Chemometrics in forensic science: Approaches and applications
Forensic investigations are often reliant on physical evidence to reconstruct events surrounding a crime. However, there remains a need for more objective approaches to evidential interpretation, along with rigorously validated procedures for handling, storage and analysis. Chemometrics has been rec...
| Main Authors: | , , |
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| Format: | Journal Article |
| Language: | English |
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ROYAL SOC CHEMISTRY
2021
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/86587 |
| _version_ | 1848764848612048896 |
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| author | Sauzier, Georgina Van Bronswijk, Bill Lewis, Simon |
| author_facet | Sauzier, Georgina Van Bronswijk, Bill Lewis, Simon |
| author_sort | Sauzier, Georgina |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Forensic investigations are often reliant on physical evidence to reconstruct events surrounding a crime. However, there remains a need for more objective approaches to evidential interpretation, along with rigorously validated procedures for handling, storage and analysis. Chemometrics has been recognised as a powerful tool within forensic science for interpretation and optimisation of analytical procedures. However, careful consideration must be given to factors such as sampling, validation and underpinning study design. This tutorial review aims to provide an accessible overview of chemometric methods within the context of forensic science. The review begins with an overview of selected chemometric techniques, followed by a broad review of studies demonstrating the utility of chemometrics across various forensic disciplines. The tutorial review ends with the discussion of the challenges and emerging trends in this rapidly growing field. |
| first_indexed | 2025-11-14T11:25:53Z |
| format | Journal Article |
| id | curtin-20.500.11937-86587 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T11:25:53Z |
| publishDate | 2021 |
| publisher | ROYAL SOC CHEMISTRY |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-865872022-03-31T03:00:42Z Chemometrics in forensic science: Approaches and applications Sauzier, Georgina Van Bronswijk, Bill Lewis, Simon Science & Technology Physical Sciences Chemistry, Analytical Chemistry PRINCIPAL COMPONENT ANALYSIS BALLPOINT-PEN INKS INDUCED BREAKDOWN SPECTROSCOPY GAS CHROMATOGRAPHY/MASS SPECTROMETRY PERFORMANCE LIQUID-CHROMATOGRAPHY TRANSFORM INFRARED-SPECTROSCOPY SOLID-PHASE MICROEXTRACTION ARTIFICIAL NEURAL-NETWORK AUTOMOTIVE CLEAR COATS CORRECT CLASSIFICATION RATES Forensic investigations are often reliant on physical evidence to reconstruct events surrounding a crime. However, there remains a need for more objective approaches to evidential interpretation, along with rigorously validated procedures for handling, storage and analysis. Chemometrics has been recognised as a powerful tool within forensic science for interpretation and optimisation of analytical procedures. However, careful consideration must be given to factors such as sampling, validation and underpinning study design. This tutorial review aims to provide an accessible overview of chemometric methods within the context of forensic science. The review begins with an overview of selected chemometric techniques, followed by a broad review of studies demonstrating the utility of chemometrics across various forensic disciplines. The tutorial review ends with the discussion of the challenges and emerging trends in this rapidly growing field. 2021 Journal Article http://hdl.handle.net/20.500.11937/86587 10.1039/d1an00082a English ROYAL SOC CHEMISTRY fulltext |
| spellingShingle | Science & Technology Physical Sciences Chemistry, Analytical Chemistry PRINCIPAL COMPONENT ANALYSIS BALLPOINT-PEN INKS INDUCED BREAKDOWN SPECTROSCOPY GAS CHROMATOGRAPHY/MASS SPECTROMETRY PERFORMANCE LIQUID-CHROMATOGRAPHY TRANSFORM INFRARED-SPECTROSCOPY SOLID-PHASE MICROEXTRACTION ARTIFICIAL NEURAL-NETWORK AUTOMOTIVE CLEAR COATS CORRECT CLASSIFICATION RATES Sauzier, Georgina Van Bronswijk, Bill Lewis, Simon Chemometrics in forensic science: Approaches and applications |
| title | Chemometrics in forensic science: Approaches and applications |
| title_full | Chemometrics in forensic science: Approaches and applications |
| title_fullStr | Chemometrics in forensic science: Approaches and applications |
| title_full_unstemmed | Chemometrics in forensic science: Approaches and applications |
| title_short | Chemometrics in forensic science: Approaches and applications |
| title_sort | chemometrics in forensic science: approaches and applications |
| topic | Science & Technology Physical Sciences Chemistry, Analytical Chemistry PRINCIPAL COMPONENT ANALYSIS BALLPOINT-PEN INKS INDUCED BREAKDOWN SPECTROSCOPY GAS CHROMATOGRAPHY/MASS SPECTROMETRY PERFORMANCE LIQUID-CHROMATOGRAPHY TRANSFORM INFRARED-SPECTROSCOPY SOLID-PHASE MICROEXTRACTION ARTIFICIAL NEURAL-NETWORK AUTOMOTIVE CLEAR COATS CORRECT CLASSIFICATION RATES |
| url | http://hdl.handle.net/20.500.11937/86587 |