Metabolomics for plant improvement: status and prospects

R Kumar, A Bohra, AK Pandey, MK Pandey… - Frontiers in Plant …, 2017 - frontiersin.org
Post-genomics era has witnessed the development of cutting-edge technologies that have
offered cost-efficient and high-throughput ways for molecular characterization of the function …

Soybean yield formation physiology–a foundation for precision breeding based improvement

JT Vogel, W Liu, P Olhoft, SJ Crafts-Brandner… - Frontiers in plant …, 2021 - frontiersin.org
The continued improvement of crop yield is a fundamental driver in agriculture and is the
goal of both plant breeders and researchers. Plant breeders have been remarkably …

[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 …

Unoccupied aerial systems imagery for phenotyping in cotton, maize, soybean, and wheat breeding

AW Herr, A Adak, ME Carroll, D Elango, S Kar… - Crop …, 2023 - Wiley Online Library
High‐throughput phenotyping (HTP) with unoccupied aerial systems (UAS), consisting of
unoccupied aerial vehicles (UAV; or drones) and sensor (s), is an increasingly promising …

Soybean [Glycine max (L.) Merr.] Breeding: History, Improvement, Production and Future Opportunities

EJ Anderson, ML Ali, WD Beavis, P Chen… - Advances in plant …, 2019 - Springer
Abstract Soybean, Glycine max (L.) Merr., has been grown as a forage and as an important
protein and oil crop for thousands of years. Domestication, breeding improvements and …

Genetic architecture of soybean yield and agronomic traits

BW Diers, J Specht, KM Rainey… - G3: Genes …, 2018 - academic.oup.com
Soybean is the world's leading source of vegetable protein and demand for its seed
continues to grow. Breeders have successfully increased soybean yield, but the genetic …

[HTML][HTML] High-throughput field phenotyping of soybean: Spotting an ideotype

L Roth, C Barendregt, CA Bétrix, A Hund… - Remote Sensing of …, 2022 - Elsevier
Soybean is among the most important crops for food and feed production worldwide.
Sustainable and local production in regions with marginal climates requires cold-adapted …

Machine learning approach for prescriptive plant breeding

KA Parmley, RH Higgins, B Ganapathysubramanian… - Scientific reports, 2019 - nature.com
We explored the capability of fusing high dimensional phenotypic trait (phenomic) data with
a machine learning (ML) approach to provide plant breeders the tools to do both in-season …

Prediction of maize grain yield before maturity using improved temporal height estimates of unmanned aerial systems

SL Anderson, SC Murray, L Malambo… - The Plant Phenome …, 2019 - Wiley Online Library
Core Ideas UAS captured increased genetic variation compared with manual terminal
height. There were small significant differences in ground filtering methods to extract plant …

[HTML][HTML] Development of optimized phenomic predictors for efficient plant breeding decisions using phenomic-assisted selection in soybean

K Parmley, K Nagasubramanian, S Sarkar… - Plant …, 2019 - spj.science.org
The rate of advancement made in phenomic-assisted breeding methodologies has lagged
those of genomic-assisted techniques, which is now a critical component of mainstream …