Ejemplares similares: Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software
- Machine learning algorithms translate big data into predictive breeding accuracy
- EnvRtype: a software to interplay enviromics and quantitative genomics in agriculture
- Envirome-wide associations enhance multi-year genome-based prediction of historical wheat breeding data
- A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding
- Deep learning methods improve genomic prediction of wheat breeding
- Enviromic assembly increases accuracy and reduces costs of the genomic prediction for yield plasticity in maize
Autor: Crossa, José
- Near-infrared spectroscopy to predict provitamin A carotenoids content in maize
- EnvRtype: a software to interplay enviromics and quantitative genomics in agriculture
- Deep learning methods improve genomic prediction of wheat breeding
- Status of implementation new tools and technologies in the GMP- EA-PP1 Africa breeding pipeline
- Author Correction: Enhanced radiation use efficiency and grain filling rate as the main drivers of grain yield genetic gains in the CIMMYT elite spring wheat yield trial
- Genetic analyses of tropical maize lines under artificial infestation of fall armyworm and foliar diseases under optimum conditions
Autor: Martini, Johannes W.R.
- Enhancing wheat genomic prediction by a hybrid kernel approach
- Modeling within and between sub-genomes epistasis of synthetic hexaploid wheat for genome-enabled prediction of diseases
- Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software
- 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
- Machine learning algorithms translate big data into predictive breeding accuracy
- Use of remote sensing for linkage mapping and genomic prediction for common rust resistance in maize