1. Laser-Induced Breakdown Spectroscopy Associated with Multivariate Analysis Applied to Discriminate Fertilizers of Different Nature
- Author
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Gustavo Nicolodelli, Paulino Ribeiro Villas-Boas, Giorgio S. Senesi, Débora Marcondes Bastos Pereira Milori, Bruno S. Marangoni, Renan Arnon Romano, Vinicius de Melo Benites, PAULINO RIBEIRO VILLAS BOAS, CNPDIA, and DEBORA MARCONDES BASTOS PEREIRA, CNPDIA.
- Subjects
Multivariate analysis ,Chemistry ,010401 analytical chemistry ,Analytical chemistry ,Laser-induced breakdown spectroscopy ,Principal components analysis ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Organomineral fertilizers ,Partial least squares regression ,0104 chemical sciences ,Principal component analysis ,0210 nano-technology ,Spectroscopy ,Phosphate rocks - Abstract
A number of phosphate rocks and organomineral P fertilizers was analyzed comparatively by laser-induced breakdown spectroscopy (LIBS) in both single- and double-pulse modes associated with two chemometric methods, i.e., principal components analysis (PCA) and partial least squares regression (PLSR). PCA was demonstrated to be a valuable method for the identification of spectral differences between similar samples with only minor compositional differences. The raw and normalized LIBS spectra were able to provide effective identification and discrimination at a 95% confidence level and in good agreement with the reference concentrations. Results obtained confirm the promising potential of LIBS for the rapid classification of P fertilizers in situ.
- Published
- 2017
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