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[HTML][HTML] Advanced high-throughput plant phenoty** techniques for genome-wide association studies: A review
Q ** in cotton, maize, soybean, and wheat breeding
High‐throughput phenoty** (HTP) with unoccupied aerial systems (UAS), consisting of
unoccupied aerial vehicles (UAV; or drones) and sensor (s), is an increasingly promising …
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 …
protein and oil crop for thousands of years. Domestication, breeding improvements and …
Machine learning approach for prescriptive plant breeding
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 …
a machine learning (ML) approach to provide plant breeders the tools to do both in-season …
Genetic architecture of soybean yield and agronomic traits
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 …
continues to grow. Breeders have successfully increased soybean yield, but the genetic …
[HTML][HTML] High-throughput field phenoty** of soybean: Spotting an ideotype
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 …
Sustainable and local production in regions with marginal climates requires cold-adapted …
Prediction of maize grain yield before maturity using improved temporal height estimates of unmanned aerial systems
Core Ideas UAS captured increased genetic variation compared with manual terminal
height. There were small significant differences in ground filtering methods to extract plant …
height. There were small significant differences in ground filtering methods to extract plant …
Phenomic data-driven biological prediction of maize through field-based high-throughput phenoty** integration with genomic data
High-throughput phenoty** (HTP) has expanded the dimensionality of data in plant
research; however, HTP has resulted in few novel biological discoveries to date. Field …
research; however, HTP has resulted in few novel biological discoveries to date. Field …