Identification of Luminescent Markers for Gunshot Residues: Fluorescence, Raman Spectroscopy, and Chemometrics

Gunshot residue (GSR) is an evidence of major importance in firearm-related crimes. The recent introduction of nontoxic ammunition has made impossible the characterization of GSR particles by the current methods employed by forensic experts. To overcome this drawback, the introduction of luminescent...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Analytical chemistry (Washington) 2019-10, Vol.91 (19), p.12444-12452
Hauptverfasser: Carneiro, Caroline R, Silva, Carolina S, de Carvalho, Marcela Albino, Pimentel, Maria Fernanda, Talhavini, Márcio, Weber, Ingrid T
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 12452
container_issue 19
container_start_page 12444
container_title Analytical chemistry (Washington)
container_volume 91
creator Carneiro, Caroline R
Silva, Carolina S
de Carvalho, Marcela Albino
Pimentel, Maria Fernanda
Talhavini, Márcio
Weber, Ingrid T
description Gunshot residue (GSR) is an evidence of major importance in firearm-related crimes. The recent introduction of nontoxic ammunition has made impossible the characterization of GSR particles by the current methods employed by forensic experts. To overcome this drawback, the introduction of luminescent markers was proposed, allowing on-site visual detection of luminescent gunshot residue (LGSR) at the crime scene. Three different luminescent markers coordinated with europium for specific and selective encoding of ammunition have been proposed. To promote a variety of versatile tools for GSR analysis, spectroscopic techniques combined with chemometric methods can be applied to achieve a reliable, fast, and nondestructive means to identify LGSR and discriminate among the different markers. Luminescence (emission and excitation), normal, and resonance Raman spectroscopies associated with principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were evaluated. The classification model using the complementary information on emission and excitation spectra, a.k.a. data fusion, provided a 100% correct classification for all markers. A comprehensive study has been developed to show that the insertion of luminescent markers enables not only the easy localization of GSR residues but also the possibility of ammunition encoding through the use of multivariate classification methods.
doi_str_mv 10.1021/acs.analchem.9b03079
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2283290183</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2283290183</sourcerecordid><originalsourceid>FETCH-LOGICAL-a413t-41d95ef61a406bc8e1e3254d04765aefb7359c35abd041374603fc04238883de3</originalsourceid><addsrcrecordid>eNp9kUlPwzAQhS0EglL4BwhZ4sKBlPGSjRuq2KQiJJZz5DgTNSWxi50c-Pe4dDlw4GRp9L3nN_MIOWMwYcDZtdJ-ooxq9Ry7SV6CgDTfIyMWc4iSLOP7ZAQAIuIpwBE59n4BwBiw5JAcCSbTOBb5iJinCk3f1I1WfWMNtTWdDV1j0Oswp8_KfaLztLaOPgzGz21PX9E31YD-ht63g3W_pMYr-qo6ZejbEnXvrNd2-X1FlanoNAS0Hfau0f6EHNSq9Xi6ecfk4_7uffoYzV4enqa3s0hJJvpIsiqPsU6YkpCUOkOGgseyApkmscK6TEWcaxGrMoyYSGUCotYguciyTFQoxuRy7bt09itk7YuuCTnbVhm0gy84zwTPgWUioBd_0IUdXDhsoEQ4WZLyX0quKR128w7rYumaTrnvgkGx6qMIfRTbPopNH0F2vjEfyg6rnWhbQABgDazku4__9fwBwLeZ_w</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2300167283</pqid></control><display><type>article</type><title>Identification of Luminescent Markers for Gunshot Residues: Fluorescence, Raman Spectroscopy, and Chemometrics</title><source>ACS Publications</source><creator>Carneiro, Caroline R ; Silva, Carolina S ; de Carvalho, Marcela Albino ; Pimentel, Maria Fernanda ; Talhavini, Márcio ; Weber, Ingrid T</creator><creatorcontrib>Carneiro, Caroline R ; Silva, Carolina S ; de Carvalho, Marcela Albino ; Pimentel, Maria Fernanda ; Talhavini, Márcio ; Weber, Ingrid T</creatorcontrib><description>Gunshot residue (GSR) is an evidence of major importance in firearm-related crimes. The recent introduction of nontoxic ammunition has made impossible the characterization of GSR particles by the current methods employed by forensic experts. To overcome this drawback, the introduction of luminescent markers was proposed, allowing on-site visual detection of luminescent gunshot residue (LGSR) at the crime scene. Three different luminescent markers coordinated with europium for specific and selective encoding of ammunition have been proposed. To promote a variety of versatile tools for GSR analysis, spectroscopic techniques combined with chemometric methods can be applied to achieve a reliable, fast, and nondestructive means to identify LGSR and discriminate among the different markers. Luminescence (emission and excitation), normal, and resonance Raman spectroscopies associated with principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were evaluated. The classification model using the complementary information on emission and excitation spectra, a.k.a. data fusion, provided a 100% correct classification for all markers. A comprehensive study has been developed to show that the insertion of luminescent markers enables not only the easy localization of GSR residues but also the possibility of ammunition encoding through the use of multivariate classification methods.</description><identifier>ISSN: 0003-2700</identifier><identifier>EISSN: 1520-6882</identifier><identifier>DOI: 10.1021/acs.analchem.9b03079</identifier><identifier>PMID: 31475539</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Ammunition ; Chemometrics ; Classification ; Crime ; Data integration ; Discriminant analysis ; Emission analysis ; Emission spectra ; Emissions ; Europium ; Excitation spectra ; Firearm discharge residue ; Fluorescence ; Forensic ballistics ; Forensic science ; Localization ; Markers ; Multisensor fusion ; Principal components analysis ; Raman spectroscopy ; Residues ; Spectrum analysis</subject><ispartof>Analytical chemistry (Washington), 2019-10, Vol.91 (19), p.12444-12452</ispartof><rights>Copyright American Chemical Society Oct 1, 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a413t-41d95ef61a406bc8e1e3254d04765aefb7359c35abd041374603fc04238883de3</citedby><cites>FETCH-LOGICAL-a413t-41d95ef61a406bc8e1e3254d04765aefb7359c35abd041374603fc04238883de3</cites><orcidid>0000-0002-9718-1981 ; 0000-0002-5781-393X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.analchem.9b03079$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.analchem.9b03079$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>315,781,785,2766,27081,27929,27930,56743,56793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31475539$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Carneiro, Caroline R</creatorcontrib><creatorcontrib>Silva, Carolina S</creatorcontrib><creatorcontrib>de Carvalho, Marcela Albino</creatorcontrib><creatorcontrib>Pimentel, Maria Fernanda</creatorcontrib><creatorcontrib>Talhavini, Márcio</creatorcontrib><creatorcontrib>Weber, Ingrid T</creatorcontrib><title>Identification of Luminescent Markers for Gunshot Residues: Fluorescence, Raman Spectroscopy, and Chemometrics</title><title>Analytical chemistry (Washington)</title><addtitle>Anal. Chem</addtitle><description>Gunshot residue (GSR) is an evidence of major importance in firearm-related crimes. The recent introduction of nontoxic ammunition has made impossible the characterization of GSR particles by the current methods employed by forensic experts. To overcome this drawback, the introduction of luminescent markers was proposed, allowing on-site visual detection of luminescent gunshot residue (LGSR) at the crime scene. Three different luminescent markers coordinated with europium for specific and selective encoding of ammunition have been proposed. To promote a variety of versatile tools for GSR analysis, spectroscopic techniques combined with chemometric methods can be applied to achieve a reliable, fast, and nondestructive means to identify LGSR and discriminate among the different markers. Luminescence (emission and excitation), normal, and resonance Raman spectroscopies associated with principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were evaluated. The classification model using the complementary information on emission and excitation spectra, a.k.a. data fusion, provided a 100% correct classification for all markers. A comprehensive study has been developed to show that the insertion of luminescent markers enables not only the easy localization of GSR residues but also the possibility of ammunition encoding through the use of multivariate classification methods.</description><subject>Ammunition</subject><subject>Chemometrics</subject><subject>Classification</subject><subject>Crime</subject><subject>Data integration</subject><subject>Discriminant analysis</subject><subject>Emission analysis</subject><subject>Emission spectra</subject><subject>Emissions</subject><subject>Europium</subject><subject>Excitation spectra</subject><subject>Firearm discharge residue</subject><subject>Fluorescence</subject><subject>Forensic ballistics</subject><subject>Forensic science</subject><subject>Localization</subject><subject>Markers</subject><subject>Multisensor fusion</subject><subject>Principal components analysis</subject><subject>Raman spectroscopy</subject><subject>Residues</subject><subject>Spectrum analysis</subject><issn>0003-2700</issn><issn>1520-6882</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9kUlPwzAQhS0EglL4BwhZ4sKBlPGSjRuq2KQiJJZz5DgTNSWxi50c-Pe4dDlw4GRp9L3nN_MIOWMwYcDZtdJ-ooxq9Ry7SV6CgDTfIyMWc4iSLOP7ZAQAIuIpwBE59n4BwBiw5JAcCSbTOBb5iJinCk3f1I1WfWMNtTWdDV1j0Oswp8_KfaLztLaOPgzGz21PX9E31YD-ht63g3W_pMYr-qo6ZejbEnXvrNd2-X1FlanoNAS0Hfau0f6EHNSq9Xi6ecfk4_7uffoYzV4enqa3s0hJJvpIsiqPsU6YkpCUOkOGgseyApkmscK6TEWcaxGrMoyYSGUCotYguciyTFQoxuRy7bt09itk7YuuCTnbVhm0gy84zwTPgWUioBd_0IUdXDhsoEQ4WZLyX0quKR128w7rYumaTrnvgkGx6qMIfRTbPopNH0F2vjEfyg6rnWhbQABgDazku4__9fwBwLeZ_w</recordid><startdate>20191001</startdate><enddate>20191001</enddate><creator>Carneiro, Caroline R</creator><creator>Silva, Carolina S</creator><creator>de Carvalho, Marcela Albino</creator><creator>Pimentel, Maria Fernanda</creator><creator>Talhavini, Márcio</creator><creator>Weber, Ingrid T</creator><general>American Chemical Society</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7TM</scope><scope>7U5</scope><scope>7U7</scope><scope>7U9</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>H94</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-9718-1981</orcidid><orcidid>https://orcid.org/0000-0002-5781-393X</orcidid></search><sort><creationdate>20191001</creationdate><title>Identification of Luminescent Markers for Gunshot Residues: Fluorescence, Raman Spectroscopy, and Chemometrics</title><author>Carneiro, Caroline R ; Silva, Carolina S ; de Carvalho, Marcela Albino ; Pimentel, Maria Fernanda ; Talhavini, Márcio ; Weber, Ingrid T</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a413t-41d95ef61a406bc8e1e3254d04765aefb7359c35abd041374603fc04238883de3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Ammunition</topic><topic>Chemometrics</topic><topic>Classification</topic><topic>Crime</topic><topic>Data integration</topic><topic>Discriminant analysis</topic><topic>Emission analysis</topic><topic>Emission spectra</topic><topic>Emissions</topic><topic>Europium</topic><topic>Excitation spectra</topic><topic>Firearm discharge residue</topic><topic>Fluorescence</topic><topic>Forensic ballistics</topic><topic>Forensic science</topic><topic>Localization</topic><topic>Markers</topic><topic>Multisensor fusion</topic><topic>Principal components analysis</topic><topic>Raman spectroscopy</topic><topic>Residues</topic><topic>Spectrum analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Carneiro, Caroline R</creatorcontrib><creatorcontrib>Silva, Carolina S</creatorcontrib><creatorcontrib>de Carvalho, Marcela Albino</creatorcontrib><creatorcontrib>Pimentel, Maria Fernanda</creatorcontrib><creatorcontrib>Talhavini, Márcio</creatorcontrib><creatorcontrib>Weber, Ingrid T</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology &amp; Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Analytical chemistry (Washington)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Carneiro, Caroline R</au><au>Silva, Carolina S</au><au>de Carvalho, Marcela Albino</au><au>Pimentel, Maria Fernanda</au><au>Talhavini, Márcio</au><au>Weber, Ingrid T</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of Luminescent Markers for Gunshot Residues: Fluorescence, Raman Spectroscopy, and Chemometrics</atitle><jtitle>Analytical chemistry (Washington)</jtitle><addtitle>Anal. Chem</addtitle><date>2019-10-01</date><risdate>2019</risdate><volume>91</volume><issue>19</issue><spage>12444</spage><epage>12452</epage><pages>12444-12452</pages><issn>0003-2700</issn><eissn>1520-6882</eissn><abstract>Gunshot residue (GSR) is an evidence of major importance in firearm-related crimes. The recent introduction of nontoxic ammunition has made impossible the characterization of GSR particles by the current methods employed by forensic experts. To overcome this drawback, the introduction of luminescent markers was proposed, allowing on-site visual detection of luminescent gunshot residue (LGSR) at the crime scene. Three different luminescent markers coordinated with europium for specific and selective encoding of ammunition have been proposed. To promote a variety of versatile tools for GSR analysis, spectroscopic techniques combined with chemometric methods can be applied to achieve a reliable, fast, and nondestructive means to identify LGSR and discriminate among the different markers. Luminescence (emission and excitation), normal, and resonance Raman spectroscopies associated with principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were evaluated. The classification model using the complementary information on emission and excitation spectra, a.k.a. data fusion, provided a 100% correct classification for all markers. A comprehensive study has been developed to show that the insertion of luminescent markers enables not only the easy localization of GSR residues but also the possibility of ammunition encoding through the use of multivariate classification methods.</abstract><cop>United States</cop><pub>American Chemical Society</pub><pmid>31475539</pmid><doi>10.1021/acs.analchem.9b03079</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-9718-1981</orcidid><orcidid>https://orcid.org/0000-0002-5781-393X</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0003-2700
ispartof Analytical chemistry (Washington), 2019-10, Vol.91 (19), p.12444-12452
issn 0003-2700
1520-6882
language eng
recordid cdi_proquest_miscellaneous_2283290183
source ACS Publications
subjects Ammunition
Chemometrics
Classification
Crime
Data integration
Discriminant analysis
Emission analysis
Emission spectra
Emissions
Europium
Excitation spectra
Firearm discharge residue
Fluorescence
Forensic ballistics
Forensic science
Localization
Markers
Multisensor fusion
Principal components analysis
Raman spectroscopy
Residues
Spectrum analysis
title Identification of Luminescent Markers for Gunshot Residues: Fluorescence, Raman Spectroscopy, and Chemometrics
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-15T04%3A05%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Identification%20of%20Luminescent%20Markers%20for%20Gunshot%20Residues:%20Fluorescence,%20Raman%20Spectroscopy,%20and%20Chemometrics&rft.jtitle=Analytical%20chemistry%20(Washington)&rft.au=Carneiro,%20Caroline%20R&rft.date=2019-10-01&rft.volume=91&rft.issue=19&rft.spage=12444&rft.epage=12452&rft.pages=12444-12452&rft.issn=0003-2700&rft.eissn=1520-6882&rft_id=info:doi/10.1021/acs.analchem.9b03079&rft_dat=%3Cproquest_cross%3E2283290183%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2300167283&rft_id=info:pmid/31475539&rfr_iscdi=true