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Mid-infrared spectroscopy as a new tool for the evaluation of fish freshness
Frozen fish usually have a much lower market price than fresh fish, hence, adulteration could occur. This paper focuses on the use of mid-infrared (MIR) spectroscopy combined with chemometric tools to determine whether fish has been frozen-thawed. A total of twenty-four fish samples (fresh fish (n =...
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Published in: | International journal of food science & technology 2007, Vol.42 (1), p.57-64 |
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container_title | International journal of food science & technology |
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creator | Karoui, Romdhane Lefur, Bruno Grondin, Christel Thomas, Emilie Demeulemester, Claude Baerdemaeker, Josse De Guillard, Anne-Sophie |
description | Frozen fish usually have a much lower market price than fresh fish, hence, adulteration could occur. This paper focuses on the use of mid-infrared (MIR) spectroscopy combined with chemometric tools to determine whether fish has been frozen-thawed. A total of twenty-four fish samples (fresh fish (n = 12) and frozen-thawed fish (n = 12)) were investigated. The principal component analysis and the factorial discriminant analysis were applied to the three spectral regions in the MIR of 3000-2800 cm⁻¹, 1700-1500 cm⁻¹ and 1500-900 cm⁻¹. Within the 1500-900 cm⁻¹ spectral region, correct classification (CC) of 100% and 75% was observed for the calibration and validation spectra, respectively. Improved classification was obtained from the 3000-2800 cm⁻¹ spectral region, with CC of 100% and 87.5% of the calibration and validation spectra, respectively. It can be concluded that the 3000-2800 cm⁻¹ and 1500-900 cm⁻¹ spectral regions may provide useful fingerprints allowing the differentiation between fresh and frozen-thawed fish. These regions can be considered as a reliable indicator of fish freshness. |
doi_str_mv | 10.1111/j.1365-2621.2006.01208.x |
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This paper focuses on the use of mid-infrared (MIR) spectroscopy combined with chemometric tools to determine whether fish has been frozen-thawed. A total of twenty-four fish samples (fresh fish (n = 12) and frozen-thawed fish (n = 12)) were investigated. The principal component analysis and the factorial discriminant analysis were applied to the three spectral regions in the MIR of 3000-2800 cm⁻¹, 1700-1500 cm⁻¹ and 1500-900 cm⁻¹. Within the 1500-900 cm⁻¹ spectral region, correct classification (CC) of 100% and 75% was observed for the calibration and validation spectra, respectively. Improved classification was obtained from the 3000-2800 cm⁻¹ spectral region, with CC of 100% and 87.5% of the calibration and validation spectra, respectively. It can be concluded that the 3000-2800 cm⁻¹ and 1500-900 cm⁻¹ spectral regions may provide useful fingerprints allowing the differentiation between fresh and frozen-thawed fish. These regions can be considered as a reliable indicator of fish freshness.</description><identifier>ISSN: 0950-5423</identifier><identifier>EISSN: 1365-2621</identifier><identifier>DOI: 10.1111/j.1365-2621.2006.01208.x</identifier><identifier>CODEN: IJFTEZ</identifier><language>eng</language><publisher>Oxford, UK: Oxford, UK : Blackwell Publishing Ltd</publisher><subject>accuracy ; adulterated products ; Biological and medical sciences ; calibration ; Chemometry ; differentiation ; discriminant analysis ; fish ; food analysis ; Food industries ; food quality ; freeze-thaw cycles ; fresh fish ; freshness ; frozen fish ; Fundamental and applied biological sciences. 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This paper focuses on the use of mid-infrared (MIR) spectroscopy combined with chemometric tools to determine whether fish has been frozen-thawed. A total of twenty-four fish samples (fresh fish (n = 12) and frozen-thawed fish (n = 12)) were investigated. The principal component analysis and the factorial discriminant analysis were applied to the three spectral regions in the MIR of 3000-2800 cm⁻¹, 1700-1500 cm⁻¹ and 1500-900 cm⁻¹. Within the 1500-900 cm⁻¹ spectral region, correct classification (CC) of 100% and 75% was observed for the calibration and validation spectra, respectively. Improved classification was obtained from the 3000-2800 cm⁻¹ spectral region, with CC of 100% and 87.5% of the calibration and validation spectra, respectively. It can be concluded that the 3000-2800 cm⁻¹ and 1500-900 cm⁻¹ spectral regions may provide useful fingerprints allowing the differentiation between fresh and frozen-thawed fish. These regions can be considered as a reliable indicator of fish freshness.</description><subject>accuracy</subject><subject>adulterated products</subject><subject>Biological and medical sciences</subject><subject>calibration</subject><subject>Chemometry</subject><subject>differentiation</subject><subject>discriminant analysis</subject><subject>fish</subject><subject>food analysis</subject><subject>Food industries</subject><subject>food quality</subject><subject>freeze-thaw cycles</subject><subject>fresh fish</subject><subject>freshness</subject><subject>frozen fish</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>infrared spectroscopy</subject><subject>mid-infrared</subject><subject>principal component analysis</subject><subject>qualitative analysis</subject><subject>raw fish</subject><subject>thawing</subject><subject>validity</subject><issn>0950-5423</issn><issn>1365-2621</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><recordid>eNqNkF1PFDEUhhujiSv4G-yN3s3Yj-nH3JgYIohZEIKExJum2z11uw7TpZ2V3X9PhyF4S2_atM95e86DEKakpmV9XteUS1ExyWjNCJE1oYzoevcKzZ4fXqMZaQWpRMP4W_Qu5zUhhHHVzND8LCyr0PtkEyxx3oAbUswubvbYZmxxD_d4iLHDPiY8rADDP9tt7RBij6PHPuQV9gnyqoecD9Ebb7sM75_2A3R9_O3X0fdq_vPk9OjrvHINV7qSckGpX2q3FF4LAqohYLUmUjjWsAVdUKWtbUeqddBY6RiUC64k99a1jB-gT1PuJsW7LeTB3IbsoOtsD3GbDWuV4JLpAuoJdGWonMCbTQq3Nu0NJWbUZ9ZmtGRGS2bUZx71mV0p_fj0h83OdkVQ70L-X68brQUjhfsycfehg_2L883pj-Or8VgCqikg5AF2zwE2_TVScSXMzfmJubm45Je_z1oz8h8m3tto7J9Umrq-YoRyQikTrVD8AS41m20</recordid><startdate>2007</startdate><enddate>2007</enddate><creator>Karoui, Romdhane</creator><creator>Lefur, Bruno</creator><creator>Grondin, Christel</creator><creator>Thomas, Emilie</creator><creator>Demeulemester, Claude</creator><creator>Baerdemaeker, Josse De</creator><creator>Guillard, Anne-Sophie</creator><general>Oxford, UK : Blackwell Publishing Ltd</general><general>Blackwell Publishing Ltd</general><general>Blackwell Science</general><scope>FBQ</scope><scope>BSCLL</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>F28</scope><scope>FR3</scope></search><sort><creationdate>2007</creationdate><title>Mid-infrared spectroscopy as a new tool for the evaluation of fish freshness</title><author>Karoui, Romdhane ; Lefur, Bruno ; Grondin, Christel ; Thomas, Emilie ; Demeulemester, Claude ; Baerdemaeker, Josse De ; Guillard, Anne-Sophie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4378-66b11fd8cd5f850e740ea88065c242b1b178aa96b119ce4a6c2e8aa3763fac923</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>accuracy</topic><topic>adulterated products</topic><topic>Biological and medical sciences</topic><topic>calibration</topic><topic>Chemometry</topic><topic>differentiation</topic><topic>discriminant analysis</topic><topic>fish</topic><topic>food analysis</topic><topic>Food industries</topic><topic>food quality</topic><topic>freeze-thaw cycles</topic><topic>fresh fish</topic><topic>freshness</topic><topic>frozen fish</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>infrared spectroscopy</topic><topic>mid-infrared</topic><topic>principal component analysis</topic><topic>qualitative analysis</topic><topic>raw fish</topic><topic>thawing</topic><topic>validity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Karoui, Romdhane</creatorcontrib><creatorcontrib>Lefur, Bruno</creatorcontrib><creatorcontrib>Grondin, Christel</creatorcontrib><creatorcontrib>Thomas, Emilie</creatorcontrib><creatorcontrib>Demeulemester, Claude</creatorcontrib><creatorcontrib>Baerdemaeker, Josse De</creatorcontrib><creatorcontrib>Guillard, Anne-Sophie</creatorcontrib><collection>AGRIS</collection><collection>Istex</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><jtitle>International journal of food science & technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Karoui, Romdhane</au><au>Lefur, Bruno</au><au>Grondin, Christel</au><au>Thomas, Emilie</au><au>Demeulemester, Claude</au><au>Baerdemaeker, Josse De</au><au>Guillard, Anne-Sophie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mid-infrared spectroscopy as a new tool for the evaluation of fish freshness</atitle><jtitle>International journal of food science & technology</jtitle><date>2007</date><risdate>2007</risdate><volume>42</volume><issue>1</issue><spage>57</spage><epage>64</epage><pages>57-64</pages><issn>0950-5423</issn><eissn>1365-2621</eissn><coden>IJFTEZ</coden><abstract>Frozen fish usually have a much lower market price than fresh fish, hence, adulteration could occur. This paper focuses on the use of mid-infrared (MIR) spectroscopy combined with chemometric tools to determine whether fish has been frozen-thawed. A total of twenty-four fish samples (fresh fish (n = 12) and frozen-thawed fish (n = 12)) were investigated. The principal component analysis and the factorial discriminant analysis were applied to the three spectral regions in the MIR of 3000-2800 cm⁻¹, 1700-1500 cm⁻¹ and 1500-900 cm⁻¹. Within the 1500-900 cm⁻¹ spectral region, correct classification (CC) of 100% and 75% was observed for the calibration and validation spectra, respectively. Improved classification was obtained from the 3000-2800 cm⁻¹ spectral region, with CC of 100% and 87.5% of the calibration and validation spectra, respectively. It can be concluded that the 3000-2800 cm⁻¹ and 1500-900 cm⁻¹ spectral regions may provide useful fingerprints allowing the differentiation between fresh and frozen-thawed fish. These regions can be considered as a reliable indicator of fish freshness.</abstract><cop>Oxford, UK</cop><pub>Oxford, UK : Blackwell Publishing Ltd</pub><doi>10.1111/j.1365-2621.2006.01208.x</doi><tpages>8</tpages></addata></record> |
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subjects | accuracy adulterated products Biological and medical sciences calibration Chemometry differentiation discriminant analysis fish food analysis Food industries food quality freeze-thaw cycles fresh fish freshness frozen fish Fundamental and applied biological sciences. Psychology infrared spectroscopy mid-infrared principal component analysis qualitative analysis raw fish thawing validity |
title | Mid-infrared spectroscopy as a new tool for the evaluation of fish freshness |
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