J. Sousa

Assessing the Water Status and Leaf Pigment Content of Olive Trees: Evaluating the Potential and Feasibility of Unmanned Aerial Vehicle Multispectral and Thermal Data for Estimation Purposes
202326 citationsauthor #3
The impact of ground control points for the 3D study of grapevines in steep slope vineyards
20231 citationsauthor #5
A Systematic Review on Automatic Insect Detection Using Deep Learning
202388 citationsauthor #4
Acacia dealbata classification from aerial imagery acquired using unmanned aerial vehicles
20233 citationsauthor #3
Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data
202315 citationsauthor #3
Assessment of UAV thermal imagery to monitor water stress in olive trees
20231 citationsauthor #3
Deep Learning Models for the Classification of Crops in Aerial Imagery: A Review
202352 citationsauthor #3
VineInspector: The Vineyard Assistant
202214 citationsauthor #6
Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery
20221 citationsauthor #4
GIS Application to Detect Invasive Species in Aquatic Ecosystems
20223 citationsauthor #3
Exploratory approach for automatic detection of vine rows in terrace vineyards
20223 citationsauthor #4
The Efficiency of Foliar Kaolin Spray Assessed through UAV-Based Thermal Infrared Imagery
20226 citationsauthor #6
Semantic segmentation of 3D car parts using UAV-based images
20229 citationsauthor #6
Mapping the Leaf Area Index of Castanea sativa Miller Using UAV-Based Multispectral and Geometrical Data
20229 citationsauthor #4
Synergistic Use of Sentinel-2 and UAV Multispectral Data to Improve and Optimize Viticulture Management
202211 citationsauthor #3
Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry
202262 citationsauthor #4
Grapevine Varieties Identification Using Vision Transformers
20222 citationsauthor #5
Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions
202248 citationsauthor #6
ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT
20223 citationsauthor #3
Using deep learning for automatic detection of insects in traps
20227 citationsauthor #3
Segmentation as a Preprocessing Tool for Automatic Grapevine Classification
20226 citationsauthor #5
UAV Flight Configuration Impact on the Estimation of Dendrometric Parameters in Olive Trees
20221 citationsauthor #4
Spatio-Temporal Water Hyacinth Monitoring in the Lower Mondego (Portugal) Using Remote Sensing Data
202215 citationsauthor #4
A deep learning approach for automatic counting of bedbugs and grape moth
20227 citationsauthor #3
UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications
202248 citationsauthor #1
Water Hyacinth (Eichhornia crassipes) Detection Using Coarse and High Resolution Multispectral Data
202242 citationsauthor #3
Using Deep Learning for Detection and Classification of Insects on Traps
20222 citationsauthor #5
Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment
20219 citationsauthor #3
Classification of an Intertidal Reef by Machine Learning Techniques Using UAV Based RGB and Multispectral Imagery
20216 citationsauthor #5
Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning
202115 citationsauthor #6
A Versatile, Low-Power and Low-Cost IoT Device for Field Data Gathering in Precision Agriculture Practices
202144 citationsauthor #5
An efficient method for acquisition of spectral BRDFs in real-world scenarios
20218 citationsauthor #5
Analyzing the Fine Tuning's impact in Grapevine Classification
20213 citationsauthor #4
An Efficient Method for Generating UAV-Based Hyperspectral Mosaics Using Push-Broom Sensors
202123 citationsauthor #5
ReMoDams: Monitoring Dams from Space Using Satellite Radar Interferometry
20210 citationsauthor #4
Virtual Environments & Precision Viticulture: A Case Study
20210 citationsauthor #7
QVigourMap: A GIS Open Source Application for the Creation of Canopy Vigour Maps
202118 citationsauthor #3
Geohazards Monitoring and Assessment Using Multi-Source Earth Observation Techniques
202131 citationsauthor #1
BRDF Sampling from Hyperspectral Images: A Proof of Concept
20210 citationsauthor #6
Grapevine Segmentation in RGB Images using Deep Learning
202115 citationsauthor #4
Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach
20212 citationsauthor #3
Vineyard Classification Using Machine Learning Techniques Applied to RGB-UAV Imagery
20208 citationsauthor #7
Individual Grapevine Analysis in a Multi-Temporal Context Using UAV-Based Multi-Sensor Imagery
202048 citationsauthor #5
Monitoring dams structural stability from space using differential SAR interferometry
20200 citationsauthor #4
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities
2020226 citationsauthor #6
VisWebDrone: A Web Application for UAV Photogrammetry Based on Open-Source Software
20206 citationsauthor #6
Target Influence on Ground Control Points (GCPs) Identification in Aerial Images
20200 citationsauthor #6
Estimation of Leaf Area Index in Chestnut Trees using Multispectral Data from an Unmanned Aerial Vehicle
20200 citationsauthor #6
Multi-Temporal InSAR Monitoring of the Beninar Dam (SE Spain)
20200 citationsauthor #12
Digital Reconstitution of Road Traffic Accidents: A Flexible Methodology Relying on UAV Surveying and Complementary Strategies to Support Multiple Scenarios
202020 citationsauthor #8
Smartphone Applications Targeting Precision Agriculture Practices—A Systematic Review
202087 citationsauthor #4
Monitoring of Chestnut Trees Using Machine Learning Techniques Applied to UAV-Based Multispectral Data
202030 citationsauthor #6
Effectiveness of Sentinel-2 in Multi-Temporal Post-Fire Monitoring When Compared with UAV Imagery
202041 citationsauthor #6
Automatic Grapevine Trunk Detection on UAV-Based Point Cloud
202046 citationsauthor #4
The New Paramotor Project: Flexibility at Low Cost to Overcome Main Limitations of Multi-Copters and Fixed-Wings UAVs
20200 citationsauthor #4
Mysense-Webgis: A Graphical Map Layering-Based Decision Support Tool for Agriculture
20202 citationsauthor #6
Monitoring of Olive Trees Temperatures under Different Irrigation Strategies by UAV Thermal Infrared Imagery
20206 citationsauthor #4
Mapping seaweed beds using multispectral imagery retrieved by unmanned aerial vehicles
20191 citationsauthor #6
EVALUATION OF MACHINE LEARNING TECHNIQUES IN VINE LEAVES DISEASE DETECTION: A PRELIMINARY CASE STUDY ON FLAVESCENCE DORÉE
20192 citationsauthor #7
Procedural Modeling of Buildings Composed of Arbitrarily-Shaped Floor-Plans: Background, Progress, Contributions and Challenges of a Methodology Oriented to Cultural Heritage
201915 citationsauthor #4
Grapevine Varieties Classification Using Machine Learning
20192 citationsauthor #7
USING VIRTUAL SCENARIOS TO PRODUCE MACHINE LEARNABLE ENVIRONMENTS FOR WILDFIRE DETECTION AND SEGMENTATION
20194 citationsauthor #6
Digital Ampelographer: A CNN Based Preliminary Approach
201912 citationsauthor #7
IMPLEMENTATION OF E-LEARNING AT THE UNIVERSITY OF TRÁS-OS-MONTES E ALTO DOURO: STUDENTS' PERSPECTIVES
20190 citationsauthor #4
Monitoring and Analyzing Mountain Glacier Surface Movement Using SAR Data and a Terrestrial Laser Scanner: A Case Study of the Himalayas North Slope Glacier Area
201927 citationsauthor #12
Classification of an Agrosilvopastoral System Using RGB Imagery from an Unmanned Aerial Vehicle
201911 citationsauthor #7
Vineyard Variability Analysis through UAV-Based Vigour Maps to Assess Climate Change Impacts
201960 citationsauthor #7
3D Surface velocity retrieval of mountain glacier using an offset tracking technique applied to ascending and descending SAR constellation data: a case study of the Yiga Glacier
201921 citationsauthor #8
MixAR
20190 citationsauthor #4
UAV-Based Automatic Detection and Monitoring of Chestnut Trees
201976 citationsauthor #7
MixAR: A Multi-Tracking Mixed Reality System to Visualize Virtual Ancient Buildings Aligned Upon Ruins
20197 citationsauthor #4
POST-FIRE FORESTRY RECOVERY MONITORING USING HIGH-RESOLUTION MULTISPECTRAL IMAGERY FROM UNMANNED AERIAL VEHICLES
201916 citationsauthor #6
MULTI-PURPOSE CHESTNUT CLUSTERS DETECTION USING DEEP LEARNING: A PRELIMINARY APPROACH
20195 citationsauthor #6
mySense: A comprehensive data management environment to improve precision agriculture practices
201990 citationsauthor #8
Deep Learning-Based Methodological Approach for Vineyard Early Disease Detection Using Hyperspectral Data
20189 citationsauthor #8
UAS-based imagery and photogrammetric processing for tree height and crown diameter extraction
201812 citationsauthor #8
A rapid prototyping tool to produce 360º video-based immersive experiences enhanced with virtual/multimedia elements
201821 citationsauthor #5
Deformation Monitoring of the Northern Sector of the Valencia Basin (E Spain) Using Ps-Insar (1993–2010)
20183 citationsauthor #6
Multi-Temporal Vineyard Monitoring through UAV-Based RGB Imagery
201865 citationsauthor #7
Monitoring continuous subsidence in the Costa del Sol (Málaga province, southern Spanish coast) using ERS-1/2, Envisat, and Sentinel-1A/B SAR interferometry
201813 citationsauthor #6
UAS-based photogrammetry of cultural heritage sites: a case study addressing Chapel of Espírito Santo and photogrammetric software comparison
201810 citationsauthor #8
Machine learning classification methods in hyperspectral data processing for agricultural applications
201812 citationsauthor #9
A pilot digital image processing approach for detecting vineyard parcels in Douro region through high-resolution aerial imagery
20183 citationsauthor #6
Vineyard properties extraction combining UAS-based RGB imagery with elevation data
201840 citationsauthor #9
Unmanned Aerial Systems (UAS) for environmental applications special issue preface
201818 citationsauthor #2
Multi-Temporal Insar Monitoring of the Aswan High Dam (Egypt)
20180 citationsauthor #7
Deformation monitoring of dam infrastructures via spaceborne MT-InSAR. The case of La Viñuela (Málaga, southern Spain)
201842 citationsauthor #6
Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs
201736 citationsauthor #10
PROPOSAL OF A MODEL FOR THE SUCCESSFUL IMPLEMENTATION OF E-LEARNING AT THE UNIVERSITY OF TRÁS-OS-MONTES E ALTO DOURO
20171 citationsauthor #4
A cost-effective instrumented walkway for measuring ground reaction forces in rats to assess gait pattern
20172 citationsauthor #2
Bridge Displacements Monitoring Using Space-Borne X-Band SAR Interferometry
2017103 citationsauthor #4
A Data Mining Approach for Multivariate Outlier Detection in Postprocessing of Multitemporal InSAR Results
201723 citationsauthor #4
Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry
20171,090 citationsauthor #7
UAS, sensors, and data processing in agroforestry: a review towards practical applications
2017283 citationsauthor #5
Factors determining subsidence in urbanized floodplains: evidence from MT‐InSAR in Seville (southern Spain)
201710 citationsauthor #5
Very high resolution aerial data to support multi-temporal precision agriculture information management
201728 citationsauthor #4
Bringing together UAS-based land surveying and procedural modelling of buildings to set up enhanced VR environments for cultural heritage
20175 citationsauthor #5
ESTIMATION OF SHIE GLACIER SURFACE MOVEMENT USING OFFSET TRACKING TECHNIQUE WITH COSMO-SKYMED IMAGES
20173 citationsauthor #6
Multi-Temporal InSAR Processing Comparison in Presence of High Topography
201617 citationsauthor #5
A data mining approach for multivariate outlier detection in heterogeneous 2D point clouds: An application to post-processing of multi-temporal InSAR results
20168 citationsauthor #4

PROFILE

PAPERS

TIMELINE

COAUTHOR MAP

CONCEPT FOOTPRINT