Estimation of oil content and fatty acid composition in cottonseed kernel powder using near infrared reflectance spectroscopy

JAOCS, Journal of the American Oil Chemists' Society

Volumn 89, Issue 4, 2012, Pages 567-575

  Quampah, Alfred ^a   Huang, Zhuang Rong ^a   Wu, Jian Guo ^a   Liu, Hai Ying ^a   Li, Jin Rong ^a   Zhu, Shui Jin ^a   Shi, Chun Hai ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Cottonseed kernel; Fatty acids; Inverse multiple scatter correction (I MSC); Near infrared spectroscopy (NIRS); Oil content

Indexed keywords

ACID CONTENT; BREEDING PROGRAM; CALIBRATION EQUATIONS; COTTONSEED KERNEL; FATTY ACID COMPOSITION; LINOLENIC ACIDS; MODIFIED PARTIAL LEAST SQUARES; MYRISTIC ACID; NEAR INFRARED REFLECTANCE SPECTROSCOPY; OIL CONTENTS; PALMITOLEIC ACID; REFERENCE VALUES; REGRESSION METHOD; SCATTER CORRECTION;

CALIBRATION; FATTY ACIDS; FORESTRY; INFRARED TRANSMISSION; NEAR INFRARED SPECTROSCOPY; OILSEEDS; OLEIC ACID; SATURATED FATTY ACIDS; SCREENING; STEARIC ACID; UNSATURATED FATTY ACIDS;

LINOLEIC ACID;

MICROPUS;

EID: 84861679401     PISSN: 0003021X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11746-011-1945-2     Document Type: Article

References (31)

1. Dowd MK, Boykin DL, Meredith WL, Campbell BT, Bourland FM, Gannaway JR, Glass KM, Zhang J (2010) Fatty acid profiles of cottonseed genotypes from the national cotton variety trials. J. Cotton Sci 14:64-73
2. Sacks FM, Katan M (2002) Randomized clinical trial on the effects of dietary fats and carbohydrates on plasma lipoproteins and cardiovascular diseases. Am J Med 1139(2):13S-24S (Pubitemid 36157335)
3. Simopoulos AP (1999) Essential fatty acids in health and chronic diseases. Am J Clin Nutr 70(1):5608-5698
4. Lawhon JT, Cater CM, Mattil KF (1976) The evaluation of the food use potential of sixteen varieties of cottonseed. J Am Oil Chem Soc 54(2):75-80
5. Wang W, Paliwal J (2007) Near-infrared spectroscopy and imaging in food quality and safety. Sens Instrum Food Qual Saf 1:193-207
6. Wu JG, Shi CH, Zhang HZ (2006) Study on developing calibration model of fat acid composition in intact rapeseed by near infrared reflectance spectroscopy. Spectrosc Spect Anal 26:259-262
7. Tilman BL, Gorbet DW, Person G (2006) Prediction oleic and linoleic acid content of single peanut seed using near-infrared reflectance spectroscopy. Crop Sc 46:2121-2126 (Pubitemid 44525378)
8. Sato T, Maw A, Katsuta M (2003) NIR reflectance spectroscopic analysis of the FA composition in sesame (Sesamum indicum L.) seeds. J Am Oil Chem Soc 80:1157-1161
9. Davrieux F, Allal F, Piombo G, Kelly B, Okulo JB, Thiam M, Diallo OB, Bouvet J-M (2010) Near infrared spectroscopy for high-throughput characterization of shea tree (Viterllaria paradoxa) nut fat profiles. J Agric Food Chem 57:7811-7819
10. Lordelo MM, Shaaban SA, Dale NM, Calhoun MC, Vendrel PF, Davis AJ (2008) Near infrared reflectance spectroscopy for the determination of free gossypol in cottonseed meal. Appl Poult Res 7:243-248
11. Kohel RJ (1998) Evaluation of near infrared reflectance for oil content of cottonseed. J Cotton Sci 2:23-26 (Pubitemid 38908088)
12. Wan PJ, Pakarinen DR, Wakelyin PJ (1998) Concerns for the determination of free fatty acid in cottonseed. J Am Oil Chem Soc 75(10):1321-1324 (Pubitemid 128604328)
13. AOCS Method Ce 1-62 (2005) Fatty acid composition by gas chromatography. AOCS Methods American Oil Chemists Society
14. Shenk JS, Westerhaus MO (1993) Analysis of agricultural and food products by near infrared reflectance spectroscopy. Infrasoft International (ISI), Silver Spring
15. Shenk JS, Westerhaus M (1991) Population definition, sample selection, and calibration procedure for near infrared reflectance spectroscopy. Crop Sci 31:469-474
16. Paz P, Sanchez MT, Perez-Marin D, Guerrero JE, Garrido-Varo A (2009) Instantaneous quantitative and qualitative assessment of pear quality using near infrared spectroscopy. Comput Electron Agr 69:24-32
17. Shenk JS, Westerhaus MO (1996) Calibration the ISI way. In: Davis AMC, Williams PC (eds) Near infrared spectroscopy: the future waves. NIR Publications, Chichester, pp 198-202
18. Hruschka WR (1987) Data analysis: wavelength selection methods. In: Williams P, Norris K (eds) Near-infrared technology in the agricultural and food industries. American Association of Cereal Chemistry, St Paul, pp 35-55
19. Savitzky A, Golay MJE (1964) Smoothing and differentiation of data by simplified least squares procedures. Anal Chem 8:1627-1639
20. Barnes RJ, Dhanoa MS, Lester SJ (1989) Standard normal variate transformation and de-trending for near infrared diffuse reflectance spectra. Appl Spectrocs 43:772-777
21. Windham WR, Mertens DR, Barton FE (1989) Protocol for NIRS calibration: sample selection and equation development and validation in near infrared reflectance spectroscopy (NIRS): analysis of forage quality. In: Marten GC, Shenk JS, Barton FE (eds) USDA-ARS agriculture handbook 643, Rev edn edn. US Government Print Office, Washington, pp 96-103
22. Williams P, Norris K (eds) (2001) Near infrared technology in agricultural and food industries, 2nd edn. American Association of Cereal Chemistry, St Paul
23. Hamilton KA, Pyla PD, Breeze M, Oslon T, Li M, Robinson E, Gallagher SP, Sorbet R, Chen Y (2004) Bollgard II cotton: compositional analysis and feeding studies of cottonseed from insect-protected cotton (Gossypium hirsutum L.) producing the Cry 1Ac and Cry 2Ab2 proteins. J Agric Food Chem 52:6969-6976
24. Nyanzi SA, Carsternsen B, Schwack W (2005) A comparative study of the fatty acid profiles of Passiflora seed oils from Uganda. J Am Oil Chem Soc 82(1):41-44 (Pubitemid 43026194)
25. Uddin M, Okazaki E, Fukushima H, Turza S, Yumiko Y, Fukuda Y (2006) Nondestructive determination of water and protein in surimi by near-infrared spectroscopy. Food Chem 96:491-495 (Pubitemid 41735483)
26. Velasco L, Goffman D, Becker HC (1999) Development of calibration equations to predict oil content and fatty acid composition in Brassicaceae germplasm by near-infrared reflectance spectroscopy. J Am Oil Chem Soc 76:25-30 (Pubitemid 129676531)
27. Holdman RT, Edmondson PR (1956) Near infrared spectra of fatty acids and some related substances. Anal Chem 28:1533-1537
28. Patil AG, Oak MD, Taware SP, Tamhankar SA, Rao VS (2010) Nondestructive estimation of fatty acid composition in soybean (Glycine max (L) Merrill) seeds using near-infrared transmittance spectroscopy. Food Chem 12:1210-1217
29. Wu JG, Shi CH (2004) Prediction of grain weight, brown rice weight and amylase content in single rice grains using near infrared reflectance spectroscopy. Field Crop Res 87:13-21 (Pubitemid 38329550)
30. Sato T, Takahata Y, Noda T, Yanagisawa T, Morishita T, Saki S (1995) Nondestructive determination of fatty acid composition of husked sunflower (Helianthus annuus L.) seeds by near-infrared spectroscopy. J Am Oil Chem Soc 72:1177-1183
31. Kovalenko IV, Rippke GR, Hurburgh CR (2006) Measurement of soybean fatty acids by near-infrared spectroscopy. Linear and nonlinear calibration methods. J Am Oil Chem Soc 83(5): 421-427 (Pubitemid 43966361)