Crop phenomics and high-throughput phenoty**: past decades, current challenges, and future perspectives

W Yang, H Feng, X Zhang, J Zhang, JH Doonan… - Molecular plant, 2020 - cell.com
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 …

Enhancing genetic gain in the era of molecular breeding

Y Xu, P Li, C Zou, Y Lu, C ** techniques in plant breeding
FA Van Eeuwijk, D Bustos-Korts, EJ Millet, MP Boer… - Plant science, 2019 - Elsevier
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 …

Salinity tolerance loci revealed in rice using high-throughput non-invasive phenoty**

N Al-Tamimi, C Brien, H Oakey, B Berger… - Nature …, 2016 - nature.com
High-throughput phenoty** produces multiple measurements over time, which require
new methods of analyses that are flexible in their quantification of plant growth and …

Species-independent analytical tools for next-generation agriculture

TTS Lew, R Sarojam, IC Jang, BS Park, NI Naqvi… - Nature Plants, 2020 - nature.com
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 …

[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 …

Integrating high-throughput phenoty** and statistical genomic methods to genetically improve longitudinal traits in crops

FF Moreira, HR Oliveira, JJ Volenec… - Frontiers in Plant …, 2020 - frontiersin.org
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 …

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 …

Multi-dimensional machine learning approaches for fruit shape phenoty** in strawberry

MJ Feldmann, MA Hardigan, RA Famula… - …, 2020 - academic.oup.com
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** …

Functional QTL map** and genomic prediction of canopy height in wheat measured using a robotic field phenoty** platform

DH Lyra, N Virlet, P Sadeghi-Tehran… - Journal of …, 2020 - academic.oup.com
Genetic studies increasingly rely on high-throughput phenoty**, but the resulting
longitudinal data pose analytical challenges. We used canopy height data from an …