Crop Phenomics: Current Status and Perspectives [PDF]
Frontiers in Plant Science, 2019 Reliable, automatic, multifunctional, and high-throughput phenotypic technologies are increasingly considered important tools for rapid advancement of genetic gain in breeding programs.
Weiliang Wen, Jianjun Du
exaly +7 more sources
Advances in Phenomics and its Application in Crop Research
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
doaj +3 more sources
Crop Seed Phenomics: Focus on Non-Destructive Functional Trait Phenotyping Methods and Applications
Plants, 2023 Seeds play a critical role in ensuring food security for the earth’s 8 billion people. There is great biodiversity in plant seed content traits worldwide.
Gökhan Hacısalihoğlu +1 more
exaly +4 more sources
Standard Framework Construction of Technology and Equipment for Big Data in Crop Phenomics
EngineeringCrop phenomics has rapidly progressed in recent years due to the growing need for crop functional genomics, digital breeding, and smart cultivation. Despite this advancement, the lack of standards for the creation and usage of crop phenomics technology ...
Weiliang Wen, Xinyu Guo, Wanneng Yang
exaly +4 more sources
Editorial: State-of-the-Art Technology and Applications in Crop Phenomics [PDF]
Frontiers in Plant Science, 2021 Wanneng Yang +6 more
doaj +5 more sources
Application of deep learning in crop research: From genomics to phenomics [PDF]
The Plant GenomeDeep learning, as a pivotal branch of machine learning, has demonstrated remarkable potential in advancing crop science by effectively integrating genomics and phenomics.
Zefeng Wu +9 more
doaj +3 more sources
Editorial: Genomics and Phenomics of Crop Wild Relatives (CWRs) for Crop Improvement
Frontiers in Plant Science, 2023 Petr Smýkal +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
doaj +4 more sources
Omics-driven plant breeding through phenomics-enviromics crosstalk [PDF]
Nature CommunicationsGenomics, including all molecular omics, is driven by molecular data, while phenomics and enviromics rely on phenotypic and environmental data. Yet phenotyping is often conducted under poorly characterized environments, limiting the interpretation of ...
Huihui Li +9 more
doaj +2 more sources
Leveraging sensor technologies for seed phenotyping by genebanks [PDF]
Frontiers in Plant ScienceGenebanks serve as critical repositories for preserving the genetic diversity of plant species, including crops, forages, and their wild relatives, which is essential for adapting to climate change, enhancing food security, and improving agricultural ...
Kioumars Ghamkhar, David Rousseau
doaj +2 more sources