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524 datasets found
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A Bayesian genomic multi-output regressor stacking model for predicting multi... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaA new statistical model is presented for genomic prediction on maize and wheat data comprising multi-trait, multi-environment data.Created January 20, 2025 • Updated January 20, 2025 -
New deep learning genomic prediction model for multi-traits with mixed binary... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThe 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.Created January 20, 2025 • Updated January 20, 2025 -
Supplemental Materials for The Relative Efficiency of Three Constrained Multi... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThis dataset provides supplemental information related to an investigation of constrained multistage linear phenotypic selection indices.Created January 20, 2025 • Updated January 20, 2025 -
25th Semi-Arid Wheat Yield Trial N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThe Semi-Arid Wheat Yield Trial (SAWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to low rainfall, drought prone environments typically receiving less than 500 mm of water available during the cropping cycle. The combination of water-use efficiency and water responsive broad adaptation plus yield...Created January 20, 2025 • Updated January 20, 2025 -
Supplemental data for multi-trait, multi-environment deep learning modeling f... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThis study provides supplemental data to support an investigation of the power of multi-trait deep learning (MTDL) models in terms of genomic-enabled prediction accuracy.Created January 20, 2025 • Updated January 20, 2025 -
Supplemental data for hybrid wheat prediction using genomic, pedigree and env... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaGenomic 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 environmental covariables.Created January 20, 2025 • Updated January 20, 2025 -
IWYP64 - HiBAP 35k Wheat Breeders Array Genotyping N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaGenotyping of HiBAP using 35K Wheat breeders array, containing 9267 markers.Created January 20, 2025 • Updated January 20, 2025 -
Use of hyperspectral reflectance-derived relationship matrices for genomic pr... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaGenomic, pedigree, grain yield and hyperspectral data for the manuscriptCreated January 20, 2025 • Updated January 20, 2025 -
Deep learning genomic-enabled prediction of plant traits N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaMachine learning (ML) is a field of computer science that uses statistical techniques to give computer systems the ability to "learn" (i.e., progressively improve performance on a specific task) from data, without being explicitly programmed to do this. ML is closely related to (and often overlaps with) computational statistics, which also focuses on...Created January 20, 2025 • Updated January 20, 2025 -
Green house and field evaluation of transgenic wheat overexpressing AVP1, NAS... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaPhenotypic and climate/environment data collected for IWYP39 field and glasshouse trials conducted in 2017 by the Unversity of Adelaide, South Australia. Rainfall data for the field trial was collected at Glenthorne Farm, O'Halloran Hill, South Australia and reported by Martin Carson. Climate data provided for the field trial was collected at the Adelaide...Created January 20, 2025 • Updated January 20, 2025 -
Discovery of variants in the parental lines grown in the hybrid crossing bloc... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaGenotyping-by-sequencing (GBS) data, variant calls and Single Nucleotide Polymorphism (SNP) calls of parental lines grown in the hybrid crossing block in 2017.Created January 20, 2025 • Updated January 20, 2025 -
Determination of allelic variation in TaVP and TaPSTOL1 genes in 135 bread wh... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaSequence capture data from the project IWYP39 investigating allelic variation in TaVP and TaPSTOL1 genes in 135 bread wheat and 22 durum wheat lines. Datasets also describe the sequence of the genes for different members of the gene families in bread and durum wheat.Created January 20, 2025 • Updated January 20, 2025 -
15th High Temperature Wheat Yield Trial N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaCIMMYT annually distributes improved germplasm developed by its researchers and partners in international nurseries trials and experiments. The High Temperature Wheat Yield Trial (HTWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to Mega-environment 1 (ME1) which represents high temperature areas.Created January 20, 2025 • Updated January 20, 2025 -
28th High Rainfall Wheat Screening Nursery N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaCIMMYT annually distributes improved germplasm developed by its researchers and partners in international nurseries trials and experiments. The High Rainfall Wheat Screening Nursery (HRWSN) contains spring bread wheat (Triticum aestivum) germplasm adapted to high rainfall areas (Mega-environment 2).Created January 20, 2025 • Updated January 20, 2025 -
27th High Rainfall Wheat Screening Nursery N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaCIMMYT annually distributes improved germplasm developed by its researchers and partners in international nurseries trials and experiments. The High Rainfall Wheat Screening Nursery (HRWSN) contains spring bread wheat (Triticum aestivum) germplasm adapted to high rainfall areas (Mega-environment 2).Created January 20, 2025 • Updated January 20, 2025 -
Program and sample data for SASHAYDIALL: A SAS Program for Hayman’s Diallel A... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaSASHAYDIALL is a code written in SAS to perform diallel analysis according to the method of Hayman (1954). The SASHAYDIALL program was written in SAS/IML and runs in SAS version 9.0 or higher. The SASHAYDIALL program requires an input ‘csv’ format data file that has replication, parent 1, parent 2, and the trait of interest for a single site experiment....Created January 20, 2025 • Updated January 20, 2025 -
24th Semi-Arid Wheat Yield Trial N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThe Semi-Arid Wheat Yield Trial (SAWYT) is a replicated yield trial that contains spring bread wheat (Triticum aestivum) germplasm adapted to low rainfall, drought prone environments typically receiving less than 500 mm of water available during the cropping cycle. The combination of water-use efficiency and water responsive broad adaptation plus yield...Created January 20, 2025 • Updated January 20, 2025 -
37th Elite Selection Wheat Yield Trial N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThe 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 rusts, Karnal bunt, and lodging. Representative areas include the Gangetic...Created January 20, 2025 • Updated January 20, 2025 -
49th International Bread Wheat Screening Nursery N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThe 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 conditions, water management, and (most importantly) disease conditions. The...Created January 20, 2025 • Updated January 20, 2025 -
49th International Durum Yield Nursery N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaInternational Durum Yield Nurseries are replicated yield trials designed to measure the yield potential and adaptation of superior CIMMYT-bred spring durum wheat germplasm that have been developed from tests conducted under irrigation and induced stressed cropping conditions in northwest Mexico. These materials have been subjected to numerous diseases...Created January 20, 2025 • Updated January 20, 2025
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