Discrimination of viable and empty seeds of Pinus patula Schiede & Deppe with near-infrared spectroscopy

New Forests

Volumn 25, Issue 3, 2003, Pages 163-176

  Tigabu, Mulualem ^a   Odén, Per Christer ^a  

^a SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

Author keywords

NIR; NIRS; Partial Least Squares; Seed quality

Indexed keywords

FATTY ACIDS; FORESTRY; INFRARED SPECTROSCOPY; LEAST SQUARES APPROXIMATIONS; LIGHT REFLECTION; LIGHT TRANSMISSION; PLANTS (BOTANY); PROTEINS; REGRESSION ANALYSIS;

FILTER-BASED SORTING EQUIPMENT;

SEED;

SEED; SILVICULTURE; SPECTROSCOPY; SUSTAINABLE FORESTRY; VIABILITY;

FATTY ACIDS; FORESTRY; INFRARED SPECTROSCOPY; PINUS; REGRESSION ANALYSIS; SEEDS;

PINUS PATULA;

EID: 0242516063     PISSN: 01694286     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1022916615477     Document Type: Article

References (54)

1. Anonymous 2000. Simca-P 8.0 user guide and tutorial. Umetrics AB, Umeå, Sweden, 272 p.
2. Baker J.E., Dowell F.E. and Throne J.E. 1999. Detection of parasitized rice weevils in wheat kernels with near-infrared spectroscopy. Biol. Control. 16: 88-90.
3. Barnes B.J., Dhanoa M.S. and Lister S.J. 1989. Standard normal variate transformation and de-trending of near infrared diffuse reflectance spectra. Appl. Spectrosc. 43: 772-777.
4. Basu R.N. 1994. Seed viability. In: Basra A.S. (ed.), Seed Quality: Basic Mechanisms and Agricultural Implications. Food products press, New York, pp. 1-14.
5. Ben-Gera I. and Norris K.H. 1968. Determination of moisture in soybeans by direct spectrophotometry. Israel J. Agri. Res. 18: 125-132.
6. Bergsten U. 1988. Invigoration and IDS-sedimentation of Pinus sylvestris seeds from northern Finland. Silva Fennica. 22: 323-327.
7. Bergsten U. and Sundberg M. 1990. IDS-sedimentation of Cupressus lusitanica seeds. In: Turnbull J.W. (ed.), Tropical Tree Seed Research. Proc. of an international workshop held at the Forestry Training Centre, Gympie, Qld, Australia 21-24 Aug. 1989, ACIAR proceedings No. 28, Canmberra, Australia., pp. 99-102.
8. Bewley J.D. and Black M. 1994. Seeds: Physiology of Development and Germination. 2nd edn. Plenum press, New York, 445p.
9. Burns D.A. and Ciurczak E.W. 2001. Handbook of Near-Infrared Analysis. 2nd edn. Marcel Dekker Inc., New York, 803 p.
10. Campbell M.R., Brumm T.J. and Glover D.V. 1997. Whole grain amylose analysis in maize using near infrared transmittance spectroscopy. Cereal chem. 74: 300-303.
11. Cho R.K. and Iwamoto M. 1989. The purity identification of sesame oil by near infrared reflectance spectroscopy Proceedings of the 2nd International NIRS conference, Tsukuba, Japan.
12. Daun J.K. and Williams P.C. 1997. Near Infrared Analysis of Oilseeds-Current status and future directions. In: McDonald R. and Mossoba M. (eds), New Techniques and Applications in Lipid analysis. AOCS Press, Champaign, pp. 266-282.
13. Delwiche S.R. 1998. Protein content of single kernels of wheat by Near Infrared Reflectance Spectroscopy. J. Cereal Sci. 27: 241-254.
14. Delwiche S.R. and Massie D.R. 1996. Classification of wheat by visible and near-infrared reflectance from single kernels. Cereal Chem. 73: 399-405.
15. Demelash L., Tigabu M. and Odén P.C. 2002. Separation of empty and dead-filled seeds from a seed lot ofPinus patula with IDS technique. Seed Sci. & Technol. (in press).
16. Dowell F.E., Throne J.E. and Baker J.E. 1998. Automated nondestructive detection of internal insect infestation of wheat kernels by using near-infrared reflectance spectroscopy. J. Econ. Entomol. 91: 899-904.
17. Dowell F.E., Throne J.E. and Baker J.E. 1999. Identifying stored-grain insects using near-infrared spectroscopy. J. Econ. Entomol. 92: 165-169.
18. Downie B. and Bergsten U. 1990. IDS-separation of white spruce, Picea glauca(Moench) Voss Seed. In: Titus B.D., Lavigne M.B., Newton P.F. and Meades W.J. (eds), The Silvics and Ecology of Boreal Spruce. IUFRO Symposium Proceedings. For. Can. North. For. Res. Cent. Inf. Rep. N-X-271., pp. 158-159.
19. Downie B. and Wang B.S.P. 1992. Upgrading germinability and vigour of jack pine, logdepole pine, and white spruce by the IDS technique. Can. J. For. Res. 22: 1124-1131.
20. El-Kassaby Y.A., Chaisurisri K., Edwards D.G.W. and Taylor D.W. 1993. Genetic control of germination parameters of Douglas-fir, Stika spruce, western red cedar and yellow cedar and its impact on container nursery production. In: Edwards D.G.W. (ed.), Dormancy and Barriers to Germination. Proc. on an international symposium of IUFRO project Group P2.04-00 (Seed problems), Victoria British Colombia, Canada, April 23-26, 1991., pp. 37-42.
21. Eriksson L., Johansson E.,Wold N.K. and Wold S. 1999. Introduction to Multi and Megavariate Analysis Using Projection Methods (PCA & PLS). Umetrics AB, Umeå, Sweden, 490 p.
22. Falleri E. and Pacella R. 1997. Applying the IDS method for the removal of empty seeds inPlatanus X acerifolia. Can. J. For. Res. 27: 1311-1315.
23. Food and Agricultural Organization 1997. State of the world's forests 1997. FAO, Rome, 200 p.
24. Ghaedian A.R. and Wehling R.L. 1997. Discrimination of sound and granary-weevil-larva-infested wheat kernels by near-infrared diffuse reflectance spectroscopy. J. AOAC International. 80: 997-1005.
25. Hourant P., Baeten V., Morales M.T., Meurens M. and Aparicio R. 2000. Oil and fat classification by selected bands of Near-Infrared Spectroscopy. Appl. spectrosc. 54: 1168-1174.
26. International Seed Testing Association 1999. International rules for seed testing 1999. Seed Sci. & Technol. 24: 75-77.
27. Kays S.E., Barton F.E. and Windham W.R. 2000. Predicting protein content by near infrared reflectance spectroscopy in diverse cereal food products. J. Near Infrared Spectrosc. 8: 35-44.
28. Kwon Y.K. and Cho R.K. 1998. Identification of rice variety using near infrared spectroscopy. J. Near Infrared Spectrosc. 6: 67-73.
29. Lestander T. and Bergsten U. 1985. PREVAC-en metod för att avlägsna mekaniskt skadat frö. [PREVAC-a method for the removal of mechanically damaged seeds]. Sverige Skogsvårdsförbunds, Tidskrift. 1: 35-42.
30. Lestander T. and Odén P.C. 2002. Separation of viable and non-viable filled Scots pine seeds by differentiating between drying rates using single seed near infrared transmittance spectroscopy. Seed Sci. and Technol. 30 (in press).
31. Martens H. and Næs T. 1989. Multivariate calibration. John Wiley & Sons Ltd., Guildford, Great Britain, 419 p.
32. Miquel M. and Browse J. 1995. Lipid biosynthesis in developing seeds, pp. In: Kigel J. and Galili G. (eds), Seed Development and Germination. Marcel Dekker Inc., New York, pp. 169-193.
33. Muhammad N.O. and Abu-Bakar C. 1998. Simultaneous determination of moisture and oil contents in palm fruits by near infrared spectroscopy. J. Trop. Agri. Food Sci. 26: 73-77.
34. Norris K.H. 1983. Multivariate analysis of raw materials. In: Shemilt L.W. (ed.), Chemistry and world food supplies: the new frontiers. Pergamon press, New York, pp. 527-535.
35. Norris K.H. and Hart J.R. 1965. Direct spectrophotometric determination of moisture content of grain and seeds. In: Waxler A. (ed.), Principles and Methods of Measuring Moisture Content in Liquids and Solids Vol. IV. Reinhold Publishing Corporation, New York, pp. 19-25.
36. Osborne B.G., Fearn T. and Hindle P.H. 1993. Practical NIR spectroscopy: with applications in food and beverage analysis. 2nd edn. Longman Scientific and Technical, Harlow, UK, 227 p.
37. Owens J.N., Colangeli A.M. and Morris S.J. 1990. The effect of self-, cross, and no pollination on ovule, embryo, seed, and cone development in western red cedar (Thuja plicata). Can. J. For. Res. 20: 66-75.
38. Pazdernik D.L., Killam A.S. and Off J.H. 1997. Analysis of amino and fatty acid composition in Soybean seed using near infrared reflectance spectroscopy. Agron. J. 89: 679-685.
39. Reinhardt T.-C. and Röbbelen G. 1991. Quantitative analysis of fatty acids in intact rapeseeds by near infrared reflectance spectroscopy Groupe Consultatif International de Recherche sur le Colza (ed.) Proceedings of the 8th international rapeseed conference, Saskatoon, Canada., pp. 1380-1384.
40. Ridgway C. and Chambers J. 1996. Detection of external and internal insect infestation in wheat by near-infrared reflectance spectroscopy. J. Sci. Food Agric. 71: 251-264.
41. Ridgway C. and Chambers J. 1999. Detection of grain weevils by a very near infrared two-wavelength model. J. Near Infrared Spectrosc. 7: 213-221.
42. Sato T., Kawano S. and Iwamoto M. 1991. Near-Infrared Spectral Patterns of Fatty Acid Analysis from Fats and Oils. J. Am. Oil Chem. Soc. 68: 827-833.
43. Sato T., Takahata Y., Noda T., Yanagisawa T., Morishita T. and Sakai S. 1995. Nondestructive determination of fatty acid composition of husked sunflower (Helianthus annua L.) seeds by Near-Infrared spectroscopy. Ibid. 71: 1177-1183.
44. Sato T., Uezono I., Morishita T. and Tetsuka T. 1998. Nondestructive estimation of fatty acid composition in seeds ofBrassica napus L. by near-infrared spectroscopy. J. Am. Oil Chem. Soc. 15: 1877-1881.
45. Shenk J.S., Workman J.J. and Westerhaus M.O. 2001. Application of NIR spectroscopy to agricultural products. In: Burns D.A. and Ciurczak E.W. (eds), Handbook of Near-Infrared Spectroscopy. Marcel Dekker Inc., New York, pp. 419-474.
46. Simak M. 1981. Bortsortering av matat-dött frö ur ett fröparti. [Removal of filled-dead seeds from a seed bulk.]. Sverige Skogsvårdsförbunds Tidskrift. 5: 31-36.
47. Simak M. 1984. A method for the removal of filled-dead seeds from a sample ofPinus contorta. Seed Sci. & Technol. 12: 767-775.
48. Tigabu M. and Odén P.C. 2002. Multivariate classification of sound and insect-infested seeds of a tropical multipurpose tree, Cordia africana, with near infrared reflectance spectroscopy. J. Near Infrared spectrosc. 10: 45-51.
49. Turza S., Tóth Á.I. and Váradi M. 1998. Multivariate classification of different soybean varieties. J. Near Infrared Spectrosc. 6: 183-187.
50. Velasco L., Fernández-Martinez J. and De Haro A. 1996. Screening Ethiopian Mustard for Erucic acid by near infrared reflectance spectroscopy. Crop Sci. 36: 1068-1071.
51. Velasco L., Fernández-Martinez J. and De Haro A. 1997. Determination of the fatty acid composition of oil in intact seed mustard by Near-infrared reflectance spectroscopy. J. Am. Oil Chem. Soc. 74: 1595-1602.
52. Velasco L., Schierholt A. and Becker H.C. 1998. Performance of near infrared reflectance spectroscopy (NIRS) in routine analysis of C18 unsaturated fatty acids in intact rapeseed. Fett/Lipid. 100: 44-48.
53. Wold S., Antii H., Lindgren F. and Öhman J. 1998. Orthogonal signal correction of near-infrared spectra. Chemometrics and Intelligent laboratory systems. 44: 175-185.
54. Wollf R.L., Comps B. and Marpeau A.M. 1997. Taxonomy of Pinus species based on the seed oil fatty acid compositions. Trees. 12: 113-118.