Plant phenomics: fundamental bases, software and hardware platforms, and machine learning
In recent years, a new branch of plant physiology, plant phenomics, which focuses on
identifying patterns of organization and changes in plant Phenomes, ie, physical and …
identifying patterns of organization and changes in plant Phenomes, ie, physical and …
Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture: A case study of lettuce production
Aerial imagery is regularly used by crop researchers, growers and farmers to monitor crops
during the growing season. To extract meaningful information from large-scale aerial images …
during the growing season. To extract meaningful information from large-scale aerial images …
Plant phenomics:: history, present status and challenges
With the development of remote sensing, robotics, computer vision and artificial intelligence,
plant phenomics research has been developing rapidly in recent years. Here, we first …
plant phenomics research has been developing rapidly in recent years. Here, we first …
What is cost-efficient phenotyping? Optimizing costs for different scenarios
Progress in remote sensing and robotic technologies decreases the hardware costs of
phenotyping. Here, we first review cost-effective imaging devices and environmental …
phenotyping. Here, we first review cost-effective imaging devices and environmental …
[HTML][HTML] An exploration of deep-learning based phenotypic analysis to detect spike regions in field conditions for UK bread wheat
Wheat is one of the major crops in the world, with a global demand expected to reach 850
million tons by 2050 that is clearly outpacing current supply. The continual pressure to …
million tons by 2050 that is clearly outpacing current supply. The continual pressure to …
Феномика растений: фундаментальные основы, программно-аппаратные платформы и методы машинного обучения
ВВ Демидчик, АЮ Шашко, ВЮ Бондаренко… - Физиология …, 2020 - elibrary.ru
В последние годы сформировался новый раздел физиологии растений–феномика
растений, который фокусируется на выявлении закономерностей организации и …
растений, который фокусируется на выявлении закономерностей организации и …
植物及烟草表型组学大数据研究进展.
卢鹏， 金静静， 曹培健， 许亚龙… - Tobacco Science & …, 2021 - search.ebscohost.com
随着高通量植物表型采集技术的不断发展和完善, 产生了大量的植物表型数据,
日渐形成植物表型组学大数据. 为了解植物表型组学的发展状况, 从而为从事植物表型研究和 …
日渐形成植物表型组学大数据. 为了解植物表型组学的发展状况, 从而为从事植物表型研究和 …
[PDF][PDF] Basic principles and main applications of plant phenomics.
A Shashko, U Bandarenka… - … in Biology & Earth …, 2021 - jomardpublishing.com
In recent years, a new area of plant biology, the so-called plant phenomics, has been rapidly
progressing and allowing for non-invasive, fast and high-throughput analysis of the plant …
progressing and allowing for non-invasive, fast and high-throughput analysis of the plant …
Large-scale field phenotyping using backpack LiDAR and GUI-based CropQuant-3D to measure structural responses to different nitrogen treatments in wheat
Y Zhu, G Sun, G Ding, J Zhou, M Wen, S Jin, Q Zhao… - bioRxiv, 2021 - biorxiv.org
Plant phenomics is widely recognised as a key area to bridge the gap between traits of
agricultural importance and genomic information. A wide range of field-based phenotyping …
agricultural importance and genomic information. A wide range of field-based phenotyping …