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Plant Phenotyping: Past, Present, and Future
Plant Phenomics, 2019 A plant develops the dynamic phenotypes from the interaction of the plant with the environment. Understanding these processes that span plant’s lifetime in a permanently changing environment is essential for the advancement of basic plant science and its
Roland Pieruschka, Uli Schurr
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Explainable deep learning in plant phenotyping. [PDF]
Front Artif Intell, 2023 The increasing human population and variable weather conditions, due to climate change, pose a threat to the world's food security. To improve global food security, we need to provide breeders with tools to develop crop cultivars that are more resilient to extreme weather conditions and provide growers with tools to more effectively manage biotic and ...
Mostafa S +4 more
europepmc +4 more sources
Plant phenotype relationship corpus for biomedical relationships between plants and phenotypes
Scientific Data, 2022 AbstractMedicinal plants have demonstrated therapeutic potential for applicability for a wide range of observable characteristics in the human body, known as “phenotype,” and have been considered favorably in clinical treatment. With an ever increasing interest in plants, many researchers have attempted to extract meaningful information by identifying ...
Cho, Hyejin +4 more
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Facilitation and plant phenotypic evolution
Trends in Plant Science, 2021 While antagonistic interactions between plants have been a major topic of eco-evolutionary research, little evidence exists on the evolution of positive plant interactions (i.e., plant facilitation). Here, we first summarize the existing empirical evidence on the role of facilitation as a selection pressure on plants. Then, we develop a theoretical eco-
M. Verdú +3 more
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Dynamic Contrast for Plant Phenotyping [PDF]
ACS Omega, 2020 Noninvasiveness, minimal handling, and immediate response are favorable features of fluorescence readout for high-throughput phenotyping of labeled plants.Yet, remote fluorescence imaging may suffer from an autofluorescent background and artificial or natural ambient light.
Kelemen, Zsolt +8 more
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High-Throughput Plant Phenotyping
Trends in Plant Science, 2022 High-throughput (HTP) plant phenotyping approaches are developing rapidly and are already helping to bridge the genotype–phenotype gap. However, technologies should be developed beyond current physico-spectral evaluations to extend our analytical capacities to the subcellular level.
Hall, Robert +6 more
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, 2020 Plant phenomics is under rapid development in recent years, a research field that is progressing towards integration, scalability, multi-perceptivity and high-throughput analysis.
Guohui, Ding +6 more
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A Synthetic Review of Various Dimensions of Non-Destructive Plant Stress Phenotyping
Plants, 2023 Non-destructive plant stress phenotyping begins with traditional one-dimensional (1D) spectroscopy, followed by two-dimensional (2D) imaging, three-dimensional (3D) or even temporal-three-dimensional (T-3D), spectral-three-dimensional (S-3D), and ...
Dapeng Ye +5 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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An integrated molecular and conventional breeding scheme for enhancing genetic gain in maize in Africa [PDF]
, 2020 Open Access Journal; Published online: 06 Nov 2019Maize production in West and Central Africa (WCA) is constrained by a wide range of interacting stresses that keep productivity below potential yields.
Gedil, M., Menkir, A.
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