Joaquim João Moreira de Sousa PhD Collaborator

BIO

Name: Joaquim João Moreira de Sousa

Aggregation: PhD Collaborator

Orcid ID: 0000-0003-4533-930X

Email: jjsousa@utad.pt

Publications

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

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


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


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


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


DATI – Digital Agriculture Technologies for Irrigation efficiency
Running

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


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