Plant Physiological Analysis to Overcome Limitations to Plant Phenotyping. [PDF]
Plants (Basel), 2023 Plant physiological status is the interaction between the plant genome and the prevailing growth conditions. Accurate characterization of plant physiology is, therefore, fundamental to effective plant phenotyping studies; particularly those focused on ...
Haworth M +10 more
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Nordic research infrastructures for plant phenotyping [PDF]
Agricultural and Food Science, 2018 Plant phenomics refers to the systematic study of plant phenotypes. Together with closely monitored, controlled climates, it provides an essential component for the integrated analysis of genotype-phenotype-environment interactions.
Erik Alexandersson +3 more
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Frontiers in Plant Science, 2021 Phenotyping plants is an essential component of any effort to develop new crop varieties. As plant breeders seek to increase crop productivity and produce more food for the future, the amount of phenotype information they require will also increase ...
Abbas Atefi +3 more
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Information Processing in Agriculture, 2023 Today there is a rapid development taking place in phenotyping of plants using non-destructive image based machine vision techniques. Machine vision based plant phenotyping ranges from single plant trait estimation to broad assessment of crop canopy for ...
Shrikrishna Kolhar, Jayant Jagtap
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TomatoWUR: An annotated dataset of tomato plants to quantitatively evaluate segmentation, skeletonisation, and plant-trait extraction algorithms for 3D plant phenotyping4TU.researchdata [PDF]
Data in BriefPlant phenotyping involves the measurements of plant traits to gain more insight into the interaction between the genotype (G), environment (E) and crop management strategies (M). To improve plant phenotyping, accurate measurements are crucial.
Bart M. van Marrewijk +5 more
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Field phenotyping for African crops: overview and perspectives [PDF]
Frontiers in Plant Science, 2023 Improvements in crop productivity are required to meet the dietary demands of the rapidly-increasing African population. The development of key staple crop cultivars that are high-yielding and resilient to biotic and abiotic stresses is essential.
Daniel K. Cudjoe +8 more
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Crop/Plant Modeling Supports Plant Breeding: II. Guidance of Functional Plant Phenotyping for Trait Discovery [PDF]
Plant Phenomics, 2023 Observable morphological traits are widely employed in plant phenotyping for breeding use, which are often the external phenotypes driven by a chain of functional actions in plants.
Pengpeng Zhang +5 more
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Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping [PDF]
Plant Phenomics, 2023 The advancement of plant phenomics by using optical imaging-based phenotyping techniques has markedly improved breeding and crop management. However, there remains a challenge in increasing the spatial resolution and accuracy due to their noncontact ...
Cheng Zhang +5 more
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How to make sense of 3D representations for plant phenotyping: a compendium of processing and analysis techniques [PDF]
Plant Methods, 2023 Computer vision technology is moving more and more towards a three-dimensional approach, and plant phenotyping is following this trend. However, despite its potential, the complexity of the analysis of 3D representations has been the main bottleneck ...
Negin Harandi +4 more
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An Integrated Multi-Omics and Artificial Intelligence Framework for Advance Plant Phenotyping in Horticulture [PDF]
Biology, 2023 This review discusses the transformative potential of integrating multi-omics data and artificial intelligence (AI) in advancing horticultural research, specifically plant phenotyping.
Danuta Cembrowska-Lech +7 more
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