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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Opportunities and Limitations of Crop Phenotyping in Southern European Countries [PDF]
Frontiers in Plant Science, 2019 The Mediterranean climate is characterized by hot dry summers and frequent droughts. Mediterranean crops are frequently subjected to high evapotranspiration demands, soil water deficits, high temperatures, and photo-oxidative stress.
Joaquim Miguel Costa +11 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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UAS-Based Plant Phenotyping for Research and Breeding Applications [PDF]
Plant Phenomics, 2021 Unmanned aircraft system (UAS) is a particularly powerful tool for plant phenotyping, due to reasonable cost of procurement and deployment, ease and flexibility for control and operation, ability to reconfigure sensor payloads to diversify sensing, and ...
Wei Guo +7 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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Non‐destructive, whole‐plant phenotyping reveals dynamic changes in water use efficiency, photosynthesis, and rhizosphere acidification of sorghum accessions under osmotic stress [PDF]
Plant DirectNoninvasive phenotyping can quantify dynamic plant growth processes at higher temporal resolution than destructive phenotyping and can reveal phenomena that would be missed by end‐point analysis alone.
Daniel N. Ginzburg +2 more
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Image-Based High-Throughput Phenotyping in Horticultural Crops
Plants, 2023 Plant phenotyping is the primary task of any plant breeding program, and accurate measurement of plant traits is essential to select genotypes with better quality, high yield, and climate resilience.
Alebel Mekuriaw Abebe +4 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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