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Genomic resources in plant breeding for sustainable agriculture 

Thudi, M.; Palakurthi, R.; Schnable, J.C.; Annapurna Chitikineni; Dreisigacker, S.; Mace, E.; Rakesh Kumar Srivastava; Satyavathi, C.T.; Odeny, D.A.; Vijay Tiwari; Hon-Ming Lam; Yan-Bin Hong; Singh, V.K.; Guowei Li; Yunbi Xu; Xiao-Ping Chen; Kaila, S.; Nguyen, H.T.; Sivasankar, S.; Jackson, S.A.; Close, T.J.; Wan Shubo; Varshney, R.K. (Elsevier, 2021)
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Genome-wide association study and genomic prediction of Fusarium ear rot resistance in tropical maize germplasm 

Yubo Liu; Guanghui Hu; Ao Zhang; Loladze, A.; Yingxiong Hu; Hui Wang; Jingtao Qu; Zhang, X.; Olsen, M.; San Vicente, F.M.; Crossa, J.; Feng Lin; Prasanna, B.M. (Elsevier, 2020)
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Enhancing hybrid prediction in pearl millet using genomic and/or multi-environment phenotypic information of inbreds 

Jarquín, D.; Howard, R.; Zhikai Liang; Shashi K. Gupta; Schnable, J.C.; Crossa, J. (Frontiers Media, 2020)
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Maximum a posteriori Threshold Genomic Prediction model for ordinal traits 

Montesinos-López, A.; Gutierrez-Pulido, H.; Montesinos-Lopez, O.A.; Crossa, J. (Genetics Society of America, 2020)
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Incorporation of parental phenotypic data into multi‐omic models improves prediction of yield‐related traits in hybrid rice 

Yang Xu; Yue Zhao; Xin Wang; Ying Ma; Pengcheng Li; Zefeng Yang; Zhang, X.; Chenwu Xu; Shizhong Xu (Wiley, 2020)
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Incorporating genome-wide association mapping results into genomic prediction models for grain yield and yield stability in CIMMYT spring bread wheat 

Sehgal, D.; Rosyara, U.; Mondal, S.; Singh, R.P.; Poland, J.A.; Dreisigacker, S. (Frontiers, 2020)
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A multivariate Poisson deep learning model for genomic prediction of count data 

Montesinos-Lopez, O.A.; Montesinos-Lopez, J.C.; Singh, P.K.; Lozano-Ramirez, N.; Barrón-López, A.; Montesinos-Lopez, A.; Crossa, J. (Genetics Society of America, 2020)
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Origin specific genomic selection: a simple process to optimize the favorable contribution of parents to progeny 

Chin Jian Yang; Sharma, R.; Gorjanc, G.; Hearne, S.; Powell, W.; Mackay, I. (Genetics Society of America, 2020)
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A bayesian poisson-lognormal model for count data for multiple-trait multiple-environment genomic-enabled prediction 

Montesinos-Lopez, O.A.; Montesinos-López, A.; Crossa, J.; Toledo, F.H.; Montesinos-López, J.C.; Singh, P.K.; Juliana, P.; Salinas Ruiz. J. (Genetics Society of America, 2017)
When a plant scientist wishes to make genomic-enabled predictions of multiple traits measured in multiple individuals in multiple environments, the most common strategy for performing the analysis is to use a single trait ...
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The use of unbalanced historical data for genomic selection in an international wheat breeding program 

Dawson, J.C.; Endelman, J.B.; Heslot, N.; Crossa, J.; Poland, J.; Dreisigacker, S.; Manes, Y.; Sorrells, M.E.; Jean-Luc Jannink (Elsevier, 2013)
Genomic selection (GS) offers breeders the possibility of using historic data and unbalanced breeding trials to form training populations for predicting the performance of new lines. However, when using datasets that are ...
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Author
Crossa, J. (22)Montesinos-Lopez, Osval Antonio (10)Singh, R.P. (10)Burgueño, J. (9)Poland, Jesse (8)Pérez-Rodríguez, Paulino (8)Dreisigacker, S. (7)Rutkoski, Jessica (6)ZHANG, XUECAI (6)Montesinos-López, A. (5)... View More
Date Issued
2021 (2)2020 (9)2019 (4)2018 (8)2017 (4)2016 (5)2015 (4)2014 (3)2013 (2)
Type
Article (39)Presentation (1)
Agrovoc
MARKER-ASSISTED SELECTION (17)GENOMICS (14)BAYESIAN THEORY (10)STATISTICAL METHODS (10)WHEAT (10)ARTIFICIAL SELECTION (9)PLANT BREEDING (9)MAIZE (8)GENOTYPE ENVIRONMENT INTERACTION (7)DATA ANALYSIS (5)... View More
Keywords
Genomic Selection (41)
GenPred (17)Shared Data Resources (17)Genomic Prediction (7)Wheat Breeding (4)Deep Learning (3)GBLUP (3)Support Vector Machine (3)Association Mapping (2)Best Linear Unbiased Prediction (2)... View More


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