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Pablo de Sousa Arantes

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Open access 2026

Determination of full maturity in soybean using machine-learning models and UAV imagery

Abstract This study proposes a machine-learning approach to predict soybean maturity using climatic variables and unmanned aerial vehicle (UAV) data, focusing on Brazilian high-altitude tropical conditions. The objective was to evaluate and compare different models for predicting days to full maturity, first using clim...

Pablo de Sousa Arantes, A. T. Bruzi, Marcelo Araújo Junqueira Ferraz et al. · 0 citations

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