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

Articolo
Data di Pubblicazione:
2017
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.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
aggregate; artificial neural networks; binder; blind separation techniques; Laser-induced breakdown spectroscopy; LIBS; mortars; self-organizing maps
Elenco autori:
Lorenzetti, Giulia; Grifoni, Emanuela; Pagnotta, Stefano; Poggialini, Francesco; Legnaioli, Stefano; Palleschi, Vincenzo
Autori di Ateneo:
GRIFONI EMANUELA
LEGNAIOLI STEFANO
LORENZETTI GIULIA
PALLESCHI VINCENZO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/359516
Pubblicato in:
APPLIED SPECTROSCOPY
Journal
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http://www.scopus.com/inward/record.url?eid=2-s2.0-85019009048&partnerID=q2rCbXpz
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