期刊
JOURNAL OF APPLIED SPECTROSCOPY
卷 84, 期 5, 页码 923-928出版社
SPRINGER
DOI: 10.1007/s10812-017-0566-4
关键词
laser-induced breakdown spectroscopy; phosphate rocks; organomineral fertilizers; principal components analysis; partial least squares regression
类别
资金
- Sao Paulo Research Foundation (FAPESP) [2013/02165-7, 2013/07276-1, 2012/24349-0]
- CNPq [2014/461743-0]
- Embrapa
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.
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