Canyam
AI summaries for academic research
Home
Preprint
Subscribe
Favorites
Tools
Analysis
Summary
Not logged in
Back
J
Joaquim J. Sousa
university of tras-os-montes & alto douro
30
H-index
224
Paper Count
5.0K
Citation Count
0
Related Insights
Subscribe
Published Papers
50
Publication Date
Publication Date
Impact Factor
Citations
Dataset of RGB images of healthy grapevine leaves and with downy mildew, powdery mildew, Esca complex, and erineum mite symptoms
Data in Brief
IF
1.4
2026-06-01
0
PRE
AI
Portela, Fernando; Carneiro, Gabriel; Ferreira, Leilson; Paredes, Claudio A.; Sousa, Joaquim J.; Peres, Emanuel; Morais, Raul; Padua, Luis
Share
Save
Detection of downy mildew infection in grapevine leaves using field spectroscopy and machine learning
Precision Agriculture
IF
6.6
2026-05-22
0
OA
AI
Fernando Portela; Luís Pádua; Joaquim J. Sousa; José Ramón Rodríguez-Pérez; Susana Mendes; M.I. Valín; Raul Morais; Cláudio A. Paredes
Share
Save
From Resistance to Resilience: Organizational Learning and Digital Transformation in Higher Education Under Crisis
Education Sciences
IF
2.6
2026-05-08
0
OA
AI
Carlos Vaz; Joaquim Sousa; Rute Bastardo; Emanuel Peres; Manuel J. C. S. Reis
Share
Save
Multi-Temporal InSAR and Machine Learning for Geohazard Monitoring: A Systematic Review with Emphasis on Noise Mitigation and Model Transferability
Remote Sensing
IF
4.1
2026-04-28
0
OA
AI
Alex Alonso-Díaz; Miguel Fontes; Ana Cláudia Teixeira; Shimon Wdowinski; Joaquim J. Sousa
Share
Save
Deep Learning Meets InSAR for Infrastructure Monitoring: A Systematic Review of Models, Applications, and Challenges
Sensors
IF
3.5
2026-03-03
0
OA
AI
Miguel Fontes; Matúš Bakoň; António Cunha; Joaquim J. Sousa
Share
Save
Unsupervised machine learning for clustering and analyzing InSAR-derived ground deformation: insights from X- and C-band
EUROPEAN JOURNAL OF REMOTE SENSING
IF
3.7
2025-12-31
0
PRE
AI
Alonso-Diaz, Alex; Solla, Mercedes; Perissin, Daniele; Sousa, Joaquim
Share
Save
Integrating UAV Multi-Temporal Imagery and Machine Learning to Assess Biophysical Parameters of Douro Grapevines
Remote Sensing 2025, Vol. 17, Page 3915
IF
4.1
2025-12-03
0
OA
AI
Pedro Marques; Leilson Ferreira; Telmo Adão; Joaquim J. Sousa; Raul Morais; Emanuel Peres; Luís Pádua
Share
Save
A systematic review on soil moisture estimation using remote sensing data for agricultural applications
Science of Remote Sensing
IF
5.2
2025-11-04
0
OA
AI
Ana C. Teixeira; Matus Bakon; Domingos Lopes; António Cunha; Joaquim J. Sousa
Share
Save
Deep-learning Grapevine Segmentation in UAV Imagery Across Different Vineyard Environments
PFG-JOURNAL OF PHOTOGRAMMETRY REMOTE SENSING AND GEOINFORMATION SCIENCE
IF
3.3
2025-11-01
0
PRE
AI
Leite, Danilo; Marques, Pedro; Padua, Luis; Sousa, Joaquim J.; Morais, Raul; Cunha, Antonio
Share
Save
Progress in applications of self-supervised learning to computer vision in agriculture: A systematic review
Computers and Electronics in Agriculture
IF
8.9
2025-10-22
0
PRE
AI
Gabriel A. Carneiro; Thierry J. Aubry; António Cunha; Petia Radeva; Joaquim J. Sousa
Share
Save
Improvement associated with mesh geometry for the decomposition of InSAR results
Geo-spatial Information Science
IF
5.5
2025-09-15
0
OA
AI
Alex Alonso-Díaz; Mercedes Solla; Matus Bakon; Joaquim Sousa
Share
Save
Assessing the impacts of selective logging on the forest canopy in the Amazon using airborne LiDAR
Forest Ecology and Management
IF
3.7
2025-09-12
0
PRE
AI
Leilson Ferreira; Edilson Bias; Joaquim J. Sousa; Eraldo Matricardi; Luís Pádua
Share
Save
Efficient 3D convolutional neural networks for Sentinel-2 land cover classification with limited ground truth data
European Journal of Remote Sensing
IF
3.7
2025-06-04
0
OA
AI
Gabriel A. Carneiro; Jan Svoboda; António Cunha; Joaquim J. Sousa; Přemysl Štych
Share
Save
Evaluating Soil Degradation in Agricultural Soil with Ground-Penetrating Radar: A Systematic Review of Applications and Challenges
AGRICULTURE-BASEL
IF
3.6
2025-04-15
0
OA
AI
Adao, Filipe; Padua, Luis; Sousa, Joaquim J.
Share
Save
Monitoring the Progression of Downy Mildew on Vineyards Using Multi-Temporal Unmanned Aerial Vehicle Multispectral Data
AGRONOMY-BASEL
IF
3.4
2025-04-11
0
OA
AI
Portela, Fernando; Sousa, Joaquim J.; Araujo-Paredes, Claudio; Peres, Emanuel; Morais, Raul; Padua, Luis
Share
Save
A Systematic Review on the Advancements in Remote Sensing and Proximity Tools for Grapevine Disease Detection
SENSORS
IF
3.5
2024-12-21
3
OA
AI
Portela, Fernando; Sousa, Joaquim J.; Araujo-Paredes, Claudio; Peres, Emanuel; Morais, Raul; Padua, Luis
Share
Save
Advancing Grapevine Variety Identification: A Systematic Review of Deep Learning and Machine Learning Approaches
AGRIENGINEERING
IF
3
2024-12-16
0
OA
AI
Carneiro, Gabriel A.; Cunha, Antonio; Aubry, Thierry J.; Sousa, Joaquim
Share
Save
Versatile method for grapevine row detection in challenging vineyard terrains using aerial imagery
COMPUTERS AND ELECTRONICS IN AGRICULTURE
IF
8.9
2024-11-01
0
PRE
AI
Padua, Luis; Chojka, Agnieszka; Morais, Raul; Peres, Emanuel; Sousa, Joaquim J.
Share
Save
Chestnut Burr Segmentation for Yield Estimation Using UAV-Based Imagery and Deep Learning
DRONES
IF
4.8
2024-10-01
0
OA
AI
Carneiro, Gabriel A.; Santos, Joaquim; Sousa, Joaquim J.; Cunha, Antonio; Padua, Luis
Share
Save
Comparative Analysis of TLS and UAV Sensors for Estimation of Grapevine Geometric Parameters
SENSORS
IF
3.5
2024-08-11
2
OA
AI
Ferreira, Leilson; Sousa, Joaquim J.; Lourenco, Jose. M.; Peres, Emanuel; Morais, Raul; Padua, Luis
Share
Save
Research Directions
No research directions
Co-authors
Cooperation Journals
S
Stuart Phinn
H-index: 79 · Papers: 728
王群
(Qun Wang)
H-index: 72 · Papers: 980
A
A. Cunha
H-index: 58 · Papers: 478
A
Andrew Hooper
H-index: 52 · Papers: 380
J
José Moutinho‐Pereira
H-index: 50 · Papers: 187
View more
.png){kind=icon}
.png){kind=icon}
Not logged in.png){kind=icon}
Not logged in.png){kind=icon}
.png){kind=icon}
.png){kind=icon}
.png){kind=icon}
