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 …

High-throughput phenotyping for crop improvement in the genomics era

RR Mir, M Reynolds, F Pinto, MA Khan, MA Bhat - Plant Science, 2019 - Elsevier
Tremendous progress has been made with continually expanding genomics technologies to
unravel and understand crop genomes. However, the impact of genomics data on crop …

Next-generation breeding strategies for climate-ready crops

A Razzaq, P Kaur, N Akhter, SH Wani… - Frontiers in Plant …, 2021 - frontiersin.org
Climate change is a threat to global food security due to the reduction of crop productivity
around the globe. Food security is a matter of concern for stakeholders and policymakers as …

VIGS goes viral: how VIGS transforms our understanding of plant science

C Rössner, D Lotz, A Becker - Annual Review of Plant Biology, 2022 - annualreviews.org
Virus-induced gene silencing (VIGS) has developed into an indispensable approach to
gene function analysis in a wide array of species, many of which are not amenable to stable …

Accelerating climate resilient plant breeding by applying next-generation artificial intelligence

AL Harfouche, DA Jacobson, D Kainer, JC Romero… - Trends in …, 2019 - cell.com
Breeding crops for high yield and superior adaptability to new and variable climates is
imperative to ensure continued food security, biomass production, and ecosystem services …

Single-molecule sequencing and optical mapping yields an improved genome of woodland strawberry (Fragaria vesca) with chromosome-scale contiguity

PP Edger, R VanBuren, M Colle, TJ Poorten… - …, 2018 - academic.oup.com
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …

[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 …

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
Plant height (PH) is an essential trait in maize (Zea mays) that is tightly associated with
planting density, biomass, lodging resistance, and grain yield in the field. Dissecting the …

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
With increasing demand for novel traits in crop breeding, the plant research community
faces the challenge of quantitatively analyzing the structure and function of large numbers of …