کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1243596 1495805 2014 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Near infrared spectral imaging for the analysis of dynamite residues on human handprints
ترجمه فارسی عنوان
تصویربرداری طیفی نزدیک به مادون قرمز برای تجزیه و تحلیل باقی مانده های دینامیت در دست انسان
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
چکیده انگلیسی


• NIR-HSI and chemometrics for the detection of dynamite residues on handprints.
• PLS-DA analysis to detect and classify pixels contaminated with dynamite residues.
• Sensitivity and specificity of 100% for both calibration and cross validation.
• Results show the capability of NIR-HSI for fast identification of explosive residues.

This study examines the utility of near infrared hyperspectral imaging (NIR-HSI) combined with chemometrics for the detection of dynamite residues on human handprints. Polyvinyl sheets containing dynamite residues were then analysed with the NIR-HSI system. A spectral library was developed by using partial least squares-discriminant analysis model (PLS-DA) to detect and classify the pixels contaminated with the dynamite residues. Values of sensitivity and specificity of 100% were obtained for both calibration and cross validation of dynamite and ammonium nitrate. The results were tested in real human handprints. Seven volunteers deposited their handprints into polyvinyl transparent sheets after the manipulation of a common type of dynamite which was mainly composed by ammonium nitrate. These results highlight the extremely high potential and capability of NIR-HSI combined with chemometrics for the fast and easy identification of explosive residues and additionally, its potential competence to detect the explosive manipulation.

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ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Talanta - Volume 130, 1 December 2014, Pages 315–321
نویسندگان
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