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54 datasets found
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Replication Data for: Genomic Prediction of Gene Bank Wheat Landraces N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaGenomic prediction methods may be used to enhance efforts to rapidly introgress traits of interest from exotic germplasm into elite materials. This study examined the performance of different genomic prediction models using genotypic and phenotypic data related to 8416 Mexican landrace accessions and 2403 Iranian landrace accessions stored in germplasm...Created January 20, 2025 • Updated January 20, 2025 -
CIMMYT Eastern Africa Maize Regional On-Station (Stage 4) and On-Farm (Stage ... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across Eastern Africa and similar agro-ecological zones. Following rigorous trialing and a stage-gate advancement process and culminating...Created January 20, 2025 • Updated January 20, 2025 -
CIMMYT-Asia Maize Regional On-Station (Stage 4) and On-Farm (Stage 5) Trials... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across rainfed lowland tropics of South Asia and similar agro-ecological zones. Following a rigorous trialing and a stage-gate advancement...Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: Use of Remote Sensing for Genome-Wide Association Studi... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaDisease resistance improvement efforts in plant breeding can help to reduce the negative impact of biotic stresses on crop production.Disease resistance can be assessed through a labor-intensive process of assigning visual scores (VS) of susceptibility (or resistance) by specially trained staff. Remote sensing (RS) tools can also be used to measure traits...Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: Multimodal Deep Learning Methods Enhance Genomic Predic... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaIn plant breeding research, several statistical machine learning methods have been developed and studied for assessing the genomic prediction (GP) accuracy of unobserved phenotypes. To increase the GP accuracy of unobserved phenotypes while simultaneously accounting for the complexity of genotype × environment interaction (GE), deep learning (DL) neural...Created January 20, 2025 • Updated January 20, 2025 -
CIMMYT Southern Africa Maize Regional On-Station (Stage 4) and On-Farm (Stage... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across Southern Africa and similar agro-ecological zones. Following a rigorous trialing and a stage-gate advancement process culminating in...Created January 20, 2025 • Updated January 20, 2025 -
Extract from the Results of the 2005 regional trials coordinated by CIMMYT: E... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaIn 2004 and 2005 CIMMYT organized Regional Trials to evaluate early-maturing (EPOP05) and intermediate- to late-maturing (ILPOP05) open-pollinated varieties (OPVs) across eastern and Southern Africa. Phenotypic data are provided in this dataset. These trials were conducted through a network of partners, including NARS and private seed companies, in...Created January 20, 2025 • Updated January 20, 2025 -
Extract from the Results of the CIMMYT Maize Eastern Africa 2019 On-station T... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaPhenotypic data collected in 2019 Stage 4 and 2020 Stage 5 trials for CIMMYT maize hybrid JH1104 as well as information about the trial sites are provided in this dataset. These trials were conducted through a network of partners, including NARS and private seed companies in Eastern Africa under various management and environmental conditions.Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: Low-density reference fingerprinting SNP dataset of CIM... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaCIMMYT develops and distributes elite tropical CIMMYT maize lines (CMLs) for use around the world. This dataset contains genotypic profiles for all 615 of the CML lines released by 2022 and fourteen temperate maize inbred lines. All lines were genotyped with 180 kompetitive allele-specific PCR (KASP) markers. These data were used to generate a reference...Created January 20, 2025 • Updated January 20, 2025 -
2022 CIMMYT Maize Latin America Product Announcement for Product Profile LA-P... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across Latin America and similar agro-ecological zones. Following a rigorous trialing and a stage-gate advancement process culminating in...Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: Optimizing sparse testing for genomic prediction of pla... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaIn plant breeding, sparse testing methods have been suggested to improve the efficiency of the genomic selection methodology. The data provided in this dataset were used to evaluate four methods for allocating lines to environments for sparse testing in multi-environment trials. The analysis was conducted using a multi-trait and uni-trait framework. The...Created January 20, 2025 • Updated January 20, 2025 -
2018 CIMMYT Maize Latin America Product Announcement for Product Profile LA-P... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across Latin America and similar agro-ecological zones. Following a rigorous trialing and a stage-gate advancement process culminating in...Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: Sparse multi-trait genomic prediction under incomplete ... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThe efficiency of genomic selection methodologies can be increased by sparse testing where a subset of materials are evaluated in different environments. Seven different multi-environment plant breeding datasets were used to evaluate four different methods for allocating lines to environments in a multi-trait genomic prediction problem. The results of the...Created January 20, 2025 • Updated January 20, 2025 -
2022 CIMMYT Maize South Asia Product Announcement N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across South Asia and similar agro-ecological zones. Following a rigorous trialing and a stage-gate advancement process culminating in the...Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: Modeling genotype × environment interaction for single ... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaGenomic prediction (GP) can be used in the breeding of polysomic polyploid plant species. Different models can be used to generate the genomic prediction including single trait and multi-trait models. The data provided in this dataset were used to investigate the accuracy of four different genomic prediction models use for several traits in potato. The...Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: A comparison between three machine learning methods for... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaGenomic selection (GS) provides a new way for plant breeders select the best genotype. It draws upon historical phenotypic and genotypic information for training a statistical machine learning model which is used for predicting phenotypic (or breeding) values of new lines for which only genotypic information is available. Many statistical machine learning...Created January 20, 2025 • Updated January 20, 2025 -
Replication Data for: Multi-trait genome prediction of new environments with ... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaThe genomic selection (GS) methodology has revolutionized plant breeding. This methodology makes predictions for genotyped candidate lines based on statistical machine learning algorithms that are trained with phenotypic and genotypic data of a reference population. GS can save significant resources in the selection of candidate individuals. However,...Created January 20, 2025 • Updated January 20, 2025 -
2022 CIMMYT Maize Latin America Product Announcement for Product Profile LA-P... N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across Latin America and similar agro-ecological zones. Following a rigorous trialing and a stage-gate advancement process culminating in...Created January 20, 2025 • Updated January 20, 2025 -
2022 CIMMYT Maize Eastern Africa Product Profile 3 Product Announcement N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across upper altitudes of Eastern Africa and similar agro-ecologies in other regions. Following a rigorous trialing and a stage-gate...Created January 20, 2025 • Updated January 20, 2025 -
2022 CIMMYT Maize Eastern Africa Product Profile 1A (PP1A) Product Announcement N3 | TTL | RDF/XML | JSON-LD
CIMMYT EthiopiaNew and improved maize hybrids, developed by the CIMMYT Global Maize Program, are available for uptake by public and private sector partners, especially those interested in marketing or disseminating hybrid maize seed across Eastern Africa and similar agro-ecologies in other regions. Each year, CIMMYT’s Global Maize Program conducts regional on-station...Created January 20, 2025 • Updated January 20, 2025
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