TY - JOUR A1 - Porizka, Pavel A1 - Demidov, Alexandr A1 - Kaiser, J. A1 - Keivanian, J. A1 - Gornushkin, Igor B. A1 - Panne, Ulrich A1 - Riedel, Jens T1 - Laser-induced breakdown spectroscopy for in situ qualitative and quantitative analysis of mineral ores JF - Spectrochimica acta B N2 - In this work, the potential of laser-induced breakdown spectroscopy (LIBS) for discrimination and analysis of geological materials was examined. The research was focused on classification of mineral ores using their LIBS spectra prior to quantitative determination of copper. Quantitative analysis is not a trivial task in LIBS measurement because intensities of emission lines in laser-induced plasmas (LIP) are strongly affected by the sample matrix (matrix effect). To circumvent this effect, typically matrix-matched standards are used to obtain matrix-dependent calibration curves. If the sample set consists of a mixture of different matrices, even in this approach, the corresponding matrix has to be known prior to the downstream data analysis. For this categorization, the multielemental character of LIBS spectra can be of help. In this contribution, a principal component analysis (PCA) was employed on the measured data set to discriminate individual rocks as individual matrices against each other according to their overall elemental composition. Twenty-seven igneous rock samples were analyzed in the form of fine dust, classified and subsequently quantitatively analyzed. Two different LIBS setups in two laboratories were used to prove the reproducibility of classification and quantification. A superposition of partial calibration plots constructed from the individual clustered data displayed a large improvement in precision and accuracy compared to the calibration plot constructed from all ore samples. The classification of mineral samples with complex matrices can thus be recommended prior to LIBS system calibration and quantitative analysis. KW - Laser-induced breakdown spectroscopy KW - LIBS KW - Chemometrics KW - Principal component analysis KW - Geochemical analysis PY - 2014 DO - https://doi.org/10.1016/j.sab.2014.08.027 SN - 0584-8547 SN - 0038-6987 VL - 101 SP - 155 EP - 163 PB - Elsevier CY - Amsterdam AN - OPUS4-32588 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -