Loading…

Estimating postmortem interval for human cadavers in a sub‐tropical climate using UV‐Vis‐near‐infrared Spectroscopy

Estimating postmortem interval (PMI) of surface found skeletal remains is challenging. This novel study used UV‐Vis‐NIR spectroscopy to scan soil collected from cadaver decomposition islands (CDIs) ranging from 15‐ to 963‐d postmortem and control soils. A decomposition product spectra model (DPS mod...

Full description

Saved in:
Bibliographic Details
Published in:Journal of forensic sciences 2021-01, Vol.66 (1), p.190-201
Main Authors: Aitkenhead‐Peterson, Jacqueline A., Fancher, James P., Alexander, Michael B., Hamilton, Michelle D., Bytheway, Joan A., Wescott, Daniel J.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c3719-1ebdb45b0ae0e9c4ae78f547e529925554e535bd996f6448bdb57c5eec32cecd3
cites cdi_FETCH-LOGICAL-c3719-1ebdb45b0ae0e9c4ae78f547e529925554e535bd996f6448bdb57c5eec32cecd3
container_end_page 201
container_issue 1
container_start_page 190
container_title Journal of forensic sciences
container_volume 66
creator Aitkenhead‐Peterson, Jacqueline A.
Fancher, James P.
Alexander, Michael B.
Hamilton, Michelle D.
Bytheway, Joan A.
Wescott, Daniel J.
description Estimating postmortem interval (PMI) of surface found skeletal remains is challenging. This novel study used UV‐Vis‐NIR spectroscopy to scan soil collected from cadaver decomposition islands (CDIs) ranging from 15‐ to 963‐d postmortem and control soils. A decomposition product spectra model (DPS model) was constructed by deducting the control soil spectra from the CDI soil spectra for the estimation of postmortem indices: PMI (d), ADD4, ADD10, and ADD20. The DPS model (n = 55) was calibrated and subjected to a full cross‐validation. Calibration R2 and RPD for the DPS model ranged from 0.97 to 0.99 and from 6.1 to 9.9, respectively, for the four postmortem interval indices. Validation R2 and RPD for the DPS model ranged from 0.73 to 0.80 and from 1.9 to 2.2, respectively. The DPS model estimated postmortem intervals for three test CDIs in a clay soil under perennial grassland (test set 1; n = 3) and six CDIs in a sandy soil under a loblolly pine forest (test set 2; n = 6). Test set 1 had PMI prediction ranges from −69 to −117 days, −796 to +832 ADD4, +552 to +2672 ADD10, and −478 to −20 ADD20 of observed PMI. Test set 2 PMI prediction ranged from −198 to −65 days, −9923 to +2629 ADD4, −6724 to +1321 ADD10, and −2850 to +540 ADD20 of observed PMI. Test set 2 had poor predictions for two CDIs, for all measures of postmortem indices resulting in discussion of sampling depth, effect of body mass index (BMI), and scavenging.
doi_str_mv 10.1111/1556-4029.14579
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2446670473</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2474709839</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3719-1ebdb45b0ae0e9c4ae78f547e529925554e535bd996f6448bdb57c5eec32cecd3</originalsourceid><addsrcrecordid>eNqFkbtOwzAUhi0EglKY2ZAlFpa0duJLPaKKq5A6cFktxzmBoNywE1DFwiPwjDwJDoUOLHjwkXy-88lHP0IHlExoOFPKuYgYidWEMi7VBhqtXzbRiJA4jihVsx206_0TIURQQbfRThIrKQRPRujt1HdFZbqifsBt47uqcR1UuKg7cC-mxHnj8GNfmRpbk5kXcD70sMG-Tz_fPzrXtIUNmC0HCeDeD6K7-9C7L3y4azAulKLOnXGQ4ZsWbJjytmmXe2grN6WH_Z86Rndnp7fzi-h6cX45P7mObCKpiiikWcp4SgwQUJYZkLOcMwk8VirmnDPgCU8zpUQuGJsFmkvLAWwSW7BZMkbHK2_rmucefKerwlsoS1ND03sdMyaEJEwmAT36gz41vavD7wIlmSRqlqhATVeUDZt4B7luXdjfLTUleshFDynoIQX9nUuYOPzx9mkF2Zr_DSIAfAW8FiUs__Ppq7PFSvwFCoadaQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2474709839</pqid></control><display><type>article</type><title>Estimating postmortem interval for human cadavers in a sub‐tropical climate using UV‐Vis‐near‐infrared Spectroscopy</title><source>Wiley-Blackwell Read &amp; Publish Collection</source><creator>Aitkenhead‐Peterson, Jacqueline A. ; Fancher, James P. ; Alexander, Michael B. ; Hamilton, Michelle D. ; Bytheway, Joan A. ; Wescott, Daniel J.</creator><creatorcontrib>Aitkenhead‐Peterson, Jacqueline A. ; Fancher, James P. ; Alexander, Michael B. ; Hamilton, Michelle D. ; Bytheway, Joan A. ; Wescott, Daniel J.</creatorcontrib><description>Estimating postmortem interval (PMI) of surface found skeletal remains is challenging. This novel study used UV‐Vis‐NIR spectroscopy to scan soil collected from cadaver decomposition islands (CDIs) ranging from 15‐ to 963‐d postmortem and control soils. A decomposition product spectra model (DPS model) was constructed by deducting the control soil spectra from the CDI soil spectra for the estimation of postmortem indices: PMI (d), ADD4, ADD10, and ADD20. The DPS model (n = 55) was calibrated and subjected to a full cross‐validation. Calibration R2 and RPD for the DPS model ranged from 0.97 to 0.99 and from 6.1 to 9.9, respectively, for the four postmortem interval indices. Validation R2 and RPD for the DPS model ranged from 0.73 to 0.80 and from 1.9 to 2.2, respectively. The DPS model estimated postmortem intervals for three test CDIs in a clay soil under perennial grassland (test set 1; n = 3) and six CDIs in a sandy soil under a loblolly pine forest (test set 2; n = 6). Test set 1 had PMI prediction ranges from −69 to −117 days, −796 to +832 ADD4, +552 to +2672 ADD10, and −478 to −20 ADD20 of observed PMI. Test set 2 PMI prediction ranged from −198 to −65 days, −9923 to +2629 ADD4, −6724 to +1321 ADD10, and −2850 to +540 ADD20 of observed PMI. Test set 2 had poor predictions for two CDIs, for all measures of postmortem indices resulting in discussion of sampling depth, effect of body mass index (BMI), and scavenging.</description><identifier>ISSN: 0022-1198</identifier><identifier>EISSN: 1556-4029</identifier><identifier>DOI: 10.1111/1556-4029.14579</identifier><identifier>PMID: 32976653</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>ADD10 ; ADD20 ; ADD4 ; Adult ; Aged ; Aged, 80 and over ; Body Mass Index ; Body size ; Cadaver ; cadaver decomposition island ; CDI ; chemometric model ; Clay soils ; Decomposition ; Estimation ; Female ; Forensic Pathology - methods ; Grasslands ; Human remains ; Humans ; Male ; Middle Aged ; PMI ; Postmortem Changes ; postmortem interval ; Sandy soils ; Scavenging ; Soil - chemistry ; Soil testing ; Spectra ; Spectroscopy, Near-Infrared ; Spectrum analysis ; Test sets ; Tropical Climate ; UV‐Vis‐NIR spectroscopy</subject><ispartof>Journal of forensic sciences, 2021-01, Vol.66 (1), p.190-201</ispartof><rights>2020 American Academy of Forensic Sciences</rights><rights>2020 American Academy of Forensic Sciences.</rights><rights>2021 American Academy of Forensic Sciences</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3719-1ebdb45b0ae0e9c4ae78f547e529925554e535bd996f6448bdb57c5eec32cecd3</citedby><cites>FETCH-LOGICAL-c3719-1ebdb45b0ae0e9c4ae78f547e529925554e535bd996f6448bdb57c5eec32cecd3</cites><orcidid>0000-0001-7429-9058</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32976653$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Aitkenhead‐Peterson, Jacqueline A.</creatorcontrib><creatorcontrib>Fancher, James P.</creatorcontrib><creatorcontrib>Alexander, Michael B.</creatorcontrib><creatorcontrib>Hamilton, Michelle D.</creatorcontrib><creatorcontrib>Bytheway, Joan A.</creatorcontrib><creatorcontrib>Wescott, Daniel J.</creatorcontrib><title>Estimating postmortem interval for human cadavers in a sub‐tropical climate using UV‐Vis‐near‐infrared Spectroscopy</title><title>Journal of forensic sciences</title><addtitle>J Forensic Sci</addtitle><description>Estimating postmortem interval (PMI) of surface found skeletal remains is challenging. This novel study used UV‐Vis‐NIR spectroscopy to scan soil collected from cadaver decomposition islands (CDIs) ranging from 15‐ to 963‐d postmortem and control soils. A decomposition product spectra model (DPS model) was constructed by deducting the control soil spectra from the CDI soil spectra for the estimation of postmortem indices: PMI (d), ADD4, ADD10, and ADD20. The DPS model (n = 55) was calibrated and subjected to a full cross‐validation. Calibration R2 and RPD for the DPS model ranged from 0.97 to 0.99 and from 6.1 to 9.9, respectively, for the four postmortem interval indices. Validation R2 and RPD for the DPS model ranged from 0.73 to 0.80 and from 1.9 to 2.2, respectively. The DPS model estimated postmortem intervals for three test CDIs in a clay soil under perennial grassland (test set 1; n = 3) and six CDIs in a sandy soil under a loblolly pine forest (test set 2; n = 6). Test set 1 had PMI prediction ranges from −69 to −117 days, −796 to +832 ADD4, +552 to +2672 ADD10, and −478 to −20 ADD20 of observed PMI. Test set 2 PMI prediction ranged from −198 to −65 days, −9923 to +2629 ADD4, −6724 to +1321 ADD10, and −2850 to +540 ADD20 of observed PMI. Test set 2 had poor predictions for two CDIs, for all measures of postmortem indices resulting in discussion of sampling depth, effect of body mass index (BMI), and scavenging.</description><subject>ADD10</subject><subject>ADD20</subject><subject>ADD4</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Body Mass Index</subject><subject>Body size</subject><subject>Cadaver</subject><subject>cadaver decomposition island</subject><subject>CDI</subject><subject>chemometric model</subject><subject>Clay soils</subject><subject>Decomposition</subject><subject>Estimation</subject><subject>Female</subject><subject>Forensic Pathology - methods</subject><subject>Grasslands</subject><subject>Human remains</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>PMI</subject><subject>Postmortem Changes</subject><subject>postmortem interval</subject><subject>Sandy soils</subject><subject>Scavenging</subject><subject>Soil - chemistry</subject><subject>Soil testing</subject><subject>Spectra</subject><subject>Spectroscopy, Near-Infrared</subject><subject>Spectrum analysis</subject><subject>Test sets</subject><subject>Tropical Climate</subject><subject>UV‐Vis‐NIR spectroscopy</subject><issn>0022-1198</issn><issn>1556-4029</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkbtOwzAUhi0EglKY2ZAlFpa0duJLPaKKq5A6cFktxzmBoNywE1DFwiPwjDwJDoUOLHjwkXy-88lHP0IHlExoOFPKuYgYidWEMi7VBhqtXzbRiJA4jihVsx206_0TIURQQbfRThIrKQRPRujt1HdFZbqifsBt47uqcR1UuKg7cC-mxHnj8GNfmRpbk5kXcD70sMG-Tz_fPzrXtIUNmC0HCeDeD6K7-9C7L3y4azAulKLOnXGQ4ZsWbJjytmmXe2grN6WH_Z86Rndnp7fzi-h6cX45P7mObCKpiiikWcp4SgwQUJYZkLOcMwk8VirmnDPgCU8zpUQuGJsFmkvLAWwSW7BZMkbHK2_rmucefKerwlsoS1ND03sdMyaEJEwmAT36gz41vavD7wIlmSRqlqhATVeUDZt4B7luXdjfLTUleshFDynoIQX9nUuYOPzx9mkF2Zr_DSIAfAW8FiUs__Ppq7PFSvwFCoadaQ</recordid><startdate>202101</startdate><enddate>202101</enddate><creator>Aitkenhead‐Peterson, Jacqueline A.</creator><creator>Fancher, James P.</creator><creator>Alexander, Michael B.</creator><creator>Hamilton, Michelle D.</creator><creator>Bytheway, Joan A.</creator><creator>Wescott, Daniel J.</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K7.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-7429-9058</orcidid></search><sort><creationdate>202101</creationdate><title>Estimating postmortem interval for human cadavers in a sub‐tropical climate using UV‐Vis‐near‐infrared Spectroscopy</title><author>Aitkenhead‐Peterson, Jacqueline A. ; Fancher, James P. ; Alexander, Michael B. ; Hamilton, Michelle D. ; Bytheway, Joan A. ; Wescott, Daniel J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3719-1ebdb45b0ae0e9c4ae78f547e529925554e535bd996f6448bdb57c5eec32cecd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>ADD10</topic><topic>ADD20</topic><topic>ADD4</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Body Mass Index</topic><topic>Body size</topic><topic>Cadaver</topic><topic>cadaver decomposition island</topic><topic>CDI</topic><topic>chemometric model</topic><topic>Clay soils</topic><topic>Decomposition</topic><topic>Estimation</topic><topic>Female</topic><topic>Forensic Pathology - methods</topic><topic>Grasslands</topic><topic>Human remains</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>PMI</topic><topic>Postmortem Changes</topic><topic>postmortem interval</topic><topic>Sandy soils</topic><topic>Scavenging</topic><topic>Soil - chemistry</topic><topic>Soil testing</topic><topic>Spectra</topic><topic>Spectroscopy, Near-Infrared</topic><topic>Spectrum analysis</topic><topic>Test sets</topic><topic>Tropical Climate</topic><topic>UV‐Vis‐NIR spectroscopy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Aitkenhead‐Peterson, Jacqueline A.</creatorcontrib><creatorcontrib>Fancher, James P.</creatorcontrib><creatorcontrib>Alexander, Michael B.</creatorcontrib><creatorcontrib>Hamilton, Michelle D.</creatorcontrib><creatorcontrib>Bytheway, Joan A.</creatorcontrib><creatorcontrib>Wescott, Daniel J.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Criminal Justice (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of forensic sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Aitkenhead‐Peterson, Jacqueline A.</au><au>Fancher, James P.</au><au>Alexander, Michael B.</au><au>Hamilton, Michelle D.</au><au>Bytheway, Joan A.</au><au>Wescott, Daniel J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Estimating postmortem interval for human cadavers in a sub‐tropical climate using UV‐Vis‐near‐infrared Spectroscopy</atitle><jtitle>Journal of forensic sciences</jtitle><addtitle>J Forensic Sci</addtitle><date>2021-01</date><risdate>2021</risdate><volume>66</volume><issue>1</issue><spage>190</spage><epage>201</epage><pages>190-201</pages><issn>0022-1198</issn><eissn>1556-4029</eissn><abstract>Estimating postmortem interval (PMI) of surface found skeletal remains is challenging. This novel study used UV‐Vis‐NIR spectroscopy to scan soil collected from cadaver decomposition islands (CDIs) ranging from 15‐ to 963‐d postmortem and control soils. A decomposition product spectra model (DPS model) was constructed by deducting the control soil spectra from the CDI soil spectra for the estimation of postmortem indices: PMI (d), ADD4, ADD10, and ADD20. The DPS model (n = 55) was calibrated and subjected to a full cross‐validation. Calibration R2 and RPD for the DPS model ranged from 0.97 to 0.99 and from 6.1 to 9.9, respectively, for the four postmortem interval indices. Validation R2 and RPD for the DPS model ranged from 0.73 to 0.80 and from 1.9 to 2.2, respectively. The DPS model estimated postmortem intervals for three test CDIs in a clay soil under perennial grassland (test set 1; n = 3) and six CDIs in a sandy soil under a loblolly pine forest (test set 2; n = 6). Test set 1 had PMI prediction ranges from −69 to −117 days, −796 to +832 ADD4, +552 to +2672 ADD10, and −478 to −20 ADD20 of observed PMI. Test set 2 PMI prediction ranged from −198 to −65 days, −9923 to +2629 ADD4, −6724 to +1321 ADD10, and −2850 to +540 ADD20 of observed PMI. Test set 2 had poor predictions for two CDIs, for all measures of postmortem indices resulting in discussion of sampling depth, effect of body mass index (BMI), and scavenging.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>32976653</pmid><doi>10.1111/1556-4029.14579</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0001-7429-9058</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0022-1198
ispartof Journal of forensic sciences, 2021-01, Vol.66 (1), p.190-201
issn 0022-1198
1556-4029
language eng
recordid cdi_proquest_miscellaneous_2446670473
source Wiley-Blackwell Read & Publish Collection
subjects ADD10
ADD20
ADD4
Adult
Aged
Aged, 80 and over
Body Mass Index
Body size
Cadaver
cadaver decomposition island
CDI
chemometric model
Clay soils
Decomposition
Estimation
Female
Forensic Pathology - methods
Grasslands
Human remains
Humans
Male
Middle Aged
PMI
Postmortem Changes
postmortem interval
Sandy soils
Scavenging
Soil - chemistry
Soil testing
Spectra
Spectroscopy, Near-Infrared
Spectrum analysis
Test sets
Tropical Climate
UV‐Vis‐NIR spectroscopy
title Estimating postmortem interval for human cadavers in a sub‐tropical climate using UV‐Vis‐near‐infrared Spectroscopy
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T10%3A49%3A13IST&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=Estimating%20postmortem%20interval%20for%20human%20cadavers%20in%20a%20sub%E2%80%90tropical%20climate%20using%20UV%E2%80%90Vis%E2%80%90near%E2%80%90infrared%20Spectroscopy&rft.jtitle=Journal%20of%20forensic%20sciences&rft.au=Aitkenhead%E2%80%90Peterson,%20Jacqueline%20A.&rft.date=2021-01&rft.volume=66&rft.issue=1&rft.spage=190&rft.epage=201&rft.pages=190-201&rft.issn=0022-1198&rft.eissn=1556-4029&rft_id=info:doi/10.1111/1556-4029.14579&rft_dat=%3Cproquest_cross%3E2474709839%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c3719-1ebdb45b0ae0e9c4ae78f547e529925554e535bd996f6448bdb57c5eec32cecd3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2474709839&rft_id=info:pmid/32976653&rfr_iscdi=true