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RESEARCH PRODUCT
Multivariate quality control studies applied to Ca(II) and Mg(II) determination by a portable method
Salvador SagradoRossano GimenesJ. B. MarzoM.j. Medina-hernándezE. Bonetsubject
Calcium and magnesium multicomponent analysisMultivariate statisticsSignal standardizationApplied MathematicsAnalytical chemistryRegression analysisTest methodMultivariate statistical process control (MSPC)Analytical ChemistryPartial least squares (PLS) regressionAnalysis of waterStatisticsPartial least squares regressionLinear regressionPrincipal component analysisCalibrationMagnesium ionMathematicsdescription
Made available in DSpace on 2022-04-28T19:53:14Z (GMT). No. of bitstreams: 0 Previous issue date: 1998-01-01 A portable or field test method for simultaneous spectrophotometric determination of calcium and magnesium in water using multivariate partial least squares (PLS) calibration methods is proposed. The method is based on the reaction between the analytes and methylthymol blue at pH 11. The spectral information was used as the X-block and the Ca(II) and Mg(II) concentrations obtained by a reference technique (ICP-AES) were used as the Y-block. Two series of analyses were performed, with a month's difference between them. The first series was used as the calibration set and the second one as the validation set. Multivariate statistical process control (MSPC) techniques based on statistics from principal component models, were used to study the features and evolution with time of the spectral signals. Signal standardization was used to correct the deviations between series Method validation was performed by comparing the predictions of the PLS model with the reference Ca(II) and Mg(II) concentrations determined by ICP-AES using the joint interval test for the slope and intercept of the regression line with errors in both axes. © 1998 John Wiley & Sons, Ltd. Depto. de Quim. Analítica Facultad de Farmacia Universidad de Valencia, C/Vicente Andres Estelles, E-46100 Burjassot, Valencia Gen. Analisis Mat. y Servicios S.L., Valencia Depto. Quim. Tecnologica Aplicacao Instituto de Quimica Universidade Estadual Paulista, Rua Francisco Degni, Araraquara, SP Depto. Quim. Tecnologica Aplicacao Instituto de Quimica Universidade Estadual Paulista, Rua Francisco Degni, Araraquara, SP
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1998-09-01 |