Gabriel Araújo e Silva Ferraz

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Learning Models

Fold Cross Validation

Digital Terrain

Top Venues

Comput. Electron. Agric.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Lucas Santos Santana, Gabriel Araújo e Silva Ferraz, Mozarte Santos Santana, Nicole Lopes Bento, Josiane Maria da Silva, Rafael de Oliveira Faria
Residual Ash Mapping and Coffee Plant Development Based on Multispectral RPA Images. Remote. Sens. 16 (11) (2024)
Luana Mendes dos Santos, Gabriel Araújo e Silva Ferraz, Nicole Lopes Bento, Diego Bedin Marin, Giuseppe Rossi, Gianluca Bambi, Leonardo Conti
Use of Images Obtained by Remotely Piloted Aircraft and Random Forest for the Detection of Leaf Miner (Leucoptera coffeella) in Newly Planted Coffee Trees. Remote. Sens. 16 (4) (2024)
Lucas Santos Santana, Gabriel Araújo e Silva Ferraz, Diego Bedin Marin, Rafael de Oliveira Faria, Mozarte Santos Santana, Giuseppe Rossi, Enrico Palchetti
Digital Terrain Modelling by Remotely Piloted Aircraft: Optimization and Geometric Uncertainties in Precision Coffee Growing Projects. Remote. Sens. 14 (4) (2022)
Diego Bedin Marin, Gabriel Araújo e Silva Ferraz, Lucas Santos Santana, Brenon Diennevan de Souza Barbosa, Rafael Alexandre Pena Barata, Lucas Prado Osco, Ana Paula Marques Ramos, Paulo Henrique Sales Guimarães
Detecting coffee leaf rust with UAV-based vegetation indices and decision tree machine learning models. Comput. Electron. Agric. 190 (2021)
Brenon Diennevan de Souza Barbosa, Gabriel Araújo e Silva Ferraz, Luana Mendes dos Santos, Lucas Santos Santana, Diego Bedin Marin, Giuseppe Rossi, Leonardo Conti
Application of RGB Images Obtained by UAV in Coffee Farming. Remote. Sens. 13 (12) (2021)
Diego Bedin Marin, Gabriel Araújo e Silva Ferraz, Paulo Henrique Sales Guimarães, Felipe Schwerz, Lucas Santos Santana, Brenon Dienevam Souza Barbosa, Rafael Alexandre Pena Barata, Rafael de Oliveira Faria, Jessica Ellen Lima Dias, Leonardo Conti, Giuseppe Rossi
Remotely Piloted Aircraft and Random Forest in the Evaluation of the Spatial Variability of Foliar Nitrogen in Coffee Crop. Remote. Sens. 13 (8) (2021)
Luana Mendes dos Santos, Gabriel Araújo e Silva Ferraz, Brenon Diennevan de Souza Barbosa, Adriano Valentim Diotto, Marco Thulio Andrade, Leonardo Conti, Giuseppe Rossi
Determining the Leaf Area Index and Percentage of Area Covered by Coffee Crops Using UAV RGB Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)