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A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.

Fire debris is often recovered as part of a fire scene investigation to determine whether an ignitable liquid might be present which may be evidence of a deliberate fire. The analysis of fire debris produces chromatograms that a forensic chemist uses to determine whether or not an ignitable liquid m...

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Autores principales: Miller, Jonathan, Puch-Solis, Roberto, Mat Desa, Wan Nur Syuhaila, Nic Daeid, Niamh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9679696/
https://www.ncbi.nlm.nih.gov/pubmed/36425998
http://dx.doi.org/10.1016/j.dib.2022.108670
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author Miller, Jonathan
Puch-Solis, Roberto
Mat Desa, Wan Nur Syuhaila
Nic Daeid, Niamh
author_facet Miller, Jonathan
Puch-Solis, Roberto
Mat Desa, Wan Nur Syuhaila
Nic Daeid, Niamh
author_sort Miller, Jonathan
collection PubMed
description Fire debris is often recovered as part of a fire scene investigation to determine whether an ignitable liquid might be present which may be evidence of a deliberate fire. The analysis of fire debris produces chromatograms that a forensic chemist uses to determine whether or not an ignitable liquid may be present. Currently there are very few publicly available data sets that can be used for training and statistical modelling in this area. The data set in this paper has been prepared with these two applications in mind and covers a wide range of ignitable liquids available in the UK. We created a data set of 35 ignitable liquids including petrol (gasoline), light, medium and heavy petroleum distillates (i.e diesel) from several retailers. Each ignitable liquid was systematically evaporated to produce six additional samples. Each sample was repetitively analysed to provide an overall data set of 751 analytical outputs (including chromatograms). Each data sample is expressed in multiple formats and the metadata containing any data used in the production of the samples is included. The folder and file names are designed to avoid misplacements and to manipulate folders and files systematically using computer code.
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spelling pubmed-96796962022-11-23 A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set. Miller, Jonathan Puch-Solis, Roberto Mat Desa, Wan Nur Syuhaila Nic Daeid, Niamh Data Brief Data Article Fire debris is often recovered as part of a fire scene investigation to determine whether an ignitable liquid might be present which may be evidence of a deliberate fire. The analysis of fire debris produces chromatograms that a forensic chemist uses to determine whether or not an ignitable liquid may be present. Currently there are very few publicly available data sets that can be used for training and statistical modelling in this area. The data set in this paper has been prepared with these two applications in mind and covers a wide range of ignitable liquids available in the UK. We created a data set of 35 ignitable liquids including petrol (gasoline), light, medium and heavy petroleum distillates (i.e diesel) from several retailers. Each ignitable liquid was systematically evaporated to produce six additional samples. Each sample was repetitively analysed to provide an overall data set of 751 analytical outputs (including chromatograms). Each data sample is expressed in multiple formats and the metadata containing any data used in the production of the samples is included. The folder and file names are designed to avoid misplacements and to manipulate folders and files systematically using computer code. Elsevier 2022-10-13 /pmc/articles/PMC9679696/ /pubmed/36425998 http://dx.doi.org/10.1016/j.dib.2022.108670 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
Miller, Jonathan
Puch-Solis, Roberto
Mat Desa, Wan Nur Syuhaila
Nic Daeid, Niamh
A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.
title A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.
title_full A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.
title_fullStr A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.
title_full_unstemmed A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.
title_short A UK-based ground truth data set of GCMS analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.
title_sort uk-based ground truth data set of gcms analysed ignitable liquid samples — a template for making chromatographic data accessible as an open source data set.
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9679696/
https://www.ncbi.nlm.nih.gov/pubmed/36425998
http://dx.doi.org/10.1016/j.dib.2022.108670
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