Multispectral and thermal infrared data, visual scores for severity of common rust symptoms, and genotypic single nucleotide polymorphism data of three F2-derived biparental doubled-haploid maize populations

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cg.contributor.affiliationInternational Maize and Wheat Improvement Centeren_US
cg.contributor.affiliationUniversity Mohammed VI Polytechnicen_US
cg.contributor.affiliationUniversidad de Colimaen_US
cg.contributor.donorCGIAR Trust Funden_US
cg.contributor.donorBill & Melinda Gates Foundationen_US
cg.contributor.donorAccelerating Genetic Gains in Maize and Wheaten_US
cg.contributor.initiativeAccelerated Breedingen_US
cg.contributor.initiativeExcellence in Agronomyen_US
cg.creator.identifierAlexander Loladze: 0000-0001-6806-4295en_US
cg.creator.identifierFrancelino Rodrigues: 0000-0001-7273-2217en_US
cg.creator.identifierCesar Petroli: 0000-0003-0502-248Xen_US
cg.creator.identifierFelix San Vicente Garcia: 0000-0002-5988-3114en_US
cg.creator.identifierBruno Gerard: 0000-0002-1079-7493en_US
cg.creator.identifierOsval A. Montesinos-López: 0000-0002-3973-6547en_US
cg.creator.identifierJose Crossa: 0000-0001-9429-5855en_US
cg.creator.identifierJohannes Martini: 0000-0003-0628-6794en_US
cg.howPublishedFormally Publisheden_US
cg.identifier.doihttps://doi.org/10.1016/j.dib.2024.110300en_US
cg.identifier.urlhttps://hdl.handle.net/10883/23142en_US
cg.isijournalISI Journalen_US
cg.issn2352-3409en_US
cg.journalData in Briefen_US
cg.reviewStatusPeer Reviewen_US
cg.subject.actionAreaGenetic Innovationen_US
cg.subject.impactAreaClimate adaptation and mitigationen_US
dc.contributor.authorLoladze, Alexanderen_US
dc.contributor.authorRodrigues, Francelinoen_US
dc.contributor.authorPetroli, Cesaren_US
dc.contributor.authorMuñoz-Zavala, Carlosen_US
dc.contributor.authorNaranjo, Sergioen_US
dc.contributor.authorSan Vicente Garcia, Felix M.en_US
dc.contributor.authorGerard, Brunoen_US
dc.contributor.authorMontesinos-Lopez, Osval A.en_US
dc.contributor.authorCrossa, Joseen_US
dc.contributor.authorMartini, Johannes W.R.en_US
dc.date.accessioned2025-01-30T18:12:21Zen_US
dc.date.available2025-01-30T18:12:21Zen_US
dc.identifier.urihttps://hdl.handle.net/10568/172570en_US
dc.titleMultispectral and thermal infrared data, visual scores for severity of common rust symptoms, and genotypic single nucleotide polymorphism data of three F2-derived biparental doubled-haploid maize populationsen_US
dcterms.abstractThree F2-derived biparental doubled haploid (DH) maize populations were generated for genetic mapping of resistance to common rust. Each of the three populations has the same susceptible parent, but a different resistance donor parent. Population 1 and 3 consist of 320 lines each, population 2 consists of 260 lines. The DH lines were evaluated for their susceptibility to common rust in two years and with two replications in each year. For phenotyping, a visual score (VS) for susceptibility was assigned. Additionally, unmanned aerial vehicle (UAV) derived multispectral and thermal infrared data was recorded and combined in different vegetation indices (“remote sensing”, RS). The DH lines were genotyped with the DarTseq method, to obtain data on single nucleotide polymorphisms (SNPs). After quality control, 9051 markers remained. Missing values were “imputed” by the empirical mean of the marker scores of the respective locus. We used the data for comparison of genome-wide association studies and genomic prediction when based on different phenotyping methods, that is either VS or RS data. The data may be interesting for reuse for instance for benchmarking genomic prediction models, for phytopathological studies addressing common rust, or for specifications of vegetation indices.en_US
dcterms.accessRightsOpen Accessen_US
dcterms.available2024-03-09en_US
dcterms.bibliographicCitationLoladze, A., Rodrigues, F. A., Petroli, C. D., Muñoz-Zavala, C., Naranjo, S., San Vicente, F. M., Gerard, B., Montesinos-Lopez, O. A., Crossa, J., & Martini, J. W. R. (2024). Multispectral and thermal infrared data, visual scores for severity of common rust symptoms, and genotypic single nucleotide polymorphism data of three F2-derived biparental doubled-haploid maize populations. Data In Brief, 54, 110300. https://doi.org/10.1016/j.dib.2024.110300en_US
dcterms.issued2024-06en_US
dcterms.languageenen_US
dcterms.licenseCC-BY-4.0en_US
dcterms.publisherElsevieren_US
dcterms.subjectremote sensingen_US
dcterms.subjectunmanned aerial vehiclesen_US
dcterms.subjectgenome-wide association studiesen_US
dcterms.subjectgenomicsen_US
dcterms.subjectforecastingen_US
dcterms.subjectdisease resistanceen_US
dcterms.subjectbreedingen_US
dcterms.subjecthigh-throughput phenotypingen_US
dcterms.subjectmaizeen_US
dcterms.typeJournal Articleen_US

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