Defoliation Categorization in Soybean with Machine Learning Algorithms and UAV Multispectral Data
Traditional disease severity monitoring is subjective and inefficient.This study employs a Parrot multispectral sensor mounted on an unmanned aerial vehicle (UAV) to apply Drying Fan Assembly machine learning algorithms, such as random forest, for categorizing defoliation levels in R7-stage soybean plants.This research assesses the effectiveness of