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A novel transfer learning framework for sorghum biomass prediction using UAV-based remote sensing data and genetic markers

Yield for biofuel crops is measured in terms of biomass, so measurements throughout the growing season are crucial in breeding programs, yet traditionally time- and labor-consuming since they involve destructive sampling. Modern remote sensing platforms, such as unmanned aerial vehicles (UAVs), can...

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Detalles Bibliográficos
Autores principales: Wang, Taojun, Crawford, Melba M., Tuinstra, Mitchell R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126475/
https://www.ncbi.nlm.nih.gov/pubmed/37113602
http://dx.doi.org/10.3389/fpls.2023.1138479