Near-infrared spectroscopy and accelerated ageing in evaluating the vigour of lentil seeds

The cultivation and consumption of lentils has been gaining importance in recent years due to the highnutritional value of the grain. Research related to seed technology is therefore important in providing high-quality seeds for themarket. The aim o f this study was to adapt the accelerated ageing test and evaluate the potential of FT-NIR spectroscopy forclassifying lentil seeds based on physiological potential. Seven batches of lentil seeds were subjected to tests to characterisetheir physiological potential. The accelerated ageing test included the traditional method (100% RH) with an alternative methodusing saturated saline solution (76% RH) at 41 ºC for 24, 36, 48 and 72 hours. NIR spectra were also obtained, taking 200spectral readings from each batch that were individually processed for 30 seconds. Following the spectral analysis, the seedswere submitted to tests of germination and accelerated ageing to validate the technique. The PLS-DA technique was employed,using 70% of the data for training and 30% for validation. Different pre-processing methods were used, including the standardnormal variate (SNV), multiplicative scatter correction (MSC), and the 1st and 2nd Savitzky-Golay (SG) derivatives. It wasconcluded that the accelerated ageing test at 41 °C for 48 hours using the traditional method (100% RH) was the most efficientway of evaluating the physiological potential of the lentil seeds. The models derived from the FT-NIR spectral data were 99%accurate in predicting the class of physiological potential of the batches.

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Publication Details

Journal
Ciência Agronômica/Revista ciência agronômica
Published
2024-11-26
DOI
https://doi.org/10.5935/1806-6690.202500314
Citations
1
Primary Topic
Seed and Plant Biochemistry
Type
article
Field-Weighted Citation Impact
0.35

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article

Near-infrared spectroscopy and accelerated ageing in evaluating the vigour of lentil seeds

Warley Marcos Nascimento, Bruno Gomes de Noronha, Denise Cunha Fernandes dos Santos Dias, Marcelo Augusto Rocha Limão et al.
1 citations
Ciência Agronômica/Revista ciência agronômica
Seed and Plant Biochemistry
0.35
article

Near-infrared spectroscopy and accelerated ageing in evaluating the vigour of lentil seeds

Warley Marcos Nascimento, Bruno Gomes de Noronha, Denise Cunha Fernandes dos Santos Dias, Marcelo Augusto Rocha Limão, Júlia Martins Soares, Laércio Junio da Silva
article en
1 citations

Abstract

The cultivation and consumption of lentils has been gaining importance in recent years due to the highnutritional value of the grain. Research related to seed technology is therefore important in providing high-quality seeds for themarket. The aim o f this study was to adapt the accelerated ageing test and evaluate the potential of FT-NIR spectroscopy forclassifying lentil seeds based on physiological potential. Seven batches of lentil seeds were subjected to tests to characterisetheir physiological potential. The accelerated ageing test included the traditional method (100% RH) with an alternative methodusing saturated saline solution (76% RH) at 41 ºC for 24, 36, 48 and 72 hours. NIR spectra were also obtained, taking 200spectral readings from each batch that were individually processed for 30 seconds. Following the spectral analysis, the seedswere submitted to tests of germination and accelerated ageing to validate the technique. The PLS-DA technique was employed,using 70% of the data for training and 30% for validation. Different pre-processing methods were used, including the standardnormal variate (SNV), multiplicative scatter correction (MSC), and the 1st and 2nd Savitzky-Golay (SG) derivatives. It wasconcluded that the accelerated ageing test at 41 °C for 48 hours using the traditional method (100% RH) was the most efficientway of evaluating the physiological potential of the lentil seeds. The models derived from the FT-NIR spectral data were 99%accurate in predicting the class of physiological potential of the batches.

Ciência Agronômica/Revista ciência agronômicaVol. 56
Universidade Federal de Viçosa (BR), Brazilian Agricultural Research Corporation (BR), Horta (Italy) (IT)
Universidade Federal de Viçosa, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação de Amparo à Pesquisa do Estado de Minas Gerais
Zero hunger
Openalex Percentile: Top 34%
Seed and Plant Biochemistry
0.35
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