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 …

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] High-throughput phenotyping: Breaking through the bottleneck in future crop breeding

P Song, J Wang, X Guo, W Yang, C Zhao - The Crop Journal, 2021 - Elsevier
With the rapid development of genetic analysis techniques and crop population size,
phenotyping has become the bottleneck restricting crop breeding. Breaking through this …

Machine learning for high-throughput stress phenotyping in plants

A Singh, B Ganapathysubramanian, AK Singh… - Trends in plant …, 2016 - cell.com
Advances in automated and high-throughput imaging technologies have resulted in a
deluge of high-resolution images and sensor data of plants. However, extracting patterns …

Crop adaptation to climate change as a consequence of long-term breeding

RJ Snowdon, B Wittkop, TW Chen, A Stahl - Theoretical and Applied …, 2021 - Springer
Major global crops in high-yielding, temperate cropping regions are facing increasing
threats from the impact of climate change, particularly from drought and heat at critical …

Lights, camera, action: high-throughput plant phenotyping is ready for a close-up

N Fahlgren, MA Gehan, I Baxter - Current opinion in plant biology, 2015 - Elsevier
Highlights•State of high-throughput imaging technologies.•Highlights of Maker-type
phenotyping technologies.•Table of well-curated publically available high-throughput …

Unmanned aerial vehicles for high-throughput phenotyping and agronomic research

Y Shi, JA Thomasson, SC Murray, NA Pugh… - PloS one, 2016 - journals.plos.org
Advances in automation and data science have led agriculturists to seek real-time, high-
quality, high-volume crop data to accelerate crop improvement through breeding and to …

Effect of Soil pH on the Growth, Reproductive Investment and Pollen Allergenicity of Ambrosia artemisiifolia L.

R Gentili, R Ambrosini, C Montagnani… - Frontiers in plant …, 2018 - frontiersin.org
Despite the importance of soil reaction for alien plant establishment, few and incomplete
studies have included this key factor so far. In this study, we investigated the effects of soil …

Coping with drought: stress and adaptive responses in potato and perspectives for improvement

JE Obidiegwu, GJ Bryan, HG Jones… - Frontiers in plant …, 2015 - frontiersin.org
Potato (Solanum tuberosum L.) is often considered as a drought sensitive crop and its
sustainable production is threatened due to frequent drought episodes. There has been …

Inter‐tissue and inter‐organ signaling in drought stress response and phenotyping of drought tolerance

T Kuromori, M Fujita, F Takahashi… - The Plant …, 2022 - Wiley Online Library
Plant response to drought stress includes systems for intracellular regulation of gene
expression and signaling, as well as inter‐tissue and inter‐organ signaling, which helps …