Advances in Phenomics and its Application in Crop Research [PDF]
Guangdong nongye kexue, 2022 Phenomics refers to the systematic study at the genomic level of all the phenotypes of an organism or cell under a variety of different environmental conditions.
Chaoyang PAN +8 more
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Editorial: Genomics and phenomics of crop wild relatives (CWRs) for crop improvement
Frontiers in Plant Science, 2023 Robert Henry +2 more
exaly +7 more sources
Editorial: State-of-the-art technology and applications in crop phenomics, volume II [PDF]
Frontiers in Plant Science, 2023 Wanneng Yang +4 more
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Harnessing Crop Diversity through Genetics, Genomics and Phenomics Approaches
Plants, 2023 Developing resilient cultivars ensuring adequate productions will be the agriculture industry’s primary challenge in the coming decades to ensure food security, especially with climate change and a growing global population [...]
Pasquale Tripodi, Annalisa Cocozza
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Latin America: a development pole for phenomics [PDF]
Frontiers in Plant Science, 2016 Latin America and the Caribbean (LAC) has long been associated with the production and export of a diverse range of agricultural commodities. Due to its strategic geographic location, which encompasses a wide range of climates, it is possible to produce ...
Anyela Valentina Camargo Rodriguez +1 more
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Genebank Phenomics: A Strategic Approach to Enhance Value and Utilization of Crop Germplasm [PDF]
Plants, 2020 Genetically diverse plant germplasm stored in ex-situ genebanks are excellent resources for breeding new high yielding and sustainable crop varieties to ensure future food security. Novel alleles have been discovered through routine genebank activities such as seed regeneration and characterization, with subsequent utilization providing significant ...
Giao N. Nguyen, Sally L. Norton
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Combining the Pre-Trained Model Roberta with a Two-Layer Bidirectional Long- and Short-Term Memory Network and a Multi-Head Attention Mechanism for a Rice Phenomics Entity Classification Study [PDF]
AgriEngineeringAt a time when global food security is challenged, the importance of phenomics research on rice, as a major food crop, has become more and more prominent.
Dayu Xu +3 more
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High dimensional phenomics and automation to transform domestication of new crops [PDF]
, 2022 The majority of domesticated plant species are herbaceous annuals and woody perennials, yet many herbaceous perennial species hold potential for future agricultural systems. In addition to multiyear harvests, herbaceous perennials provide many ecosystem services, including erosion control as a result of their large and persistent root systems. However,
Matthew Rubin +9 more
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Genomics, phenomics, and machine learning in transforming plant research: Advancements and challenges [PDF]
Horticultural Plant JournalAdvances in gene editing and natural genetic variability present significant opportunities to generate novel alleles and select natural sources of genetic variation for horticulture crop improvement.
Sheikh Mansoor +3 more
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Phenomics assisted trait dissection and genotype selection for improved nitrogen use efficiency in rice [PDF]
Plant StressModern crop phenomics and current advances in machine learning (ML) models are promising tools to speed up genetic improvement of nitrogen use efficiency (NUE) in rice.
Nguyen Trung Duc +11 more
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