those obtained through multivariate curve resolution-alternating least squares and program stability quotients from absorbance data (SQUAD), which showed an excellent correspondence.
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Vagner Roberto Batistela, Diogo Silva Pellosi, Franciane D. Souza et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2011 · 162 citations