Chemometric Model for Rapid Determination of Syringyl/Guaiacyl Ratio in Non‐Wood by FT‐NIR Spectroscopic Data
The present study is to develop a cost-effective, non-destructive and rapid method for quantification of syringyl/guaiacyl (S/G) ratio content in non-wood lignin, which is based on FT-NIR spectroscopic data and chemometric modelling techniques. The S/G ratio in 22 non-wood lignins was determined by wet chemical method. Then the same samples were run with FT-NIR, and the spectroscopic data were pre-processed with Savitzky-Golay (S-G) on their 1st and 2nd derivatives. As chemometric models, principal component regression (PCR) and partial least square regression (PLSR) were assessed for quantification of S/G ratio in non-wood lignin with raw and pre-treated FT-NIR spectral data. Finally, for quantification of S/G ratio, PLSR showed the best predictive results (<i>R</i> <sup>2</sup> = 99.90%) with FT-NIR data after treating them with S-G filtered with its derivatives and leverage correction. This rapid and cost-effective method is being proposed for the determination of S/G ratio in non-wood lignin.
Authors
- M. Sarwar Jahan (ORCID: https://orcid.org/0000-0002-9371-2562)
- Yongcan Jin (ORCID: https://orcid.org/0000-0002-0748-3629)
- Taslima Ferdous (ORCID: https://orcid.org/0000-0002-5763-1976)
- M. Mostafizur Rahman (ORCID: https://orcid.org/0000-0002-1139-7782)
- Mohammad Nashir Uddin (ORCID: https://orcid.org/0000-0001-6333-1411)
Institutions
- Nanjing Forestry University (CN)
- Bangladesh Council of Scientific and Industrial Research (BD)
- University of Dhaka (BD)
Publication Details
- Journal
- Analytical Science Advances
- Published
- 2025-03-11
- DOI
- https://doi.org/10.1002/ansa.70005
- Citations
- 2
- Primary Topic
- Lignin and Wood Chemistry
- Type
- article
- Field-Weighted Citation Impact
- 1.35