Click on “Download PDF” for the PDF version or on the title for the HTML version.
If you are not an ASABE member or if your employer has not arranged for access to the full-text, Click here for options.
Technical Note: Predicting Cotton Stelometer Fiber Strength by Fourier Transform Infrared Spectroscopy
Published by the American Society of Agricultural and Biological Engineers, St. Joseph, Michigan www.asabe.orgCitation: Applied Engineering in Agriculture. 28(4): 585-591. (doi: 10.13031/2013.42072) @2012
Authors: Y. Liu, G. Gamble, D. Thibodeaux
Keywords: Cotton fiber strength, Cotton quality, HVI strength, IR spectroscopy, NIR spectroscopy, Stelometer strength
The strength of cotton fibers is one of several important end-use characteristics. In routine programs, it has been mostly assessed by automation-oriented high volume instrument (HVI) system. An alternative method for cotton strength is near infrared (NIR) spectroscopy. Although previous NIR models have been promising in the prediction of HVI strength, in the latest research we have reported a much improved NIR model for HVI strength with a proposal of applying the pre-screening procedure to determine appropriate calibration samples. As a different and complementary approach, the present study was involved with partial least squares (PLS) analysis on mid-infrared (IR) spectra and cotton Stelometer strength. The model performance from the 1800 to 800 cm-1 IR region was nearly equivalent to that from the full 3600 to 600 cm-1 region. Considering the heterogeneous distribution of strength in native fibers and different sampling spotsbetween IR spectral and reference measurement, a 90% confidence interval was applied to exclude outlier samples from the calibration and validation sets. The recalibrated model revealed the feasibility of the IR technique for the quantitative determination of cotton Stelometer strength. Of most interest is that the capability of IR model for Stelometer strength is in good agreement with the NIR model for HVI strength.(Download PDF) (Export to EndNotes)