Fast identification of biominerals by means of stand-off laser-induced breakdown spectroscopy using linear discriminant analysis and artificial neural networks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14740%2F12%3A00061351" target="_blank" >RIV/00216224:14740/12:00061351 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26620/12:PU98815
Result on the web
<a href="http://www.sciencedirect.com/science/article/pii/S0584854712001279" target="_blank" >http://www.sciencedirect.com/science/article/pii/S0584854712001279</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.sab.2012.05.010" target="_blank" >10.1016/j.sab.2012.05.010</a>
Alternative languages
Result language
angličtina
Original language name
Fast identification of biominerals by means of stand-off laser-induced breakdown spectroscopy using linear discriminant analysis and artificial neural networks
Original language description
The goal of this paper is to compare two selected statistical techniques used for identification of archeological materials merely on the base of their spectra obtained by stand-off laser-induced breakdown spectroscopy(stand-off LIBS). Data processing using linear discriminant analysis (LDA) and artificial neural networks (ANN) were applied on spectra of 18 different samples, some of them archeological and some recent, containing 7 types of material (i.e. shells, mortar, bricks, soil pellets, ceramic, teeth and bones). As the input data PCA scores were taken. The intended aim of this work is to create a database for simple and fast identification of archeological or paleontological materials in situ. This approach can speed up and simplify the samplingprocess during archeological excavations that nowadays tend to be quite damaging and timeconsuming.
Czech name
—
Czech description
—
Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
CB - Analytical chemistry, separation
OECD FORD branch
—
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Spectrochimica Acta B
ISSN
0584-8547
e-ISSN
—
Volume of the periodical
73
Issue of the periodical within the volume
JUL
Country of publishing house
GB - UNITED KINGDOM
Number of pages
6
Pages from-to
1-6
UT code for WoS article
000308281000001
EID of the result in the Scopus database
—