Modeling grain biochemical composition traits of commercial sorghum hybrids under diverse management practices
This study highlights the role of genotype × management interactions in sorghum breeding and demonstrates the value of integrating ML-driven models to enhance grain quality and precision agriculture strategies.
Authors
- N. A. Ahmed (ORCID: https://orcid.org/0009-0005-5600-0856)
- Marie De Gracia Coquerel (ORCID: https://orcid.org/0000-0001-7426-8892)
- Boubacar Gano (ORCID: https://orcid.org/0000-0002-1395-2436)
- Nadia Shakoor
- Nathaniel Eck
- J.R. Stanton
- Jocelyn Saxton (ORCID: https://orcid.org/0009-0007-4994-5389)
- Kamaranga H. S. Peiris
- Scott R. Bean
Institutions
- Donald Danforth Plant Science Center (US)
- Center for Grain and Animal Health Research (US)
Publication Details
- Journal
- Frontiers in Plant Science
- Published
- 2026-02-16
- DOI
- https://doi.org/10.3389/fpls.2026.1768456
- Primary Topic
- Genetic Mapping and Diversity in Plants and Animals
- Type
- article
- Field-Weighted Citation Impact
- 0.00