Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis

The potential of Raman spectroscopy was investigated in terms of its capability to discriminate the species of the fish samples and determine their freshness according to the number of freezing/thawing cycles they exposed. Species discrimination analysis was carried out on sixty-four fish samples fr...

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Published in:Food Chemistry
Main Authors: Velioğlu, Hasan Murat, Tümay Temiz, Havva, Boyacı, İsmail Hakkı
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier Sci Ltd 2015
Subjects:
Online Access:https://hdl.handle.net/20.500.11776/10030
https://doi.org/10.1016/j.foodchem.2014.09.073
id ftnamikkemaluniv:oai:acikerisim.nku.edu.tr:20.500.11776/10030
record_format openpolar
spelling ftnamikkemaluniv:oai:acikerisim.nku.edu.tr:20.500.11776/10030 2023-10-01T03:54:47+02:00 Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis Velioğlu, Hasan Murat Tümay Temiz, Havva Boyacı, İsmail Hakkı 2015 https://hdl.handle.net/20.500.11776/10030 https://doi.org/10.1016/j.foodchem.2014.09.073 eng eng Elsevier Sci Ltd Food Chemistry Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı 0308-8146 1873-7072 https://doi.org/10.1016/j.foodchem.2014.09.073 https://hdl.handle.net/20.500.11776/10030 doi:10.1016/j.foodchem.2014.09.073 172 283 290 WOS:000345207200040 2-s2.0-84907481764 25442555 info:eu-repo/semantics/closedAccess Raman spectroscopy Principal component analysis Fish species Adulteration Fatty-Acid-Composition Mackerel Trachurus-Trachurus Salmon Salmo-Salar Phase-Transitions Lipid-Content Storage Quality Discrimination Fillets Muscle article 2015 ftnamikkemaluniv https://doi.org/20.500.11776/1003010.1016/j.foodchem.2014.09.073 2023-09-03T19:16:15Z The potential of Raman spectroscopy was investigated in terms of its capability to discriminate the species of the fish samples and determine their freshness according to the number of freezing/thawing cycles they exposed. Species discrimination analysis was carried out on sixty-four fish samples from six different species, namely horse mackerel (Trachurus trachurus), European anchovy (Engraulis encrasicolus), red mullet (Mullus surmuletus), Bluefish (Pomatamus saltatrix), Atlantic salmon (Salmo salar) and flying gurnard (Trigla lucerna). Afterwards, fish samples were exposed to different numbers of freezing/thawing cycles and separated into three batches, namely (i) fresh, (ii) once frozen-thawed (OF) and (iii) twice frozen-thawed (TF) samples, in order to perform the freshness analysis. Raman data collected were used as inputs for chemometric analysis, which enabled us to develop two main PCA models to successfully terminate the studies for both species discrimination and freshness determination analysis. (C) 2014 Elsevier Ltd. All rights reserved. Article in Journal/Newspaper Atlantic salmon Salmo salar Namık Kemal University Institutional Repository Food Chemistry 172 283 290
institution Open Polar
collection Namık Kemal University Institutional Repository
op_collection_id ftnamikkemaluniv
language English
topic Raman spectroscopy
Principal component analysis
Fish species
Adulteration
Fatty-Acid-Composition
Mackerel Trachurus-Trachurus
Salmon Salmo-Salar
Phase-Transitions
Lipid-Content
Storage
Quality
Discrimination
Fillets
Muscle
spellingShingle Raman spectroscopy
Principal component analysis
Fish species
Adulteration
Fatty-Acid-Composition
Mackerel Trachurus-Trachurus
Salmon Salmo-Salar
Phase-Transitions
Lipid-Content
Storage
Quality
Discrimination
Fillets
Muscle
Velioğlu, Hasan Murat
Tümay Temiz, Havva
Boyacı, İsmail Hakkı
Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis
topic_facet Raman spectroscopy
Principal component analysis
Fish species
Adulteration
Fatty-Acid-Composition
Mackerel Trachurus-Trachurus
Salmon Salmo-Salar
Phase-Transitions
Lipid-Content
Storage
Quality
Discrimination
Fillets
Muscle
description The potential of Raman spectroscopy was investigated in terms of its capability to discriminate the species of the fish samples and determine their freshness according to the number of freezing/thawing cycles they exposed. Species discrimination analysis was carried out on sixty-four fish samples from six different species, namely horse mackerel (Trachurus trachurus), European anchovy (Engraulis encrasicolus), red mullet (Mullus surmuletus), Bluefish (Pomatamus saltatrix), Atlantic salmon (Salmo salar) and flying gurnard (Trigla lucerna). Afterwards, fish samples were exposed to different numbers of freezing/thawing cycles and separated into three batches, namely (i) fresh, (ii) once frozen-thawed (OF) and (iii) twice frozen-thawed (TF) samples, in order to perform the freshness analysis. Raman data collected were used as inputs for chemometric analysis, which enabled us to develop two main PCA models to successfully terminate the studies for both species discrimination and freshness determination analysis. (C) 2014 Elsevier Ltd. All rights reserved.
format Article in Journal/Newspaper
author Velioğlu, Hasan Murat
Tümay Temiz, Havva
Boyacı, İsmail Hakkı
author_facet Velioğlu, Hasan Murat
Tümay Temiz, Havva
Boyacı, İsmail Hakkı
author_sort Velioğlu, Hasan Murat
title Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis
title_short Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis
title_full Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis
title_fullStr Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis
title_full_unstemmed Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis
title_sort differentiation of fresh and frozen-thawed fish samples using raman spectroscopy coupled with chemometric analysis
publisher Elsevier Sci Ltd
publishDate 2015
url https://hdl.handle.net/20.500.11776/10030
https://doi.org/10.1016/j.foodchem.2014.09.073
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_relation Food Chemistry
Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
0308-8146
1873-7072
https://doi.org/10.1016/j.foodchem.2014.09.073
https://hdl.handle.net/20.500.11776/10030
doi:10.1016/j.foodchem.2014.09.073
172
283
290
WOS:000345207200040
2-s2.0-84907481764
25442555
op_rights info:eu-repo/semantics/closedAccess
op_doi https://doi.org/20.500.11776/1003010.1016/j.foodchem.2014.09.073
container_title Food Chemistry
container_volume 172
container_start_page 283
op_container_end_page 290
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