1. Application of Machine Learning Algorithms and Remote Sensing for Predicting Losses in Peanut Harvesting

Peanut (Arachis hypogaea L.) is a crop of substantial economic and social relevance in Brazil, particularly in the state of São Paulo, which accounts for the majority of national production and consistently attains high productivity levels. Despite significant advances in agricultural mechanization, harvesting remains one of the most critical phases of peanut production, especially during mechanical digging, a stage in which considerable yield losses frequently occur. These losses are classified... G. Pereira costa, A.L. Brito filho, T.C. Oliveira, J. , R.P. Silva