CIMMYT Research Data & Software Repository Network

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Contributor Name: CGIAR Research Program on Wheat (WHEAT) Author Name: Singh, Ravi Contributor Name: CGIAR Subject: Agricultural Sciences

1 to 10 of 66 Results

Dataset / Software Supplemental data for hybrid wheat prediction using genomic, pedigree and environmental covariables interaction models Sep 21, 2018 - CIMMYT Research Data Basnet, Bhoja Raj; Crossa, José; Pérez-Rodríguez, Paulino; Manes, Yann; Singh, Ravi ; Rosyara, Umesh; Camarillo-Castillo, Fatima; Murua, Mercedes, 2018, "Supplemental data for hybrid wheat prediction using genomic, pedigree and environmental covariables interaction models", hdl:11529/10548129, CIMMYT Research Data & Software Repository Network, V1 Genomic prediction of hybrids unobserved in field evaluations is crucial. In this study, we used genomic G×E models for hybrid prediction, where similarity between lines was assessed by pedigree and molecular markers, and similarity between environments was accounted for by envir...
Dataset / Software New deep learning genomic prediction model for multi-traits with mixed binary, ordinal, and continuous phenotypes Oct 22, 2018 - CIMMYT Research Data Montesinos-López, Osval A ; Martín-Vallejo, Javier; Crossa, Jose; Gianola, Daniel ; Hernández-Suárez, Carlos M.; Montesinos-López, Abelardo; Juliana, Philomin; Singh, Ravi, 2018, "New deep learning genomic prediction model for multi-traits with mixed binary, ordinal, and continuous phenotypes", hdl:11529/10548140, CIMMYT Research Data & Software Repository Network, V1 The seven data sets are wheat data from CIMMYT Global Wheat Breeding program. They comprise different traits, like days to heading, days to maturity, grain yield, grain color, different type of leaf and stripe rust in wheat. Also the trials were run in different environments.
Dataset / Software A Bayesian genomic multi-output regressor stacking model for predicting multi-trait multi-environment plant breeding data 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 50th International Bread Wheat Screening Nursery Nov 6, 2018 - CIMMYT Research Data Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2018, "50th International Bread Wheat Screening Nursery", hdl:11529/10548147, CIMMYT Research Data & Software Repository Network, V1 The International Bread Wheat Screening Nursery (IBWSN) is designed to rapidly assess a large number of advanced generation (F3-F7) lines of spring bread wheat under Mega-environment 1 (ME1) which represents diversity for a wide range of latitudes, climates, daylengths, fertility...
Dataset / Software 49th International Bread Wheat Screening Nursery Nov 8, 2018 - CIMMYT Research Data Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2018, "49th International Bread Wheat Screening Nursery", hdl:11529/10548040, CIMMYT Research Data & Software Repository Network, V3 The International Bread Wheat Screening Nursery (IBWSN) is designed to rapidly assess a large number of advanced generation (F3-F7) lines of spring bread wheat under Mega-environment 1 (ME1) which represents diversity for a wide range of latitudes, climates, daylengths, fertility...
Dataset / Software 30th Elite Selection Wheat Yield Trial Feb 6, 2019 - CIMMYT Research Data Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "30th Elite Selection Wheat Yield Trial", hdl:11529/10404, CIMMYT Research Data & Software Repository Network, V2 The Elite Selection Wheat Yield Trial (ESWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to Mega-environment 1 (ME1) which represents the optimally irrigated, low rainfall areas. Major stresses include leaf, stem and yellow...
Dataset / Software 1st to 28th Elite Selection Wheat Yield Trial Feb 6, 2019 - CIMMYT Research Data Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "1st to 28th Elite Selection Wheat Yield Trial", hdl:11529/10893, CIMMYT Research Data & Software Repository Network, V2 The Elite Selection Wheat Yield Trial (ESWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to Mega-environment 1 (ME1) which represents the optimally irrigated, low rainfall areas. Major stresses include leaf, stem and yellow...
Dataset / Software 31st Elite Selection Wheat Yield Trial Feb 6, 2019 - CIMMYT Research Data Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "31st Elite Selection Wheat Yield Trial", hdl:11529/10400, CIMMYT Research Data & Software Repository Network, V2 The Elite Selection Wheat Yield Trial (ESWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to Mega-environment 1 (ME1) which represents the optimally irrigated, low rainfall areas. Major stresses include leaf, stem and yellow...
Dataset / Software 32nd Elite Selection Wheat Yield Trial Feb 6, 2019 - CIMMYT Research Data Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "32nd Elite Selection Wheat Yield Trial", hdl:11529/10401, CIMMYT Research Data & Software Repository Network, V4 The Elite Selection Wheat Yield Trial (ESWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to Mega-environment 1 (ME1) which represents the optimally irrigated, low rainfall areas. Major stresses include leaf, stem and yellow...
Dataset / Software 33rd Elite Selection Wheat Yield Trial Feb 6, 2019 - CIMMYT Research Data Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "33rd Elite Selection Wheat Yield Trial", hdl:11529/10402, CIMMYT Research Data & Software Repository Network, V2 The Elite Selection Wheat Yield Trial (ESWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to Mega-environment 1 (ME1) which represents the optimally irrigated, low rainfall areas. Major stresses include leaf, stem and yellow...

Dataset / Software

Supplemental data for hybrid wheat prediction using genomic, pedigree and environmental covariables interaction models

Sep 21, 2018 - CIMMYT Research Data

Basnet, Bhoja Raj; Crossa, José; Pérez-Rodríguez, Paulino; Manes, Yann; Singh, Ravi ; Rosyara, Umesh; Camarillo-Castillo, Fatima; Murua, Mercedes, 2018, "Supplemental data for hybrid wheat prediction using genomic, pedigree and environmental covariables interaction models", hdl:11529/10548129, CIMMYT Research Data & Software Repository Network, V1

Genomic prediction of hybrids unobserved in field evaluations is crucial. In this study, we used genomic G×E models for hybrid prediction, where similarity between lines was assessed by pedigree and molecular markers, and similarity between environments was accounted for by envir...

Dataset / Software

New deep learning genomic prediction model for multi-traits with mixed binary, ordinal, and continuous phenotypes

Oct 22, 2018 - CIMMYT Research Data

Montesinos-López, Osval A ; Martín-Vallejo, Javier; Crossa, Jose; Gianola, Daniel ; Hernández-Suárez, Carlos M.; Montesinos-López, Abelardo; Juliana, Philomin; Singh, Ravi, 2018, "New deep learning genomic prediction model for multi-traits with mixed binary, ordinal, and continuous phenotypes", hdl:11529/10548140, CIMMYT Research Data & Software Repository Network, V1

The seven data sets are wheat data from CIMMYT Global Wheat Breeding program. They comprise different traits, like days to heading, days to maturity, grain yield, grain color, different type of leaf and stripe rust in wheat. Also the trials were run in different environments.

Dataset / Software

A Bayesian genomic multi-output regressor stacking model for predicting multi-trait multi-environment plant breeding data

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

50th International Bread Wheat Screening Nursery

Nov 6, 2018 - CIMMYT Research Data

Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2018, "50th International Bread Wheat Screening Nursery", hdl:11529/10548147, CIMMYT Research Data & Software Repository Network, V1

The International Bread Wheat Screening Nursery (IBWSN) is designed to rapidly assess a large number of advanced generation (F3-F7) lines of spring bread wheat under Mega-environment 1 (ME1) which represents diversity for a wide range of latitudes, climates, daylengths, fertility...

Dataset / Software

49th International Bread Wheat Screening Nursery

Nov 8, 2018 - CIMMYT Research Data

Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2018, "49th International Bread Wheat Screening Nursery", hdl:11529/10548040, CIMMYT Research Data & Software Repository Network, V3

Dataset / Software

30th Elite Selection Wheat Yield Trial

Feb 6, 2019 - CIMMYT Research Data

Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "30th Elite Selection Wheat Yield Trial", hdl:11529/10404, CIMMYT Research Data & Software Repository Network, V2

The Elite Selection Wheat Yield Trial (ESWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to Mega-environment 1 (ME1) which represents the optimally irrigated, low rainfall areas. Major stresses include leaf, stem and yellow...

Dataset / Software

1st to 28th Elite Selection Wheat Yield Trial

Feb 6, 2019 - CIMMYT Research Data

Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "1st to 28th Elite Selection Wheat Yield Trial", hdl:11529/10893, CIMMYT Research Data & Software Repository Network, V2

Dataset / Software

31st Elite Selection Wheat Yield Trial

Feb 6, 2019 - CIMMYT Research Data

Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "31st Elite Selection Wheat Yield Trial", hdl:11529/10400, CIMMYT Research Data & Software Repository Network, V2

Dataset / Software

32nd Elite Selection Wheat Yield Trial

Feb 6, 2019 - CIMMYT Research Data

Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "32nd Elite Selection Wheat Yield Trial", hdl:11529/10401, CIMMYT Research Data & Software Repository Network, V4

Dataset / Software

33rd Elite Selection Wheat Yield Trial

Feb 6, 2019 - CIMMYT Research Data

Global Wheat Program; IWIN Collaborators; Singh, Ravi; Payne, Thomas, 2017, "33rd Elite Selection Wheat Yield Trial", hdl:11529/10402, CIMMYT Research Data & Software Repository Network, V2

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