Comparison of Different Calibration Techniques of Laser Induced Breakdown Spectroscopy in Bakery Products: on Nacl Measurement

dc.contributor.author Bilge, Gonca
dc.contributor.author Eseller, Kemal Efe
dc.contributor.author Berberoglu, Halil
dc.contributor.author Sezer, Banu
dc.contributor.author Tamer, Ugur
dc.contributor.author Boyaci, Ismail Hakki
dc.contributor.other Department of Electrical & Electronics Engineering
dc.contributor.other 15. Graduate School of Natural and Applied Sciences
dc.contributor.other 01. Atılım University
dc.date.accessioned 2024-07-05T15:17:01Z
dc.date.available 2024-07-05T15:17:01Z
dc.date.issued 2021
dc.description Berberoglu, Halil/0000-0002-2435-3631; Tamer, Ugur/0000-0001-9989-6123; ESELLER, KEMAL Efe/0000-0002-9758-4852; SEZER, Banu/0000-0002-0743-3453 en_US
dc.description.abstract Laser induced breakdown spectroscopy (LIBS) is a rapid optical spectroscopy technique for elemental determination, which has been used for quantitative analysis in many fields. However, the calibration involving atomic emission intensity and sample concentration, is still a challenge due to physical-chemical matrix effect of samples and fluctuations of experimental parameters. To overcome these problems, various chemometric data analysis techniques have been combined with LIBS technique. In this study, LIBS was used to show its potential as a routine analysis for Na measurements in bakery products. A series of standard bread samples containing various concentrations of NaCl (0.025%-3.5%) was prepared to compare different calibration techniques. Standard calibration curve (SCC), artificial neural network (ANN) and partial least square (PLS) techniques were used as calibration strategies. Among them, PLS was found to be more efficient for predicting the Na concentrations in bakery products with an increase in coefficient of determination value from 0.961 to 0.999 for standard bread samples and from 0.788 to 0.943 for commercial products. en_US
dc.identifier.doi 10.1186/s41476-021-00164-9
dc.identifier.issn 1990-2573
dc.identifier.scopus 2-s2.0-85114029870
dc.identifier.uri https://doi.org/10.1186/s41476-021-00164-9
dc.identifier.uri https://hdl.handle.net/20.500.14411/1708
dc.language.iso en en_US
dc.publisher Springer en_US
dc.relation.ispartof Journal of the European Optical Society-Rapid Publications
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Laser induced breakdown spectroscopy en_US
dc.subject Artificial neural network en_US
dc.subject Partial least square en_US
dc.subject Bakery products en_US
dc.subject Sodium en_US
dc.title Comparison of Different Calibration Techniques of Laser Induced Breakdown Spectroscopy in Bakery Products: on Nacl Measurement en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Berberoglu, Halil/0000-0002-2435-3631
gdc.author.id Tamer, Ugur/0000-0001-9989-6123
gdc.author.id ESELLER, KEMAL Efe/0000-0002-9758-4852
gdc.author.id SEZER, Banu/0000-0002-0743-3453
gdc.author.institutional Eseller, Kemal Efe
gdc.author.scopusid 56533910700
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gdc.author.scopusid 57200419557
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gdc.author.scopusid 6603028058
gdc.author.scopusid 6603211547
gdc.author.wosid Eseller, Kemal/GWU-9333-2022
gdc.author.wosid BOYACI, Ismail Hakki/A-5255-2013
gdc.author.wosid Berberoglu, Halil/A-3636-2017
gdc.author.wosid Tamer, Ugur/AFS-5115-2022
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gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.description.department Atılım University en_US
gdc.description.departmenttemp [Bilge, Gonca] Konya Food & Agr Univ, Dept Food Engn, TR-42080 Konya, Turkey; [Eseller, Kemal Efe] Atilim Univ, Dept Elect & Elect Engn, TR-06836 Ankara, Turkey; [Berberoglu, Halil] Ankara Haci Bayram Veli Univ, Dept Phys, TR-06900 Polatli Ankara, Turkey; [Sezer, Banu; Boyaci, Ismail Hakki] Hacettepe Univ, Food Res Ctr, TR-06800 Ankara, Turkey; [Tamer, Ugur] Gazi Univ, Dept Analyt Chem, Fac Pharm, TR-06330 Ankara, Turkey en_US
gdc.description.issue 1 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.volume 17 en_US
gdc.description.wosquality Q4
gdc.identifier.openalex W3196599458
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