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
Field Phenomics: Will It Enable Crop Improvement? [PDF]
Plant Phenomics, 2021 Field phenomics has been identified as a promising enabling technology to assist plant breeders with the development of improved cultivars for farmers. Yet, despite much investment, there are few examples demonstrating the application of phenomics within
David Deery +2 more
exaly +8 more sources
Editorial: State-of-the-Art Technology and Applications in Crop Phenomics [PDF]
Frontiers in Plant Science, 2021 Wanneng Yang +6 more
doaj +8 more sources
Crop Seed Phenomics: Focus on Non-Destructive Functional Trait Phenotyping Methods and Applications [PDF]
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.
Gokhan Hacisalihoglu +1 more
exaly +4 more sources
High-throughput phenotyping: Breaking through the bottleneck in future crop breeding [PDF]
Crop Journal, 2021 With the rapid development of genetic analysis techniques and crop population size, phenotyping has become the bottleneck restricting crop breeding.
Xinyu Guo, Wanneng Yang
exaly +4 more sources
Technology and Equipment of Big Data on Crop Phenomics
Strategic Study of CAE, 2023 Automatic equipment and information technologies make it possible to acquire multi-scale and multi-source heterogeneous data of crops under different growth conditions, forming big data on crop phenomics.
Wen Weiliang +4 more
exaly +4 more sources
Standard Framework Construction of Technology and Equipment for Big Data in Crop Phenomics [PDF]
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
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 +2 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