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Prediction of Maize Phenotypic Traits With Genomic and Environmental Predictors Using Gradient Boosting Frameworks

The development of crop varieties with stable performance in future environmental conditions represents a critical challenge in the context of climate change. Environmental data collected at the field level, such as soil and climatic information, can be relevant to improve predictive ability in geno...

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Detalles Bibliográficos
Autores principales: Westhues, Cathy C., Mahone, Gregory S., da Silva, Sofia, Thorwarth, Patrick, Schmidt, Malthe, Richter, Jan-Christoph, Simianer, Henner, Beissinger, Timothy M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647909/
https://www.ncbi.nlm.nih.gov/pubmed/34880880
http://dx.doi.org/10.3389/fpls.2021.699589