[PDF][PDF] High-throughput phenotyping with deep learning gives insight into the genetic architecture of flowering time in wheat

X Wang, H Xuan, B Evers, S Shrestha, R Pless… - …, 2019 - academic.oup.com
… -series high-throughput phenotyping, we describe a new phenotype as the rate of flowering
and show heritable genetic … a field-based high-throughput phenotyping approach using deep …

[HTML][HTML] Using high-throughput multiple optical phenotyping to decipher the genetic architecture of maize drought tolerance

X Wu, H Feng, D Wu, S Yan, P Zhang, W Wang… - Genome Biology, 2021 - Springer
… “genetic treasures” detected in our study indicate that combining high-throughput multiple
optical phenotyping … to dissect the genetic architecture of complex crop traits and clone causal …

High-throughput phenotyping and QTL mapping reveals the genetic architecture of maize plant growth

X Zhang, C Huang, D Wu, F Qiao, W Li, L Duan… - Plant …, 2017 - academic.oup.com
… In summary, combining the high-throughput phenotyping technology and large-scale QTL …
a new strategy for breeders to optimize plant architecture toward ideotype breeding in maize. …

[HTML][HTML] Integration of high-throughput phenotyping, GWAS, and predictive models reveals the genetic architecture of plant height in maize

W Wang, W Guo, L Le, J Yu, Y Wu, D Li, Y Wang… - Molecular Plant, 2023 - cell.com
architecture will be beneficial for ideotype-based maize breeding and prediction, as the
genetic … In this study, we developed an automated high-throughput phenotyping platform (HTP) …

Highthroughput phenotyping accelerates the dissection of the dynamic genetic architecture of plant growth and yield improvement in rapeseed

H Li, H Feng, C Guo, S Yang, W Huang… - Plant Biotechnology …, 2020 - Wiley Online Library
… a new mechanism of yield regulation. Our results indicate that high-throughput phenotyping
can … genetic architecture of rapeseed growth and final yield, which would be useful for future …

[HTML][HTML] Using High-Throughput Phenotyping Analysis to Decipher the Phenotypic Components and Genetic Architecture of Maize Seedling Salt Tolerance

S Guo, L Lv, Y Zhao, J Wang, X Lu, M Zhang, R Wang… - Genes, 2023 - mdpi.com
… related genetic resources. In this study, we used a high-throughput phenotyping platform with
a … Moreover, we mapped the salt-stress-related SNPs and identified candidate genes in the …

Machine learning enables high-throughput phenotyping for analyses of the genetic architecture of bulliform cell patterning in maize

P Qiao, M Lin, M Vasquez, S Matschi… - … , Genomes, Genetics, 2019 - academic.oup.com
… to investigate the genetic architecture of this microscopic trait. In addition, this study provides
insight toward the improvement of macroscopic traits such as drought resistance and plant …

Using high-throughput phenotyping platform MVS-Pheno to decipher the genetic architecture of plant spatial geometric 3D phenotypes for maize

S Wu, Y Zhang, Y Zhao, W Wen, C Wang, X Lu… - … and Electronics in …, 2024 - Elsevier
High precision 3D phenotype acquisition technology has a huge demand in outdoor phenotyping
… unit of this study to high-throughput phenotype platforms such as unmanned vehicles …

[HTML][HTML] High-throughput phenotyping accelerates the dissection of the phenotypic variation and genetic architecture of shank vascular bundles in maize (Zea mays L.)

S Guo, G Zhou, J Wang, X Lu, H Zhao, M Zhang, X Guo… - Plants, 2022 - mdpi.com
genetic architecture of the shank vascular bundles. The results presented here will provide
a … perspective for high-throughput identification of vascular bundle functional genes of maize …

Dissecting the phenotypic components and genetic architecture of maize stem vascular bundles using highthroughput phenotypic analysis

Y Zhang, J Wang, J Du, Y Zhao, X Lu… - Plant Biotechnology …, 2021 - Wiley Online Library
High-throughput phenotyping is increasingly becoming an important tool for rapid advancement
of genetic … the natural genetic variation and to dissect the genetic architecture of vascular …