Near infrared spectroscopy for the classification of vigor level of soybean seed

ABSTRACT This work aimed at investigating the viability of near infrared spectrometry (NIR), associated with chemometric methods, in order to identify differences at the levels of vigor of naturally and artificially aged soybean seeds. Seeds of six soybean genotypes were analyzed when freshly harves...

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Published inCiência agronômica Vol. 55
Main Authors Silva, Martha Freire da, Roque, Jussara Valente, Soares, Júlia Martins, Moura, Lorena de Oliveira, Medeiros, André Dantas de, Silva, Felipe Lopes da, Silva, Laércio Junio da
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Published Universidade Federal do Ceará 01.01.2024
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Abstract ABSTRACT This work aimed at investigating the viability of near infrared spectrometry (NIR), associated with chemometric methods, in order to identify differences at the levels of vigor of naturally and artificially aged soybean seeds. Seeds of six soybean genotypes were analyzed when freshly harvested, after natural aging in storage for eight months, and after artificial aging at the temperature of 41 °C for 96 hours. The seed moisture content, germination potential and vigor were evaluated. Also, there were measured the content of protein, oil and of the fatty acids: palmitic, stearic, oleic, linoleic and linolenic. The NIR spectra were obtained from the freeze-dried and grinded seeds. The natural and artificial aging of the seeds promote deterioration at distinct levels, reflecting in differences in seed vigor. The regions of the electromagnetic spectrum between wavelengths of 1000-1200 nm, 1350-1450 nm, 1800-1900 nm and 2300-2400 nm are important to distinguish the levels of quality of the soybean seeds. The contents of oil and protein have a relationship with the physiological quality of the seeds. Also, the most relevant wavelengths for the classification of seed vigor present a relationship with these compounds. NIR spectroscopy, in combination with chemometric methods, presents potential to be used in the classification of soybean seeds regarding their physiological quality.
AbstractList ABSTRACT This work aimed at investigating the viability of near infrared spectrometry (NIR), associated with chemometric methods, in order to identify differences at the levels of vigor of naturally and artificially aged soybean seeds. Seeds of six soybean genotypes were analyzed when freshly harvested, after natural aging in storage for eight months, and after artificial aging at the temperature of 41 °C for 96 hours. The seed moisture content, germination potential and vigor were evaluated. Also, there were measured the content of protein, oil and of the fatty acids: palmitic, stearic, oleic, linoleic and linolenic. The NIR spectra were obtained from the freeze-dried and grinded seeds. The natural and artificial aging of the seeds promote deterioration at distinct levels, reflecting in differences in seed vigor. The regions of the electromagnetic spectrum between wavelengths of 1000-1200 nm, 1350-1450 nm, 1800-1900 nm and 2300-2400 nm are important to distinguish the levels of quality of the soybean seeds. The contents of oil and protein have a relationship with the physiological quality of the seeds. Also, the most relevant wavelengths for the classification of seed vigor present a relationship with these compounds. NIR spectroscopy, in combination with chemometric methods, presents potential to be used in the classification of soybean seeds regarding their physiological quality.
Author Silva, Laércio Junio da
Silva, Martha Freire da
Medeiros, André Dantas de
Silva, Felipe Lopes da
Roque, Jussara Valente
Moura, Lorena de Oliveira
Soares, Júlia Martins
AuthorAffiliation State University of Maringá
Federal University of Goiás
Universidade Federal de Viçosa
Federal University of Viçosa
AuthorAffiliation_xml – name: Federal University of Viçosa
– name: Universidade Federal de Viçosa
– name: State University of Maringá
– name: Federal University of Goiás
Author_xml – sequence: 1
  givenname: Martha Freire da
  surname: Silva
  fullname: Silva, Martha Freire da
– sequence: 2
  givenname: Jussara Valente
  surname: Roque
  fullname: Roque, Jussara Valente
– sequence: 3
  givenname: Júlia Martins
  surname: Soares
  fullname: Soares, Júlia Martins
– sequence: 4
  givenname: Lorena de Oliveira
  surname: Moura
  fullname: Moura, Lorena de Oliveira
– sequence: 5
  givenname: André Dantas de
  surname: Medeiros
  fullname: Medeiros, André Dantas de
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  givenname: Felipe Lopes da
  surname: Silva
  fullname: Silva, Felipe Lopes da
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  givenname: Laércio Junio da
  surname: Silva
  fullname: Silva, Laércio Junio da
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Keywords Physiological quality of seeds
Seed Storage
Seed deterioration
Biochemical composition of seeds
NIR
Language English
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SubjectTerms AGRONOMY
Biochemical composition of seeds
NIR
Physiological quality of seeds
Seed deterioration
Seed Storage
Title Near infrared spectroscopy for the classification of vigor level of soybean seed
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