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Raul Morais

centre for the research and technology of agroenvironmental and biological sciences (citab)

30H-index
179Paper Count
4.7KCitation Count
Published Papers 53
Publication Date
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Detection of downy mildew infection in grapevine leaves using field spectroscopy and machine learning
errPrecision Agriculture
IF6.6
err2026-05-22
err0
errOAAI
errFernando Portela; Luís Pádua; Joaquim J. Sousa; José Ramón Rodríguez-Pérez; Susana Mendes; M.I. Valín; Raul Morais; Cláudio A. Paredes
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errSave
Integrating UAV Multi-Temporal Imagery and Machine Learning to Assess Biophysical Parameters of Douro Grapevines
errRemote Sensing 2025, Vol. 17, Page 3915
IF4.1
err2025-12-03
err0
errOAAI
errPedro Marques; Leilson Ferreira; Telmo Adão; Joaquim J. Sousa; Raul Morais; Emanuel Peres; Luís Pádua
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errSave
Deep-learning Grapevine Segmentation in UAV Imagery Across Different Vineyard Environments
errPFG-JOURNAL OF PHOTOGRAMMETRY REMOTE SENSING AND GEOINFORMATION SCIENCE
IF3.3
err2025-11-01
err0
PREAI
errLeite, Danilo; Marques, Pedro; Padua, Luis; Sousa, Joaquim J.; Morais, Raul; Cunha, Antonio
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errSave
Democratizing IoT for Smart Irrigation: A Cost-Effective DIY Solution Proposal Evaluated in an Actinidia Orchard
errALGORITHMS
IF2.1
err2025-09-05
err1
errOAAI
errPascoal, David; Adao, Telmo; Chojka, Agnieszka; Silva, Nuno; Rodrigues, Sandra; Peres, Emanuel; Morais, Raul
errShare
errSave
Synthetic Data-Driven Methods to Accelerate the Deployment of Deep Learning Models: A Case Study on Pest and Disease Detection in Precision Viticulture
errcomputers
IF0
err2025-08-13
err0
errOAAI
errTelmo Adão; Agnieszka Chojka; David Pascoal; Nuno Silva; Raul Morais; Emanuel Peres
errShare
errSave
Benchmarking Controllers for Low-Cost Agricultural SCARA Manipulators
errSENSORS
IF3.5
err2025-04-23
err0
errOAAI
errTinoco, Vitor; Silva, Manuel F.; dos Santos, Filipe Neves; Morais, Raul
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errSave
Monitoring the Progression of Downy Mildew on Vineyards Using Multi-Temporal Unmanned Aerial Vehicle Multispectral Data
errAGRONOMY-BASEL
IF3.4
err2025-04-11
err0
errOAAI
errPortela, Fernando; Sousa, Joaquim J.; Araujo-Paredes, Claudio; Peres, Emanuel; Morais, Raul; Padua, Luis
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errSave
A technical survey on practical applications and guidelines for IoT sensors in precision agriculture and viticulture (vol 14, 29793, 2024)
errSCIENTIFIC REPORTS
IF3.9
err2025-02-28
err0
errOAAI
errPascoal, David; Silva, Nuno; Adao, Telmo; Lopes, Rui Diogo; Peres, Emanuel; Morais, Raul
errShare
errSave
PROMORE: A Procedural Modeler of Virtual Rural Environments With Artificial Dataset Generation Capabilities for Remote Sensing Contexts
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errAdao, Telmo; Cerqueira, Joao; Adao, Miguel; Silva, Nuno; Pascoal, David; Magalhaes, Luis G.; Barros, Tiago; Premebida, Cristiano; Nunes, Urbano J.; Peres, Emanuel; Morais, Raul
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errSave
Unbalancing Datasets to Enhance CNN Models Learnability: A Class-Wise Metrics-Based Closed-Loop Strategy Proposal
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errShahrabadi, Somayeh; Alves, Victor; Peres, Emanuel; dos Santos, Raul Morais; Adao, Telmo
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errSave
A Systematic Review on the Advancements in Remote Sensing and Proximity Tools for Grapevine Disease Detection
errSENSORS
IF3.5
err2024-12-21
err3
errOAAI
errPortela, Fernando; Sousa, Joaquim J.; Araujo-Paredes, Claudio; Peres, Emanuel; Morais, Raul; Padua, Luis
errShare
errSave
A technical survey on practical applications and guidelines for IoT sensors in precision agriculture and viticulture
errSCIENTIFIC REPORTS
IF3.9
err2024-11-30
err4
errOAAI
errPascoal, David; Silva, Nuno; Adao, Telmo; Lopes, Rui Diogo; Peres, Emanuel; Morais, Raul
errShare
errSave
Versatile method for grapevine row detection in challenging vineyard terrains using aerial imagery
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2024-11-01
err0
PREAI
errPadua, Luis; Chojka, Agnieszka; Morais, Raul; Peres, Emanuel; Sousa, Joaquim J.
errShare
errSave
A millimetre-scale capacitive biosensing and biophysical stimulation system for emerging bioelectronic bone implants
errJOURNAL OF THE ROYAL SOCIETY INTERFACE
IF3.5
err2024-09-11
err1
PREAI
errPires, Diogo G.; Silva, Nuno M.; de Sousa, Barbara M.; Marques, Joao L.; Ramos, Antonio; Ferreira, Jorge A. F.; Morais, Raul; Vieira, Sandra I.; Soares dos Santos, Marco P.
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errSave
Comparative Analysis of TLS and UAV Sensors for Estimation of Grapevine Geometric Parameters
errSENSORS
IF3.5
err2024-08-11
err2
errOAAI
errFerreira, Leilson; Sousa, Joaquim J.; Lourenco, Jose. M.; Peres, Emanuel; Morais, Raul; Padua, Luis
errShare
errSave
Detection of Leak Areas in Vineyard Irrigation Systems Using UAV-Based Data
errDRONES
IF4.8
err2024-05-08
err3
errOAAI
errPadua, Luis; Marques, Pedro; Dinis, Lia-Tania; Moutinho-Pereira, Jose; Sousa, Joaquim J.; Morais, Raul; Peres, Emanuel
errShare
errSave
Deep Learning Models for the Classification of Crops in Aerial Imagery: A Review
errAGRICULTURE-BASEL
IF3.6
err2023-04-27
err22
errOAAI
errTeixeira, Igor; Morais, Raul; Sousa, Joaquim J.; Cunha, Antonio
errShare
errSave
A Systematic Review on Automatic Insect Detection Using Deep Learning
errAGRICULTURE-BASEL
IF3.6
err2023-03-19
err34
errOAAI
errTeixeira, Ana Claudia; Ribeiro, Jose; Morais, Raul; Sousa, Joaquim J.; Cunha, Antonio
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errSave
UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications
errSENSORS
IF3.5
err2022-08-31
err28
errOAAI
errSousa, Joaquim J.; Toscano, Piero; Matese, Alessandro; Di Gennaro, Salvatore Filippo; Berton, Andrea; Gatti, Matteo; Poni, Stefano; Padua, Luis; Hruska, Jonas; Morais, Raul; Peres, Emanuel
errShare
errSave
VineInspector: The Vineyard Assistant
errAGRICULTURE-BASEL
IF3.6
err2022-05-22
err10
errOAAI
errMendes, Jorge; Peres, Emanuel; dos Santos, Filipe Neves; Silva, Nuno; Silva, Renato; Sousa, Joaquim Joao; Cortez, Isabel; Morais, Raul
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
J. W. Hopmans
H-index: 72 · Papers: 376
A
Amélia M. Silva
H-index: 59 · Papers: 260
A
A. Cunha
H-index: 58 · Papers: 478
U
Urbano Nunes
H-index: 53 · Papers: 316
J
José Moutinho‐Pereira
H-index: 50 · Papers: 187
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