AIMC Topic: Plant Breeding

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Challenges for FAIR-compliant description and comparison of crop phenotype data with standardized controlled vocabularies.

Database : the journal of biological databases and curation May 15, 2021
Crop phenotypic data underpin many pre-breeding efforts to characterize variation within germplasm collections. Although there has been an increase in the global capacity for accumulating and comparing such data, a lack of consistency in the systemat...
Phenotype Metadata Biological Ontologies Vocabulary, Controlled Plant Breeding
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Applications of Machine Learning Methods to Genomic Selection in Breeding Wheat for Rust Resistance.

The plant genome Jul 1, 2018
New methods and algorithms are being developed for predicting untested phenotypes in schemes commonly used in genomic selection (GS). The prediction of disease resistance in GS has its own peculiarities: a) there is consensus about the additive natur...
Neural Networks, Computer Machine Learning Genomics Models, Genetic Support Vector Machine Triticum Plant Diseases Linear Models Basidiomycota Disease Resistance Genome, Plant Plant Breeding
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