Optical Characterization of Paper Aging Based on Laser-Induced Fluorescence (LIF) Spectroscopy. Issue 6 (June 2018)
- Record Type:
- Journal Article
- Title:
- Optical Characterization of Paper Aging Based on Laser-Induced Fluorescence (LIF) Spectroscopy. Issue 6 (June 2018)
- Main Title:
- Optical Characterization of Paper Aging Based on Laser-Induced Fluorescence (LIF) Spectroscopy
- Authors:
- Zhang, Hao
Wang, Shun
Chang, Keke
Sun, Haifeng
Guo, Qingqian
Ma, Liuzheng
Yang, Yatao
Zou, Caihong
Wang, Ling
Hu, Jiandong - Abstract:
- Paper aging and degradation are growing concerns for those who are responsible for the conservation of documents, archives, and libraries. In this study, the paper aging was investigated using laser-induced fluorescence spectroscopy (LIFS), where the fluorescence properties of 47 paper samples with different ages were explored. The paper exhibits fluorescence in the blue-green spectral region with two peaks at about 448 nm and 480 nm under the excitation of 405 nm laser. Both fluorescence peaks changed in absolute intensities and thus the ratio of peak intensities was also influenced with the increasing ages. By applying principal component analysis (PCA) and k -means clustering algorithm, all 47 paper samples were classified into nine groups based on the differences in paper age. Then the first-derivative fluorescence spectral curves were proposed to figure out the relationship between the spectral characteristic and the paper age, and two quantitative models were established based on the changes of first-derivative spectral peak at 443 nm, where one is an exponential fitting curve with an R -squared value of 0.99 and another is a linear fitting curve with an R -squared value of 0.88. The results demonstrated that the combination of fluorescence spectroscopy and PCA can be used for the classification of paper samples with different ages. Moreover, the first-derivative fluorescence spectral curves can be used to quantitatively evaluate the age-related changes of paperPaper aging and degradation are growing concerns for those who are responsible for the conservation of documents, archives, and libraries. In this study, the paper aging was investigated using laser-induced fluorescence spectroscopy (LIFS), where the fluorescence properties of 47 paper samples with different ages were explored. The paper exhibits fluorescence in the blue-green spectral region with two peaks at about 448 nm and 480 nm under the excitation of 405 nm laser. Both fluorescence peaks changed in absolute intensities and thus the ratio of peak intensities was also influenced with the increasing ages. By applying principal component analysis (PCA) and k -means clustering algorithm, all 47 paper samples were classified into nine groups based on the differences in paper age. Then the first-derivative fluorescence spectral curves were proposed to figure out the relationship between the spectral characteristic and the paper age, and two quantitative models were established based on the changes of first-derivative spectral peak at 443 nm, where one is an exponential fitting curve with an R -squared value of 0.99 and another is a linear fitting curve with an R -squared value of 0.88. The results demonstrated that the combination of fluorescence spectroscopy and PCA can be used for the classification of paper samples with different ages. Moreover, the first-derivative fluorescence spectral curves can be used to quantitatively evaluate the age-related changes of paper samples. … (more)
- Is Part Of:
- Applied spectroscopy. Volume 72:Issue 6(2018)
- Journal:
- Applied spectroscopy
- Issue:
- Volume 72:Issue 6(2018)
- Issue Display:
- Volume 72, Issue 6 (2018)
- Year:
- 2018
- Volume:
- 72
- Issue:
- 6
- Issue Sort Value:
- 2018-0072-0006-0000
- Page Start:
- 913
- Page End:
- 920
- Publication Date:
- 2018-06
- Subjects:
- Laser-induced fluorescence spectroscopy -- LIFS -- paper aging -- principal component analysis -- PCA -- classification -- first-derivative spectra
Spectrum analysis -- Periodicals
543.505 - Journal URLs:
- http://asp.sagepub.com/ ↗
http://www.ingentaconnect.com/content/sas/sas ↗
http://www.uk.sagepub.com/home.nav ↗
http://firstsearch.oclc.org/journal=0003-7028;screen=info;ECOIP ↗ - DOI:
- 10.1177/0003702818761669 ↗
- Languages:
- English
- ISSNs:
- 0003-7028
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
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