Joaquim João Moreira de Sousa PhD Collaborator

CV Ciência Vitae

BIO

Name: Joaquim João Moreira de Sousa

Aggregation: PhD Collaborator

Orcid ID: 0000-0003-4533-930X

Ciência Vitae: 791E-F159-74A5

Email: jjsousa@utad.pt

Research Tasks

Innovative technologies and processes

Publications

Comparative Analysis of CNNs and Vision Transformers for Automatic Classification of Abandonment in Douro’s Vineyard Parcels

Leite D., Teixeira I., Morais R., Sousa J.J., Cunha A., (2024) Comparative Analysis of CNNs and Vision Transformers for Automatic Classification of Abandonment in Douro’s Vineyard Parcels Remote Sensing 16 (4581). ISSN: 20724292. doi: 10.3390/rs16234581.

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.

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.

Evaluating YOLO Models for Grape Moth Detection in Insect Traps

Teixeira A.C., Carneiro G., Morais R., Sousa J.J., Cunha A., (2023) Evaluating YOLO Models for Grape Moth Detection in Insect Traps International Geoscience and Remote Sensing Symposium (IGARSS) 2023-July :3526-3529. doi: 10.1109/IGARSS52108.2023.10282249.

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.

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.

Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs.

Padua, Luis; Hruska, Jonas; Bessa, Jose; Adao, Telmo; Martins, Luis M.; Goncalves, Jose A.; Peres, Emanuel; Sousa, Antonio M. R.; Castro, Joao P.; Sousa, Joaquim J. (2018) Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs. Remote Sensing 10 (1). doi: 10.3390/rs10010024. (Impact factor, Quartile: 3.406, Q2).

Projects

LivingSoiLL - Healthy Soil to Permanent Crops Living Labs

Running

Coordinator / Cristina Carlos
Start date / 2024/06 Funding / European Commission - Horizon Europe Reference / GA 101157502

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I-ReWater - Gestão sustentável dos recursos hídricos na agricultura de regadio no espaço SUDOE

Running

UTAD/CITAB Coordinator / Anabela Silva
Start date / 2024/01 Funding / INTERREG - SUDOE Reference / S1/2.5/E0136

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MONTEVITIS - Integrating a Comprehensive European Approach for Climate Change Mitigation and Adaptation in Montenegro Viticulture

Running

UTAD/CITAB Coordinator / João Santos
Start date / 2023/01 Funding / European Commission - Horizon Europe Reference / Grant Agreement n.º 101059461

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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

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AGROSERV -Integrated Services supporting a sustainable Agroecological transition

Running

Coordinator / Michel Boer UTAD/CITAB Coordinator / Mário Santos
Start date / 2022/09 Funding / European Commission - Horizon Europe Reference / Grant Agreement n.º 101058020

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Vine & Wine PT - Driving Sustainable Growth Through Smart Innovation

Running

Coordinator / Jorge Dias UTAD/CITAB Coordinator / Raul Santos
Start date / 2021/11 Funding / IAPMEI - PRR - Recovery and Resilience Plan / Mobilising Agendas Reference / C644866286-00000011

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SustentOlive - Improvement of irrigation and fertirigation practices at olive farms in Trás-os-Montes for its the sustainability

Running

Coordinator / Anabela Silva
Start date / 2017/10 Funding / PDR2020 Reference / PDR2020-101-032186

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DATI – Digital Agriculture Technologies for Irrigation efficiency

Concluded

Coordinator / Alessandro Matese UTAD/CITAB Coordinator / Joaquim Sousa
Start date / 2021/06 Funding / PRIMA - Section II Reference / PRIMA/0007/2020

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