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Identification

Personal identification

Full name
LUÍS FILIPE MACHADO PÁDUA

Citation names

  • Pádua, Luís
  • Pádua, L.
  • Padua, L.
  • Padua, Luis

Author identifiers

Ciência ID
981A-FA83-653C
ORCID iD
0000-0002-7570-9773
AuthenticusID
R-00H-JCH
Google Scholar ID
5ItgHx4AAAAJ&hl
Scopus Author Id
57188764638

Websites

Knowledge fields

  • Exact Sciences - Computer and Information Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Beginner (A1) Beginner (A1) Intermediate (B1)
Spanish; Castilian Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2016/11 - 2021/05
Concluded
 Informática (Doutoramento)
Universidade de Trás-os-Montes e Alto Douro, Portugal
"Automatic analysis of UAS-based multi-temporal data as support to a precision agroforestry management system" (THESIS/DISSERTATION)
2017
Concluded
 Certificado de Competências Pedagógicas (Curso médio)
Goldcoaching, Consultadoria e Formação, Lda., Portugal
2014 - 2015
Concluded
 Mestrado em Engenharia Informática (Mestrado)
Universidade de Trás-os-Montes e Alto Douro, Portugal
"Ultra-light and low-cost mobile augmented reality units" (THESIS/DISSERTATION)
 17
2014 - 2014
Concluded
 Pervasive Networks and Service Infrastructures (Curso médio)
Technological Educational Institute of Crete, Greece
2010 - 2014
Concluded
 Licenciatura em Engenharia Informática (Licenciatura)
Universidade de Trás-os-Montes e Alto Douro, Portugal
 13
2013
Concluded
 Cisco Certified Network Associate Exploration: Network Fundamentals (Outros)
Universidade de Trás-os-Montes e Alto Douro, Portugal
Affiliation

Science

Category
Host institution 		Employer
2023/05 - Current Principal Investigator (Research) Universidade de Trás-os-Montes e Alto Douro, Portugal
2021/10 - 2023/04 Researcher (Research) Universidade de Trás-os-Montes e Alto Douro Centro de Investigação e de Tecnologias Agro-Ambientais e Biologicas, Portugal
2021/06 - 2021/10 Postdoc (Research) Istituto per la BioEconomia Consiglio Nazionale delle Ricerche, Italy
Istituto per la BioEconomia Consiglio Nazionale delle Ricerche, Italy
2019/04 - 2021/05 Research Assistant (Research) Fundação para a Ciência e a Tecnologia, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2016/07 - 2019/03 Research Assistant (Research) Universidade de Trás-os-Montes e Alto Douro, Portugal
2014/10 - 2015/06 Research Assistant (Research) Universidade de Trás-os-Montes e Alto Douro, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2021/10 - 2022/07 Invited Assistant (University Teacher) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
Universidade de Trás-os-Montes e Alto Douro, Portugal
2020/10 - 2021/02 Invited Assistant (University Teacher) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
Universidade de Trás-os-Montes e Alto Douro, Portugal
2020/02 - 2020/07 Invited Assistant (University Teacher) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
Universidade de Trás-os-Montes e Alto Douro, Portugal

Other Careers

Category
Host institution 		Employer
2015/09 - 2016/05 Técnico Superior (Técnico Superior) Deloitte & Associados, SROC S.A., Portugal
Projects

Grant

Designation Funders
2023/05 - Current Vine & Wine PT - Driving Sustainable Growth Through Smart Innovation
C644866286-00000011
Researcher
Universidade de Trás-os-Montes e Alto Douro Centro de Investigação e de Tecnologias Agro-Ambientais e Biologicas, Portugal
 European Commission
Ongoing
2019/04/01 - 2021/05/18 Automatic analysis of UAS-based multi-temporal data as support to a precision agroforestry management system
SFRH/BD/139702/2018
PhD Student Fellow
Fundação para a Ciência e a Tecnologia
Concluded
2016 - 2019 PARRA - Plataforma integrAda de monitoRização e avaliação da doença da flavescencia douRada na vinhA
nº 3447 (I&DT - Copromoção)
Research Fellow
Universidade de Trás-os-Montes e Alto Douro, Portugal
Concluded
2014 - 2015 MixAR - Um sistema de realidade mista para a reconstrução virtual de sítios de herança cultural
BI/MIXAR/38803/UTAD/2014
Research Fellow
Universidade de Trás-os-Montes e Alto Douro, Portugal
Concluded

Contract

Designation Funders
2023/01 - Current 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
101091255
Researcher
Universidade de Trás-os-Montes e Alto Douro Centro de Investigação e de Tecnologias Agro-Ambientais e Biologicas, Portugal
 European Commission
2021/06 - 2021/10 E-Crops - Tecnologie per l'Agricoltura Digitale Sostenibile
ARS01_01136
Post-doc Fellow
Istituto per la BioEconomia Consiglio Nazionale delle Ricerche Sede di Firenze, Italy
Concluded

Other

Designation Funders
2023 - 2023 Ecossistema Agroalimentar, Gestão Ativa do Território e Desenvolvimento Regional
CPR.PA.2023.59
Researcher
Comissao de Coordenacao e Desenvolvimento Regional do Norte, Portugal
 Comissao de Coordenacao e Desenvolvimento Regional do Norte
Concluded
Outputs

Publications

Book chapter
  1. Figueiredo, Nuno; Pádua, Luís; Sousa, Joaquim J.; Sousa, António. "Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach". In Progress in Artificial Intelligence, 16-26. Springer International Publishing, 2021.
    10.1007/978-3-030-86230-5_2
  2. Adão, Telmo; Pinho, Tatiana M.; Ferreira, António; Sousa, António; Pádua, Luís; Sousa, José; Sousa, Joaquim J.; Peres, Emanuel; Morais, Raul. "Digital Ampelographer: A CNN Based Preliminary Approach". In Progress in Artificial Intelligence, 258-271. Springer International Publishing, 2019.
    Published • 10.1007/978-3-030-30241-2_23
  3. Pádua, Luís; Guimarães, Nathalie; Adão, Telmo; Marques, Pedro; Peres, Emanuel; Sousa, António; Sousa, Joaquim J.. "Classification of an Agrosilvopastoral System Using RGB Imagery from an Unmanned Aerial Vehicle". In Progress in Artificial Intelligence, 248-257. Springer International Publishing, 2019.
    10.1007/978-3-030-30241-2_22
  4. Marques, Pedro; Pádua, Luís; Adão, Telmo; Hruška, Jonáš; Sousa, José; Peres, Emanuel; Sousa, Joaquim J.; Morais, Raul; Sousa, António. "Grapevine Varieties Classification Using Machine Learning". In Progress in Artificial Intelligence, 186-199. Springer International Publishing, 2019.
    10.1007/978-3-030-30241-2_17
  5. Pádua, L.; Adão, T.; Narciso, D.; Cunha, A.; Magalhães, L.; Peres, E.. "Towards modern cost-effective and lightweight Augmented Reality setups". 396-423. 2018.
Conference abstract
  1. Marques, P.; Pádua, L.; Sousa, J.J.; Fernandes-Silva, A.. "Uso de imagens aéreas de veículos aéreos não tripulados na avaliação do stresse hídrico em oliveiras: Uma abordagem para agricultura sustentável face ao aquecimento global". Paper presented in VII Jornadas de Engenharia Agronómica, Vila Real, 2023.
  2. Stolarski, Oiliam Carlos; Fraga, Helder; Joaquim, J. Sousa; Padua, Luis. "Utilização de dados multiespectrais do Sentinel-2 e de VANT para melhorar a monitorização do ciclo vegetativo da videira". Paper presented in VI Jornadas de Engenharia Agronómica, Vila Real, 2022.
  3. Marques, Pedro; Pádua, Luís; Barreales, David; Ribeiro, António; Sousa, Joaquim J.; Fernandes-Silva, Anabela. "Fertilização e rega deficitária no olival: impacto na refletância espectral foliar com recurso a veículos aéreos não tripulados". Paper presented in VI Jornadas de Engenharia Agronómica, Vila Real, 2022.
  4. Pádua, Luís; Jurado, Juan M.; Lopes, Domingos; Martins, Rui; Santos, Fátima B.; Soares, Paula; Coelho, André; et al. "Estudos sobre a potencialidade da tecnologia LIDAR na quantificação do stock de biomassa em estratos arbóreos e arbustivos". Paper presented in 9º Congresso Florestal Nacional, Funchal, 2022.
  5. Fernandes-Silva, Anabela; Marques, Pedro; Coelho, André; Pádua, Luís. Corresponding author: Fernandes-Silva, Anabela. "Estimativa da produção do olival através de índices de vegetação: caso estudo na cv. Cobrançosa submetida a diferentes estratégias de rega". Paper presented in XI Congresso Nacional De Rega e Drenagem, Beja, 2022.
  6. Rodríguez-Febereiro, M.; González Vázquez, X. P.; Pádua, L.; Fandiño, M.; Marques, P.; Cancela, J.J.; Fernandes-Silva, A.. "Uso de imágenes satelitales para la gestión del estado hídrico de los cultivos galicia e norte de portugal". Paper presented in V Congreso Nacional de Ingenieros Agrónomos, Lleida, 2022.
  7. Marques, P.; Pádua, L.; Sousa, J.J.; Fernandes-Silva, A.. "A Análise do impacto da rega deficitária na refletância da oliveira com recurso a imagens aéreas de alta resolução". Paper presented in VIII Congresso Nacional De Rega e Drenagem, Online Congress, 2020.
  8. Marques, P.; Pádua, L.; Sousa, J.J.; Fernandes-Silva, A.. "Deficit irrigation in olive trees: impact in vegetation índices values". Paper presented in XVI European Society for Agronomy Congress, Online Congress, 2020.
  9. Marques, P.; Pádua, Luís; Sousa, J.J.; Fernandes-Silva, A.. "Estimativa do índice de área foliar em olivais a partir de dados multiespectrais de veículos aéreos não tripulados". Paper presented in II Simpósio Ibérico de Engenharia Hortícola 2020, Viana do Castelo, 2020.
  10. Marques, P.; Pádua, L.; Sousa, J.J.; Fernandes-Silva, A.. "Irrigation system assessment in olive orchards by thermal infrared imagery". Paper presented in Congresso Internacional Digital Agro-food & Forestry (r)evolution, Vila Real, 2019.
  11. Marques, P.; Pádua, L.; Reis, M.; Alves, C.; Alves, P.; Sousa, J.J.; Fernandes-Silva, A.. "Utilização de veículos aéreos não tripulados na olivicultura no apoio à gestão da rega". Paper presented in II Simpósio Nacional de Fertilização e Rega, Vila Real, 2019.
  12. Pádua, Luís; Pedro Marques; Sousa, Joaquim João; Martins, Luís. "Monitorização da fitossanidade de castanheiros com imagens aéreas de alta resolução obtidas por veículos aéreos não tripulados". Paper presented in III Simpósio Nacional da Castanha, Bragança, 2018.
    Published
  13. Pádua, Luís; Adão, Telmo; Marques, Pedro; Hruška, Jonáš; Peres, Emanuel; Sousa, António; Morais, Raul; Sousa, Joaquim J.. "Extração de parâmetros de biomassa na vinha através de séries temporais adquiridas por VANT". Paper presented in III Jornadas de Engenharia Agronómica, Vila Real, 2018.
    Published
  14. Hruška, Jonáš; Pádua, Luís; Adão, Telmo; Marques, Pedro; Lourenço, José Martinho; Peres, Emanuel; Sousa, António; Morais, Raul; Sousa, Joaquim J.. "The need of GCPs for multi-temporal analysis in agricultural applications". Paper presented in III Jornadas de Engenharia Agronómica, Vila Real, 2018.
    Published
  15. Adão, Telmo; Pádua, Luís; Hruška, Jonáš; Marques, Pedro; Peres, Emanuel; Sousa, Joaquim J.; Sousa, António; Morais, Raul. "Método piloto para deteção de parcelas de vinha na Região do Douro através de imagens aéreas de alta resolução". Paper presented in III Jornadas de Engenharia Agronómica, Vila Real, 2018.
    Published
  16. Marques, Pedro; Pádua, Luís; Hruška, Jonáš; Adão, Telmo; Peres, Emanuel; Sousa, António; Sousa, Joaquim J.. "Deteção e Monitorização Automática de Castanheiros com base em Imagens Aéreas de Alta Resolução". Paper presented in III Jornadas de Engenharia Agronómica, Vila Real, 2018.
    Published
  17. Pádua, Luís; Nuno Silva; Adão, Telmo; Peres, Emanuel; Sousa, Joaquim J.. "UAV-based Thermal Infrared Imagery in Agriculture and Forestry: a Review". Paper presented in 6th Conference for Unmanned Aerial Systems for Environmental Research, Split, 2018.
    Published
  18. Nuno Silva; Pádua, Luís; Morais, Raul; Peres, Emanuel; Sousa, Joaquim J.. "A New Low Cost UAV Concept for R&D and Environmental Applications". Paper presented in 6th Conference for Unmanned Aerial Systems for Environmental Research, Split, 2018.
    Published
  19. Pádua, Luís; Salgado, Paulo; Adão, Telmo; Peres, Emanuel; Sousa, Joaquim J.. "Vineyard Mapping in Steep Slope Terrains using High-resolution Aerial Imagery". Paper presented in 6th Conference for Unmanned Aerial Systems for Environmental Research, Split, 2018.
    Published
  20. Pádua, Luís; Adão, Telmo; Hruška, Jonáš; Marques, Pedro; Sousa, Joaquim J.; Sousa, António; Peres, Emanuel; Morais, Raul. "Vineyard detection from the combination of RGB and red edge-based UAS imagery". Paper presented in Small Unmanned Aerial Systems for Environmental Research – 5th Edition, Vila Real, 2017.
    Published
  21. Adão, Telmo; Peres, Emanuel; Pádua, Luís; Hruška, Jonáš; Sousa, Joaquim J.; Morais, Raul. "UAS-based hyperspectral sensing methodology for continuous monitoring and early detection of vineyard anomalies". Paper presented in Small Unmanned Aerial Systems for Environmental Research – 5th Edition, Vila Real, 2017.
    Published
  22. Pereira, Ricardo; Pimenta, Manuel; Adão, Telmo; Pádua, Luís; Hruška, Jonáš; Vanko, Jakub; Sousa, Joaquim J.; Peres, Emanuel; Morais, Raul. "The right UAS for your agroforestry application: a web-based decision support system". Paper presented in Small Unmanned Aerial Systems for Environmental Research – 5th Edition, Vila Real, 2017.
    Published
  23. Hruška, Jonáš; Vasques, Manuel; Pádua, Luís; Adão, Telmo; Sousa, Joaquim J.; Sousa, António; Peres, Emanuel; Gonçalves, José; Lourenço, José Martinho. "Target influence in ground control point identification using high-resolution aerial images". Paper presented in Small Unmanned Aerial Systems for Environmental Research – 5th Edition, Vila Real, 2017.
    Published
  24. Martins, Luís; Castro, João; Bento, Ricardo; Sousa, Joaquim J.; Pádua, Luís. "Chestnut health monitoring by aerial photographs obtained by unnamed aerial vehicle". Paper presented in Small Unmanned Aerial Systems for Environmental Research – 5th Edition, Vila Real, 2017.
    Published
  25. Marques, Pedro; Pádua, Luís; Adão, Telmo; Hruška, Jonáš; Sousa, Joaquim J.; Peres, Emanuel; Martins, Luís; Sousa, António. "Automatic chestnut trees monitoring by aerial photographs obtained by unnamed aerial vehicle". Paper presented in Small Unmanned Aerial Systems for Environmental Research – 5th Edition, Vila Real, 2017.
    Published
Conference paper
  1. Guimarães, Nathalie; Pádua, Luís; Sousa, Joaquim J.; Bento, Albino; Couto, Pedro. "Identification of aphids using machine learning classifiers on UAV-based multispectral data". Paper presented in 2023 IEEE International Geoscience and Remote Sensing Symposium, Passadena, 2023.
    10.1109/IGARSS52108.2023.10281655
  2. Pedro Marques; Pádua, Luís; Anabela Fernandes-Silva; Joaquim J. Sausa. "UAV Flight Configuration Impact on the Estimation of Dendrometric Parameters in Olive Trees". Paper presented in 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur (Hybrid), 2022.
    10.1109/igarss46834.2022.9884250
  3. Guimaraes, Nathalie; Padua, Luis; Sousa, Joaquim J.; Bento, Albino; Couto, Pedro. "Almond orchard management using multi-temporal UAV data: a proof of concept". Paper presented in 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur (Hybrid), 2022.
    10.1109/IGARSS46834.2022.9883370
  4. Marques, P.; Pádua, L.; Sousa, J.J.; Fernandes-Silva, A.. "Assessment of UAV thermal imagery to monitor water stress in olive trees". Paper presented in XXXI International Horticultural Congress (IHC2022): International Symposium on Water: a Worldwide Challenge for Horticulture!, Angers, 2022.
    10.17660/ActaHortic.2023.1373.21
  5. Gomes, João Pedro; Sousa, Joaquim J.; Pádua, Luís; Cunha, Carlos R.; Cunha, António. "Characterization of seaweed communities using deep learning applied to UAV-based hyperspectral images". Paper presented in CENTERIS 2021 International Conference on ENTERprise Information Systems, Braga, 2021.
  6. Carneiro, G.; Pádua, L.; Sousa, J.J.; Peres, E.; Morais, R.; Cunha, A.. "Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment". Paper presented in 2021 IEEE International Geoscience and Remote Sensing Symposium, Brussels, 2021.
    10.1109/IGARSS47720.2021.9555141
  7. Borges, D.; Pádua, L.; Azevedo, I.C.; Silva, J.; Sousa, J.J.; Sousa-Pinto, I.; Gonçalves, J.A.. "Classification of an Intertidal Reef by Machine Learning Techniques Using UAV Based RGB and Multispectral Imagery". Paper presented in 2021 IEEE International Geoscience and Remote Sensing Symposium, Brussels, 2021.
    10.1109/IGARSS47720.2021.9554221
  8. Jurado, J.M.; Pádua, L.; Hruska, J.; Jiménez, R.; Feito, F.R.; Sousa, J.J.. "BRDF Sampling from Hyperspectral Images: A Proof of Concept". Paper presented in 2021 IEEE International Geoscience and Remote Sensing Symposium, Brussels, 2021.
    10.1109/IGARSS47720.2021.9554914
  9. Lourenço, J.; Teixeira, J.; Carvalho, P.; Pádua, L.; Adão, T.; Peres, E.; Sousa, J.J.. "Virtual Environments & Precision Viticulture: A Case Study". Paper presented in 2021 IEEE International Geoscience and Remote Sensing Symposium, Brussels, 2021.
    10.1109/IGARSS47720.2021.9553849
  10. Hruska, Jonas; Pádua, Luís; Adao, Telmo; Peres, Emanuel; Martinho, Jose; Sousa, Joaquim J.. "Target Influence on Ground Control Points (GCPs) Identification in Aerial Images". Paper presented in 2020 IEEE International Geoscience and Remote Sensing Symposium, Virtual Symposium, 2020.
    10.1109/igarss39084.2020.9324222
  11. Albepsy, Benjamin; Pádua, Luís; Roux, Emile; Sousa, Joaquim J.. "The New Paramotor Project: Flexibility at Low Cost to Overcome Main Limitations of Multi-Copters and Fixed-Wings UAVs". Paper presented in 2020 IEEE International Geoscience and Remote Sensing Symposium, Virtual Symposium, 2020.
    10.1109/igarss39084.2020.9323929
  12. Pádua, Luís; Marques, Pedro; Martins, Luís; Sousa, António; Peres, Emanuel; Sousa, Joaquim J.. "Estimation of Leaf Area Index in Chestnut Trees using Multispectral Data from an Unmanned Aerial Vehicle". Paper presented in 2020 IEEE International Geoscience and Remote Sensing Symposium, Virtual Symposium, 2020.
    10.1109/igarss39084.2020.9324614
  13. Marques, Pedro; Pádua, Luís; Brito, Thyago; Sousa, Joaquim J.; Fernandes-Silva, Anabela. "Monitoring of Olive Trees Temperatures under Different Irrigation Strategies by UAV Thermal Infrared Imagery". Waikoloa, 2020.
    10.1109/igarss39084.2020.9323624
  14. Adao, Telmo; Soares, Abel; Padua, Luis; Guimardes, Nathalie; Pinho, Tatiana; Sousa, Joaquim J.; Morais, Raul; Peres, Emanuel. "Mysense-Webgis: A Graphical Map Layering-Based Decision Support Tool for Agriculture". Paper presented in 2020 IEEE International Geoscience and Remote Sensing Symposium, Virtual Symposium, 2020.
    10.1109/igarss39084.2020.9323885
  15. Padua, Luis; Adao, Telmo; Hruska, Jonas; Guimaraes, Nathalie; Marques, Pedro; Peres, Emanuel; Sousa, Joaquim J.. "Vineyard Classification Using Machine Learning Techniques Applied to RGB-UAV Imagery". Paper presented in 2020 IEEE International Geoscience and Remote Sensing Symposium, Virtual Symposium, 2020.
    10.1109/igarss39084.2020.9324380
  16. Pádua, Luís. "Deteção automática de vinha e extração de parâmetros individuais das plantas por imagem aérea de alta resolução". Paper presented in IX Conferência Nacional de Cartografia e Geodesia (IX CNCG), Lisboa, 2018.
    Published
  17. Pádua, Luís. "Addressing anomalies on grapevines leaves: comparing unsupervised clustering, classification-based neural networks and vegetation indices using RGB images". Paper presented in IX Conferência Nacional de Cartografia e Geodesia (IX CNCG), Lisboa, 2018.
    Published
  18. Pádua, Luís. "Extração automática de parâmetros de olival através de dados de alta resolução adquiridos por veículos aéreos não tripulados". Paper presented in IX Conferência Nacional de Cartografia e Geodesia (IX CNCG), Lisboa, 2018.
  19. Pádua, Luís. "mySense: uma plataforma de IOT integradora de dados de múltiplas fontes para aplicações agroflorestais com cariz de polivalência". Paper presented in IX Conferência Nacional de Cartografia e Geodesia (IX CNCG), Lisboa, 2018.
  20. Pádua, Luís. "Evaluation of narrow band vegetation indices for anomaly detection in vine leaves". Paper presented in IX Conferência Nacional de Cartografia e Geodesia (IX CNCG), Lisboa, 2018.
    Published
  21. Pádua, Luís. "Hyperspectral data acquisition and processing for early anomaly detection in vineyards". Paper presented in IX Conferência Nacional de Cartografia e Geodesia (IX CNCG), Portugal, 2018.
    Published
  22. Pádua, Luís. "Utilização de imagens térmicas adquiridas por veículos aéreos não tripulados em aplicações agrícolas". Paper presented in IX Conferência Nacional de Cartografia e Geodesia (IX CNCG), Lisboa, 2018.
    Published
  23. Hruska, Jonas; Adao, Telmo; Padua, Luis; Marques, Pedro; Peres, Emanuel; Sousa, Antonio; Morais, Raul; Sousa, Joaquim Joao. "Deep Learning-Based Methodological Approach for Vineyard Early Disease Detection Using Hyperspectral Data". Paper presented in IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Valência, 2018.
    10.1109/igarss.2018.8519136
  24. Pádua, Luís; Marques, Pedro; Adão, Telmo; Hruška, Jonáš; Peres, Emanuel; Morais, Raul; Sousa, António; Sousa, Joaquim J.. "UAS-based imagery and photogrammetric processing for tree height and crown diameter extraction". Paper presented in International Conference on Geoinformatics and Data Analysis, Praga, 2018.
    Published
  25. Pádua, Luís; Adão, Telmo; Hruška, Jonáš; Marques, Pedro; Sousa, António; Morais, Raul; Lourenço, José Martinho; Sousa, Joaquim J.; Peres, Emanuel. "UAS-based photogrammetry of cultural heritage sites: a case study addressing Chapel of Espírito Santo and photogrammetric software comparison". Paper presented in International Conference on Geoinformatics and Data Analysis, Praga, 2018.
    Published
  26. Hruška, Jonáš; Adão, Telmo; Pádua, Luís; Marques, Pedro; Cunha, António; Peres, Emanuel; Sousa, António; Morais, Raul; Sousa, Joaquim J.. "Machine learning classification methods in hyperspectral data processing for agricultural applications". Paper presented in International Conference on Geoinformatics and Data Analysis, Praga, 2018.
    Published
  27. Adão, Telmo; Pádua, Luís; Hruška, Jonáš; Marques, Pedro; Peres, Emanuel; Sousa, Joaquim J.; Cunha, António; Sousa, António; Morais, Raul. "A pilot digital image processing approach for detecting vineyard parcels in Douro Region through high-resolution aerial imagery". Paper presented in International Conference on Geoinformatics and Data Analysis, Praga, 2018.
    Published
  28. Adao, T.; Padua, L.; Hruska, J.; Peres, E.; Sousa, J. J.; Morais, R.; Magalhaes, L. G.. "Bringing together UAS-based land surveying and procedural modelling of buildings to set up enhanced VR environments for cultural heritage". Paper presented in 2017 24º Encontro Portugues de Computacao Grafica e Interacao (EPCGI) [2017 24th Portuguese Meeting of Computer Graphics and Interaction], Guimarães, 2017.
    Published • 10.1109/epcgi.2017.8124309
Conference poster
  1. Pádua, Luís. "Extração de parâmetros de biomassa na vinha através de séries temporais adquiridas por VANT". Paper presented in III Jornadas de Engenharia Agronómica, 2018.
Journal article
  1. Nathalie Guimarães; Helder Fraga; Joaquim J. Sousa; Luís Pádua; Albino Bento; Pedro Couto. "Comparative Evaluation of Remote Sensing Platforms for Almond Yield Prediction". AgriEngineering (2024): https://doi.org/10.3390/agriengineering6010015.
    10.3390/agriengineering6010015
  2. Tomás Simes; Luís Pádua; Alexandra Moutinho. "Wildfire Burnt Area Severity Classification from UAV-Based RGB and Multispectral Imagery". Remote Sensing (2023): https://doi.org/10.3390/rs16010030.
    10.3390/rs16010030
  3. Pedro Marques; Luís Pádua; Joaquim J. Sousa; Anabela Fernandes-Silva. "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 (2023): https://doi.org/10.3390/rs15194777.
    10.3390/rs15194777
  4. Nathalie Guimarães; Luís Pádua; Joaquim J. Sousa; Albino Bento; Pedro Couto. "Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data". International Journal of Remote Sensing (2023): https://doi.org/10.1080/01431161.2023.2185913.
    10.1080/01431161.2023.2185913
  5. Guimarães, Nathalie; Pádua, Luís; Sousa, Joaquim J.; Bento, Albino; Couto, Pedro. "Monitorização da amendoeira através de dados espacio-temporais adquiridos por veículo aéreo não tripulado". Revista de Ciências Agrárias 46 2 (2023): https://doi.org/10.19084/rca.31336.
    10.19084/rca.31336,title
  6. Fonseca, A.; Santos, J.; Pádua, L.; Santos, M.. "Unveiling the future of relict Mediterranean mountain peatlands by integrating the potential response of ecological indicators with environmental suitability assessments". Ecological Indicators 157 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85176502511&partnerID=MN8TOARS.
    10.1016/j.ecolind.2023.111206
  7. Figueiredo, Nuno; Pádua, Luís; Cunha, António; Sousa, Joaquim J.; Sousa, António. "Exploratory approach for automatic detection of vine rows in terrace vineyards". Procedia Computer Science 219 (2023): 139-144. http://dx.doi.org/10.1016/j.procs.2023.01.274.
    10.1016/j.procs.2023.01.274
  8. Pinto, Jorge; Sousa, António; Sousa, Joaquim J.; Peres, Emanuel; Pádua, Luís. "Acacia dealbata classification from aerial imagery acquired using unmanned aerial vehicles". Procedia Computer Science 219 (2023): 626-633. http://dx.doi.org/10.1016/j.procs.2023.01.332.
    10.1016/j.procs.2023.01.332
  9. Luís Pádua; Pamela Chiroque-Solano; Pedro Marques; Joaquim Sousa; Emanuel Peres. "Mapping the Leaf Area Index of Castanea sativa Miller Using UAV-Based Multispectral and Geometrical Data". Drones (2022): https://doi.org/10.3390/drones6120422.
    10.3390/drones6120422
  10. Luís Pádua; Lia Duarte; Ana M. Antão-Geraldes; Joaquim J. Sousa; João Paulo Castro. "Spatio-Temporal Water Hyacinth Monitoring in the Lower Mondego (Portugal) Using Remote Sensing Data". Plants (2022): https://doi.org/10.3390/plants11243465.
    10.3390/plants11243465
  11. Oiliam Stolarski; Hélder Fraga; Joaquim J. Sousa; Luís Pádua. "Synergistic Use of Sentinel-2 and UAV Multispectral Data to Improve and Optimize Viticulture Management". Drones (2022): https://doi.org/10.3390/drones6110366.
    10.3390/drones6110366
  12. Joaquim J. Sousa; Piero Toscano; Alessandro Matese; Salvatore Filippo Di Gennaro; Andrea Berton; Matteo Gatti; Stefano Poni; et al. "UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications". Sensors (2022): https://doi.org/10.3390/s22176574.
    10.3390/s22176574
  13. Luís Pádua; Sara Bernardo; Lia-Tânia Dinis; Carlos Correia; José Moutinho-Pereira; Joaquim J. Sousa. "The Efficiency of Foliar Kaolin Spray Assessed through UAV-Based Thermal Infrared Imagery". Remote Sensing (2022): https://doi.org/10.3390/rs14164019.
    10.3390/rs14164019
  14. Luís Pádua; Ana M. Antão-Geraldes; Joaquim J. Sousa; Manuel Ângelo Rodrigues; Verónica Oliveira; Daniela Santos; Maria Filomena P. Miguens; João Paulo Castro. "Water Hyacinth (Eichhornia crassipes) Detection Using Coarse and High Resolution Multispectral Data". Drones 6 2 (2022): 47-47. https://doi.org/10.3390/drones6020047.
    10.3390/drones6020047
  15. Juan M. Jurado; J. Roberto Jiménez-Pérez; Luís Pádua; Francisco R. Feito; Joaquim J. Sousa. "An efficient method for acquisition of spectral BRDFs in real-world scenarios". Computers & Graphics 102 (2022): 154-163. https://doi.org/10.1016/j.cag.2021.08.021.
    10.1016/j.cag.2021.08.021
  16. Jurado-Rodríguez, D.; Jurado, J.M.; Páuda, L.; Neto, A.; Muñoz-Salinas, R.; Sousa, J.J.. "Semantic segmentation of 3D car parts using UAV-based images". Computers and Graphics (Pergamon) 107 (2022): 93-103. http://www.scopus.com/inward/record.url?eid=2-s2.0-85134818777&partnerID=MN8TOARS.
    10.1016/j.cag.2022.07.008
  17. Jurado, J.M.; López, A.; Pádua, L.; Sousa, J.J.. "Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry". International Journal of Applied Earth Observation and Geoinformation 112 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85132784709&partnerID=MN8TOARS.
    10.1016/j.jag.2022.102856
  18. Pádua, L.; Matese, A.; Di Gennaro, S.F.; Morais, R.; Peres, E.; Sousa, J.J.. "Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions". Computers and Electronics in Agriculture 196 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85127192347&partnerID=MN8TOARS.
    10.1016/j.compag.2022.106905
  19. Silva, Diogo M.; Bernardin, Théo; Fanton, Kévin; Nepaul, Roshan; Pádua, Luís; Sousa, Joaquim J.; Cunha, António. "Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning". Procedia Computer Science 196 (2022): 125-132. http://dx.doi.org/10.1016/j.procs.2021.11.081.
    10.1016/j.procs.2021.11.081
  20. Telmo Adão; Tatiana Pinho; Luís Pádua; Luís G. Magalhães; Joaquim J. Sousa; Emanuel Peres. "Prototyping IoT-Based Virtual Environments: An Approach toward the Sustainable Remote Management of Distributed Mulsemedia Setups". Applied Sciences 11 19 (2021): 8854-8854. https://doi.org/10.3390/app11198854.
    10.3390/app11198854
  21. Lia Duarte; Ana Cláudia Teodoro; Joaquim J. Sousa; Luís Pádua. "QVigourMap: A GIS Open Source Application for the Creation of Canopy Vigour Maps". Agronomy 11 5 (2021): 952-952. https://doi.org/10.3390/agronomy11050952.
    10.3390/agronomy11050952
  22. Jurado Rodriguez JuanManuel; Luis Padua; Jonas Hruska; Francisco R. Feito; Joaquim J. Sousa. "An Efficient Method for Generating UAV-Based Hyperspectral Mosaics Using Push-Broom Sensors". IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 6515-6531. https://doi.org/10.1109%2Fjstars.2021.3088945.
    10.1109/jstars.2021.3088945
  23. Nathalie Guimarães; Luís Pádua; Telmo Adão; Jonáš Hruška; Emanuel Peres; Joaquim J. Sousa. "VisWebDrone: A Web Application for UAV Photogrammetry Based on Open-Source Software". ISPRS International Journal of Geo-Information (2020): https://doi.org/10.3390/ijgi9110679.
    10.3390/ijgi9110679
  24. Jurado, Juan M.; Pádua, Luís; Feito, Francisco R.; Sousa, Joaquim J.. "Automatic Grapevine Trunk Detection on UAV-Based Point Cloud". Remote Sensing 12 18 (2020): 3043. http://dx.doi.org/10.3390/rs12183043.
    Published • 10.3390/rs12183043
  25. Pádua, Luís; Marques, Pedro; Martins, Luís; Sousa, António; Peres, Emanuel; Sousa, Joaquim J.. "Monitoring of Chestnut Trees Using Machine Learning Techniques Applied to UAV-Based Multispectral Data". Remote Sensing 12 18 (2020): 3032. http://dx.doi.org/10.3390/rs12183032.
    Open access • 10.3390/rs12183032
  26. Luís Pádua; Nathalie Guimarães; Telmo Adão; António Sousa; Emanuel Peres; Joaquim J. Sousa. "Effectiveness of Sentinel-2 in Multi-Temporal Post-Fire Monitoring When Compared with UAV Imagery". ISPRS International Journal of Geo-Information 9 4 (2020): 225-225. https://doi.org/10.3390/ijgi9040225.
    10.3390/ijgi9040225
  27. Nathalie Guimarães; Luís Pádua; Pedro Marques; Nuno Silva; Emanuel Peres; Joaquim J. Sousa. "Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities". Remote Sensing 12 6 (2020): 1046-1046. https://doi.org/10.3390/rs12061046.
    10.3390/rs12061046
  28. Luís Pádua; José Sousa; Jakub Vanko; Jonáš Hruška; Telmo Adão; Emanuel Peres; António Sousa; Joaquim J. Sousa. "Digital Reconstitution of Road Traffic Accidents: A Flexible Methodology Relying on UAV Surveying and Complementary Strategies to Support Multiple Scenarios". International Journal of Environmental Research and Public Health 17 6 (2020): 1868-1868. https://doi.org/10.3390/ijerph17061868.
    10.3390/ijerph17061868
  29. Pádua, Luís; Adão, Telmo; Sousa, António; Peres, Emanuel; Sousa, Joaquim J.. "Individual Grapevine Analysis in a Multi-Temporal Context Using UAV-Based Multi-Sensor Imagery". Remote Sensing 12 1 (2020): 139. http://dx.doi.org/10.3390/rs12010139.
    Published • 10.3390/rs12010139
  30. Adão, Telmo; Pádua, Luís; Narciso, David; Sousa, Joaquim João; Agrellos, Luís; Peres, Emanuel; Magalhães, Luís. "MixAR: A Multi-Tracking Mixed Reality System to Visualize Virtual Ancient Buildings Aligned Upon Ruins". Journal of Information Technology Research 12 4 (2019): 1-33. http://dx.doi.org/10.4018/jitr.2019100101.
    10.4018/jitr.2019100101
  31. Luís Pádua; Pedro Marques; Telmo Adão; Nathalie Guimarães; António Sousa; Emanuel Peres; Joaquim João Sousa. "Vineyard Variability Analysis through UAV-Based Vigour Maps to Assess Climate Change Impacts". Agronomy (2019): https://doi.org/10.3390/agronomy9100581.
    10.3390/agronomy9100581
  32. Pádua, L.; Adão, T.; Guimarães, N.; Sousa, A.; Peres, E.; Sousa, J. J.. "POST-FIRE FORESTRY RECOVERY MONITORING USING HIGH-RESOLUTION MULTISPECTRAL IMAGERY FROM UNMANNED AERIAL VEHICLES". ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3/W8 (2019): 301-305. http://dx.doi.org/10.5194/isprs-archives-xlii-3-w8-301-2019.
    10.5194/isprs-archives-xlii-3-w8-301-2019
  33. Hruška, J.; Adão, T.; Pádua, L.; Guimarães, N.; Peres, E.; Morais, R.; Sousa, J. J.. "EVALUATION OF MACHINE LEARNING TECHNIQUES IN VINE LEAVES DISEASE DETECTION: A PRELIMINARY CASE STUDY ON FLAVESCENCE DORÉE". ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3/W8 (2019): 151-156. http://dx.doi.org/10.5194/isprs-archives-xlii-3-w8-151-2019.
    Published • 10.5194/isprs-archives-xlii-3-w8-151-2019
  34. Hruška, J.; Adão, T.; Pádua, L.; Guimarães, N.; Peres, E.; Morais, R.; Sousa, J. J.. "Evaluation of machine learning techniques in vine leaves disease detection: A preliminary case study on flavescence dorée". The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3/W8 (2019): 151-156. http://dx.doi.org/10.5194/isprs-archives-xlii-3-w8-151-2019.
    10.5194/isprs-archives-xlii-3-w8-151-2019
  35. Adão, T.; Pádua, L.; Pinho, T. M.; Hruška, J.; Sousa, A.; Sousa, J. J.; Morais, R.; Peres, E.. "MULTI-PURPOSE CHESTNUT CLUSTERS DETECTION USING DEEP LEARNING: A PRELIMINARY APPROACH". ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3/W8 (2019): 1-7. http://dx.doi.org/10.5194/isprs-archives-xlii-3-w8-1-2019.
    10.5194/isprs-archives-xlii-3-w8-1-2019
  36. Adão, T.; Pinho, T. M.; Pádua, L.; Santos, N.; Sousa, A.; Sousa, J. J.; Peres, E.. "USING VIRTUAL SCENARIOS TO PRODUCE MACHINE LEARNABLE ENVIRONMENTS FOR WILDFIRE DETECTION AND SEGMENTATION". ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3/W8 (2019): 9-15. http://dx.doi.org/10.5194/isprs-archives-xlii-3-w8-9-2019.
    Published • 10.5194/isprs-archives-xlii-3-w8-9-2019
  37. Morais, Raul; Silva, Nuno; Mendes, Jorge; Adão, Telmo; Pádua, Luís; López-Riquelme, J.A.; Pavón-Pulido, N.; Sousa, Joaquim João; Peres, Emanuel. "mySense: A comprehensive data management environment to improve precision agriculture practices". Computers and Electronics in Agriculture 162 (2019): 882-894. http://dx.doi.org/10.1016/j.compag.2019.05.028.
    Published • 10.1016/j.compag.2019.05.028
  38. Adão, Telmo; Pádua, Luís; Marques, Pedro; Sousa, Joaquim João; Peres, Emanuel; Magalhães, Luís. "Procedural Modeling of Buildings Composed of Arbitrarily-Shaped Floor-Plans: Background, Progress, Contributions and Challenges of a Methodology Oriented to Cultural Heritage". Computers 8 2 (2019): 38. http://dx.doi.org/10.3390/computers8020038.
    10.3390/computers8020038
  39. Marques, Pedro; Pádua, Luís; Adão, Telmo; Hruška, Jonáš; Peres, Emanuel; Sousa, António; Sousa, Joaquim J.. "UAV-Based Automatic Detection and Monitoring of Chestnut Trees". Remote Sensing 11 7 (2019): 855. http://dx.doi.org/10.3390/rs11070855.
    Published • 10.3390/rs11070855
  40. Borges, Débora; Azevedo, Isabel; Pádua, Luís; Adão, Telmo; Peres, Emanuel; Sousa, Joaquim; Sousa Pinto, Isabel; Gonçalves, José. "Mapping seaweed beds using multispectral imagery retrieved by unmanned aerial vehicles". Frontiers in Marine Science 6 (2019): http://dx.doi.org/10.3389/conf.fmars.2019.08.00177.
    10.3389/conf.fmars.2019.08.00177
  41. Luís Pádua; Pedro Marques; Jonáš Hruška; Telmo Adão; Emanuel Peres; Raul Morais; Joaquim J. Sousa. "Multi-Temporal Vineyard Monitoring through UAV-Based RGB Imagery". Remote Sensing (2018): http://www.mdpi.com/2072-4292/10/12/1907.
    10.3390/rs10121907
  42. Pádua, Luís; Marques, Pedro; Hruška, Jonáš; Adão, Telmo; Bessa, José; Sousa, António; Peres, Emanuel; Morais, Raul; Sousa, Joaquim J.. "Vineyard properties extraction combining UAS-based RGB imagery with elevation data". International Journal of Remote Sensing 1 (2018): 1-25.
    Published • 10.1080/01431161.2018.1471548
  43. Adão, Telmo; Pádua, Luís; Fonseca, Miguel; Agrellos, Luís; Sousa, Joaquim J.; Magalhães, Luís; Peres, Emanuel. "A rapid prototyping tool to produce 360° video-based immersive experiences enhanced with virtual/multimedia elements". Procedia Computer Science 138 (2018): 441-453. http://dx.doi.org/10.1016/j.procs.2018.10.062.
    10.1016/j.procs.2018.10.062
  44. Pádua, Luís; Vanko, Jakub; Hruška, Jonáš; Adão, Telmo; Sousa, Joaquim J.; Peres, Emanuel; Morais, Raul. "UAS, sensors, and data processing in agroforestry: a review towards practical applications". International Journal of Remote Sensing 38 8-10 (2017): 2349-2391.
    Published • 10.1080/01431161.2017.1297548
  45. Pádua, Luís; Hruška, Jonáš; Bessa, José; Adão, Telmo; Martins, Luís; Gonçalves, José; Peres, Emanuel; et al. "Multi-Temporal Analysis of Forestry and Coastal Environments Using UASs". Remote Sensing 10 2 (2017): 24-24.
    Published • 10.3390/rs10010024
  46. Adão, Telmo; Hruška, Jonáš; Pádua, Luís; Bessa, José; Peres, Emanuel; Morais, Raul; Sousa, Joaquim J.. "Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry". Remote Sensing 9 11 (2017): 1110-11.
    Published • 10.3390/rs9111110
  47. Pádua, Luís; Adão, Telmo; Hruška, Jonáš; Sousa, Joaquim J.; Peres, Emanuel; Morais, Raul; Sousa, António. "Very high resolution aerial data to support multi-temporal precision agriculture information management". Procedia Computer Science 121 1 (2017): 407-414.
    Published • 10.1016/j.procs.2017.11.055
  48. Pádua, Luís; Adão, Telmo; Narciso, David; Cunha, António; Magalhães, Luís; Peres, Emanuel. "Towards Modern Cost-effective and Lightweight Augmented Reality Setups". International Journal of Web Portals 7 2 (2015): 33-59.
    Published • 10.4018/ijwp.2015040103
  49. Pádua, Luís; Narciso, David; Adão, Telmo; Cunha, António; Peres, Emanuel; Magalhães, Luís. "Cost-effective and Lightweight Mobile Units for MixAR: A Comparative Trial among Different Setups". Procedia Computer Science 64 1 (2015): 870-878.
    Published • 10.1016/j.procs.2015.08.597
  50. Narciso, David; Pádua, Luís; Adão, Telmo; Peres, Emanuel; Magalhães, Luís. "MixAR Mobile Prototype: Visualizing Virtually Reconstructed Ancient Structures In Situ". Procedia Computer Science 64 1 (2015): 852-861.
    Published • 10.1016/j.procs.2015.08.638
  51. Cunha, António; Pádua, Luís; Costa, Luís; Trigueiros, Paula. "Evaluation of MS Kinect for Elderly Meal Intake Monitoring". Procedia Technology 16 - (2014): 1383-1390.
    Published • 10.1016/j.protcy.2014.10.156
Report
  1. Ramos, Célia; Marques, Teresa Sá; Fernandes, António Augusto Fontainhas; Baptista, Alberto; Brito, Nuno; Fonseca, Carlos; Cristóvão, Artur ; et al. 2024. Proposta de Estratégia e Modelo Territorial -Programa Regional de Ordenamento do Território do NORTE (PROT-NORTE).. https://www.ccdr-n.pt/storage/app/media/uploaded-files/PROT_NORTE_CADERNO_III_ESTRATEGIA_MODELO_TERRITORIAL_08_01_2024.pdf.
  2. Fernandes, António Augusto Fontainhas; Alberto Moreira Baptista; Nuno Vieira e Brito; Carlos Fonseca; Artur Cristovão; Ana Marta-Costa; Catarina Cepêda; et al. 2023. Ecossistema Agroalimentar, Gestão Ativa do Território e Desenvolvimento Regional. https://www.ccdr-n.pt/storage/app/media/uploaded-files/ecossistema-agrolimentar-gestao-ativa-do-territorio-e-desenvolvimento-regional.pdf.
Thesis / Dissertation
  1. "Automatic analysis of UAS-based multi-temporal data as support to a precision agroforestry management system". PhD, Universidade de Trás-os-Montes e Alto Douro, 2021. https://repositorio.utad.pt/handle/10348/10417.
  2. Pádua, Luís. "Ultra-light and low-cost mobile augmented reality units". Master, Universidade de Trás-os-Montes e Alto Douro, 2015. http://hdl.handle.net/10348/6516.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/09/13 Utilização Sinérgica de Dados Multiespectrais do Sentinel-2 e UAV para Melhorar e Otimizar a Gestão da Viticultura Terra em Foco Conferência Nacional de Observação da Terra
Universidade do Minho (Braga, Portugal)
2024/09/12 Monitorização espaciotemporal de jacintos de água no Baixo Mondego utilizando dados de deteção remota Terra em Foco Conferência Nacional de Observação da Terra
Universidade do Minho (Braga, Portugal)
2023/05/11 Potencial de utilização de drones para a monitorização de (infra)estruturas Workshop "Novas Tecnologias rumo à Construção 4.0"
Universidade de Trás-os-Montes e Alto Douro (Vila Real, Portugal)
2022 Acacia Dealbata Classification From Aerial Imagery Acquired Using Unmanned Aerial Vehicles CENTERIS - International Conference on ENTERprise Information Systems
(Lisbon, Portugal)
2021/10/15 Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning CENTERIS 2021 – International Conference on ENTERprise Information Systems
(Braga, Portugal)
2020/10/02 Estimation of leaf area index in chestnut trees using multispectral data from an unmanned aerial vehicle IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
IEEE Geoscience and Remote Sensing Society (Virtual Event, United States)
2020/09/30 Vineyard classification using machine learning techniques applied to UAV RGB imagery IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
IEEE Geoscience and Remote Sensing Society (Virtual Event, United States)
2018/10/11 Monitorização da fitossanidade de castanheiros com imagens aéreas de alta resolução obtidas por veículos aéreos não tripulados III Simpósio Nacional da Castanha
RefCast- Associação Portuguesa da Castanha; Sociedade de Ciências Agrárias de Portugal; Instituto Politécnico de Bragança (Bragança, Portugal)
2018 The need of GCPs for multi-temporal analysis in agricultural applications III Jornadas de Engenharia Agronómica
(Vila Real, Portugal)
2017 Vineyard detection from the combination of RGB and red edge-based UAS imagery Small Unmanned Aerial Systems for Environmental Research – 5th Edition
(Vila Real, Portugal)
2017 Automatic chestnut trees monitoring by aerial photographs obtained by unnamed aerial vehicle Small Unmanned Aerial Systems for Environmental Research – 5th Edition
(Vila Real, Portugal)
2017 Bringing together UAS-based land surveying and procedural modelling of buildings to set up enhanced VR environments for cultural heritage EPCGI 2017 - Encontro Português de Computação Gráfica e Interação
(Guimarães, Portugal)
2017 Very high resolution aerial data to support multi-temporal precision agriculture information management CENTERIS - International Conference on ENTERprise Information Systems
(Barcelona, Spain)
2014 Evaluation of MS Kinect for Elderly Meal Intake Monitoring HCist - International Conference on Health and Social Care Information Systems and Technologies
(Setubal, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023 - Current Research grant BI/UTAD/55/2023
Supervisor
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023 - Current Evaluation of the Potential of Remote and Proximal Sensing Techniques in the Identification and Prevention of Vine Diseases
Supervisor
 Ciências Agronómicas e Florestais (PhD)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências Agrárias e Veterinárias, Portugal
2023 - Current Drought assessment in Mediterranean vineyards and olive orchards through remote sensing technologies
Co-supervisor
 TechAgro ¿ Tecnologias Emergentes aplicadas aos Sistemas Agro-florestais (PhD)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023/02 - 2023/07 Development of a methodology (in GIS software) to automatically isolate the vegetation belonging to vines on a given plot, identify rows and extract parameters related to the vegetative state of each plant
Supervisor
 Engenharia Geoespacial (Degree)
Universidade do Porto Faculdade de Ciências, Portugal
2023 - 2023 Wildfire Burnt Area Classification from Aerial Imagery
Co-supervisor
 Engenharia Mecânica (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/10 - 2022/11 Avaliação da potencialidade de utilização da deteção remota na viticultura do Douro, num contexto de alterações climáticas
Supervisor
 Engenharia Agronómica (Master)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências Agrárias e Veterinárias, Portugal
2022/02 - 2022/07 Aerial monitoring of invasive species using drones
Co-supervisor
 Engenharia Informática (Degree)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2021/03 - 2021/07 Estimativa de produção agrícola utilizando dados obtidos com VANT
Co-supervisor
 Engenharia Informática (Degree)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2021/03 - 2021/07 Estimativa de produção agrícola utilizando dados obtidos com VANT
Co-supervisor
 Engenharia Informática (Degree)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2020/02 - 2020/07 Classificação de parcelas de vinha através de dados multiespectrais obtidos por drone
Co-supervisor
 Licenciatura em Engenharia Informática (Degree)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2020/02 - 2020/07 Classificação de parcelas de vinha através de dados multiespectrais obtidos por drone
Co-supervisor
 Licenciatura em Engenharia Informática (Degree)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2018/02 - 2018/07 Deteção de folhas de diferentes espécies (3.º Ano, UC Projeto em Técnologias de Informação e Comunicação)
Co-supervisor
 Técnologias de Informação e Comunicação (Degree)
Universidade de Trás-os-Montes e Alto Douro, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023/12 - 2024/07 Sustainable Agrifood Production Seminars (2023/12 - 2024/07)
Seminar (Member of the Organising Committee)
 Universidade de Trás-os-Montes e Alto Douro Centro de Investigação e de Tecnologias Agro-Ambientais e Biologicas, Portugal

Institute for innovation, capacity building and sustainability of agri-food production, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2024/09/12 - 2024/09/13 Apresentação oral de trabalhos
Conference
 Terra em Foco Conferência Nacional de Observação da Terra
Universidade do Minho, Portugal
2020/09/26 - 2020/10/02 Apresentação oral de trabalhos
Symposium
 IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
IEEE Geoscience and Remote Sensing Society, United States
2018 - 2018 III Jornadas de Engenharia Agronómica
Meeting
 III Jornadas de Engenharia Agronómica
2017 - 2017 CENTERIS - International Conference on ENTERprise Information Systems
Conference
 CENTERIS - International Conference on ENTERprise Information Systems
2017 - 2017 Small Unmanned Aerial Systems for Environmental Research – 5th Edition
Conference
 Small Unmanned Aerial Systems for Environmental Research – 5th Edition
2017 - 2017 EPCGI 2017 - Encontro Português de Computação Gráfica e Interação
Conference
 EPCGI 2017 - Encontro Português de Computação Gráfica e Interação
2014 - 2014 HCist - International Conference on Health and Social Care Information Systems and Technologies
Conference
 HCist - International Conference on Health and Social Care Information Systems and Technologies
2014 - 2014 Workshop Netataque
Workshop
 Workshop Netataque 2014
Universidade de Trás-os-Montes e Alto Douro, Portugal
2013 - 2013 Workshop Netataque
Workshop
 Workshop Netataque 2013
Universidade de Trás-os-Montes e Alto Douro, Portugal
2012/11/09 - 2012/11/11 Windows 8 App-a-thon
Call
 WOWZAPP 2012 | Windows 8 App-a-thon Porto
Microsoft Portugal, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2023/07/07 Wildfire Burnt Area Classification from Aerial Imagery
Supervisor
 Tomás Costa Simes (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/11 Avaliação da potencialidade de utilização da deteção remota na viticultura do Douro, num contexto de alterações climáticas
Thesis Member
 Oiliam Stolarski (Master)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências Agrárias e Veterinárias, Portugal

Association member

Society Organization name Role
2021/10 - Current Centre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB) Integrated member
2021/06 - 2021/10 Institute of BioEconomy, National Research Council, Italy
2019/04 - 2021/10 Centre for Robotics in Industry and Intelligent Systems, Institute for Systems and Computer Engineering, Technology and Science (INESC TEC) External research collaborator

Committee member

Activity description
Role 		Institution / Organization
2019 - Current MDPI Remote Sensing Reviewer Board member
2024 - 2024 IGARSS 2024 Scientific Committee member
2023 - 2023 IGARSS 2023 Scientific Committee member
2022 - 2022 IGARSS 2022 Scientific Committee member
2021 - 2021 IGARSS 2021 Scientific Committee member

Conference scientific committee

Conference name Conference host
2023/10 - 2023/10 EAI MobiHealth 2023 University of Trás-os-Montes e Alto Douro, Vila Real, Portugal

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022/02 - 2022/07 Processamento digital de imagem médica Engenharia Biomédica (Mestrado) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2021/12 - 2022/02 Processamento digital de imagem Engenharia Informática (Mestrado) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2021/12 - 2022/02 Processamento digital de imagem Engenharia Eletrotécnica e de Computadores (Mestrado integrado) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2021/10 - 2022/02 Laboratório de informática e computadores Engenharia Informática (Licenciatura) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2020/10 - 2021/02 Programação Procedimental Engenharia Informática (Licenciatura) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2020/02 - 2020/07 Laboratório de Programação Engenharia Informática (Licenciatura) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal

Interview (newspaper / magazine)

Activity description Newspaper / Forum
2023/04/13 Agriforum - Ep. 1 A Voz de Trás-os-Montes

Interview (tv / radio show)

Program Topic
2023/02 - 2023/02 Planeta Verde Adaptação às Alterações Climáticas na Agricultura

Journal scientific committee

Journal title (ISSN) Publisher
2020 - Current Applied Geomatics (1866-928X) Springer-Verlag
2020 - Current International Journal of Environmental Research and Public Health (1660-4601) MDPI AG
2020 - Current Plant Methods (1746-4811) Springer (Biomed Central Ltd.)
2020 - Current Scientific Reports (2045-2322) Springer Science and Business Media LLC
2019 - Current Agronomy (2073-4395) Multidisciplinary Digital Publishing Institute
2019 - Current Applied sciences (2076-3417) Multidisciplinary Digital Publishing Institute
2019 - Current Biological Conservation (0006-3207) Elsevier
2019 - Current Remote Sensing (2072-4292) Multidisciplinary Digital Publishing Institute
2018 - Current Drones (2504-446X) MDPI AG
2018 - Current International Journal of Remote Sensing (1366-5901) Informa UK (Taylor & Francis)
2018 - Current Journal of Forestry Research (1993-0607) Springer-Verlag

Other jury / evaluation

Activity description Institution / Organization
2023/10/03 - Current Thesis Project Jury: "Artificial intelligence for the automatic identification of grape varieties through images directly acquired on-field" (PhD in Computer Science) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
Distinctions

Award

2022 2nd Prize in best PhD thesis the area of chestnut and chestnut trees technology
IV Simpósio da Castanha, Portugal
2021 2º Prémio Fraunhofer Challenge 2021 (PhD thesis), com a ideia "Automated monitoring system for a sustainable agriculture"
Associação Fraunhofer Portugal Research, Portugal
2021 International Soldera Case Basse Award for Young Researchers in viticulture
Accademia dei Georgofili, Italy
2021 Best Paper Award with "An Efficient Method for Acquisition of Spectral BRDF Materials in Real-world Scenarios"
CEIG 2021 - XXX Spanish Computer Graphics Conference, Spain

Other distinction

2017 3º Prémio no Fraunhofer Challenge 2017 (teses de doutoramento), com a tese de José Manuel Carvalho de Sousa "Using drones in road accidents investigation: viability assessment & methodology proposal" (colaboração)
Associação Fraunhofer Portugal Research, Portugal
2014 Microsoft App Vip
Microsoft Portugal S.A., Portugal
2013 Microsoft App Vip
Microsoft Portugal S.A., Portugal
2013 Workshop NetAtaque, melhor poster sobre ataque informático
Universidade de Trás-os-Montes e Alto Douro, Portugal
2013 Trofeu NetAtaque, equipa vencedora da competição NetAtaque
Universidade de Trás-os-Montes e Alto Douro, Portugal
2012 Microsoft App Vip
Microsoft Portugal S.A., Portugal