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1 to 10 of 120 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
Nov 9, 2018 - CIMMYT Research Data
Granato, Italo; Cuevas, Jaime; Luna, Francisco; Crossa, José; Burgueño, Juan; Fritsche-Neto, Roberto, 2018, "BGGE: A new package for genomic prediction incorporating genotype by environments models", hdl:11529/10548107, CIMMYT Research Data & Software Repository Network, V5
One of the major issues in plant breeding is the occurrence of genotype by environment (GE) interaction. Several models have been created to understand this phenomenon and explore it by selecting the most stable genotypes. In the genomic era, several models were employed to simul...
Dataset / Software
Sep 23, 2015 - CIMMYT Research Data
Erenstein, Olaf; Kassie, Girma T.; Langyintuo, Augustine; Mwangi, Wilfred, 2015, "Characterization of maize producing households in drought prone regions of Eastern Africa", hdl:11529/10133, CIMMYT Research Data & Software Repository Network, V4
Agriculture in eastern Africa is predominantly rainfed and maize is a major food crop, primarily produced for home consumption and the market by small-scale family farms. The study characterized farm households in the drought prone maize growing areas of eastern Africa synthesizi...
Dataset / Software
Sep 21, 2015 - CIMMYT Research Data
Kassie, Girma T.; Erenstein, Olaf; Mwangi, Wilfred; La Rovere, Roberto; Setimela, Peter; Langyintuo, Augustine, 2015, "Characterization of maize production in southern africa: synthesis of CIMMYT/DTMA household level farming system surveys in Angola, Malawi, Mozambique, Zambia and Zimbabwe", hdl:11529/10134, CIMMYT Research Data & Software Repository Network, V4
This report presents the synthesis of household level surveys in five intervention countries (Angola, Malawi, Mozambique, Zambia, and Zimbabwe) of the Drought Tolerant Maize for Africa (DTMA) project designed and implemented by the International Maize and Wheat Improvement Center...
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
Sep 6, 2017 - CIMMYT Research Data
Kai Sonder; Guillaume Chaume; Urs Schulthess, 2017, "FAO-SIAC Estimating CA adoption in Guanajuato (Municipality of Valle de Santiago, Jaral del Progreso), Mexico (calibration sites)", hdl:11529/11064, CIMMYT Research Data & Software Repository Network, V1
Use of remote sensing based radar images for zero tillage detection in Guanajuato (Municipality of Valle de Santiago, Jaral del Progreso), Mexico.
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