Micro-Laser-Induced Breakdown Spectroscopy (Micro-LIBS) Study on Ancient Roman Mortars

Please use this identifier to cite or link to this item: http://hdl.handle.net/10045/66394
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Title: Micro-Laser-Induced Breakdown Spectroscopy (Micro-LIBS) Study on Ancient Roman Mortars
Authors: Pagnotta, Stefano | Lezzerini, Marco | Ripoll-Seguer, Laura | Hidalgo, Montserrat | Grifoni, Emanuela | Legnaioli, Stefano | Lorenzetti, Giulia | Poggialini, Francesco | Palleschi, Vincenzo
Research Group/s: Espectroscopía Atómica-Masas y Química Analítica en Condiciones Extremas
Center, Department or Service: Universidad de Alicante. Departamento de Química Analítica, Nutrición y Bromatología | Universidad de Alicante. Instituto Universitario de Materiales
Keywords: Laser-induced breakdown spectroscopy | LIBS | Mortars | Binder | Aggregate | Blind separation techniques | Artificial neural networks | Self-organizing maps
Knowledge Area: Química Analítica
Issue Date: 21-Mar-2017
Publisher: SAGE Publications
Citation: Applied Spectroscopy. 2017, 71(4): 721-727. doi:10.1177/0003702817695289
Abstract: The laser-induced breakdown spectroscopy (LIBS) technique was used for analyzing the composition of an ancient Roman mortar (5th century A.D.), exploiting an experimental setup which allows the determination of the compositions of binder and aggregate in few minutes, without the need for sample treatment. Four thousand LIBS spectra were acquired from an area of 10 mm2, with a 50 µm lateral resolution. The elements of interest in the mortar sample (H, C, O, Na, Mg, Al, Si, K, Ca, Ti, Mn, Fe) were detected and mapped. The collected data graphically shown as compositional images were interpreted using different statistical approaches for the determination of the chemical composition of the binder and aggregate fraction. The methods of false color imaging, blind separation, and self-organizing maps were applied and their results are discussed in this paper. In particular, the method based on the use of self-organizing maps gives well interpretable results in very short times, without any reduction in the dimensionality of the system.
URI: http://hdl.handle.net/10045/66394
ISSN: 0003-7028 (Print) | 1943-3530 (Online)
DOI: 10.1177/0003702817695289
Language: eng
Type: info:eu-repo/semantics/article
Rights: © The Author(s) 2017
Peer Review: si
Publisher version: http://dx.doi.org/10.1177/0003702817695289
Appears in Collections:INV - SP-BG - Artículos de Revistas

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