Abstract
Cotton fiber maturity is an important fiber physical and quality property that impacts downstream fiber processing. Fiber maturity refers to the degree of secondary cell wall thickening. The reference method for fiber maturity measurement is to quantify the secondary cell wall area relative to the perimeter of the fiber via cross-sectional image analysis, a tedious and slow process. A number of approaches have been developed which attempt to measure fiber maturity rapidly. The approach employed in this work is based on the use of attenuated total reflection Fourier transform infrared spectroscopy, and simple algorithms were developed from the spectra to estimate fiber maturity directly. To validate the efficacy of this approach against cross-sectional image analysis, two distinct fiber sets were examined that included a set of developing fibers and a diverse set of developed fibers. Comparison of image analysis and infrared maturity results imply a consistency and equivalency between the two maturity measurements.
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References
Abidi N, Hequet E, Cabrales L (2010) Changes in sugar composition and cellulose content during the secondary cell wall biogenesis in cotton fibers. Cellulose 17:153–160
Abidi N, Hequet E, Cabrales L (2011) Applications of Fourier transform infrared spectroscopy to study cotton fibers. In: Nikolic G (ed) Fourier transforms—new analytical approaches and FTIR strategies. InTech, Rijeka, pp 89–114
Abidi N, Cabrales L, Haigler CH (2014) Changes in the cell wall and cellulose content of developing cotton fibers investigated by FTIR spectroscopy. Carbohydr Polym 100:9–16
Adedoyin AA, Li C, Toews MD (2010) Characterization of single cotton fibers using a laser diffraction system. Text Res J 81:355–367
Anthony WS, Meredith WR, Williford JR (1988) Neps in ginned lint: the effects of varieties, harvesting, and ginning practices. Text Res J 58:633–640
ASTM (2012a) Standard test method for measurement of physical properties of cotton fibers by high volume instruments, D5867. Annual book of ASTM Standards. ASTM International, West Conshohocken, PA
ASTM (2012b) Standard test method for micronaire reading of cotton fibers, D1448. Annual Book of ASTM Standards. ASTM International, West Conshohocken, PA
Ayele AG, Kelly BR, Hequet EF (2018) Evaluating within-plant variability of cotton fiber length and maturity. Agron J 110:47–55
Boylston EK, Thibodeaux DP, Evans JP (1993) Applying microscopy to the development of a reference method for cotton fiber maturity. Text Res J 63:80–87
Bradow JM, Hinojosa O, Wartelle LH, Davidonis G, Saaaenrath-Cole GF, Bauer PJ (1996) Applications of AFIS fineness and maturity module and X-ray fluorescence spectroscopy in fiber maturity evaluation. Text Res J 66:545–554
Campbell BT, Weaver DB, Sharpe R, Wu J, Jones DC (2013) Breeding potential of elite Pee Dee germplasm in upland cotton breeding programs. Crop Sci 53:894–905
Fang H, Zhou H, Sanogo S, Flynn R, Percy RG, Hughs SE, Ulloa M, Jones DC, Zhang J (2013) Quantitative trait locus mapping for Verticillium wilt resistance in a backcross inbred line population of cotton (Gossypium hirsutum × Gossypium barbadense) based on RGA-AFLP analysis. Euphytica 194:79–91
Gordon S (2007) Cotton fiber quality. In: Gordon S, Hsieh Y-L (eds) Cotton: science and technology, part 1.3. Woodhead Publishing Limited, Cambridge, pp 68–100
Guo X, Ouyang W, Xu B (2014) Assessing cotton maturity using distributional parameters of fiber cross-section measurements. Text Res J 84:1666–1676
Hequet E, Wyatt B, Abidi N, Thibodeaux DP (2006) Creation of a set of reference material for cotton fiber maturity measurements. Text Res J 76:576–586
Hsieh Y-L (2007) Chemical structure and properties of cotton. In: Gordon S, Hsieh Y-L (eds) Cotton: science and technology, part 1.1. Woodhead Publishing limited, Cambridge, pp 3–34
Kim HJ (2015) Fiber biology. In: Fang DD, Percy RG (eds) Cotton, 2nd edn. Agronomy monograph. American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America, Madison, WI, pp 97–127
Kim HJ, Moon HS, Delhom CD, Zeng L, Fang DD (2013) Molecular markers associated with the immature fiber (im) gene affecting the degree of fiber cell wall thickening in cotton (Gossypium hirsutum L.). Theor Appl Genet 126:23–31
Kim HJ, Rodgers J, Delhom CD, Cui X (2014) Comparisons of methods measuring fiber maturity and fineness of Upland cotton fibers containing different degrees of fiber cell wall development. Text Res J 84:1622–1633
Kim HJ, Lee CM, Dazen K, Delhom CD, Liu Y, Rodgers JE, French AD, Kim SH (2017) Comparative physical and chemical analyses of cotton fibers from two near isogenic upland lines differing in fiber wall thickness. Cellulose 24:2385–2401
Kim HJ, Liu Y, French AD, Lee CM, Kim SH (2018) Comparison and validation of Fourier transform infrared spectroscopic methods for monitoring secondary cell wall cellulose from cotton fibers. Cellulose 25:49–64
Kim HJ, Delhom CD, Rodgers JE, Jones DC (2019) Effect of fiber maturity on bundle and single fiber strength of upland cotton. Crop Sci 59:115–124
Kohel R, Richmond T, Lewis C (1970) Texas marker-1. Description of a genetic standard for Gossypium hirsutum L. Crop Sci 10:670–671
Liu Y, Kim HJ (2015) Use of attenuated total reflection Fourier transform infrared (ATR FT-IR) spectroscopy in direct, non-destructive, and rapid assessment of developmental cotton fibers grown in planta and in culture. Appl Spectrosc 69:1001–1010
Liu Y, Thibodeaux D, Gamble G (2011) Development of FTIR spectroscopy in direct, non-destructive, and rapid determination of cotton Fiber maturity. Text Res J 81:1559–1567
Liu Y, Thibodeaux D, Gamble G, Bauer P, VanDerveer D (2012) Comparative investigation of Fourier transform infrared (FT-IR) spectroscopy and X-ray diffraction (XRD) in the determination of cotton fiber crystallinity. Appl Spectrosc 66:983–986
Long RL, Bange MP, Gorden SG, Constable GA (2010) Measuring the maturity of developing cotton fibers using an automated polarized light microscopy technique. Text Res J 80:463–471
Lord E (1956) Air flow through plugs of textile fibers part II. The micronaire test for cotton. J Text Inst 47:T16–T47
Matic-Leigh R, Cauthen DA (1994) Determining cotton fiber maturity by image analysis, part I: direct measurement of cotton fiber characteristics. Text Res J 64:534–544
Meinert MC, Delmer DP (1977) Changes in biochemical composition of the cell wall of the cotton fiber during development. Plant Physiol 59:1088–1097
Montalvo JG Jr, Von Hoven TM, Davidonis G (2007) Biased experimental fineness and maturity results. Text Res J 77:743–755
Paudel D, Hequet E, Noureddine A (2013) Evaluation of cotton fiber maturity measurements. Ind Crop Prod 45:435–441
Pierce FT, Lord E (1939) The fineness and maturity of cotton. J Text Inst 30:T173–T210
Robertson WC, Roberts BA (2010) Integrated crop management for cotton production in the 21st century. In: Wakelyn PJ, Chaudhry MR (eds) Cotton: technology for the 21st Century. International Cotton Advisory Committee, Washington DC, pp 63–97
Rodgers J, Montalvo JG, Gayle D, Von Hoven TM (2010) Near infrared measurement of cotton fiber micronaire, maturity and finesses—a comparative investigation. Text Res J 80:780–793
Rodgers JE, Delhom C, Fortier CA, Thibodeaux DP (2012) Rapid measurement of cotton fiber maturity and fineness by image analysis microscopy using the Cottonscope®. Text Res J 82:259–271
Rodgers JE, Delhom C, Hinchliffe DJ, Kim HJ, Cui X (2013) A rapid measurement for cotton breeders of maturity and fineness from developing and mature fibers. Text Res J 83:1439–1451
Shahriar M, Scott-Fleming I, Sari-Sarraf H, Hequet E (2013) A machine vision system to estimate cotton fiber maturity from longitudinal view using a transfer learning approach. Mach Vis Appl 24:1661–1683
Thibodeaux DP, Evans JP (1986) Cotton fiber maturity by image analysis. Text Res J 56:130–139
Thibodeaux DP, Rajasekaran K (1999) Development of new reference standards for cotton fiber maturity. J Cotton Sci 3:188–193
Timpa JD, Ramey HH Jr (1994) Relationship between cotton fiber strength and cellulose molecular weight distribution: HVI calibration standards. Text Res J 64:557–562
Turner C, Sari-Sarraf H, Hequet E, Vitha S (2015) Variation in maturity observed along individual cotton fibers using confocal microscopy and image analysis. Text Res J 85:867–883
Turner C, Sari-Sarraf H, Hequet E (2017) Training a new instrument to measure cotton fiber maturity using transfer learning. IEEE Trans Instrum Meas 66:1668–1678
Updegraff DM (1969) Semimicro determination of cellulose in biological materials. Anal Biochem 32:420–424
Xu B, Huang Y (2004) Image analysis for cotton fibers, part II: cross-sectional measurements. Text Res J 74:409–416
Xu B, Pourdeyhimi B (1994) Evaluating maturity of cotton fibers using image analysis: definition and algorithm. Text Res J 64:330–335
Acknowledgments
The authors thank Tracy Condon of USDA-ARS-SRRC for technical assistance in collecting the experimental samples and data. This project was financially supported by the USDA-ARS CRIS project no. 6054-21000-017-00D. Authors also thank Drs. Bugao Xu of University of North Texas and Noureddine Abidi of Texas Tech University for professional insight to improve the manuscript. Mention of a product or specific equipment does not constitute a guarantee or warranty by the U.S. Department of Agriculture and does not imply its approval to the exclusion of other products that may also be suitable.
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Liu, Y., Kim, HJ., Delhom, C.D. et al. Investigation of fiber maturity measurement by cross-sectional image analysis and Fourier transform infrared spectroscopy on developing and developed upland cottons. Cellulose 26, 5865–5875 (2019). https://doi.org/10.1007/s10570-019-02502-0
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DOI: https://doi.org/10.1007/s10570-019-02502-0