[PDF][PDF] Crop phenomics and high-throughput phenotyping: 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 …

Applications of multi-omics technologies for crop improvement

Y Yang, MA Saand, L Huang, WB Abdelaal… - Frontiers in Plant …, 2021 - frontiersin.org
Multiple “omics” approaches have emerged as successful technologies for plant systems
over the last few decades. Advances in next-generation sequencing (NGS) have paved a …

Crop phenomics: current status and perspectives

C Zhao, Y Zhang, J Du, X Guo, W Wen, S Gu… - Frontiers in Plant …, 2019 - frontiersin.org
Reliable, automatic, multifunctional, and high-throughput phenotypic technologies are
increasingly considered important tools for rapid advancement of genetic gain in breeding …

[HTML][HTML] Advanced high-throughput plant phenotyping techniques for genome-wide association studies: A review

Q Xiao, X Bai, C Zhang, Y He - Journal of advanced research, 2022 - Elsevier
Background Linking phenotypes and genotypes to identify genetic architectures that
regulate important traits is crucial for plant breeding and the development of plant genomics …

[PDF][PDF] Genome-wide association studies of image traits reveal genetic architecture of drought resistance in rice

Z Guo, W Yang, Y Chang, X Ma, H Tu, F Xiong, N Jiang… - Molecular Plant, 2018 - cell.com
Understanding how plants respond to drought can benefit drought resistance (DR) breeding.
Using a non-destructive phenotyping facility, 51 image-based traits (i-traits) for 507 rice …

Enhancing crop yield by optimizing plant developmental features

J Mathan, J Bhattacharya, A Ranjan - Development, 2016 - journals.biologists.com
A number of plant features and traits, such as overall plant architecture, leaf structure and
morphological features, vascular architecture and flowering time are important determinants …

Genetic control of the root system in rice under normal and drought stress conditions by genome-wide association study

X Li, Z Guo, Y Lv, X Cen, X Ding, H Wu, X Li… - PLoS …, 2017 - journals.plos.org
A variety of adverse conditions including drought stress severely affect rice production. Root
system plays a critical role in drought avoidance, which is one of the major mechanisms of …

An accurate skeleton extraction approach from 3D point clouds of maize plants

S Wu, W Wen, B Xiao, X Guo, J Du, C Wang… - Frontiers in plant …, 2019 - frontiersin.org
Accurate and high-throughput determination of plant morphological traits is essential for
phenotyping studies. Nowadays, there are many approaches to acquire high-quality three …

High-throughput phenotyping platform for analyzing drought tolerance in rice

SL Kim, N Kim, H Lee, E Lee, KS Cheon, M Kim… - Planta, 2020 - Springer
Main conclusion A new imaging platform was constructed to analyze drought-tolerant traits
of rice. Rice was used to quantify drought phenotypes through image-based parameters and …

The future of Internet of Things in agriculture: Plant high-throughput phenotypic platform

J Fan, Y Zhang, W Wen, S Gu, X Lu, X Guo - Journal of Cleaner Production, 2021 - Elsevier
With continuous collaborative research in sensor technology, communication technology,
plant science, computer science and engineering science, Internet of Things (IoT) in …