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1 to 10 of 93 Results
Dataset / Software
Oct 26, 2018 - CIMMYT Research Data
Montesinos-López, Osval A ; Montesinos-López, Abelardo; Crossa, Jose; Cuevas, Jaime; Montesinos-López, José Cricelio; Gutiérrez, Zitlalli Salas; Lillemo, Morten; Juliana, Philomin; Singh, Ravi, 2018, "A Bayesian genomic multi-output regressor stacking model for predicting multi-trait multi-environment plant breeding data", hdl:11529/10548141, CIMMYT Research Data & Software Repository Network, V1
A new statistical model is presented for genomic prediction on maize and wheat data comprising multi-trait, multi-environment data.
Dataset / Software
Apr 26, 2017 - CIMMYT Research Data
Montesinos-Lopez, Osval A.; Montesinos-Lopez, Abelardo; Crossa, Jose; Montesinos-Lopez, Jose Cricelio; Luna-Vazquez, Francisco Javier; Salinas, Josafhat, 2017, "A variational Bayes genomic-enabled prediction model with genotype × environment interaction", hdl:11529/10907, CIMMYT Research Data & Software Repository Network, V2
Dataset / Software
Mar 1, 2017 - CIMMYT Seeds of Discovery
Hearne, Sarah; Chen, Jiafa; Petroli, Cesar; Kilian, Andrzej, 2016, "CIMMYT Maize Line (CML) SNPs Generated Using DArTseq Genotyping", hdl:11529/10431, CIMMYT Research Data & Software Repository Network, V4
This set of genotypic data was used for the analyses described in the paper: Chen J, Zavala C, Ortega N, Petroli C, Franco J, Burgueño J, et al. (2016) The Development of Quality Control Genotyping Approaches: A Case Study Using Elite Maize Lines. PLoS ONE 11(6): e0157236. doi:10...
Dataset / Software
Jul 13, 2016 - CIMMYT Research Data
Zhang, Xuecai; Olsen, Michael, 2016, "CIMMYT Maize Line genotypic profiles generated through genotyping-by-sequencing", hdl:11529/10423, CIMMYT Research Data & Software Repository Network, V1
CIMMYT Maize Lines (CMLs) are the elite inbred lines released by CIMMYT to collaborators around the world and to the general puiblic each year. Genetic fingerprints of 538 CML lines were generated by genotyping-by-sequencing at the Genomic Diversity Facility at Cornell University...
Dataset / Software
Jul 18, 2019 - CIMMYT Research Data
Cuevas, Jaime; Montesinos-López, Osval A; Juliana, Philomin; Pérez-Rodríguez, Paulino; Burgueño, Juan; Guzman, Carlos; Montesinos-López, Abelardo; Crossa, Jose, 2019, "Deep kernel of genomic and near infrared predictions in multi-environment breeding trials", hdl:11529/10548180, CIMMYT Research Data & Software Repository Network, V4
In genomic prediction deep learning artificial neural network are part of machine learning methods that incorporate parametric, non-parametric and semi-parametric statistical models. Kernel methods are seeing more flexible, and easier to interpret than neural networks. Kernel met...
Dataset / Software
Dec 19, 2018 - CIMMYT Seeds of Discovery
Molnar, Terence; Trachsel, Samuel; Burgueño, Juan; Sifuentes Ibarra, Ernesto; Vidal, Victor A.; Macías Cervantes, Jaime, 2018, "Evaluation of Maize Landraces for Drought Tolerance in 2015", hdl:11529/2177350, CIMMYT Research Data & Software Repository Network, V2
Maize landraces were evaluated for drought tolerance in three locations in 2015.
Dataset / Software
Jul 11, 2016 - CIMMYT Research Data
Crossa, Jose; Pérez-Rodriguez, Paulino; de los Campos, Gustavo; Burgueño, Juan; Roorkiwal, Manish; Montesinos-Lopez, Osval; Beyene, Yoseph; Pandey, Manish K.; Singh, Vikas K.; Jarquín, Diego; Zhang, Xuecai; Rutkoski, Jessica; Singh, Ravi; Varshney, Rajeev K., 2016, "Genomic Selection in Plant Breeding: Advances and Perspectives", hdl:11529/10687, CIMMYT Research Data & Software Repository Network, V1
Dataset / Software
Feb 16, 2017 - CIMMYT Research Data
Bandeira e Sousa, Massaine; Cuevas, Jaime; Oliveira Couto, Evellyn Giselly de; Pérez-Rodríguez, Paulino; Jarquín, Diego; Fritsche-Neto, Roberto; Burgueño, Juan; Crossa, Jose, 2017, "Genomic-enabled prediction in maize using kernel models with genotype × environment interaction", hdl:11529/10887, CIMMYT Research Data & Software Repository Network, V1
Dataset / Software
Jun 28, 2017 - CIMMYT Research Data
The Genomics and Genebank Workshop Planning Committee; Payne, Thomas; Hearne, Sarah; Abberton, Michael; Wenzl, Peter; Bramel, Paula; Ellis, Dave, 2017, "Genomics and Genebank Workshop on the use of genotypic data to rationalize genebank collections: diversity gaps and duplicates", hdl:11529/10939, CIMMYT Research Data & Software Repository Network, V3
Genotyping and re-sequencing are among a suite of tools used to enable rapid and cost-effective tool to study genetic diversity. This workshop will explore its use in the genetic curation of accessi ons within and between collection(s). With such information across global collect...
Dataset / Software
May 12, 2017 - CIMMYT Research Data
Torres Flores, Jose Luis; Garcia, Beatriz Mendoza; Boddupalli, Maruthi Prasanna; Alvarado, Gregorio; San Vicente, Felix M.; Crossa, Jose, 2017, "Grain yield and stability of white early hybrids in the highland valleys of Mexico", hdl:11529/10934, CIMMYT Research Data & Software Repository Network, V2
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