FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4293907433> ?p ?o ?g. }

• W4293907433 endingPage "3356" @default.
• W4293907433 startingPage "3337" @default.
• W4293907433 abstract "Phenomic prediction of wheat grain yield and heading date in different multi-environmental trial scenarios is accurate. Modelling the genotype-by-environment interaction effect using phenomic data is a potentially low-cost complement to genomic prediction. The performance of wheat cultivars in multi-environmental trials (MET) is difficult to predict because of the genotype-by-environment interactions (G × E). Phenomic selection is supposed to be efficient for modelling the G × E effect because it accounts for non-additive effects. Here, phenomic data are near-infrared (NIR) spectra obtained from plant material. While phenomic selection has recently been shown to accurately predict wheat grain yield in single environments, its accuracy needs to be investigated for MET. We used four datasets from two winter wheat breeding programs to test and compare the predictive abilities of phenomic and genomic models for grain yield and heading date in different MET scenarios. We also compared different methods to model the G × E using different covariance matrices based on spectra. On average, phenomic and genomic prediction abilities are similar in all different MET scenarios. Better predictive abilities were obtained when G × E effects were modelled with NIR spectra than without them, and it was better to use all the spectra of all genotypes in all environments for modelling the G × E. To facilitate the implementation of phenomic prediction, we tested MET designs where the NIR spectra were measured only on the genotype-environment combinations phenotyped for the target trait. Missing spectra were predicted with a weighted multivariate ridge regression. Intermediate predictive abilities for grain yield were obtained in a sparse testing scenario and for new genotypes, which shows that phenomic selection is an efficient and practicable prediction method for dealing with G × E." @default.
• W4293907433 created "2022-09-01" @default.
• W4293907433 creator A5002970680 @default.
• W4293907433 creator A5005899389 @default.
• W4293907433 creator A5015717880 @default.
• W4293907433 creator A5025868218 @default.
• W4293907433 creator A5039626957 @default.
• W4293907433 creator A5045787823 @default.
• W4293907433 creator A5060397971 @default.
• W4293907433 creator A5068568901 @default.
• W4293907433 creator A5068865263 @default.
• W4293907433 creator A5075690910 @default.
• W4293907433 creator A5085552292 @default.
• W4293907433 date "2022-08-08" @default.
• W4293907433 modified "2023-10-12" @default.
• W4293907433 title "Phenomic selection in wheat breeding: prediction of the genotype-by-environment interaction in multi-environment breeding trials" @default.
• W4293907433 cites W1928998639 @default.
• W4293907433 cites W1970149620 @default.
• W4293907433 cites W1976575447 @default.
• W4293907433 cites W1979982458 @default.
• W4293907433 cites W1980986733 @default.
• W4293907433 cites W2003470522 @default.
• W4293907433 cites W2008183088 @default.
• W4293907433 cites W2009813581 @default.
• W4293907433 cites W2019485080 @default.
• W4293907433 cites W2030126026 @default.
• W4293907433 cites W2030718898 @default.
• W4293907433 cites W2033670977 @default.
• W4293907433 cites W2047769598 @default.
• W4293907433 cites W2064013109 @default.
• W4293907433 cites W2074043148 @default.
• W4293907433 cites W2088486634 @default.
• W4293907433 cites W2091798987 @default.
• W4293907433 cites W2097360283 @default.
• W4293907433 cites W2109349581 @default.
• W4293907433 cites W2114044285 @default.
• W4293907433 cites W2127843966 @default.
• W4293907433 cites W2130244527 @default.
• W4293907433 cites W2130434665 @default.
• W4293907433 cites W2151391832 @default.
• W4293907433 cites W2153508247 @default.
• W4293907433 cites W2154522026 @default.
• W4293907433 cites W2164050502 @default.
• W4293907433 cites W2168952261 @default.
• W4293907433 cites W2171250718 @default.
• W4293907433 cites W2274610644 @default.
• W4293907433 cites W2339629119 @default.
• W4293907433 cites W2414852797 @default.
• W4293907433 cites W2434319803 @default.
• W4293907433 cites W2517643515 @default.
• W4293907433 cites W2523473862 @default.
• W4293907433 cites W2549029187 @default.
• W4293907433 cites W2605144985 @default.
• W4293907433 cites W2610324315 @default.
• W4293907433 cites W2611530529 @default.
• W4293907433 cites W2623985197 @default.
• W4293907433 cites W2626365918 @default.
• W4293907433 cites W2735058096 @default.
• W4293907433 cites W2740104414 @default.
• W4293907433 cites W2759431633 @default.
• W4293907433 cites W2767698227 @default.
• W4293907433 cites W2785291720 @default.
• W4293907433 cites W2923478849 @default.
• W4293907433 cites W2940511043 @default.
• W4293907433 cites W2951831261 @default.
• W4293907433 cites W2952277607 @default.
• W4293907433 cites W2964699024 @default.
• W4293907433 cites W2976857870 @default.
• W4293907433 cites W2981528944 @default.
• W4293907433 cites W3015700750 @default.
• W4293907433 cites W3034043436 @default.
• W4293907433 cites W3036452724 @default.
• W4293907433 cites W3042780372 @default.
• W4293907433 cites W3126082126 @default.
• W4293907433 cites W3129428231 @default.
• W4293907433 cites W3215748870 @default.
• W4293907433 cites W4200398454 @default.
• W4293907433 cites W4205139899 @default.
• W4293907433 cites W4225097450 @default.
• W4293907433 cites W4293907433 @default.
• W4293907433 cites W4294541781 @default.
• W4293907433 doi "https://doi.org/10.1007/s00122-022-04170-4" @default.
• W4293907433 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35939074" @default.
• W4293907433 hasPublicationYear "2022" @default.
• W4293907433 type Work @default.
• W4293907433 citedByCount "2" @default.
• W4293907433 countsByYear W42939074332022 @default.
• W4293907433 countsByYear W42939074332023 @default.
• W4293907433 crossrefType "journal-article" @default.
• W4293907433 hasAuthorship W4293907433A5002970680 @default.
• W4293907433 hasAuthorship W4293907433A5005899389 @default.
• W4293907433 hasAuthorship W4293907433A5015717880 @default.
• W4293907433 hasAuthorship W4293907433A5025868218 @default.
• W4293907433 hasAuthorship W4293907433A5039626957 @default.
• W4293907433 hasAuthorship W4293907433A5045787823 @default.
• W4293907433 hasAuthorship W4293907433A5060397971 @default.
• W4293907433 hasAuthorship W4293907433A5068568901 @default.
• W4293907433 hasAuthorship W4293907433A5068865263 @default.

• next