Arid
DOI10.1016/j.forc.2018.11.001
Classification of pre-dyed textile fibers exposed to weathering and photodegradation by non-destructive excitation-emission fluorescence spectroscopy paired with discriminant unfolded-partial least squares
Mujumdar, Nirvani; Munoz de la Pena, Arsenio; Campiglia, Andres D.
通讯作者Campiglia, AD (corresponding author), Univ Cent Florida, Dept Chem, 4111 Libra Dr,POB 25000, Orlando, FL 32816 USA.
来源期刊FORENSIC CHEMISTRY
ISSN2468-1709
出版年2019
卷号12页码:25-32
英文摘要Undyed textile fabrics such as Acrylic 864, Nylon 361 and Cotton 400 were pre-dyed with Basic Green 4 (BG4), Acid Yellow 17 (AY17) and Direct Blue 1 (DB1) dyes, respectively; and then exposed to two extremely diverse weather conditions in the United States: desert and humid environmental settings in Arizona (AZ) and Florida (FL) respectively, for different time intervals of exposure, which included 0, 3, 6, 9 and 12 months. After every interval of a 3 months period, ten fibers were uniformly sampled from each cloth piece, and fluorescence microscopy was employed to collect two-dimensional excitation and fluorescence spectra (2-D spectra) and three-dimensional (3D) excitation-emission matrices (EEMs). A significant loss of fluorescence intensity was observed upon fiber exposure to outdoor weathering conditions. For a comprehensive statistical data analysis and to be able to discriminate between any two single fibers weathered under different conditions, a multiway calibration algorithm known as discriminant unfolded partial least-squares (DU-PLS) method was applied to the exposed fibers. Results indicate that fluorescence spectroscopy combined with DU-PLS has the ability to appropriately classify and differentiate between any two pairs of dyed cotton or nylon fibers (acrylic in some cases) exposed to dry versus humid weather environments under different time intervals of exposure. These results provide the foundation for future studies towards a non-destructive approach capable to provide information on the weathering history of the fiber.
英文关键词Fluorescence spectroscopy Fiber analysis Discriminant unfolded partial least squares Excitation emission matrices Weathering Photodegradation
类型Article
语种英语
收录类别SCI-E
WOS记录号WOS:000456383800003
WOS关键词RAMAN-SPECTROSCOPY ; FORENSIC ANALYSIS ; IDENTIFICATION ; COTTON ; MICROSCOPY
WOS类目Chemistry, Analytical
WOS研究方向Chemistry
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/369302
作者单位[Mujumdar, Nirvani; Campiglia, Andres D.] Univ Cent Florida, Dept Chem, 4111 Libra Dr,POB 25000, Orlando, FL 32816 USA; [Munoz de la Pena, Arsenio] Univ Extremadura, Dept Analyt Chem, Badajoz 06006, Spain; [Munoz de la Pena, Arsenio] Univ Extremadura, IACYS, Badajoz 06006, Spain
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Mujumdar, Nirvani,Munoz de la Pena, Arsenio,Campiglia, Andres D.. Classification of pre-dyed textile fibers exposed to weathering and photodegradation by non-destructive excitation-emission fluorescence spectroscopy paired with discriminant unfolded-partial least squares[J],2019,12:25-32.
APA Mujumdar, Nirvani,Munoz de la Pena, Arsenio,&Campiglia, Andres D..(2019).Classification of pre-dyed textile fibers exposed to weathering and photodegradation by non-destructive excitation-emission fluorescence spectroscopy paired with discriminant unfolded-partial least squares.FORENSIC CHEMISTRY,12,25-32.
MLA Mujumdar, Nirvani,et al."Classification of pre-dyed textile fibers exposed to weathering and photodegradation by non-destructive excitation-emission fluorescence spectroscopy paired with discriminant unfolded-partial least squares".FORENSIC CHEMISTRY 12(2019):25-32.
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