Brenon Diennevan Souza Barbosa

Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models

Diego Bedin Marin, Gabriel Araújo e Silva Ferraz, Lucas Santos Santana et al. · Computers and Electronics in Agriculture · 2021 · 77 citations

Precision Agriculture, Environmental Monitoring, Engineering +13

RGB vegetation indices applied to grass monitoring: a qualitative analysis

Brenon Diennevan Souza Barbosa, Gabriel Araújo e Silva Ferraz, Léa Maria Cappelletti Gonçalves et al. · Florence Research (University of Florence) · 2019 · 69 citations · Full text

UAV-based coffee yield prediction utilizing feature selection and deep learning

Brenon Diennevan Souza Barbosa, Gabriel Araújo e Silva Ferraz, Lucas Costa et al. · Smart Agricultural Technology · 2021 · 63 citations · Full text

Precision Agriculture, Engineering, Machine Learning +19

Biophysical parameters of coffee crop estimated by UAV RGB images

Luana Mendes dos Santos, Gabriel Araújo e Silva Ferraz, Brenon Diennevan Souza Barbosa et al. · Precision Agriculture · 2020 · 43 citations

Agricultural Engineering, Precision Agriculture, Environmental Monitoring +8

Application of RGB Images Obtained by UAV in Coffee Farming

Brenon Diennevan Souza Barbosa, Gabriel Araújo e Silva Ferraz, Luana Mendes dos Santos et al. · Remote Sensing · 2021 · 41 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +20