Soybean sudden death syndrome, SDS, Remote sensing, Satellite imagery, Machine learning, Random forest

Soybean sudden death syndrome is a disease of major economic importance in the North and South Americas regarding yield losses. Monitoring soybean health and detecting SDS at initial crop stages is essential to facilitate sustainable, environment-friendly, and cost-effective management practices in grower’s fields.