Crop Phenomics and High-throughput Phenotyping: Past Decades, Current Challenges and Future Perspectives. [PDF]
Molecular Plant, 2020 Since the whole-genome sequencing of many crops has been achieved, crop functional genomics studies have reached the large-scale and high-throughput stage.
Wanneng Yang +7 more
semanticscholar +5 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 +4 more
doaj +4 more sources
Modern phenomics to empower holistic crop science, agronomy, and breeding research.
Journal of Genetics and GenomicsCrop phenomics enables collection of diverse plant traits for a large number of samples along different time scales, representing a greater data collection throughput compared to the traditional measurements.
Ni Jiang, Xin-Guang Zhu
semanticscholar +5 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 +2 more sources
High-throughput phenotyping: Breaking through the bottleneck in future crop breeding
Crop Journal, 2021 With the rapid development of genetic analysis techniques and crop population size, phenotyping has become the bottleneck restricting crop breeding.
Peng Song +4 more
doaj +3 more sources
Multi-Scale Remote-Sensing Phenomics Integrated with Multi-Omics: Advances in Crop Drought-Heat Stress Tolerance Mechanisms and Perspectives for Climate-Smart Agriculture. [PDF]
Plants (Basel)Climate change is intensifying the co-occurrence of drought and heat stresses, which substantially constrain global crop yields and threaten food security.
Liang X, Yu S, Ju Y, Wang Y, Yin D.
europepmc +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
Re-imagining crop domestication in the era of high throughput phenomics.
Current Opinion in Plant Biology, 2021 De novo domestication is an exciting option for increasing species diversity and ecosystem service functionality of agricultural landscapes. Genomic selection (GS), the application of genomic markers to predict phenotypic traits in a breeding population,
D. V. Van Tassel +7 more
semanticscholar +3 more sources
Phenomics: Approaches and Application in Crop Improvement
Current Journal of Applied Science and Technology, 2019 Phenotype is the combination of genotype and environment where the plant grows. Phenomics is a way of speeding up phenotyping with the help of high-tech imaging systems and computing power.
P. Roshni, K. Prajwala
semanticscholar +3 more sources
Proximal hyperspectral sensing and data analysis approaches for field-based plant phenomics [PDF]
Computers and Electronics in Agriculture, 2015 Field-based plant phenomics requires robust crop sensing platforms and data analysis tools to successfully identify cultivars that exhibit phenotypes with high agronomic and economic importance.
Andrade-Sanchez, P. +6 more
core +3 more sources