Johannes W. R. Martini

Centro Internacional de Mejoramiento de Maíz Y Trigo — Mexico

Biochemistry, Genetics and Molecular Biology · Life Sciences

18h-index1.4kcitations64works14.42yr avg
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Research Topics

Genetic Mapping and Diversity in Plants and Animals(34), Genetic and phenotypic traits in livestock(32), Genetics and Plant Breeding(30), Protein Structure and Dynamics(9), Computational Drug Discovery Methods(7)

Publications64 total

Comparing statistical ‘phenomic prediction’ models for remote-sensing-based phenotyping of maize susceptibility to common rust
Plant Phenomics·2025Open Access
Enhancing wheat genomic prediction by a hybrid kernel approach
Frontiers in Plant Science·2025· 4 citedOpen Access
Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software
Trends in Plant Science·2025· 34 citedOpen Access
Machine learning algorithms translate big data into predictive breeding accuracy
Trends in Plant Science·2024· 56 citedOpen Access
Genomic prediction of synthetic hexaploid wheat upon tetraploid <i>durum</i> and diploid <i>Aegilops</i> parental pools
The Plant Genome·2024· 2 citedOpen Access
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·2024· 2 citedOpen Access
Modeling within and between Sub-Genomes Epistasis of Synthetic Hexaploid Wheat for Genome-Enabled Prediction of Diseases
Genes·2024· 7 citedOpen Access
Use of remote sensing for linkage mapping and genomic prediction for common rust resistance in maize
Field Crops Research·2024· 10 citedOpen Access
Editorial: Genomic Selection: Lessons Learned and Perspectives
Frontiers in Plant Science·2022· 2 citedOpen Access
Genome and Environment Based Prediction Models and Methods of Complex Traits Incorporating Genotype × Environment Interaction
Methods in molecular biology·2022· 60 citedOpen Access
Mainstreaming Grain Zinc and Iron Concentrations in CIMMYT Wheat Breeding
2022· 1 cited
Incorporating Omics Data in Genomic Prediction
Methods in molecular biology·2022· 3 cited
Theory and Practice of Phenotypic and Genomic Selection Indices
2022Open Access
A Comparison of the Adoption of Genomic Selection Across Different Breeding Institutions
Frontiers in Plant Science·2021· 15 citedOpen Access
Sparse designs for genomic selection using multi-environment data
2021
Strengthening Public Breeding Pipelines by Emphasizing Quantitative Genetics Principles and Open Source Data Management
Frontiers in Plant Science·2021· 18 citedOpen Access
Opportunities and Challenges of Predictive Approaches for Harnessing the Potential of Genetic Resources
Frontiers in Plant Science·2021· 14 citedOpen Access
Accounting for epistasis improves genomic prediction of phenotypes with univariate and bivariate models across environments
Theoretical and Applied Genetics·2021· 26 citedOpen Access
Accounting for epistasis improves genomic prediction of phenotypes with univariate and bivariate models across environments
2021· 2 citedOpen Access
Replication Data for: A Bayesian Linear Phenotypic Selection Index to Predict the Net Genetic Merit
2021
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Frequent Co-authors

José Crossa(17), Paulino Pérez‐Rodríguez(10), Henner Simianer(9), Jaime Cuevas(9), Valentin Wimmer(8), Osval A. Montesinos‐López(7), Ning Gao(5), Fernando Toledo(5), Susanne Dreisigacker(5), Martin Schlather(5), Morten Lillemo(4), Leonardo Crespo‐Herrera(4), Michael Habeck(4), G. Matthias Ullmann(4), Abelardo Montesinos‐López(3), Diego Jarquín(3), R. J. C. Cantet(3), Germano Costa‐Neto(3), Roberto Fritsche‐Neto(3), Rodomiro Ortíz(3)