Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks [PDF]
Frontiers in Plant Science, 2017 Plant phenomics has received increasing interest in recent years in an attempt to bridge the genotype-to-phenotype knowledge gap. There is a need for expanded high-throughput phenotyping capabilities to keep up with an increasing amount of data from high-
Jordan R. Ubbens, Ian Stavness
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The evolution of plant phenomics: global insights, trends, and collaborations (2000-2021) [PDF]
Frontiers in Plant ScienceIntroductionPhenomics, an interdisciplinary field that investigates the relationships between genomics and environmental factors, has significantly advanced plant breeding by offering comprehensive insights into plant traits from molecular to ...
Lana Awada +2 more
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Editorial: Plant Phenotyping and Phenomics for Plant Breeding [PDF]
Frontiers in Plant Science, 2017 A major challenge for food production in the coming decades is to meet the food demands of a growing population (Beddington, 2010). The difficulty of expanding agricultural land, along with the effect of climate change and the increase in world population are the current societal changes that make necessary to accelerate research to improve yield ...
Gustavo A. Lobos +5 more
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Plant Phenomics, From Sensors to Knowledge [PDF]
Current Biology, 2017 Major improvements in crop yield are needed to keep pace with population growth and climate change. While plant breeding efforts have greatly benefited from advances in genomics, profiling the crop phenome (i.e., the structure and function of plants) associated with allelic variants and environments remains a major technical bottleneck. Here, we review
Llorenç Cabrera-Bosquet +2 more
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Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives [PDF]
Plant Communications, 2022 Plant phenomics (PP) has been recognized as a bottleneck in studying the interactions of genomics and environment on plants, limiting the progress of smart breeding and precise cultivation.
Qinghua Guo, , Dong Jiang
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Plant Phenomics: Emerging Transdisciplinary Science [PDF]
Plant Phenomics, 2019 Seishi Ninomiya +2 more
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A 3D Print Repository for Plant Phenomics [PDF]
Plant Phenomics, 2020 M. Griffiths
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WinRoots: A High-Throughput Cultivation and Phenotyping System for Plant Phenomics Studies Under Soil Stress [PDF]
Frontiers in Plant Science, 2022 Soil stress, such as salinity, is a primary cause of global crop yield reduction. Existing crop phenotyping platforms cannot fully meet the specific needs of phenomics studies of plant response to soil stress in terms of throughput, environmental ...
Yangyang Zhang +12 more
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Prospectus of Genomic Selection and Phenomics in Cereal, Legume and Oilseed Breeding Programs
Frontiers in Genetics, 2022 The last decade witnessed an unprecedented increase in the adoption of genomic selection (GS) and phenomics tools in plant breeding programs, especially in major cereal crops.
Karansher S. Sandhu +4 more
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InfraPhenoGrid: A scientific workflow infrastructure for plant phenomics on the Grid [PDF]
Future Generation Computer Systems, 2017 Plant phenotyping consists in the observation of physical and biochemical traits of plant genotypes in response to environmental conditions. Challenges , in particular in context of climate change and food security, are numerous. High-throughput platforms have been introduced to observe the dynamic growth of a large number of plants in different ...
Patrick Valduriez +2 more
exaly +6 more sources