Search Results - "Laércio Junio da Silva"
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Machine Learning for Seed Quality Classification: An Advanced Approach Using Merger Data from FT-NIR Spectroscopy and X-ray Imaging
Published in Sensors (Basel, Switzerland) (03-08-2020)“…Optical sensors combined with machine learning algorithms have led to significant advances in seed science. These advances have facilitated the development of…”
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Artificial aging for predicting the storability of soybean seeds via GGE biplot
Published in Journal of seed science (2024)“…Creation, adjustments and adoption of tests and tools that help in the prediction of seed storability have been highly demanded. Therefore, this work aimed to…”
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Weathering deterioration in pre-harvest of soybean seeds: physiological, physical, and morpho-anatomical changes
Published in Scientia agricola (01-01-2021)“…Successive cycles of water absorption and loss favor weathering deterioration, one of the main factors that affect the quality of soybean seeds. This study…”
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Classification of lentil seed vigor based on seedling image analysis techniques and interactive machine learning
Published in Journal of seed science (01-01-2023)“…The search for techniques that allow for the rapid and accurate assessment of seed vigor, such as the Seedling Analysis System (SAPL®) and ILASTIK®, can be…”
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Parameters based on X-ray images to assess the physical and physiological quality of Leucaena leucocephala seeds
Published in Ciência e agrotecnologia (01-12-2018)“…ABSTRACT Non-destructive and high performance analyses are highly desirable and important for assessing the quality of forest seeds. The aim of this study was…”
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Low-cost system for multispectral image acquisition and its applicability to analysis of the physiological potential of soybean seeds
Published in Acta scientiarum. Agronomy (01-01-2023)“…The use of multispectral images has great potential to assess seed quality and represents a significant technological advance in the search for fast and…”
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Use of radiographic images for rapid and non-destructive assessment of crambe seed quality
Published in Journal of seed science (01-01-2021)“…Technologies based on electromagnetic radiation, such as the X-ray technique, has contributed to the establishment of new and promising methodologies for…”
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Lipid peroxidation and antioxidant enzymes of Jatropha curcas L. seeds stored at different maturity stages
Published in Acta scientiarum. Agronomy (01-01-2018)“…The objective of the present work was to investigate the antioxidant enzyme activities and the occurrence of lipid peroxidation during storage of J. curcas…”
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X-ray imaging and digital processing application in non-destructive assessing of melon seed quality
Published in Journal of seed science (01-01-2020)“…Non-destructive and high throughput methods have been developed for seed quality evaluation. The aim of this study was to relate parameters obtained from the…”
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Tolerance of crambe (Crambe abyssinica Hochst) to salinity and water stress during seed germination and initial seedling growth
Published in Ciência e agrotecnologia (01-01-2019)“…ABSTRACT Crambe is an oilseed plant whose oil is suitable for various industrial purposes, such as production of biodiesel, plastics, rubbers, and cosmetics…”
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Multi-trait selection of tomato introgression lines under drought-induced conditions at germination and seedling stages
Published in Acta scientiarum. Agronomy (01-01-2022)“…To be considered drought-tolerant, a tomato cultivar is required to present some level of tolerance at all developmental stages of plant growth. Since drought…”
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Action of nitric oxide on the physiological potential and biochemical mechanisms of pea seeds
Published in Journal of seed science (01-01-2021)“…Nitric oxide (NO) can act in biochemical pathways of the germination process; however, there is little information about how it acts on the performance of pea…”
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Anatomical, histochemical and physiological changes during maturation of chickpea (Cicer arietinum L.) seeds
Published in Ciência agronômica (01-01-2021)“…ABSTRACT The maturation stage of seeds affects their physiological quality soon after harvest. The aim of this study was to evaluate the anatomical,…”
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Seed quality analysis of Senna siamea Lam. using image analysis techniques
Published in Journal of seed science (01-01-2020)“…The inclusion of image analysis techniques for the accurate and rapid assessment of the quality of forest seeds is highly desirable. The use of digital…”
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Interactive machine learning for soybean seed and seedling quality classification
Published in Scientific reports (09-07-2020)“…New computer vision solutions combined with artificial intelligence algorithms can help recognize patterns in biological images, reducing subjectivity and…”
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Salinity tolerance in Senna macranthera (DC. ex Collad.) H. S. Irwin & Barneby seeds with sodium nitroprusside (SNP) promoted by cyanide
Published in Journal of seed science (01-09-2018)“…Studies show the positive effect of the nitric oxide donor in the seed germination process. However, there are no precise reports about which compound present…”
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Nodulation, Growth and Soybean Yield in Response to Seed Coating and Split Application of Phosphorus
Published in Journal of seed science (01-01-2016)“…Phosphorus is one of the most important nutrients for soybeans, but it presents a complex dynamic in the soil and can become unavailable. The split and…”
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The effect of fruit maturity on the physiological quality and conservation of Jatropha curcas seeds
Published in Ciência agronômica (2017)“…The aim of this study was to evaluate the effect of fruit maturation stage on the physiological quality of J. curcas seeds during storage. Thus, seeds were…”
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SeedCalc, a new automated R software tool for germination and seedling length data processing
Published in Journal of seed science (01-04-2019)“…The need to optimize seed quality assessment using new, more accessible, and modern computational resources has led to the emergence of new tools. In this…”
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Physiological changes in Jatropha curcas L. seeds during storage
Published in Journal of seed science (01-01-2016)“…Oil seeds, such as J. curcas, are more prone to deterioration and consequently to loss of quality during storage. In this context, adequate technics for its…”
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