Assessing the effect of salinity on the oil quality parameters of Indian mustard (Brassica juncea L. Czern & Coss) using Fourier Transform Near-Infrared Reflectance (FT-NIR) spectroscopy

Authors

  • J. Singh Central Soil Salinity Research Institute
  • P. C. Sharma Central Soil Salinity Research Institute
  • S. K. Sharma Central Soil Salinity Research Institute
  • M. Rai Central Soil Salinity Research Institute

DOI:

https://doi.org/10.3989/gya.063413

Keywords:

Brassica juncea, Erucic acid, Oil, Protein, Quality, Salinity

Abstract


Calibration models were developed for Fourier Transform Near Infrared Reflectance spectroscopy using PLS method and coefficients of determination (r2) for oil, protein, erucic acid and crude fiber contents were estimated 0.907, 0.922, 0.902, 0.903, respectively. Effects of the salinity on these traits were studied under normal and saline environments in the field (ECe 10.7dS·m-1) and nethouse using saline irrigation levels (ECiw 0, 9, 12, 15, 18 dS/m) during 2011–12 and 2012–13. At higher salinity; oil, protein and crude fiber contents decreased by 7.27, 14.78, 34.25% and 5.78, 29.31, 20.45% in nethouse and field conditions respectively, whereas erucic acid content increased by 72.43 and 12.20%. Thus, FT-NIRS may be useful for quick and nondestructive estimations of oil quality parameters in Indian mustard.

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References

Abd El-Wahab MA. 2013. Decreasing the Harmful Effect of White Mustard Irrigation with Saline Water under North Sinai Conditions. J. Appl. Sci Res. 9, 3873–3879.

Ackman RG, Eaton CA, Sipos JC, Loew FM, Hancock D. 1977. Comparison of fatty acids from high levels of erucic acid of RSO and partially hydrogenated fish oil in non-human primate species in a short-term exploratory study. Nutr. Diet. 25, 170–185.

Ahuja KL, Bajaj KL. 1999. Colorimetric determination of crude fibre in cruciferous oilseeds. Cruciferae Newsl. 21, 61–62.

Ali A, Mahmood IA, Salim M, Arshadullah M, Naseem AR. 2013. Growth and yield of different brassica genotypes under saline sodic conditions. Pakistan J. Agric. Res. 26, 9–15.

AOAC. 1990. Official Methods of Analysis. Association of Official Analytical Chemists, Arlington, USA.

AOCS. 1980. Official Methods and Recommended Practices of the American Oil Chemist's Society. Champaign, IL, USA.

Baldini M, Giovanardi R, Tahmasebi-Enferadi S, Vannozzi GP. 2002. Effects of water regime on fatty acid accumulation and final fatty acid composition in the oil of standard and high oleic sunflower hybrids. Ital. J. Agron. / Rivista di Agronomia. 6, 119–126.

Boern FHG, Lavado RS, Porcelli CA. 1997. Effect of water logging followed by a salinity peak on Rape seed (Brassica napus L.). J. Agron. 178, 135–140. http://dx.doi.org/10.1111/j.1439-037X.1997.tb00481.x

Chauhan JS, Bhadauria VPS, Singh M, Singh KH, Kumar A. 2007. Quality characteristics and their interrelationship in Indian rapeseed-mustard (Brassica sp) varieties. Indian J. Agric. Sci. 77, 616–620.

Chauhan JS, Tyagi MK, Kumar PR, Tyagi P, Singh M, Kumar S. 2002. Breeding for oil and seed meal quality in rapeseed-mustard in India – A Review. Agr. Reviews. 23, 71–92.

Chen GL, Zhang B, Wu JG, Shi CH. 2011. Nondestructive assessment of amino acid composition in rapeseed meal based on intact seeds by near-infrared reflectance spectroscopy. Anim. Feed Sci. Technol. 165, 111–119. http://dx.doi.org/10.1016/j.anifeedsci.2011.02.004

Cucci G, Rotunno T, De Caro A, Lacolla G, Di Caterina R, Tarantino E. 2007. Effects of Saline and Sodic Stress on Yield and Fatty Acid Profile in Sunflower Seeds. Ital. J. Agron. 1, 13–21.

Daun JK, Clear KM, Williams P. 1994. Comparison of three whole seed near-infrared analyzers for measuring quality components of canola seed. J. Am. Oil Chem. Soc. 71, 1063–1068. http://dx.doi.org/10.1007/BF02675897

Flagella Z, Giuliani MM, Rotunno T, Di Caterina R, De Caro A. 2004. Effect of saline water on oil yield and quality of a high oleic sunflower (Helianthus annuus L.) hybrid. Eur. J. Agron. 21, 267–272. http://dx.doi.org/10.1016/j.eja.2003.09.001

Hein PRG, Campos ACM, Lima JT, Trugilho PF, Chaix eGilles. 2009. Estimation of the strength and elasticity in compression parallel to fibers to grain of Eucalyptus grandis and E. urophylla wood, using near infrared spectroscopy. Sci. For. Piracicaba. 37, 119–129.

Mahmood IA, Ali A, Shahzad A, Salim M, Jamil M, Akhtar J. 2007. Yield and quality of Brassica cultivars as affected by soil salinity. Pakistan J. Sci. Ind. Res. 50, 133–137.

Mansour MMF, Salama KHA. 2004. Cellular basis of salt tolerance in plants. Environ. Exp. Bot. 52, 113–122. http://dx.doi.org/10.1016/j.envexpbot.2004.01.009

Metternicht GI, Zinck JA. 2003. Remote sensing of soil salinity: Potentials and constraints. Remote Sens. Environ. 85, 1–20. http://dx.doi.org/10.1016/S0034-4257(02)00188-8

Olfa B, Kaddour R, Wannes WA, Lachaâl M, Marzouk B. 2009. Salt effects on the growth, mineral nutrition, essential oil yield and composition of marjoram (Origanum majorana). Acta Physiol. Plant. 24, 214–221.

Parti RS, Deep V, Gupta SK. 2003. Effect of salinity on lipid components of mustard seeds (Brassica juncea L.). Plant Foods Human Nutrit. 58, 1–10. http://dx.doi.org/10.1023/B:QUAL.0000041141.94233.b9

Petisco C, Garcia-Criado B, Vazquez-de-Aldana BR, de Haro A, Garcia-Ciudad A. 2010. Measurement of quality parameters in intact seeds of Brassica species using visible and near-infra red spectroscopy. Ind. Crops Prod. 32, 139–146. http://dx.doi.org/10.1016/j.indcrop.2010.04.003

Sharma SK, Manchanda HR. 1997. Relative performance of yellow sarson (Brassica rapa var. glauca) and toria (B. rapa var. napus) grown at different salinity levels with different chloride and sulphate ratios. Indian J. Agric. Sci. 67, 1–5.

Shenk JS, Westerhaus MO. 1996. Calibration the ISI way, in Davies AMC, Williams PC (Ed.) Near Infrared Spectroscopy: The Future Waves. NIR Publications, Chichester, pp. 198–202.

Simbaya J, Slominski BA, Bogdan A, Rakow G, Campbell LD, Downey RK, Bell JM. 1995. Quality characteristics of yellowseeded Brassica seed meals: protein, carbohydrates, and dietary fiber components. J. Agric. Food Chem. 43, 2062–2066. http://dx.doi.org/10.1021/jf00056a020

Singh J, Sharma PC, Sharma SK, Kumar A. 2013. Standardization of the fourier transform near-infrared reflectance spectroscopy for estimation of some oil quality parameters in mustard (Brassica spp.). Plant Soil Environ. 59, 478–483.

Sureena, Dhingra HR, Gupta SK. 1999. Effect of salinity on oil content and its quality in some species of brassica. Cruciferae Newsletter. 21, 159–160.

Toorchi M, Naderi R, Kanbar A, Shakiba MR. 2011. Response of spring canola cultivars to sodium chloride stress. Ann. Biol. Res. 2, 312–322.

Willekens H, Chamnongpol S, Schraudner M, Langebartles C, Van Motage M, Inze M, Van Camp W. 1997. Catalase is a sink for H2O2 and is indispensable for stress defence in C3 plants. EMBO. J. 16, 4806–4816. http://dx.doi.org/10.1093/emboj/16.16.4806

Williams P, Norris K. 2002. Variables Affecting Near-Infrared Reflectance Spectroscopy Analysis. In: Williams P, Norris K. (Ed.) Near-Infrared Technology in the Agricultural and Food Industries, vol 2. American Association of Cereal Chemist, St. Paul, MN, USA.

Williams PC, Norris K. 1987. Near-Infrared Technology in the Agricultural and Food Industries. AACC, Inc., USA.

Williams PC, Sobering DC. 1996. How do we do it: a brief summary of the methods we use in developing near infrared calibrations. In: Williams P, Norris K. (Ed.) Near-Infrared Technology in the Agricultural and Food Industries, vol 2. American Association of Cereal Chemist, St. Paul, MN, USA.

Wu J, Seliskar DM, Gallagher JL. 2005. The response of plasma membrane lipid composition in callus of the halophyte, Spartina patens, to salinity stress. Am. J. Bot. 92, 852–858. http://dx.doi.org/10.3732/ajb.92.5.852

Xu N, Zhang X, Fan X, Han L, Zeng C. 2001. Effect of nitrogen source and concentration on growth rate and fatty acid composition of Ellipsioidion Sp. (Eustigmatophyta). J. Applied phyol. 13, 463–469.

Zamani Z, Nezami MT, Habibi D, Khorshidi MB. 2010. Effect of quantitative and qualitative performance of four canola cultivars (Brassica napus L.) to salinity conditions. Adv. in Environ. Biol. 4, 422–427.

Published

2014-03-30

How to Cite

1.
Singh J, Sharma PC, Sharma SK, Rai M. Assessing the effect of salinity on the oil quality parameters of Indian mustard (Brassica juncea L. Czern & Coss) using Fourier Transform Near-Infrared Reflectance (FT-NIR) spectroscopy. Grasas aceites [Internet]. 2014Mar.30 [cited 2024Mar.29];65(1):e009. Available from: https://grasasyaceites.revistas.csic.es/index.php/grasasyaceites/article/view/1474

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Research

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