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Luís Pádua Integrated Member

BIO

Name: Luís Pádua

Aggregation: Integrated Member

Scopus author ID: 57188764638

Orcid ID: 0000-0002-7570-9773

Ciência Vitae: 981A-FA83-653C

Email: luispadua@utad.pt

Research Tasks

Sustainability in agri-food and forestry ecosystems

Innovative technologies and processes

Publications

Advancements in Remote Sensing Imagery Applications for Precision Management in Olive Growing: A Systematic Review
Marques P., Pádua L., Sousa J.J., Fernandes-Silva A., (2024) Advancements in Remote Sensing Imagery Applications for Precision Management in Olive Growing: A Systematic Review Remote Sensing 16 (1324). ISSN: 20724292. doi: 10.3390/rs16081324.
Assessing the Impact of Clearing and Grazing on Fuel Management in a Mediterranean Oak Forest through Unmanned Aerial Vehicle Multispectral Data
Pádua L., Castro J.P., Castro J., Sousa J.J., Castro M., (2024) Assessing the Impact of Clearing and Grazing on Fuel Management in a Mediterranean Oak Forest through Unmanned Aerial Vehicle Multispectral Data Drones 8 (364). ISSN: 2504446X. doi: 10.3390/drones8080364.
Chestnut Burr Segmentation for Yield Estimation Using UAV-Based Imagery and Deep Learning
Carneiro G.A., Santos J., Sousa J.J., Cunha A., Pádua L., (2024) Chestnut Burr Segmentation for Yield Estimation Using UAV-Based Imagery and Deep Learning Drones 8 (541). ISSN: 2504446X. doi: 10.3390/drones8100541.
Combining UAV-Based Multispectral and Thermal Infrared Data with Regression Modeling and SHAP Analysis for Predicting Stomatal Conductance in Almond Orchards
Guimarães N., Sousa J.J., Couto P., Bento A., Pádua L., (2024) Combining UAV-Based Multispectral and Thermal Infrared Data with Regression Modeling and SHAP Analysis for Predicting Stomatal Conductance in Almond Orchards Remote Sensing 16 (2467). ISSN: 20724292. doi: 10.3390/rs16132467.
Comparative Analysis of TLS and UAV Sensors for Estimation of Grapevine Geometric Parameters
Ferreira L., Sousa J.J., Lourenço J.M., Peres E., Morais R., Pádua L., (2024) Comparative Analysis of TLS and UAV Sensors for Estimation of Grapevine Geometric Parameters Sensors 24 (5183). ISSN: 14248220. doi: 10.3390/s24165183.
Comparative Evaluation of Remote Sensing Platforms for Almond Yield Prediction
Guimarães N., Fraga H., Sousa J.J., Pádua L., Bento A., Couto P., (2024) Comparative Evaluation of Remote Sensing Platforms for Almond Yield Prediction AgriEngineering 6 :240-258. ISSN: 26247402. doi: 10.3390/agriengineering6010015.
Detection of Leak Areas in Vineyard Irrigation Systems Using UAV-Based Data
Pádua L., Marques P., Dinis L.T., Moutinho-Pereira J., Sousa J.J., Morais R., Peres E., (2024) Detection of Leak Areas in Vineyard Irrigation Systems Using UAV-Based Data Drones 8 (187). ISSN: 2504446X. doi: 10.3390/drones8050187.
Remote Sensing Applications in Almond Orchards: A Comprehensive Systematic Review of Current Insights, Research Gaps, and Future Prospects
Guimarães N., Sousa J.J., Pádua L., Bento A., Couto P., (2024) Remote Sensing Applications in Almond Orchards: A Comprehensive Systematic Review of Current Insights, Research Gaps, and Future Prospects Applied Sciences (Switzerland) 14 (1749). ISSN: 20763417. doi: 10.3390/app14051749.
Satellite Remote Sensing Tools for Drought Assessment in Vineyards and Olive Orchards: A Systematic Review
Crespo N., Pádua L., Santos J.A., Fraga H., (2024) Satellite Remote Sensing Tools for Drought Assessment in Vineyards and Olive Orchards: A Systematic Review Remote Sensing 16 (2040). ISSN: 20724292. doi: 10.3390/rs16112040.
Synthetic Aperture Radar in Vineyard Monitoring: Examples, Demonstrations, and Future Perspectives
Bakon M., Teixeira A.C., Pádua L., Morais R., Papco J., Kubica L., Rovnak M., Perissin D., Sousa J.J., (2024) Synthetic Aperture Radar in Vineyard Monitoring: Examples, Demonstrations, and Future Perspectives Remote Sensing 16 (2106). ISSN: 20724292. doi: 10.3390/rs16122106.
The impact of ground control points for the 3D study of grapevines in steep slope vineyards
Stolarski O., Lourenco J.M., Peres E., Morais R., Sousa J.J., Padua L., (2024) The impact of ground control points for the 3D study of grapevines in steep slope vineyards Procedia Computer Science 239 :2301-2307. ISSN: 18770509. doi: 10.1016/j.procs.2024.06.422.
Versatile method for grapevine row detection in challenging vineyard terrains using aerial imagery
Pádua L., Chojka A., Morais R., Peres E., Sousa J.J., (2024) Versatile method for grapevine row detection in challenging vineyard terrains using aerial imagery Computers and Electronics in Agriculture 226 (109372). doi: 10.1016/j.compag.2024.109372.
Wildfire Burnt Area Severity Classification from UAV-Based RGB and Multispectral Imagery
Simes T., Pádua L., Moutinho A., (2024) Wildfire Burnt Area Severity Classification from UAV-Based RGB and Multispectral Imagery Remote Sensing 16 (30). ISSN: 20724292. doi: 10.3390/rs16010030.
Acacia dealbata classification from aerial imagery acquired using unmanned aerial vehicles
Pinto J., Sousa A., Sousa J.J., Peres E., Padua L., (2023) Acacia dealbata classification from aerial imagery acquired using unmanned aerial vehicles Procedia Computer Science 219 :626-633. ISSN: 18770509. doi: 10.1016/j.procs.2023.01.332.
Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data
Guimarães N., Pádua L., Sousa J.J., Bento A., Couto P., (2023) Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data International Journal of Remote Sensing 44 :1533-1555. ISSN: 13665901. doi: 10.1080/01431161.2023.2185913.
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
Marques P., Pádua L., Sousa J.J., Fernandes-Silva A., (2023) 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 Remote Sensing 15 (4777). ISSN: 20724292. doi: 10.3390/rs15194777.
Assessment of UAV thermal imagery to monitor water stress in olive trees
Marques P., Pádua L., Sousa J.J., Fernandes-Silva A., (2023) Assessment of UAV thermal imagery to monitor water stress in olive trees Acta Horticulturae :157-164. ISSN: 24066168. doi: 10.17660/ActaHortic.2023.1373.21.
Identification of Aphids Using Machine Learning Classifiers on UAV-Based Multispectral Data
Guimaraes N., Padua L., Sousa J.J., Bento A., Couto P., (2023) Identification of Aphids Using Machine Learning Classifiers on UAV-Based Multispectral Data International Geoscience and Remote Sensing Symposium (IGARSS) 2023-July :3462-3465. doi: 10.1109/IGARSS52108.2023.10281655.
Unveiling the future of relict Mediterranean mountain peatlands by integrating the potential response of ecological indicators with environmental suitability assessments
Fonseca A., Santos J., Pádua L., Santos M., (2023) Unveiling the future of relict Mediterranean mountain peatlands by integrating the potential response of ecological indicators with environmental suitability assessments Ecological Indicators 157 (111206). doi: 10.1016/j.ecolind.2023.111206.
ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT
Guimaraes N., Padua L., Sousa J.J., Bento A., Couto P., (2022) ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT International Geoscience and Remote Sensing Symposium (IGARSS) 2022-July :4376-4379. doi: 10.1109/IGARSS46834.2022.9883370.
GIS Application to Detect Invasive Species in Aquatic Ecosystems
Duarte L., Castro J.P., Sousa J.J., Padua L., (2022) GIS Application to Detect Invasive Species in Aquatic Ecosystems International Geoscience and Remote Sensing Symposium (IGARSS) 2022-July :6013-6016. doi: 10.1109/IGARSS46834.2022.9884895.
Grapevine Varieties Identification Using Vision Transformers
Carneiro G.A., Padua L., Peres E., Morais R., Sousa J.J., Cunha A., (2022) Grapevine Varieties Identification Using Vision Transformers International Geoscience and Remote Sensing Symposium (IGARSS) 2022-July :5866-5869. doi: 10.1109/IGARSS46834.2022.9883286.
Mapping the Leaf Area Index of Castanea sativa Miller Using UAV-Based Multispectral and Geometrical Data
Pádua L., Chiroque-Solano P.M., Marques P., Sousa J.J., Peres E., (2022) Mapping the Leaf Area Index of Castanea sativa Miller Using UAV-Based Multispectral and Geometrical Data Drones 6 (422). ISSN: 2504446X. doi: 10.3390/drones6120422.
Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry
Jurado J.M., López A., Pádua L., Sousa J.J., (2022) Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry International Journal of Applied Earth Observation and Geoinformation 112 (102856). ISSN: 1872826X. doi: 10.1016/j.jag.2022.102856.
Segmentation as a Preprocessing Tool for Automatic Grapevine Classification
Carneiro G.A., Padua L., Peres E., Morais R., Sousa J.J., Cunha A., (2022) Segmentation as a Preprocessing Tool for Automatic Grapevine Classification International Geoscience and Remote Sensing Symposium (IGARSS) 2022-July :6053-6056. doi: 10.1109/IGARSS46834.2022.9884946.
Semantic segmentation of 3D car parts using UAV-based images
Jurado-Rodríguez D., Jurado J.M., Páuda L., Neto A., Muñoz-Salinas R., Sousa J.J., (2022) Semantic segmentation of 3D car parts using UAV-based images Computers and Graphics (Pergamon) 107 :93-103. doi: 10.1016/j.cag.2022.07.008.
Spatio-Temporal Water Hyacinth Monitoring in the Lower Mondego (Portugal) Using Remote Sensing Data
Pádua L., Duarte L., Antão-Geraldes A.M., Sousa J.J., Castro J.P., (2022) Spatio-Temporal Water Hyacinth Monitoring in the Lower Mondego (Portugal) Using Remote Sensing Data Plants 11 (3465). ISSN: 22237747. doi: 10.3390/plants11243465.
Synergistic Use of Sentinel-2 and UAV Multispectral Data to Improve and Optimize Viticulture Management
Stolarski O., Fraga H., Sousa J.J., Pádua L., (2022) Synergistic Use of Sentinel-2 and UAV Multispectral Data to Improve and Optimize Viticulture Management Drones 6 (366). ISSN: 2504446X. doi: 10.3390/drones6110366.
The Efficiency of Foliar Kaolin Spray Assessed through UAV-Based Thermal Infrared Imagery
Pádua L., Bernardo S., Dinis L.T., Correia C., Moutinho-Pereira J., Sousa J.J., (2022) The Efficiency of Foliar Kaolin Spray Assessed through UAV-Based Thermal Infrared Imagery Remote Sensing 14 (4019). ISSN: 20724292. doi: 10.3390/rs14164019.
UAV Flight Configuration Impact on the Estimation of Dendrometric Parameters in Olive Trees
Marques P., Padua L., Fernandes-Silva A., Sausa J.J., (2022) UAV Flight Configuration Impact on the Estimation of Dendrometric Parameters in Olive Trees International Geoscience and Remote Sensing Symposium (IGARSS) 2022-July :4384-4387. doi: 10.1109/IGARSS46834.2022.9884250.
UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications
Sousa J.J., Toscano P., Matese A., Di Gennaro S.F., Berton A., Gatti M., Poni S., Pádua L., Hruška J., Morais R., Peres E., (2022) UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications Sensors 22 (6574). doi: 10.3390/s22176574.
Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions
Pádua L., Matese A., Di Gennaro S.F., Morais R., Peres E., Sousa J.J., (2022) Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions Computers and Electronics in Agriculture 196 (106905). doi: 10.1016/j.compag.2022.106905.
Water Hyacinth (Eichhornia crassipes) Detection Using Coarse and High Resolution Multispectral Data
Pádua L., Antão-Geraldes A.M., Sousa J.J., Rodrigues M.Â., Oliveira V., Santos D., Miguens M.F.P., Castro J.P., (2022) Water Hyacinth (Eichhornia crassipes) Detection Using Coarse and High Resolution Multispectral Data Drones 6 (47). ISSN: 2504446X. doi: 10.3390/drones6020047.
Vineyard variability analysis through UAV-based vigour maps to assess climate change impacts
Pádua L., Marques P., Adão T., Guimarães N., Sousa A., Peres E., Sousa J.J., (2019) Vineyard variability analysis through UAV-based vigour maps to assess climate change impacts Agronomy 9 (581). ISSN: 20734395. doi: 10.3390/agronomy9100581.

Projects

SOIL O-LIVE - The Soil Biodiversity and Functionality of Mediterranean Olive Groves: A Holistic Analysis of the Influence of Land Management on Olive Oil Quality and Safety
Running

UTAD/CITAB Coordinator  /  Joaquim Sousa
Start date  /  2023/01 Funding  /  European Commission - Horizon Europe Reference  /  Grant Agreement n.º 101091255

See project details →