Crop breeding for a changing climate in the Pannonian region: towards integration of modern phenotyping tools
Abstract The Pannonian Plain, as the most productive region of Southeast Europe, has a
long tradition of agronomic production as well as agronomic research and plant breeding …
long tradition of agronomic production as well as agronomic research and plant breeding …
Genomic selection for end-use quality and processing traits in soft white winter wheat breeding program with machine and deep learning models
Simple Summary Wheat (Triticum aestivum L.) breeding programs mainly focus on
improving grain yield, biotic and abiotic stress tolerance, and end-use quality traits. End-use …
improving grain yield, biotic and abiotic stress tolerance, and end-use quality traits. End-use …
Predictor bias in genomic and phenomic selection
HG Dallinger, F Löschenberger, H Bistrich… - Theoretical and Applied …, 2023 - Springer
Key message NIRS of wheat grains as phenomic predictors for grain yield show inflated
prediction ability and are biased toward grain protein content. Abstract Estimating the …
prediction ability and are biased toward grain protein content. Abstract Estimating the …
Developing core marker sets for effective genomic-assisted selection in wheat and barley breeding programs
G Ishikawa, H Sakai, N Mizuno, E Solovieva… - Breeding …, 2022 - jstage.jst.go.jp
Wheat (Triticum aestivum L.) and barley (Hordeum vulgare L.) are widely cultivated
temperate crops. In breeding programs with these crops in Japan, effective genomic …
temperate crops. In breeding programs with these crops in Japan, effective genomic …
[HTML][HTML] Assessment of cold tolerance traits of Wheat cultivars using RGB images
MH Lee, J Baek, KM Kim, KH Kim… - Korean Society of …, 2022 - koreabreedjournal.org
Low-temperature damage at the seedling stage is one of the most significant natural
obstacles to wheat's growth. In domestic wheat breeding programs, the selection of cold …
obstacles to wheat's growth. In domestic wheat breeding programs, the selection of cold …
Evaluation of Genomic Selection Methods for Wheat Quality Traits in Biparental Populations Indicates Inclination towards Parsimonious Solutions
Breeding for end-use quality traits is often challenging since their assessment requires
larger quantities of grain and flour samples, which are usually not available early in the …
larger quantities of grain and flour samples, which are usually not available early in the …
Analysis of Genomic Selection Methodology in Wheat Using Machine Learning and Deep Learning
V Sinha, S Desai - … on Information and Communication Technology for …, 2023 - Springer
Genomic Selection (GS) is instrumental in advancing the breeding cycles, increasing
genetic gains and identifying traits that can help in improving qualities like disease …
genetic gains and identifying traits that can help in improving qualities like disease …
Genomic Selection-Driven Wheat Breeding for Superior Genetic Gains: Status Quo and Future Steps
K Krishna, S Chavan, K Jagadeesh, T Niranjan… - Advances in Wheat …, 2024 - Springer
Conventional breeding approaches rely on phenotypic selection, which is a crucial phase in
crop breeding. Breeders have been able to make use of molecular markers to aid in …
crop breeding. Breeders have been able to make use of molecular markers to aid in …
From Data to Performance: Leveraging Sparse Testing with Genomic Selection for Wheat (Triticum aestivum L.) Breeding
JCI Ignacio - 2023 - search.proquest.com
Breeders have increasingly adopted genomic selection (GS) and sparse testing as methods
to improve genetic gains and reduce field testing costs in early-stage trials. However, the …
to improve genetic gains and reduce field testing costs in early-stage trials. However, the …
[PDF][PDF] CHAPTER FIVE: Genomic Selection for End-Use Quality and Processing Traits in Soft White Winter Wheat Breeding Program with Machine and Deep Learning …
KS Sandhu, M Aoun, CF Morris… - … GENETIC GAIN IN A …, 2021 - researchgate.net
Breeding for grain yield, biotic and abiotic stress resistance, and end-use quality are
important goals of wheat breeding programs. Screening for end-use quality traits is usually …
important goals of wheat breeding programs. Screening for end-use quality traits is usually …