A review of computer vision technologies for plant phenotyping

Z Li, R Guo, M Li, Y Chen, G Li - Computers and Electronics in Agriculture, 2020 - Elsevier
Plant phenotype plays an important role in genetics, botany, and agronomy, while the
currently popular methods for phenotypic trait measurement have some limitations in …

Plant–pathogen warfare under changing climate conditions

AC Velásquez, CDM Castroverde, SY He - Current biology, 2018 - cell.com
Global environmental changes caused by natural and human activities have accelerated in
the past 200 years. The increase in greenhouse gases is predicted to continue to raise …

Translating high-throughput phenotyping into genetic gain

JL Araus, SC Kefauver, M Zaman-Allah, MS Olsen… - Trends in plant …, 2018 - cell.com
Inability to efficiently implement high-throughput field phenotyping is increasingly perceived
as a key component that limits genetic gain in breeding programs. Field phenotyping must …

High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms

X Jin, PJ Zarco-Tejada, U Schmidhalter… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …

Evaluating physiological responses of plants to salinity stress

S Negrão, SM Schmöckel, M Tester - Annals of botany, 2017 - academic.oup.com
Background Because soil salinity is a major abiotic constraint affecting crop yield, much
research has been conducted to develop plants with improved salinity tolerance. Salinity …

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 …

A rapid monitoring of NDVI across the wheat growth cycle for grain yield prediction using a multi-spectral UAV platform

MA Hassan, M Yang, A Rasheed, G Yang, M Reynolds… - Plant science, 2019 - Elsevier
Wheat improvement programs require rapid assessment of large numbers of individual plots
across multiple environments. Vegetation indices (VIs) that are mainly associated with yield …

[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 …

Establishing causality: opportunities of synthetic communities for plant microbiome research

JA Vorholt, C Vogel, CI Carlström, DB Müller - Cell host & microbe, 2017 - cell.com
Plant microbiome research highlights the importance of indigenous microbial communities
for host phenotypes such as growth and health. It aims to discover the molecular basis by …

Neglecting legumes has compromised human health and sustainable food production

CH Foyer, HM Lam, HT Nguyen, KHM Siddique… - Nature plants, 2016 - nature.com
Abstract The United Nations declared 2016 as the International Year of Pulses (grain
legumes) under the banner 'nutritious seeds for a sustainable future'. A second green …