Pakistan new design high oil yield sunflower big oil mill

Oil yield prediction for sunflower hybrid selection using

  • Pakistan new design high oil yield sunflower big oil mill
  • Pakistan new design high oil yield sunflower big oil mill
  • Pakistan new design high oil yield sunflower big oil mill
  • Pakistan new design high oil yield sunflower big oil mill

Sunflower in the global vegetable oil system: situation, specificities

SUNFLOWER AREA AND PRODUCTIONVAR IABILITY

Stability and G × E Analysis of Oil Yield of Sunflower

Sunflower (Helianthus annuus) Hybrids Evaluation for Oil

  • What is high oleic sunflower oil?
  • High oleic sunflower contains 4 times more oleic acid than classical sunflower, with 84% oleic acid in oil. It competes on global scale with other high oleic oils but has the highest oleic level compared to oleic safflower (78%), oleic rapeseed and canola (75–73%) and oleic soybean (73%) ( Tonin, 2018 ).
  • Can machine learning predict sunflower oil yield?
  • Sunflower Oil Yield Prediction (SOYP) can help breeders to identify desirable new hybrids with high oil yield and their characteristics using machine learning (ML) algorithms. In this study, we developed ML models to predict oil yield using two sets of features. Moreover, we evaluated the most relevant features for accurate SOYP.
  • Can locality feature be used for sunflower oil yield prediction?
  • It was also disclosed that the locality feature could be used for the estimation of sunflower oil yield but it is highly dependable on weather conditions that affect the oil content and seed yield. Up to our knowledge, this is the first study in which ML was used for sunflower oil yield prediction.
  • Why are sunflower seed hybrids important for edible oil industry?
  • Due to the increased demand for sunflower production, its breeding assignment is the intensification of the development of highly productive oil seed hybrids to satisfy the edible oil industry.

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