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Gabriel Araújo e Silva Ferraz

federal university of lavras

20H-index
201Paper Count
1.5KCitation Count
Published Papers 49
Publication Date
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Aerial Phenotyping of Coffee Flowering Using Deep Learning for Early Yield Prediction
errPlants-Basel
IF4.1
err2026-10-03
err0
errOAAI
errElias Horácio Zavala; Gabriel Araújo e Silva Ferraz; Felipe Andrés Obando Vega; Mirian de Lourdes Oliveira; Milene Alves de Figueiredo Carvalho; Samuel Henrique Braga da Cunha; Andrea Pagliai; Daniele Sarri
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errSave
Mapping Frost Damage in Coffee Plantations Using RPA (Remotely Piloted Aircraft)-Mounted LiDAR (Light Detection and Ranging) Structural Metrics
errHorticulturae
IF3
err2026-09-15
err0
errOAAI
errAmara Lana Valim Abreu; Gabriel Araújo e Silva Ferraz; Laila Luana Campos; Rosalra Maria Alves de Morais; Rafael de Oliveira Faria; Giuseppe Rossi; Matteo Barbari
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errSave
Understanding the microenvironment for dairy cows within an open Compost-Bedded Pack Barn in southeastern Brazil: Temporal and spatial behaviour during winter and summer
errBiosystems Engineering
IF5.3
err2026-07-01
err0
PREAI
errOliveira, Carlos Eduardo Alves; Tinoco, Ilda de Fatima Ferreira; Mariano, Tulio Souza; de Sousa, Fernanda Campos; Andrade, Rafaella Resende; Damasceno, Flavio Alves; Ferraz, Gabriel Araujo e Silva; Barbari, Matteo
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Economic Impact of Semi-Mechanized Transplanting If Coffee Farming: Comparison of Operational Costs Between Conventional Systems and Systems with Autopilot and Time Updates
errAgriEngineering
IF3
err2026-05-02
err0
errOAAI
errRosalra Maria Alves de Morais; Gabriel Araújo e Silva Ferraz; Rafael de Oliveira Faria; Mirian de Lourdes Oliveira; Arthur Correia de Noronha
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errSave
Enhanced Non-Invasive Estimation of Pig Body Weight in Growth Stage Based on Computer Vision
errAgriEngineering
IF3
err2026-04-28
err0
errOAAI
errFranck Morais de Oliveira; Verónica González Cadavid; Jairo Alexander Osorio Saraz; Felipe Andrés Obando Vega; Gabriel Araújo e Silva Ferraz; Patrícia Ferreira Ponciano Ferraz
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errSave
A UAV-Based System for Validating a Backward Lagrangian Stochastic Model in a Dairy Cattle Farm
errSensors
IF3.5
err2026-03-03
err0
errOAAI
errAlessio Mattia; Valentina Becciolini; Leonardo Conti; Marco Merlini; Patricia Ferreira Ponciano Ferraz; Gabriel Araújo e Silva Ferraz; Jacqueline Cardoso Ferreira; Franck Morais de Oliveira; Giuseppe Rossi
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Remote Sensing of Nematode Stress in Coffee: UAV-Based Multispectral and Thermal Imaging Approaches
errAgriEngineering
IF3
err2026-01-25
err0
errOAAI
errDaniele de Brum; Gabriel Araújo e Silva Ferraz; Luana Mendes dos Santos; Felipe Augusto Fernandes; Marco Antonio Zanella; Patrícia Ferreira Ponciano Ferraz; Willian César Terra; Vicente Paulo Campos; Thieres George Freire da Silva; Ênio Farias de França e Silva; Alexsandro Oliveira da Silva
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Predicting Wheat Yield by Spectral Indices and Multivariate Analysis in Direct and Conventional Sowing Systems
errAgronomy 2025, Vol. 15, Page 2625
IF0
err2025-11-18
err0
errOAAI
errDiana Carolina Polanía-Montiel; Santiago Velasquez Rubio; Edna Jeraldy Suarez Cardozo; Gabriel Araújo e Silva Ferraz; Luis Manuel Navas-Gracia
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errSave
Remotely Piloted Aircraft Spraying in Coffee Cultivation: Effects of Two Spraying Systems on Drop Deposition
errAgriEngineering 2025, Vol. 7, Page 379
IF3
err2025-11-08
err0
errOAAI
errAldir Carpes Marques Filho; Lucas Santos Santana; Gabriel Araújo e Silva Ferraz; Rafael de Oliveria Faria; Adisa Jamiu Saka; Josiane Maria da Silva; Mozart Santos Santana; Henrique Canestri Rafael; Anderson Barbosa Evaristo; Sérgio Macedo Silva; Felipe Oliveira e Silva
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Integration of Field Data and UAV Imagery for Coffee Yield Modeling Using Machine Learning
errDrones 2025, Vol. 9, Page 717
IF0
err2025-10-16
err0
errOAAI
errSthéfany Airane dos Santos Silva; Gabriel Araújo e Silva Ferraz; Vanessa Castro Figueiredo; Margarete Marin Lordelo Volpato; Danton Diego Ferreira; Marley Lamounier Machado; Fernando Elias de Melo Borges; Leonardo Conti
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Analysis of Sprinkler Irrigation Uniformity via Multispectral Data from RPAs
errENG
IF2.4
err2025-10-06
err0
errOAAI
errSantana, Lucas Santos; Dos Santos, Lucas Gabryel Maciel; Da Silva, Josiane Maria; Caldeira, Luiz Alves; Lopes, Marcos David Dos Santos; Da Rocha, Hermes Soares; Batista, Paulo Sergio Cardoso; Ferraz, Gabriel Araujo E. Silva
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Monitoring the recovery of frost-damaged coffee plants by remotely piloted aircraft
errPrecision Agriculture
IF6.6
err2025-07-22
err0
PREAI
errGislayne Farias Valente; Gabriel Araújo Silva e Ferraz; Felipe Schwerz; Felipe Augusto Fernandes; Rafael de Oliveira Faria; Paulo Mazzafera
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Plant Height and Soil Compaction in Coffee Crops Based on LiDAR and RGB Sensors Carried by Remotely Piloted Aircraft
errREMOTE SENSING
IF4.1
err2025-04-17
err0
errOAAI
errBento, Nicole Lopes; Ferraz, Gabriel Araujo e Silva; Santana, Lucas Santos; Faria, Rafael de Oliveira; Rossi, Giuseppe; Bambi, Gianluca
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errSave
Soil Moisture Spatial Variability and Water Conditions of Coffee Plantation
errAGRIENGINEERING
IF3
err2025-04-08
err0
errOAAI
errSilva, SAD; Ferraz, GAES; Figueiredo, VC; Valente, GF; Volpato, MML; Machado, ML
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errSave
Prediction of Body Mass of Dairy Cattle Using Machine Learning Algorithms Applied to Morphological Characteristics
errANIMALS
IF2.7
err2025-04-05
err0
errOAAI
errde Oliveira, Franck Morais; Ferraz, Patricia Ferreira Ponciano; Ferraz, Gabriel Araujo e Silva; Pereira, Marcos Neves; Barbari, Matteo; Rossi, Giuseppe
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errSave
Remotely piloted aircraft system and machine learning for detection of coffee plants subjected to foliar application of chitosan
errEUROPEAN JOURNAL OF REMOTE SENSING
IF3.7
err2025-03-11
err0
errOAAI
errBento, Nicole Lopes; Ferraz, Gabriel Araujo e Silva; Oliveira, Mirian Mirian De Lourdes; Campos, Alisson Andre Vicente; Carvalho, Milene Alves de Figueiredo; Castanheira, Dalyse Toledo; de Souza, Ana Cristina; Pires, Tulio de Paula; Rossi, Giuseppe; Becciolini, Valentina
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The delineation of management zones using soil quality indices for the cultivation of irrigated rice (Oryza sativa L.) in Huila, Colombia
errGEODERMA REGIONAL
IF3.3
err2024-12-01
err0
PREAI
errArevalo-Hernandez, John J.; de Oliveira, Eduardo Medeiros; Ferraz, Gabriel Araujo e Silva; Polania-Montiel, Diana C.; Solano, Anggy L. Liscano; Silva, Marx Leandro Naves
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Defoliation Categorization in Soybean with Machine Learning Algorithms and UAV Multispectral Data
errAGRICULTURE-BASEL
IF3.6
err2024-11-19
err1
errOAAI
errFerraz, Marcelo Araujo Junqueira; Santiago, Afranio Gabriel da Silva Godinho; Bruzi, Adriano Teodoro; Vilela, Nelson Junior Dias; Ferraz, Gabriel Araujo e Silva
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Development and Evaluation of a Variable-Rate Fertilizer Distribution System for Coffee Plants
errAGRIENGINEERING
IF3
err2024-10-29
err0
errOAAI
errde Barros, Murilo Machado; Cunha, Joao Paulo Barreto; da Conceicao, Fagner Goes; Volpato, Carlos Eduardo Silva; Ferraz, Gabriel Araujo e Silva; da Silva, Fabio Moreira
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A Spatial Analysis of Coffee Plant Temperature and Its Relationship with Water Potential and Stomatal Conductance Using a Thermal Camera Embedded in a Remotely Piloted Aircraft
errAGRONOMY-BASEL
IF3.4
err2024-10-18
err0
errOAAI
errdos Santos, Luana Mendes; Ferraz, Gabriel Araujo e Silva; Carvalho, Milene Alves de Figueiredo; Campos, Alisson Andre Vicente; Menicucci Neto, Pedro; Xavier, Leticia Aparecida Goncalves; Mattia, Alessio; Becciolini, Valentina; Rossi, Giuseppe
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
P
Paulo Mazzafera
H-index: 59 · Papers: 387
G
Giuseppe Rossi
H-index: 42 · Papers: 379
Y
Yiannis Ampatzidis
H-index: 40 · Papers: 215
M
Marx Leandro Naves Silva
H-index: 34 · Papers: 185
T
Thieres George Freire da Silva
H-index: 30 · Papers: 373
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