<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en_GB"><generator uri="https://jekyllrb.com/" version="4.4.1">Jekyll</generator><link href="https://domdfcoding.github.io/feed.xml" rel="self" type="application/atom+xml"/><link href="https://domdfcoding.github.io/" rel="alternate" type="text/html" hreflang="en_GB"/><updated>2026-05-24T16:12:06+01:00</updated><id>https://domdfcoding.github.io/feed.xml</id><subtitle>Forensic science researcher and programmer</subtitle><entry><title type="html">Identifying the Brand of Ammunition from Gunshot Residue</title><link href="https://domdfcoding.github.io/research/2020/identifying_brand_ammunition_gsr/" rel="alternate" type="text/html" title="Identifying the Brand of Ammunition from Gunshot Residue"/><published>2020-06-26T20:30:00+01:00</published><updated>2020-06-26T20:30:00+01:00</updated><id>https://domdfcoding.github.io/research/2020/identifying_brand_ammunition_gsr</id><content type="html" xml:base="https://domdfcoding.github.io/research/2020/identifying_brand_ammunition_gsr/"><![CDATA[<p><strong>Staffordshire University, 2018</strong></p> <h2 id="abstract">Abstract</h2> <p>The analysis of gunshot residue (GSR) in forensic science can be used to link suspects to crimes, and link multiple crimes together, as well as providing police with intelligence. In the UK one of the most popular calibres of ammunition for target shooting is .22 Long Rifle (.22 LR). Limited research has been carried out to date on organic residues from this calibre, with most research focusing on inorganic residues or on other calibres more common in the USA and Europe. This research establishes a complete approach for collecting, sampling and analysing propellant and organic gunshot residue, and develops a bespoke, automatic interpretation method to allow fired cartridge cases to be linked back to unfired propellant through a database. The software was developed in Python and is available as Open-Source Software.</p> <p>Unfired propellant and spent cartridge cases from three brands of .22 LR ammunition (Winchester “Pistol”, Eley “Contact”, and Geco “Rifle”) were analysed using an established method of solid-phase microextraction (SPME), gas chromatography (GC) and mass spectrometry (MS). SPME and GC-MS have previously been shown to be effective for analysis of gunshot residue. It has been possible to distinguish propellant and GSR samples from different brands, and link samples from the same brand together, based on the chromatograms and compounds identified by mass spectrometry.</p> <p>The chemical compositions of the propellant and GSR from these brands are outlined. Possible further optimisations for the method to improve detection for different calibres of ammunition are also detailed.</p> <h2 id="links">Links</h2> <ul> <li><a href="/assets/research/Identifying the Brand of Ammunition from Gunshot Residue - Double Sided.pdf">Paper</a> </li> <li><a href="https://github.com/GunShotMatch">GunShotMatch Github</a></li> </ul> <h2 id="oral-presentation">Oral Presentation</h2> <p>Delivered at the British Conference of Undergraduate Research 2018, University of Sheffield, UK.</p> <ul> <li><a href="{/assets/research/BCUR presentation.pptx}">Download</a></li> </ul> <p>Read about it on the <a href="https://blogs.staffs.ac.uk/law-policing-forensics/2018/04/18/british-conference-of-undergraduate-research/">Staffordshire University Blog</a>.</p> <h2 id="posters">Posters</h2> <h3 id="poster-presented-at-staffordshire-university-gradex-2018">Poster presented at Staffordshire University GradEx 2018.</h3> <p>First place in the Forensic Science category.</p> <ul> <li><a href="/assets/research/GradEx Poster.png">Download</a> </li> </ul> <h3 id="poster-presented-at-the-chartered-society-of-forensic-sciences-annual-student-conference-2018">Poster presented at the Chartered Society of Forensic Sciences Annual Student Conference 2018.</h3> <p><strong>University of Derby, UK.</strong></p> <ul> <li><a href="/assets/research/CSoFS 2018 Poster.png">Download</a> </li> </ul>]]></content><author><name>domdfcoding</name></author><category term="research"/><category term="research"/><category term="2018"/><category term="undergraduate"/><summary type="html"><![CDATA[My undergraduate research project on gunshot residue.]]></summary><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://domdfcoding.github.io/assets/img/og/posts/identifying_brand_ammunition_gsr.png"/><media:content medium="image" url="https://domdfcoding.github.io/assets/img/og/posts/identifying_brand_ammunition_gsr.png" xmlns:media="http://search.yahoo.com/mrss/"/></entry></feed>