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A high-throughput and solvent-free method for measurement of natural polyisoprene content in leaves by Fourier transform near infrared spectroscopy
- Source :
- Journal of bioscience and bioengineering. 106(6)
- Publication Year :
- 2008
-
Abstract
- Commercial development of natural polyisoprene from polyisoprene-producing plants requires detailed knowledge on how to select high-polyisoprene-content lines and establish agronomic cultivation methods for achieving maximum polyisoprene yield. This development can be facilitated by a high-throughput quantification method for natural polyisoprene. In this paper, we describe the Fourier transform near infrared spectroscopy (FT-NIR) technique coupled with a partial least squares (PLS) regression model to quantify natural polyisoprene in Eucommia ulmoides leaves. PLS regression models are discussed with respect to linearity, root-mean-square error of estimation (RMSEE), and root-mean-square error of prediction (RMSEP). The best PLS regression model was obtained with second derivative NIR spectra in the region between 4000-6000 cm(-1) (R2Y, 0.95; RMSEE, 0.25; RMSEP, 0.37). This is the first report to employ FT-NIR analysis for high throughput and solvent-free quantification of natural polyisoprene in leaves.
- Subjects :
- Spectroscopy, Near-Infrared
Chemistry
Eucommiaceae
Near-infrared spectroscopy
Analytical chemistry
Infrared spectroscopy
Linearity
Bioengineering
Regression analysis
Applied Microbiology and Biotechnology
Gas Chromatography-Mass Spectrometry
Plant Leaves
symbols.namesake
Fourier transform
Hemiterpenes
Yield (chemistry)
Pentanes
Partial least squares regression
Spectroscopy, Fourier Transform Infrared
symbols
Butadienes
Biotechnology
Second derivative
Subjects
Details
- ISSN :
- 13474421
- Volume :
- 106
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Journal of bioscience and bioengineering
- Accession number :
- edsair.doi.dedup.....e4318f88698192167b4cd402ad5c786d