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Crop phenomics and high-throughput phenoty**: past decades, current challenges, and future perspectives
Since whole-genome sequencing of many crops has been achieved, crop functional
genomics studies have stepped into the big-data and high-throughput era. However …
genomics studies have stepped into the big-data and high-throughput era. However …
Enhancing genetic gain in the era of molecular breeding
Y Xu, P Li, C Zou, Y Lu, C ** techniques in plant breeding
New types of phenoty** tools generate large amounts of data on many aspects of plant
physiology and morphology with high spatial and temporal resolution. These new …
physiology and morphology with high spatial and temporal resolution. These new …
Salinity tolerance loci revealed in rice using high-throughput non-invasive phenoty**
High-throughput phenoty** produces multiple measurements over time, which require
new methods of analyses that are flexible in their quantification of plant growth and …
new methods of analyses that are flexible in their quantification of plant growth and …
Species-independent analytical tools for next-generation agriculture
Innovative approaches are urgently required to alleviate the growing pressure on agriculture
to meet the rising demand for food. A key challenge for plant biology is to bridge the notable …
to meet the rising demand for food. A key challenge for plant biology is to bridge the notable …
[HTML][HTML] Longitudinal genome-wide association studies of milk production traits in Holstein cattle using whole-genome sequence data imputed from medium-density …
J Teng, D Wang, C Zhao, X Zhang, Z Chen, J Liu… - Journal of dairy …, 2023 - Elsevier
Longitudinal traits, such as milk production traits in dairy cattle, are featured by having
phenotypic values at multiple time points, which change dynamically over time. In this study …
phenotypic values at multiple time points, which change dynamically over time. In this study …
Integrating high-throughput phenoty** and statistical genomic methods to genetically improve longitudinal traits in crops
The rapid development of remote sensing in agronomic research allows the dynamic nature
of longitudinal traits to be adequately described, which may enhance the genetic …
of longitudinal traits to be adequately described, which may enhance the genetic …
Time series canopy phenoty** enables the identification of genetic variants controlling dynamic phenotypes in soybean
D Li, D Bai, Y Tian, YH Li, C Zhao… - Journal of integrative …, 2023 - Wiley Online Library
Advances in plant phenoty** technologies are dramatically reducing the marginal costs of
collecting multiple phenotypic measurements across several time points. Yet, most current …
collecting multiple phenotypic measurements across several time points. Yet, most current …
Multi-dimensional machine learning approaches for fruit shape phenoty** in strawberry
Background Shape is a critical element of the visual appeal of strawberry fruit and is
influenced by both genetic and non-genetic determinants. Current fruit phenoty** …
influenced by both genetic and non-genetic determinants. Current fruit phenoty** …
Functional QTL map** and genomic prediction of canopy height in wheat measured using a robotic field phenoty** platform
Genetic studies increasingly rely on high-throughput phenoty**, but the resulting
longitudinal data pose analytical challenges. We used canopy height data from an …
longitudinal data pose analytical challenges. We used canopy height data from an …