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 …
goal of both plant breeders and researchers. Plant breeders have been remarkably …
Unoccupied aerial systems imagery for phenotyping in cotton, maize, soybean, and wheat breeding
High‐throughput phenotyping (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 …
Integrating high-throughput phenotyping and statistical genomic methods to genetically improve longitudinal traits in crops
The rapid development of remote sensing in agronomic research allows the dynamic nature
of longitudinal traits to be adequately described, which may enhance the genetic …
of longitudinal traits to be adequately described, which may enhance the genetic …
Prospectus of genomic selection and phenomics in cereal, legume and oilseed breeding programs
The last decade witnessed an unprecedented increase in the adoption of genomic selection
(GS) and phenomics tools in plant breeding programs, especially in major cereal crops. GS …
(GS) and phenomics tools in plant breeding programs, especially in major cereal crops. GS …
Improving the efficiency of soybean breeding with high-throughput canopy phenotyping
Background In the early stages of plant breeding programs high-quality phenotypes are still
a constraint to improve genetic gain. New field-based high-throughput phenotyping (HTP) …
a constraint to improve genetic gain. New field-based high-throughput phenotyping (HTP) …
Association between unmanned aerial vehicle high‐throughput canopy phenotyping and soybean yield
CR Casagrande, GC Sant'ana, AR Meda… - Agronomy …, 2022 - Wiley Online Library
Identifying agronomic traits correlated to grain yield can be very useful for soybean [Glycine
max (L.) Merr.] breeding, especially if these traits can be measured through unmanned …
max (L.) Merr.] breeding, especially if these traits can be measured through unmanned …
Canopy coverage phenotyping and field spatial variability adjustment as an efficient selection tool in soybean breeding
Accurate estimation of grain yield potential in soybean [Glycine max (L.) Merr.] progeny rows
(PRs) by measuring yield itself is challenging due to the small number of seeds available. To …
(PRs) by measuring yield itself is challenging due to the small number of seeds available. To …
Optimization of temporal UAS‐based imagery analysis to estimate plant maturity date for soybean breeding
Estimating the date of maturity of soybean breeding field plots is necessary for breeding line
characterization and for informing yield comparisons among varieties. The main drawback of …
characterization and for informing yield comparisons among varieties. The main drawback of …
Comparing artificial‐intelligence techniques with state‐of‐the‐art parametric prediction models for predicting soybean traits
Abstract Soybean [Glycine max (L.) Merr.] is a significant source of protein and oil and is also
widely used as animal feed. Thus, developing lines that are superior in terms of yield …
widely used as animal feed. Thus, developing lines that are superior in terms of yield …
Branch angle and leaflet shape are associated with canopy coverage in soybean
KS Virdi, S Sreekanta, A Dobbels, A Haaning… - The Plant …, 2023 - Wiley Online Library
Early canopy coverage is a desirable trait that is a major determinant of yield in soybean
(Glycine max). Variation in traits comprising shoot architecture can influence canopy …
(Glycine max). Variation in traits comprising shoot architecture can influence canopy …