Source determination of homemade ammonium nitrate using ATR-FTIR spectroscopy, trace elemental analysis and chemometrics

被引:9
|
作者
DeTata, David [1 ]
D'Uva, Joshua A. [2 ]
Lewis, Simon W. [1 ]
机构
[1] Curtin Univ, Sch Mol & Life Sci, GPO Box U1987, Perth, WA 6845, Australia
[2] Resources & Chem Precinct, Phys Evidence Sect, Forens Sci Lab, ChemCtr, Cnr Manning Rd & Townsing Dr, Bentley, WA 6102, Australia
关键词
Ammonium nitrate; Explosive analysis; Forensic profiling; Infrared spectroscopy; Inductively coupled plasma mass-spectrometry; Chemometrics; SOURCE ATTRIBUTION;
D O I
10.1016/j.forc.2022.100411
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Ammonium nitrate (AN) is one of the most significant chemicals used within industry, but has also seen frequent use by terrorist and extremist groups as it can be easy to source, prepare and implement in improvised explosive devices (IEDs). AN typically exists as fertiliser or explosive grade but can also be prepared from a range of commercial products. For the first time, the synthesis, characterisation and source determination of AN prepared from alternative products and mixtures has been reported. Analysis with attenuated total reflectance fouriertransform infrared spectroscopy (ATR-FTIR) revealed that AN samples could be separated into two distinct classes termed as pure form, which included different grades of AN, or as homemade, which included AN prepared from commercial products. Linear discriminant analysis (LDA) was used to develop classification models that predicted the correct source of 100 % of pure form samples and 80 % of homemade samples within an independent dataset. Trace elemental analysis using inductively coupled plasma mass spectrometry (ICP-MS) proved to have greater discriminatory power as full separation of samples was achieved by principal component analysis (PCA). The concentrations of ten elements were used to discriminate between products including B, Ti, Mn, Ni, Cu, Se, Rb, Sr, Ba and U. Furthermore, LDA revealed the model generated was able to correctly match all validation samples to their source. This work contributes to the forensic intelligence of AN and demonstrates how ATR-FTIR and ICP-MS can be used to potentially identify and discriminate between different grades, precursors and brands.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Estimation of Time-Since-Deposition of bloodstains on different surfaces using ATR-FTIR Spectroscopy and Chemometrics
    Nagesh, Deepthi
    Nagarajamurthy, B.
    [J]. FORENSIC SCIENCE MEDICINE AND PATHOLOGY, 2024,
  • [32] ATR-FTIR spectroscopy and spectroscopic imaging for the analysis of biopharmaceuticals
    Tiernan, Hannah
    Byrne, Bernadette
    Kazarian, Sergei G.
    [J]. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 241
  • [33] Water content determination of superdisintegrants by means of ATR-FTIR spectroscopy
    Szakonyi, G.
    Zelko, R.
    [J]. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2012, 63 : 106 - 111
  • [34] Quantitative Applications of ATR-FTIR Spectroscopy with Chemometrics for the Estimation of Amikacin in Amikacin Sulphate Injections
    Chen, Chow Jie
    Lokesh, Bontha Venkata Subrahmanya
    Akowuah, Gabriel Akyirem
    [J]. CURRENT ANALYTICAL CHEMISTRY, 2024, 20 (03) : 201 - 208
  • [35] Accurate identification of traumatic lung injury (TLI) by ATR-FTIR spectroscopy combined with chemometrics
    Liang, Xinggong
    Wang, Gongji
    Li, Zefeng
    Chen, Run
    Wu, Hao
    Li, Huiyu
    Shen, Chen
    Deng, Mingyan
    Hao, Zeyi
    Wu, Shuo
    Yu, Kai
    Wei, Xin
    Liu, Ruina
    Zhang, Kai
    Sun, Qinru
    Wang, Zhenyuan
    [J]. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 288
  • [36] Application of ATR-FTIR spectroscopy and chemometrics for the forensic discrimination of aged peripheral and menstrual bloodstains
    Wang, Hanting
    Ding, Xuan
    He, Xin
    Guo, Gaoxian
    Yang, Jiaxin
    Zhang, Yongtai
    Jia, Zijie
    Zhang, Junhao
    Li, Jianbo
    Wang, Qi
    [J]. MICROCHEMICAL JOURNAL, 2024, 197
  • [37] Is it possible to find presence of lactose in pharmaceuticals? - Preliminary studies by ATR-FTIR spectroscopy and chemometrics
    Banas, A.
    Banas, K.
    Kalaiselvi, S. M. P.
    Pawlicki, B.
    Kwiatek, W. M.
    Breese, M. B. H.
    [J]. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2017, 171 : 280 - 286
  • [38] Forensic analysis of cigarette ash using ATR-FTIR spectroscopy and chemometric methods
    Sharma, Akanksha
    Sharma, Vishal
    [J]. MICROCHEMICAL JOURNAL, 2022, 178
  • [39] Chemical Analysis of Tree Barks using ATR-FTIR Spectroscopy and Conventional Techniques
    Ozgenc, Ozlem
    Durmaz, Sefa
    Kustas, Suleyman
    [J]. BIORESOURCES, 2017, 12 (04): : 9143 - 9151
  • [40] Quality Evaluation of the Tugaksheeree Samples by ATR-FTIR Spectroscopy Using Multicomponent Analysis
    Patel, Nikunj D.
    Kanaki, Niranjan S.
    [J]. NATURAL PRODUCTS JOURNAL, 2021, 11 (03): : 377 - 382