Year Awarded 2024
FFAR award amount $448,491
Total award amount $448,491
Location Fayetteville, AR
Grantee Institution University of Arkansas
Plant breeding and improved agriculture practices have increased crops’ yields and nutrition, but severe weather events threaten crop losses and food insecurity. The current genomic prediction models that plant breeders use to develop crops that can withstand weather stresses struggle to make accurate predictions about future weather conditions. To address this, Fernandes is developing machine-learning genomic prediction models that directly integrate crop growth models, which include plant physiology and environmental interactions. The genomic model and crop growth model will inform each other to generate enhanced yield predictions across current and potential future weather scenarios.