• improving palm oil quality through identification and mapping
  • improving palm oil quality through identification and mapping
  • improving palm oil quality through identification and mapping
  • improving palm oil quality through identification and mapping
  • Does oil palm fruit mesocarp increase free fatty acids?
  • The oil palm fruit mesocarp contains high lipase activity that increases free fatty acids and necessitates post-harvest inactivation by heat treatment of fruit bunches. Even before heat treatment the mesocarp lipase activity causes consequential oil losses and requires costly measures to limit free fatty acids quantities.
  • Does oil palm fruit mesocarp have a high lipase activity?
  • The oil palm fruit mesocarp contains high lipase activity that increases free fatty acids and necessitates post-harvest inactivation by heat treatment of fruit bunches. Even before heat treatment the mesocarp lipase activity causes consequential oil losses and requires costly measures to limit free …
  • What is oil palm mesocarp?
  • Provided by the Springer Nature SharedIt content-sharing initiative The oil palm fruit mesocarp contains high lipase activity that increases free fatty acids and necessitates post-harvest inactivation by heat treatment of fruit bunches.
  • Which ML method is best for oil palm detection?
  • ML methods such as the Support Vector Machine (SVM) provide a more simple and effective solution for oil palm detection (Kalantar et al., Citation 2017; Wang et al., Citation 2019). However, they require longer training duration and produce lower accuracy (Hanapi et al., Citation 2019).
  • Can deep learning detect oil palm trees using aerial imagery?
  • This study aims to produce a robust and automated method for the detection and classification of oil palm trees using deep learning (DL) over aerial imagery. From an aerial perspective, oil palm tree crowns are prominently visible in high-resolution aerial images, making them suitable for detection and classification.
  • How accurate is oil palm tree monitoring?
  • Oil palm tree monitoring is essential to track productivity and prevent diseases, but methods are labor-intensive, cost-prohibitive, and error-prone. While existing remote sensing data and deep learning methods offer efficient alternatives for monitoring, achieving a highly accurate tree condition classification remains a challenge.