Differentiation of aged fibers by Raman spectroscopy and multivariate data analysis
Raman spectroscopy followed by multivariate data analysis was used to analyze cotton fibers dyed using similar formulations and submitted to different aging conditions. Spectra were collected on a commercial instrument using a near-infrared laser with a 780nm light source. Discriminant analysis allo...
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| Veröffentlicht in: | Talanta (Oxford) 2016-07, Vol.154, p.467-473 |
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| container_title | Talanta (Oxford) |
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| creator | Bianchi, Federica Riboni, Nicolò Trolla, Valentina Furlan, Giada Avantaggiato, Giorgio Iacobellis, Giuliano Careri, Maria |
| description | Raman spectroscopy followed by multivariate data analysis was used to analyze cotton fibers dyed using similar formulations and submitted to different aging conditions. Spectra were collected on a commercial instrument using a near-infrared laser with a 780nm light source. Discriminant analysis allowed to correctly classify the aged fibers 100% of the time. The prediction ability of the calculated model was estimated to be 100% by the “leave-one-out” cross-validation for 3 out of the 4 series under investigation. Finally, reliability of the developed approach for the discrimination of aged vs new fibers was confirmed by the analysis of commercial polyamide and polyester textiles submitted to the same aging process.
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•Raman spectroscopy as valuable tool for the analysis of aged fibers.•Use of multivariate data analysis for discriminating aged and colored fibers.•Possible discrimination of textiles produced using similar dye formulations.•Useful method for forensic investigations. |
| doi_str_mv | 10.1016/j.talanta.2016.04.013 |
| format | Article |
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[Display omitted]
•Raman spectroscopy as valuable tool for the analysis of aged fibers.•Use of multivariate data analysis for discriminating aged and colored fibers.•Possible discrimination of textiles produced using similar dye formulations.•Useful method for forensic investigations.</description><identifier>ISSN: 0039-9140</identifier><identifier>EISSN: 1873-3573</identifier><identifier>DOI: 10.1016/j.talanta.2016.04.013</identifier><identifier>PMID: 27154701</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Aging ; Data processing ; Discriminant analysis ; Dyes ; Fibers ; Forensic science ; Mathematical models ; Near infrared radiation ; Polyamide resins ; Raman spectroscopy ; Spectra ; Textiles</subject><ispartof>Talanta (Oxford), 2016-07, Vol.154, p.467-473</ispartof><rights>2016 Elsevier B.V.</rights><rights>Copyright © 2016 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c398t-1bf820a1625a9b85428a405c2084dfbdbd94843f3059582365ec328968475dc93</citedby><cites>FETCH-LOGICAL-c398t-1bf820a1625a9b85428a405c2084dfbdbd94843f3059582365ec328968475dc93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0039914016302545$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27154701$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bianchi, Federica</creatorcontrib><creatorcontrib>Riboni, Nicolò</creatorcontrib><creatorcontrib>Trolla, Valentina</creatorcontrib><creatorcontrib>Furlan, Giada</creatorcontrib><creatorcontrib>Avantaggiato, Giorgio</creatorcontrib><creatorcontrib>Iacobellis, Giuliano</creatorcontrib><creatorcontrib>Careri, Maria</creatorcontrib><title>Differentiation of aged fibers by Raman spectroscopy and multivariate data analysis</title><title>Talanta (Oxford)</title><addtitle>Talanta</addtitle><description>Raman spectroscopy followed by multivariate data analysis was used to analyze cotton fibers dyed using similar formulations and submitted to different aging conditions. Spectra were collected on a commercial instrument using a near-infrared laser with a 780nm light source. Discriminant analysis allowed to correctly classify the aged fibers 100% of the time. The prediction ability of the calculated model was estimated to be 100% by the “leave-one-out” cross-validation for 3 out of the 4 series under investigation. Finally, reliability of the developed approach for the discrimination of aged vs new fibers was confirmed by the analysis of commercial polyamide and polyester textiles submitted to the same aging process.
[Display omitted]
•Raman spectroscopy as valuable tool for the analysis of aged fibers.•Use of multivariate data analysis for discriminating aged and colored fibers.•Possible discrimination of textiles produced using similar dye formulations.•Useful method for forensic investigations.</description><subject>Aging</subject><subject>Data processing</subject><subject>Discriminant analysis</subject><subject>Dyes</subject><subject>Fibers</subject><subject>Forensic science</subject><subject>Mathematical models</subject><subject>Near infrared radiation</subject><subject>Polyamide resins</subject><subject>Raman spectroscopy</subject><subject>Spectra</subject><subject>Textiles</subject><issn>0039-9140</issn><issn>1873-3573</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFkMuLFDEQh4Mo7rj6Jyg5eum28uqkTyK7vmBB8HEO1XlIhn6MSWZh_nuzzOh1T0UV36-K-gh5zaBnwIZ3-77ijGvFnre2B9kDE0_IjhktOqG0eEp2AGLsRibhirwoZQ8AXIB4Tq64ZkpqYDvy4zbFGHJYa8KatpVukeLv4GlMU8iFTif6HRdcaTkEV_NW3HY4UVw9XY5zTfeYWy5QjxXbFOdTSeUleRZxLuHVpV6TX58-_rz50t19-_z15sNd58RoasemaDggG7jCcTJKcoMSlONgpI-Tn_wojRRRgBqV4WJQwQluxsFIrbwbxTV5e957yNufYyjVLqm4MDctYTsWywwbQGlo2UdRbbTUZtCioeqMuvZtySHaQ04L5pNlYB_U2729qLcP6i1I29S33JvLieO0BP8_9c91A96fgdCc3KeQbXEprC74lJtb67f0yIm_qV-WjQ</recordid><startdate>20160701</startdate><enddate>20160701</enddate><creator>Bianchi, Federica</creator><creator>Riboni, Nicolò</creator><creator>Trolla, Valentina</creator><creator>Furlan, Giada</creator><creator>Avantaggiato, Giorgio</creator><creator>Iacobellis, Giuliano</creator><creator>Careri, Maria</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7QQ</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>L7M</scope></search><sort><creationdate>20160701</creationdate><title>Differentiation of aged fibers by Raman spectroscopy and multivariate data analysis</title><author>Bianchi, Federica ; Riboni, Nicolò ; Trolla, Valentina ; Furlan, Giada ; Avantaggiato, Giorgio ; Iacobellis, Giuliano ; Careri, Maria</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c398t-1bf820a1625a9b85428a405c2084dfbdbd94843f3059582365ec328968475dc93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Aging</topic><topic>Data processing</topic><topic>Discriminant analysis</topic><topic>Dyes</topic><topic>Fibers</topic><topic>Forensic science</topic><topic>Mathematical models</topic><topic>Near infrared radiation</topic><topic>Polyamide resins</topic><topic>Raman spectroscopy</topic><topic>Spectra</topic><topic>Textiles</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bianchi, Federica</creatorcontrib><creatorcontrib>Riboni, Nicolò</creatorcontrib><creatorcontrib>Trolla, Valentina</creatorcontrib><creatorcontrib>Furlan, Giada</creatorcontrib><creatorcontrib>Avantaggiato, Giorgio</creatorcontrib><creatorcontrib>Iacobellis, Giuliano</creatorcontrib><creatorcontrib>Careri, Maria</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Ceramic Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Talanta (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bianchi, Federica</au><au>Riboni, Nicolò</au><au>Trolla, Valentina</au><au>Furlan, Giada</au><au>Avantaggiato, Giorgio</au><au>Iacobellis, Giuliano</au><au>Careri, Maria</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Differentiation of aged fibers by Raman spectroscopy and multivariate data analysis</atitle><jtitle>Talanta (Oxford)</jtitle><addtitle>Talanta</addtitle><date>2016-07-01</date><risdate>2016</risdate><volume>154</volume><spage>467</spage><epage>473</epage><pages>467-473</pages><issn>0039-9140</issn><eissn>1873-3573</eissn><abstract>Raman spectroscopy followed by multivariate data analysis was used to analyze cotton fibers dyed using similar formulations and submitted to different aging conditions. 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[Display omitted]
•Raman spectroscopy as valuable tool for the analysis of aged fibers.•Use of multivariate data analysis for discriminating aged and colored fibers.•Possible discrimination of textiles produced using similar dye formulations.•Useful method for forensic investigations.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>27154701</pmid><doi>10.1016/j.talanta.2016.04.013</doi><tpages>7</tpages></addata></record> |
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| language | eng |
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| source | Elsevier ScienceDirect Journals |
| subjects | Aging Data processing Discriminant analysis Dyes Fibers Forensic science Mathematical models Near infrared radiation Polyamide resins Raman spectroscopy Spectra Textiles |
| title | Differentiation of aged fibers by Raman spectroscopy and multivariate data analysis |
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