Automated, image-based disease measurement for phenotyping resistance to soybean frogeye leaf spot.

Samuel C McDonaldJames BuckZenglu Li

Published in: Plant methods (2022)

Image analysis provides improved resolution over conventional methods of frogeye leaf spot disease phenotyping. This method can improve the precision and resolution of phenotyping frogeye leaf spot, which can be used in genetic mapping to identify QTLs for crop genetic resistance and in breeding efforts for resistance to the disease.

Keyphrases

high throughput
deep learning
machine learning
climate change
copy number
dna methylation
quality improvement
high density