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] Plant phenomics, from sensors to knowledge

F Tardieu, L Cabrera-Bosquet, T Pridmore, M Bennett - Current Biology, 2017 - cell.com
Major improvements in crop yield are needed to keep pace with population growth and
climate change. While plant breeding efforts have greatly benefited from advances in …

Systems biology and multi-omics integration: viewpoints from the metabolomics research community

FR Pinu, DJ Beale, AM Paten, K Kouremenos… - Metabolites, 2019 - mdpi.com
The use of multiple omics techniques (ie, genomics, transcriptomics, proteomics, and
metabolomics) is becoming increasingly popular in all facets of life science. Omics …

Designing future crops: challenges and strategies for sustainable agriculture

Z Tian, JW Wang, J Li, B Han - The Plant Journal, 2021 - Wiley Online Library
Crop production is facing unprecedented challenges. Despite the fact that the food supply
has significantly increased over the past half‐century,~ 8.9 and 14.3% people are still …

Ensembl Genomes 2018: an integrated omics infrastructure for non-vertebrate species

PJ Kersey, JE Allen, A Allot, M Barba… - Nucleic acids …, 2018 - academic.oup.com
Abstract Ensembl Genomes (http://www. ensemblgenomes. org) is an integrating resource
for genome-scale data from non-vertebrate species, complementing the resources for …

A comprehensive review of high throughput phenotyping and machine learning for plant stress phenotyping

T Gill, SK Gill, DK Saini, Y Chopra, JP de Koff… - Phenomics, 2022 - Springer
During the last decade, there has been rapid adoption of ground and aerial platforms with
multiple sensors for phenotyping various biotic and abiotic stresses throughout the …

[HTML][HTML] Plant phenotyping: past, present, and future

R Pieruschka, U Schurr - Plant Phenomics, 2019 - spj.science.org
A plant develops the dynamic phenotypes from the interaction of the plant with the
environment. Understanding these processes that span plant's lifetime in a permanently …

High-throughput plant phenotyping platform (HT3P) as a novel tool for estimating agronomic traits from the lab to the field

D Li, C Quan, Z Song, X Li, G Yu, C Li… - … in Bioengineering and …, 2021 - frontiersin.org
Food scarcity, population growth, and global climate change have propelled crop yield
growth driven by high-throughput phenotyping into the era of big data. However, access to …

Enhancing genetic gain through genomic selection: from livestock to plants

Y Xu, X Liu, J Fu, H Wang, J Wang, C Huang… - Plant …, 2020 - cell.com
Although long-term genetic gain has been achieved through increasing use of modern
breeding methods and technologies, the rate of genetic gain needs to be accelerated to …

[HTML][HTML] New sensors and data-driven approaches—A path to next generation phenomics

T Roitsch, L Cabrera-Bosquet, A Fournier, K Ghamkhar… - Plant Science, 2019 - Elsevier
Abstract At the 4th International Plant Phenotyping Symposium meeting of the International
Plant Phenotyping Network (IPPN) in 2016 at CIMMYT in Mexico, a workshop was convened …