Optimizing genomic-enabled prediction in small-scale maize hybrid breeding programs: a roadmap review
R Fritsche-Neto, G Galli, KLR Borges… - Frontiers in Plant …, 2021 - frontiersin.org
The usefulness of genomic prediction (GP) for many animal and plant breeding programs
has been highlighted for many studies in the last 20 years. In maize breeding programs …
has been highlighted for many studies in the last 20 years. In maize breeding programs …
Does the definition of a novel environment affect the ability to detect cryptic genetic variation?
CL Riley, V Oostra, SJ Plaistow - Journal of Evolutionary Biology, 2023 - academic.oup.com
Anthropogenic change exposes populations to environments that have been rare or entirely
absent from their evolutionary past. Such novel environments are hypothesized to release …
absent from their evolutionary past. Such novel environments are hypothesized to release …
The combining ability of extra-early maturing quality protein maize (Zea mays) inbred lines and the performance of their hybrids in Striga-infested and low-nitrogen …
G Okunlola, B Badu-Apraku, O Ariyo… - Frontiers in Sustainable …, 2023 - frontiersin.org
Maize production in sub-Saharan Africa (SSA) faces challenges due to the damage caused
by the parasitic weed, Striga hermonthica (Del.) Benths and low soil nitrogen. To address …
by the parasitic weed, Striga hermonthica (Del.) Benths and low soil nitrogen. To address …
An assessment of the factors influencing the prediction accuracy of genomic prediction models across multiple environments
The effects of climate change create formidable challenges for breeders striving to produce
sufficient food quantities in rapidly changing environments. It is therefore critical to …
sufficient food quantities in rapidly changing environments. It is therefore critical to …
Utilizing genomic prediction to boost hybrid performance in a sweet corn breeding program
MA Peixoto, KA Leach, D Jarquin, P Flannery… - Frontiers in Plant …, 2024 - frontiersin.org
Sweet corn breeding programs, like field corn, focus on the development of elite inbred lines
to produce commercial hybrids. For this reason, genomic selection models can help the in …
to produce commercial hybrids. For this reason, genomic selection models can help the in …
Mega-environment analysis to assess adaptability, stability, and genomic predictions in grain sorghum hybrids
Multi-environment trials (MET) are fundamental for assessing genotype-by-environment
interaction (GxE) effects, adaptability and stability of genotypes and provide valuable …
interaction (GxE) effects, adaptability and stability of genotypes and provide valuable …
Assessing the agronomic potential of sorghum B‐lines using genomic prediction
In hybrid sorghum breeding, basic agronomic traits, such as days to flowering and plant
height, of sorghum seed parents must be within a specific range for hybrid seed production …
height, of sorghum seed parents must be within a specific range for hybrid seed production …
Automated machine learning: a case study of genomic “image-based” prediction in maize hybrids
Machine learning methods such as multilayer perceptrons (MLP) and Convolutional Neural
Networks (CNN) have emerged as promising methods for genomic prediction (GP). In this …
Networks (CNN) have emerged as promising methods for genomic prediction (GP). In this …
[HTML][HTML] Genotype by Environment Interaction and Stability Analysis for Grain Yield in White Seeded Tef [Eragrostis tef (zucc.)Trotter] Genotypes in Western Oromia …
G Chemeda, N Bakala - Plant, 2024 - eurjpm.org
Abstract Tef [Eragrostis tef (Zucc.) Trotter L.] is a most important cereal crop in Ethiopia in
terms of production, consumption and cash. The study was carried out to investigate grain …
terms of production, consumption and cash. The study was carried out to investigate grain …
Population Genomics of Maize
MPM Resende, AJC Filho, AM Antunes… - … Genomics: Crop Plants, 2022 - Springer
One of the most explored crop plants in genomics studies is maize (Zea mays L.). It has
served as a model for developing and incorporating biotechnology and genomics …
served as a model for developing and incorporating biotechnology and genomics …