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Joana Cardoso-Fernandes. Completed the Doutoramento em Geociências/Ph.D. in Geosciences in 2021/10/29 by Universidade do Porto Faculdade de Ciências and Universidade de Aveiro (European doctor title), the Mestrado em Geologia/Master's degree in Geology in 2018 by Universidade do Porto Faculdade de Ciências and the Licenciatura em Geologia/Bachelor's degree in Geology in 2016 by Universidade do Porto Faculdade de Ciências. Joana works as a Ph.D. researcher (contract) at Universidade do Porto Faculdade de Ciências. Published 22 articles in journals. Organized 9 events. Participated in 53 events. She co-supervised or is co-supervising 2 PhD thesis, 4 MSc dissertations, 4 works of course completion of BSc and 4 Scientific initiation grants. Has received 9 awards and/or honors. Participates and/or participated as Other in 3 projects, Ph.D. Student Fellow in 1 project, Research Fellow in 1 project and Researcher in 12 projects. Works in the area of Natural sciences, specifically on Earth and Environmental Sciences and Natural sciences with emphasis on Geology. In her curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Reflectance spectroscopy; Spectrometer; Geological exploration; Remote sensing; Pegmatite; Lithium; Absorption features; Spectral Signature; Database; LCT; NYF; Host rock; Spodumene; Mineral Exploration. She also has experience in Python programming and machine learning applications; Petrography; Geochemistry applied to mineral exploration (including stream sediment analysis); field work related to pegmatite exploration.
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Identification

Personal identification

Full name
Joana Cardoso-Fernandes

Author identifiers

Ciência ID
D318-068B-3398
ORCID iD
0000-0001-8265-3897
Google Scholar ID
https://scholar.google.com/citations?user=fzuwfOsAAAAJ&hl=en&oi=ao
Researcher Id
A-5048-2018
Scopus Author Id
56073207000

Websites

Education
Degree Classification
2018/10/03 - 2021/10/29
Concluded
 Doutoramento em Geociências/Ph.D. in Geosciences (Doutoramento)
Universidade do Porto Faculdade de Ciências, Portugal

Instituto de Ciência da Terra Polo Porto, Portugal
"Remote sensing applied to lithium mineralizations: insights for lithium exploration " (THESIS/DISSERTATION)
 Approved
2016 - 2018
Concluded
 Mestrado em Geologia/Master's degree in Geology (Mestrado)
Universidade do Porto Faculdade de Ciências, Portugal
"Remote sensing applied to the Bajoca lithiniferous area " (THESIS/DISSERTATION)
 19
2013/09 - 2016
Concluded
 Licenciatura em Geologia/Bachelor's degree in Geology (Licenciatura)
Universidade do Porto Faculdade de Ciências, Portugal
"n/a" (THESIS/DISSERTATION)
 18
Affiliation

Science

Category
Host institution 		Employer
2023/08/01 - Current Researcher (Research) Universidade do Porto Faculdade de Ciências, Portugal
Universidade do Porto Faculdade de Ciências, Portugal
(...)
2022/01/01 - 2023/07/31 Researcher (Research) Universidade do Porto Faculdade de Ciências, Portugal
Universidade do Porto Faculdade de Ciências, Portugal
(...)
2018/07/15 - 2018/12/14 Researcher (Research) Universidade do Porto Faculdade de Ciências, Portugal
Instituto de Ciência da Terra Polo Porto, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2023/03/06 - 2023/03/10 Lecturer (University Teacher) Panepistemio Patron, Greece
Projects

Grant

Designation Funders
2018/07/15 - 2018/12/14 Lightweight Integrated Ground and Airborne Hyperspectral Topological Solution
ERA-MIN/0001/2017
Research Fellow
Fundação para a Ciência e a Tecnologia
Concluded

Contract

Designation Funders
2023/08/01 - Current Secure and Sustainable Supply of Raw Materials for EU Industry (S34I)
101091616
Researcher
Ongoing
2020/01/01 - Current INSTITUTO DE CIÊNCIAS DA TERRA/ INSTITUTE OF EARTH SCIENCES
UIDB/04683/2020
UIDP/04683/2020
Other
Instituto de Ciência da Terra Polo Porto, Portugal
Ongoing
2022/01/01 - 2023/07/30 New Exploration Tools for European Pegmatite Green-Tech Resources (GREENPEG)
869274 -GREENPEG - H2020
Researcher
Ongoing
2023/03/06 - 2023/03/10 Erasmus+ Academic Staff Mobility for Teaching
2020-1-PT01-KA103-077757
Universidade do Porto Faculdade de Ciências, Portugal

Panepistemio Patron, Greece
Erasmus Plus
Concluded

Other

Designation Funders
2018/07 - 2018/12 ICT - Institute of Earth Sciences
UID/GEO/04683/2013
Researcher
Concluded
Outputs

Publications

Book chapter
  1. Müller, A.; Reimer, W.; Wall, F.; Williamson, B.; Menuge, J.; Brönner, M.; Haase, C.; et al. "Das Horizont GREENPEG Projekt: Neue Explorationsmethoden für die Erkundung von europäischen Pegmatitlagerstätten – ein Beitrag zur Energiewende". In Sitzungsberichte der Leibniz-Sozietät. Kritsche Rohstoffe, Gewinnung bis Entsorgung: Die Geowissenschaften als Problemlöser. Tagung der Leibniz-Sozietät der Wissenschaften am 17.03.2022,, 55-75. Berlin, Germany: Sitzungsberichte der Leibniz-Sozietät der Wissenschaften zu Berlin, 2022.
    Published
Book review
  1. Joana Cardoso-Fernandes. "Reply on RC1". (2023):
    10.5194/essd-2022-386-ac1
  2. Joana Cardoso-Fernandes. "Reply on RC2". (2023):
    10.5194/essd-2022-386-ac2
Conference abstract
  1. Carvalho, Morgana; Cardoso-Fernandes, J.; L. Araújo, Beatriz; Azzalini, Antonio Soares; González Sanz, F. J.; Ng Cutipa, W. L.; Lobato Otero, A. B.; et al. Corresponding author: Teodoro, Ana. "Deteção Remota aplicada à prospeção de recursos minerais em águas pouco profundas nas Rias Baixas, Espanha/Remote Sensing applied to mineral resources exploration in shallow waters in Rias Baixas, Spain". Paper presented in Terra em Foco 2024, Braga, 2024.
    Published
  2. Santos, Douglas; Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, Ana. Corresponding author: Santos, Douglas. "Deteção Remota de proximidade para identificação de minerais críticos na zona Central Ibérica / Proximal Remote Sensing for the Identification of Critical Minerals in the Central Iberian Zone". Paper presented in Terra em Foco 2024, Braga, 2024.
  3. Teodoro, Ana; Cardoso-Fernandes, J.; Patrícia Santos; Azzalini, Antonio Soares; Carvalho, Morgana; L. Araújo, Beatriz; Lima, Alexandre; Oštir, K.. "S34I – Visão global de dados de observação da Terra em várias fases do ciclo mineiro / S34I – Overview of Earth Observation data at various stages of the mining cycle". Paper presented in Terra em Foco 2024, Braga, 2024.
    Published
  4. Cardoso-Fernandes, J.; Dias, Filipa; Ricardo Ribeiro; Lima, Alexandre. Corresponding author: Cardoso-Fernandes, J.. "GREENPEG PROJECT’S GEOCHEMICAL EXPLORATION FOR Li-Cs-Ta (LCT) PEGMATITES IN NORTHERN PORTUGAL". Paper presented in GAC-MAC-PEG 2024 Brandon Meeting: Abstracts, Volume 47. Geoscience Canada, 51(2), 63–128, Brandon, 2024.
    Published • https://doi.org/10.12789/geocanj.2024.51.211
  5. Axel Müller; Marco Brönner; Julian Menuge; Ben Williamson; Claudia Haase; Georgios Tassis; Claudia Pohl; et al. "THE GREENPEG PROJECT TOOLSET TO EXPLORE FOR BURIED PEGMATITE HOSTING RARE METALS AND HIGH PURITY QUARTZ". Paper presented in GAC-MAC-PEG 2024 Brandon Meeting: Abstracts, Volume 47. Geoscience Canada, 51(2), 63–128, Brandon, 2024.
    Published • https://doi.org/10.12789/geocanj.2024.51.211
  6. L. Araújo, Beatriz; Carvalho, Morgana; Azzalini, Antonio Soares; Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, Ana (5617-E041-5C54). "Evaluating K-Means Classification for Manual Lineament Extraction: A Comparative Study with Band Ratio from Sentinel-1 imagery, in the Ria de Vigo, Spain". Paper presented in IJUP 2024, Book of Abstracts Young Researchers Meeting of U.Porto, Porto, 2024.
    Published
  7. Axel Müller; Marco Brönner; Julian Menuge; Claudia Pohl; Klaus Brauch; Georgios Tassis; Claudia Haase; et al. "The GREENPEG project toolset to explore for buried pegmatites hosting rare metals and high purity quartz to feed the energy transistion". Paper presented in 36th Nordic Geological Winter, Gothenburg, 2024.
  8. Teodoro, A. C.; A. Lima; Clara Vasconcelos; Joana Cardoso-Fernandes; Patrícia Santos; Antonio SOARES AZZALINI; Morgana Carvalho; Giulia Resta. "S34I Deteção Remota Aplicada à Optimização de Processos na Indústria Mineira". Paper presented in X Conferência Nacional de Cartografia e de Geodesia, 2 e 3 de novembro, Instituto Politécnico da Guarda, Guarda., Guarda, 2023.
    Published • 10.5281/zenodo.11279904
  9. Santos, Douglas; Mendes, Ariane; Azzalini, Antonio; Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, A.C.. "Mapeamento de afloramentos de pegmatitos NYF através de imagens de alta resolução do satélite Worldview-3". Paper presented in X Conferência Nacional de Cartografia e Geodesia, Guarda, 2023.
    Published
  10. Lopes, Tomás; Cardoso-Fernandes, J.; Teodoro, A.C.; Lima, Alexandre; Capela, Diana; Ferreira, Miguel; Guimarães, Diana; Jorge, Pedro; Silva, Nuno. "Opportunities in collaborative LIBS and Hyperspectral imaging: from sensor fusion to knowledge distillation". Paper presented in EMSLIBS2023, Porto, 2023.
    Published
  11. Duarte, Lia; Mendes, A.; Santos, Douglas; Tucker, J; Azzalini, A.; Gonçalves, F.; Dias, F.; et al. Corresponding author: Duarte, Lia. "INOVMineral - WebGIS-based Visualisation of Geospatial Data". Paper presented in Jornadas do ICT 2023, Braga, 2023.
    Published
  12. Santos, Douglas; Ariane Mendes; Azzalini, Antonio; Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, A.C.. Corresponding author: Santos, Douglas. "Sub-pixel classification for pegmatite detection in high-resolution worldview-3 data". Paper presented in Jornadas do ICT 2023, Braga, 2023.
    Published
  13. Teodoro, A.C.; Lima, Alexandre; Vasconcelos, Clara; Cardoso-Fernandes, J.; Teodoro, A. C.; A. Lima; Clara Vasconcelos; Joana Cardoso-Fernandes. "Secure and sustainable supply of raw materials for EU industry (S34I) project". Paper presented in Jornadas do ICT 2023, Braga, 2023.
    Published • 10.5281/zenodo.11279618
  14. Cardoso-Fernandes, J.; Santos, Douglas; Almeida, Cátia; Lima, Alexandre; Teodoro, Ana. "GREENPEG'S EUROPEAN SPECTRAL LIBRARY: CONTRIBUTIONS TO PEGMATITE EXPLORATION". Paper presented in Geoscience Canada - GAC-MAC-SGA 2023 Sudbury Meeting: Abstracts, Volume 46, Sudbury, 2023.
    Published
  15. Axel Müller; Marco Brönner; Julian Menuge; Ben Williamson; Frances Wall; Claudia Haase; Georgios Tassis; et al. "GREENPEG: New toolsets to explore for pegmatites hosting rare metals and high purity quartz to feed the energy transition". Paper presented in SEG 2023 Conference: Resourcing the Green Transition, London, 2023.
    Accepted
  16. Cardoso-Fernandes, J.; Roda-Robles, Encarnación; Errandonea-Martin, Jon; Garate-Olave, Idoia; Lima, Alexandre; Ribeiro, Maria dos Anjos; De Almeida, Cátia; Teodoro, Ana. Corresponding author: Cardoso-Fernandes, J.. "Mineral chemistry and spectroscopy of metasedimentary host rocks of aplite-pegmatite dykes: one step closer to the detection of buried Lithium (Li) pegmatites in the Fregeneda-Almendra area". Paper presented in Goldschmidt 2022, 2022.
    10.46427/gold2022.11309
  17. Cardoso-Fernandes, J.; Santos, Douglas; Lima, Alexandre; Marco Brönner; Teodoro, A.; Santos, Douglas;; Teodoro, Ana. "Exploiting Sentinel-1 and Sentinel-2 data for province scale exploration: the GREENPEG project case studies". Paper presented in Living Planet Symposium 2022, Bonn, 2022.
  18. Errandonea-Martin, Jon ; Garate-Olave, Idoia ; Roda-Robles, E.; Cardoso-Fernandes, J.; Lima, Alexandre; Ribeiro, Maria dos Anjos; Teodoro, Ana. "Metasomatic aureoles of highly mobile elements related to evolved granitic aplite-pegmatites from Fregeneda-Almendra (Spain-Portugal)". Paper presented in EGU General Assembly 2022, 2022.
    10.5194/egusphere-egu22-2508
  19. Santos, Douglas; Teodoro, A.C.; Cardoso-Fernandes, J.; Lima, Alexandre. Corresponding author: Santos, Douglas. "Utilização de imagens Sentinel-2 na identificação de pegmatitos do tipo NYF: Um estudo de caso em Tysfjord, Noruega". Paper presented in I Conferência Nacional Copernicus, Évora, 2022.
    Published
  20. Cardoso-Fernandes, J.; Teodoro, Ana Cláudia; Lima, Alexandre (221D-C715-565B). "Lightweight Integrated Ground and airborne Hyperspectral Topological Solution (LIGHTS) project: future perspectives for Lithium exploration in Europe". Paper presented in Jornadas do ICT 2022, 2022.
    Published
  21. Santos, Douglas; Teodoro, A.C.; Cardoso-Fernandes, J.; Lima, Alexandre. "Técnicas de deteção remota para identificação de pegmatitos NYF em Tysfjord, Noruega". Paper presented in Jornadas do ICT 2022, 2022.
    Published
  22. Cardoso-Fernandes, J.; Filipa Catarina Lopes Dias (8919-A18C-BDFB); Lima, Alexandre (221D-C715-565B); Maria dos Anjos Ribeiro; Mônica Perrotta; Encarnación Roda-Robles; Teodoro, Ana (5617-E041-5C54). "Petalite alteration products from the Bajoca pegmatite (Central Portugal): a multiapproach for lithium exploration". Paper presented in EGU 2021, 2021.
    Published • 10.5194/egusphere-egu21-2364
  23. João Pedro Campos Silva; Teodoro, Ana (5617-E041-5C54); Lima, Alexandre (221D-C715-565B); Cardoso-Fernandes, J.; Jean Cauzid. "Espectroscopia de Reflectância no Campo Aplito-Pegmatítico de Fregeneda-Almendra: Estudo das Assinaturas Espectrais dos Minerais de Lítio". Paper presented in Jornadas do ICT, Porto, 2021.
    Published
  24. Douglas Santos; Teodoro, Ana (5617-E041-5C54); Lima, Alexandre (221D-C715-565B); Cardoso-Fernandes, J.. "Aplicação de Métodos para Identificação de Novos Depósitos de Pegmatitos LCT e NYF: GREENPEG um Projeto Europeu". Paper presented in Jornadas do ICT, Porto, 2021.
    Published
  25. Lima, Jessica (A010-A348-E3ED); Cardoso-Fernandes, J.; Lima, Alexandre (221D-C715-565B). "Análise estatística da geoquímica de sedimentos de corrente em rochas graníticas e formações metassedimentares do Alto Douro (NE de Portugal)". Paper presented in Jornadas do ICT, Porto, 2021.
    Published
  26. Ubaldo Gemusse; Cardoso-Fernandes, J.; Douglas Santos; Teodoro, Ana (5617-E041-5C54); Lima, Alexandre (221D-C715-565B). "Prospeção dos Pegmatitos de Muiane e Naipa (Moçambique) a partir de técnicas de Deteção Remota, usando imagens do sensor ASTER.". Paper presented in Jornadas do ICT, Porto, 2021.
    Published
  27. Cardoso-Fernandes, J.; Lima, Alexandre (221D-C715-565B); Teodoro, Ana (5617-E041-5C54); João Pedro Campos Silva. "Reflectance spectroscopy of minerals and rocks: a case study for lithological classification". Paper presented in Jornadas do ICT, Porto, 2021.
    Published
  28. Cardoso-Fernandes, J.; Lima, Alexandre (221D-C715-565B); Encarnacion Roda-Robles; Maria dos Anjos Ribeiro; Teodoro, Ana (5617-E041-5C54). "Geochemical pathfinder analysis for lithium (Li) exploration in the Iberian Peninsula". Paper presented in X Congresso Jovens Investigadores em Geociências, LEG 2020, Estremoz, 2020.
    Published
  29. Cardoso-Fernandes, J.; Ribeiro, Maria Anjos; Lima, Alexandre; Roda-Robles, E.; Teodoro, Ana; Lima, Jessica. "Biotite porphyroblast microstructures in the Almendra (Vila Nova de Foz Côa) region". Paper presented in IX Congresso Jovens Investigadores em Geociências, LEG 2019, Estremoz, 2019.
    Published
  30. Lima, Jessica; Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, Ana. "Statistical processing and principal component analysis of geochemical data from stream sediments for Li exploration". Paper presented in XII Congresso Ibérico de Geoquímica (CIG), Évora, 2019.
    Published
  31. Cardoso-Fernandes, J.; Lima, Alexandre; Roda-Robles, Encarnación; Teodoro, Ana. "Constraints and potentials of remote sensing data/techniques applied to lithium (Li)-pegmatites". Paper presented in PEG 2019, 2019.
    Published
  32. Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, Ana. "Sentinel-2 data as a tool for structural mapping". Paper presented in VIII Congresso Jovens Investigadores em Geociências, LEG 2018, 2018.
    Published
  33. Cardoso-Fernandes, J.; Ana Cláudia Moreira Teodoro; Alexandre Martins Campos de Lima. "Detection of lithium (Li)-bearing pegmatites using Landsat 8: a first approach". Paper presented in Jornadas do ICT, Porto, 2018.
    Published
Conference paper
  1. Morgana Carvalho; Joana Cardoso-Fernandes; Beatriz Araújo; Alexandre Lima; Ana Cláudia Teodoro. Corresponding author: Joana Cardoso-Fernandes. "Unsupervised Learning Applied to Sentinel-1 for Shallow Waters Exploration in Galicia (Spain)". Paper presented in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, 2024.
    Published • 10.1109/igarss53475.2024.10641970
  2. Douglas Santos; Areli Nogueira; Joana Cardoso-Fernandes; Alexandre Lima; Ana Cláudia Teodoro. "Endmember Extraction for LCT Pegmatite Detection in Brazil – A New Approach for Greenfield Prospection using Hyperspectral Data". Paper presented in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, 2024.
    10.1109/igarss53475.2024.10641084
  3. Morgana Carvalho; Antonio Azzalini; Joana Cardoso-Fernandes; Patrícia Santos; Alexandre Lima; Ana Cláudia Teodoro. Corresponding author: Joana Cardoso-Fernandes. "Multi-Sensor Approach for Cobalt Exploration in Asturias (Spain) Using Machine Learning Algorithms". Paper presented in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, 2024.
    Published • 10.1109/igarss53475.2024.10640581
  4. Douglas Santos; Ariane Mendes; Antonio Azzalini; Joana Cardoso-Fernandes; Alexandre Lima; Ana Cláudia M. Teodoro. "Automated lineament extraction applied to high-resolution imagery Worldview-3 and LiDAR data for pegmatite mineral exploration". Paper presented in SPIE Remote Sensing 2023, Amsterdam, 2023.
    Published • 10.1117/12.2679367
  5. Joana Cardoso-Fernandes; Morgana Carvalho; Antonio Azzalini; Gonçalo Rodrigues; Gonçalo Monteiro; Alexandre Lima; Ana Cláudia M. Teodoro. "Sentinel data for critical raw materials (CRM) exploration: first results of the S34I project". Paper presented in SPIE Remote Sensing 2023, Amsterdam, 2023.
    Published • 10.1117/12.2679373
  6. Douglas Santos; Ariane Mendes; Antonio Azzalini; Joana Cardoso-Fernandes; Alexandre Lima; Ana Cláudia M. Teodoro. "Mapping NYF pegmatite outcrops through high-resolution Worldview-3 imagery". Paper presented in SPIE Remote Sensing 2023, Amsterdam, 2023.
    Published • 10.1117/12.2675815
  7. Cátia Rodrigues de Almeida; Douglas Santos; Julia Tucker Vasques; Joana Cardoso-Fernandes; Alexandre Lima; Ana C. Teodoro. "A LCT Pegmatite Spectral Library of the Aldeia Spodumene Deposit: Contributes to Mineral Exploration". Paper presented in IGARSS 2023 - IGARSS IEEE International Geoscience and Remote Sensing Symposium, Pasadena, 2023.
    Published • 10.1109/igarss52108.2023.10281698
  8. Douglas Santos; Ariane Mendes; Antônio Azzalini; Joana Cardoso-Fernandes; Alexandre Lima; Ana Cláudia Teodoro. "Spectral Unmixing and The Potential of Worldview-3 Satellite Data for Pegmatite Exploration". Paper presented in IGARSS 2023 - IGARSS IEEE International Geoscience and Remote Sensing Symposium, Pasadena, 2023.
    Published • 10.1109/igarss52108.2023.10281485
  9. Köhler, M; Barth, A; Knobloch, A; Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, Ana. Corresponding author: Köhler, M. "LITHIUM POTENTIAL MAPPING USING ARTIFICIAL NEURAL NETWORKS: A CASE STUDY FROM CENTRAL PORTUGAL". Paper presented in MinProXT 2022 Mineral Prospectivity and Exploration Targeting, 2022.
  10. Douglas Santos; Joana Cardoso-Fernandes; Alexandre Martins Campos de Lima; Ana Claudia M. Teodoro. "The potential of spectral unmixing method applied to PRISMA hyperspectral images in the identification of Li minerals: an evaluation for prospecting purposes". Paper presented in SPIE Remote Sensing 2022, Berlin, 2022.
    10.1117/12.2636034
  11. Cardoso-Fernandes, Joana; Teodoro, Ana Claudia M.; Campos de Lima, Alexandre Martins; Menuge, Julian; Brönner, Marco; Steiner, Ralf. "Sentinel-1 and ALOS data for lineament extraction: a comparative study". Paper presented in SPIE Remote Sensing 2022, Berlin, 2022.
    Published • 10.1117/12.2636117
  12. Cardoso-Fernandes, J.; Santos, Douglas; Lima, Alexandre; Teodoro, Ana Claudia. Corresponding author: Cardoso-Fernandes, J.. "Assessing the PRISMA Potential for Mineral Exploration to Vector Low-Grade Lithium Deposits". Paper presented in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, 2022.
    Published • 10.1109/igarss46834.2022.9884607
  13. Cardoso-Fernandes, J.; Rodrigues, Catia; Lima, Alexandre; Teodoro, Ana Claudia; Dos Anjos Ribeiro, Maria; Roda-Robles, Encarnacion; Errandonea-Martin, Jon; Garate-Olave, Idoia. Corresponding author: Cardoso-Fernandes, J.. "Spectrometry Analysis Techniques for LCT Pegmatite Halo Identification: The Role of European Projects". Paper presented in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, 2022.
    Published • 10.1109/igarss46834.2022.9883663
  14. Cardoso-Fernandes, J.; Ribeiro, Maria dos Anjos; Lima, Alexandre; Roda-Robles, Encarnación; Errandonea-Martin, Jon ; Garate-Olave, Idoia ; Teodoro, Ana Claudia. "Contributions of lithogeochemistry to discriminate sedimentary and metasomatic processes within evolved pegmatite exomorphic haloes: insights from the LIGHTS project". Paper presented in XIII Congreso Ibérico de Geoquímica, Puertollano, 2022.
    Published
  15. Ana Cláudia Moreira Teodoro; Douglas Santos; Cardoso-Fernandes, J.; Lima, Alexandre; Marco Brönner. Corresponding author: Ana Cláudia Moreira Teodoro. "Identification of pegmatite bodies, at a province scale, using machine learning algorithms: preliminary results". Paper presented in SPIE Remote Sensing 2021, 2021.
    Published • 10.1117/12.2599600
  16. Cardoso-Fernandes, J.; Douglas Santos; Lima, Alexandre; Teodoro, Ana; Mônica Perrotta; Encarnación Roda-Robles. "Validation of Remote Sensing Techniques in Greenfield Exploration Areas for Lithium (LI) in Central Portugal: A Study Case". Paper presented in IGARSS 2021, 2021.
    Published • 10.1109/igarss47720.2021.9553268
  17. Cardoso-Fernandes, J.; Lima, Alexandre; Roda-Robles, E.; Ribeiro, M.A.; Anjos Ribeiro, MD; Dos Anjos Ribeiro ,Maria; Ribeiro, Maria Anjos; Teodoro, Ana. "Vectoring lithium (Li) mineralizations: a first approach to pegmatite geochemical halo definition in the Fregeneda-Almendra area". Paper presented in Goldschmidt Virtual 2021, 2021.
    Published • 10.7185/gold2021.5872
  18. Cardoso-Fernandes, J.; João Pedro Campos Silva; Lima, Alexandre (221D-C715-565B); Teodoro, Ana (5617-E041-5C54); Mônica Perrotta; Jean Cauzid; Encarnación Roda-Robles; Ribeiro, Maria dos Anjos. "Reflectance spectroscopy to validate remote sensing data/algorithms for satellite-based lithium (Li) exploration (Central East Portugal)". 2020.
    Published • 10.1117/12.2573929
  19. Cardoso-Fernandes, J.; João Pedro Campos Silva; Lima, Alexandre (221D-C715-565B); Teodoro, Ana (5617-E041-5C54); Mônica Perrotta; Jean Cauzid; Encarnación Roda-Robles. "Characterization of lithium (Li) minerals from the Fregeneda-Almendra region through laboratory spectral measurements: a comparative study". 2020.
    10.1117/12.2573941
  20. Cardoso-Fernandes, J.; Teodoro, Ana (5617-E041-5C54); Lima, Alexandre (221D-C715-565B); Encarnación Roda-Robles. "Lithium (LI) Pegmatite Mapping using Artificial Neural Networks (ANNS): Preliminary Results". Paper presented in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, 2020.
    Published • 10.1109/igarss39084.2020.9323852
  21. Cardoso-Fernandes, J.; Teodoro, Ana (5617-E041-5C54); Lima, Alexandre (221D-C715-565B); Mielke, Christian; Korting, Friederike; Roda-Robles, Encarnación; Cauzid, Jean. "Multi-Scale Approach using Remote Sensing Techniques for Lithium Pegmatite Exploration: First Results". Paper presented in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, 2020.
    Published • 10.1109/igarss39084.2020.9323705
  22. Santos, D.; Teodoro, Ana; Lima, Alexandre; Cardoso-Fernandes, J.. "Remote sensing techniques to detect areas with potential for lithium exploration in Minas Gerais, Brazil". 2019.
    Published • 10.1117/12.2532744
  23. Cardoso-Fernandes, J. (D318-068B-3398); Teodoro, Ana; Lima, Alexandre; Roda-Robles, E.. "Evaluating the performance of support vector machines (SVMs) and random forest (RF) in Li-pegmatite mapping: preliminary results". 2019.
    Published • 10.1117/12.2532577
  24. Joana Cardoso-Fernandes; Ana Teodoro; Alexandre Lima. "Potential of Sentinel-2 data in the detection of lithium (Li)-bearing pegmatites: a study case". 2018.
    Published • 10.1117/12.2326285
Conference poster
  1. Teodoro, Ana; Cardoso-Fernandes, J.; Patrícia Santos; Azzalini, Antonio Soares; Carvalho, Morgana; L. Araújo, Beatriz; Lima, Alexandre; Oštir, K.. "S34I – Visão global de dados de observação da Terra em várias fases do ciclo mineiro". Paper presented in Terra em Foco 2024, 2024.
  2. Teodoro, Ana; Lima, Alexandre; Cardoso-Fernandes, J.; Azzalini, Antonio Soares; Carvalho, Morgana; L. Araújo, Beatriz. "Projeto S34I –Contribuição de novos métodos de deteção remota na prospeção e exploração mineral". Paper presented in Econtro Ciência 2024, 2024.
  3. Cardoso-Fernandes, J.; Dias, Filipa; Ricardo Ribeiro; Lima, Alexandre. "GREENPEG PROJECT’S GEOCHEMICAL EXPLORATION FOR Li-Cs-Ta (LCT) PEGMATITES IN NORTHERN PORTUGAL". 2024.
  4. Teodoro, A.C.; Lima, Alexandre; Vasconcelos, Clara; Cardoso-Fernandes, J.; Santos, Patrícia; Azzalini, A.; Carvalho, Morgana; Resta, Giulia. "S34I - Deteção Remota Aplicada à Otimização de Processos na Indústria Mineira". Paper presented in X Conferência Nacional de Cartografia e Geodesia, 2023.
  5. Cardoso-Fernandes, J.; Santos, Douglas; Lima, Alexandre; Marco Brönner; Teodoro, Ana. "Exploiting Sentinel-1 and Sentinel-2 data for province scale exploration: the GREENPEG project case studies". Paper presented in Living Planet Symposium 2022, 2022.
  6. Santos, D.; Teodoro, Ana (5617-E041-5C54); Lima, Alexandre (221D-C715-565B); Cardoso-Fernandes, J.. "Remote sensing techniques to detect areas with potential for lithium exploration in Minas Gerais, Brazil". Paper presented in SPIE Remote Sensing, 2019.
    10.1117/12.2532744
  7. Lima, Jessica (A010-A348-E3ED); Cardoso-Fernandes, J.; Lima, Alexandre (221D-C715-565B); Teodoro, Ana (5617-E041-5C54). "Statistical processing and principal component analysis of geochemical data from stream sediments for Li exploration". Paper presented in XII Congresso Ibérico de Geoquímica (CIG), 2019.
  8. Cardoso-Fernandes, J.; Lima, Alexandre (221D-C715-565B); Roda-Robles, Encarnación; Teodoro, Ana (5617-E041-5C54). "Constraints and potentials of remote sensing data/techniques applied to lithium (Li)-pegmatites". Paper presented in PEG 2019, 2019.
  9. Fernandes, J.; Moura, A.. "Metallographic and SEM study of Ta-Nb minerals from the Gaia-Maçainhas placers (Guarda, Portugal): preliminary results". 2016.
Encyclopedia entry
  1. Cardoso-Fernandes, J.. "Detecting Lithium (Li) Mineralizations from Space". In Scholarly Community Encyclopedia, 2020. https://encyclopedia.pub/785.
    Published
Journal article
  1. Axel Muller; Marco Brönner; Julian Menuge; Ben Williamson; Claudia Haase; Georgios Tassis; Claudia Pohl; et al. "The GREENPEG project toolset to explore for buried pegmatites hosting lithium, high purity quartz, and other critical raw materials". Economic Geology (2024):
    Accepted
  2. Morgana Carvalho; Joana Cardoso-Fernandes; A. Lima; Teodoro, A. C.. "Convolutional Neural Networks Applied to Antimony Quantification via Soil Laboratory Reflectance Spectroscopy in Northern Portugal: Opportunities and Challenges". Remote Sensing (2024): http://dx.doi.org/10.3390/rs16111964.
    Open access • 10.3390/rs16111964
  3. Joana Cardoso-Fernandes; Douglas Santos; Cátia Rodrigues de Almeida; A. Lima; Ana C. Teodoro; GREENPEG project team. "Spectral Library of European Pegmatites, Pegmatite Minerals and Pegmatite Host-Rocks: the GREENPEG project database". Earth System Science Data 15 7 (2023): 3111-3129. http://dx.doi.org/10.5194/essd-15-3111-2023.
    10.5194/essd-15-3111-2023
  4. Ubaldo Gemusse; Cardoso-Fernandes, J.; Alexandre Lima; Ana Teodoro. "Identification of pegmatites zones in muiane and naipa (Mozambique) from Sentinel-2 images, using band combinations, band ratios, PCA and supervised classification". Remote Sensing Applications: Society and Environment (2023): 101022-101022. https://doi.org/10.1016%2Fj.rsase.2023.101022.
    10.1016/j.rsase.2023.101022
  5. Joana Cardoso-Fernandes; Douglas Santos; Cátia Rodrigues de Almeida; Julia Tucker Vasques; Ariane Mendes; Ricardo Ribeiro; Antonio Azzalini; et al. "The INOVMineral Project’s Contribution to Mineral Exploration—A WebGIS Integration and Visualization of Spectral and Geophysical Properties of the Aldeia LCT Pegmatite Spodumene Deposit". Minerals 13 7 (2023): 961-961. https://doi.org/10.3390%2Fmin13070961.
    10.3390/min13070961
  6. Encarnación Roda-Robles; Romeu Vieira; Alexandre Lima; Jon Errandonea-Martin; Alfonso Pesquera; Joana Cardoso-Fernandes; Idoia Garate-Olave. "Li-rich pegmatites and related peraluminous granites of the Fregeneda-Almendra field (Spain-Portugal): A case study of magmatic signature for Li enrichment". Lithos (2023): 107195-107195. https://doi.org/10.1016%2Fj.lithos.2023.107195.
    Published • 10.1016/j.lithos.2023.107195
  7. Cardoso-Fernandes, J.; Alexandre Lima; Ana Teodoro. "Imagens de satélite, geologia e IA". Revista de Ciência Elementar 10 4 (2022): http://dx.doi.org/10.24927/rce2022.053.
    Open access • Published • 10.24927/rce2022.053
  8. Encarnación Roda-Robles; Pedro Pablo Gil-Crespo; Alfonso Pesquera; Alexandre Lima; Idoia Garate-Olave; Enrique Merino-Martínez; Joana Cardoso-Fernandes; Jon Errandonea-Martin. "Compositional Variations in Apatite and Petrogenetic Significance: Examples from Peraluminous Granites and Related Pegmatites and Hydrothermal Veins from the Central Iberian Zone (Spain and Portugal)". Minerals 12 11 (2022): 1401-1401. https://doi.org/10.3390%2Fmin12111401.
    Open access • Published • 10.3390/min12111401
  9. Jon Errandonea-Martin; Idoia Garate-Olave; Encarnación Roda-Robles; Joana Cardoso-Fernandes; Alexandre Lima; Maria dos Anjos Ribeiro; Ana Cláudia Teodoro. "Metasomatic effect of Li-bearing aplite-pegmatites on psammitic and pelitic metasediments: Geochemical constraints on critical raw material exploration at the Fregeneda-Almendra Pegmatite Field (Spain and Portugal)". Ore Geology Reviews 150 (2022): 105155-105155. https://doi.org/10.1016%2Fj.oregeorev.2022.105155.
    Open access • Published • 10.1016/j.oregeorev.2022.105155
  10. Lia Duarte; Ana Cláudia Teodoro; Patrícia Santos; Cátia Rodrigues de Almeida; Joana Cardoso-Fernandes; Deolinda Flores. "An Interactive WebGIS Integrating Environmental Susceptibility Mapping in a Self-Burning Waste Pile Using a Multi-Criteria Decision Analysis Approach". Geosciences 12 10 (2022): 352-352. https://doi.org/10.3390%2Fgeosciences12100352.
    10.3390/geosciences12100352
  11. Douglas Santos; Joana Cardoso-Fernandes; Alexandre Lima; Axel Müller; Marco Brönner; Ana Cláudia Teodoro. "Spectral Analysis to Improve Inputs to Random Forest and other Boosted Ensemble Tree-Based Algorithms for Detecting NYF Pegmatites in Tysfjord, Norway". Remote Sensing (2022):
    Open access • 10.3390/rs14153532
  12. Cardoso-Fernandes, Joana; Lima, Jessica; Lima, Alexandre; Roda-Robles, Encarnación; Köhler, Martin; Schaefer, Stefan; Barth, Andreas; et al. "Stream sediment analysis for Lithium (Li) exploration in the Douro region (Portugal): A comparative study of the spatial interpolation and catchment basin approaches". Journal of Geochemical Exploration 236 (2022): 106978. http://dx.doi.org/10.1016/j.gexplo.2022.106978.
    Published • 10.1016/j.gexplo.2022.106978
  13. Axel Müller; Wolfgang Reimer; Frances Wall; Ben Williamson; Julian Menuge; Marco Brönner; Claudia Haase; et al. "GREENPEG - Exploration for pegmatite minerals to feed the energy transition: First steps towards the Green Stone Age". Geological Society, London, Special Publications (2022): SP526--2021--189-SP526--2021--189. https://doi.org/10.1144%2Fsp526-2021-189.
    10.1144/sp526-2021-189
  14. Martin Köhler; Delira Hanelli; Stefan Schaefer ; Andreas Barth ; Andreas Knobloch ; Peggy Hielscher ; Cardoso-Fernandes, J.; Lima, Alexandre; Teodoro, Ana. "Lithium Potential Mapping Using Artificial Neural Networks: A Case Study from Central Portugal". Minerals 11 10 (2021): 1046-1046. https://doi.org/10.3390%2Fmin11101046.
    Open access • Published • 10.3390/min11101046
  15. Cardoso-Fernandes, J.; João Pedro Campos Silva; Mônica Perrotta; Lima, Alexandre; Teodoro, Ana (5617-E041-5C54); Ribeiro, M.A.; Anjos Ribeiro, MD; Dos Anjos Ribeiro ,Maria; Ribeiro, Maria Anjos; Filipa Catarina Lopes Dias (8919-A18C-BDFB); et al. "Interpretation of the Reflectance Spectra of Lithium (Li) Minerals and Pegmatites: A Case Study for Mineralogical and Lithological Identification in the Fregeneda-Almendra Area". Remote Sensing 13 18 (2021): 3688-3688. https://doi.org/10.3390%2Frs13183688.
    Open access • Published • 10.3390/rs13183688
  16. Cécile Fabre; Nour Eddine Ourti; Julien Mercadier; Cardoso-Fernandes, J.; Filipa Catarina Lopes Dias (8919-A18C-BDFB); Mônica Perrotta; Alexandre Martins Campos de Lima; et al. "Analyses of Li-Rich Minerals Using Handheld LIBS Tool". Data 6 6 (2021): 68-68. https://doi.org/10.3390%2Fdata6060068.
    Open access • Published • 10.3390/data6060068
  17. Joana Cardoso-Fernandes; João Silva; Filipa Dias; Alexandre Lima; Ana C. Teodoro; Odile Barrès; Jean Cauzid; et al. "Tools for Remote Exploration: A Lithium (Li) Dedicated Spectral Library of the Fregeneda-Almendra Aplite-Pegmatite Field". Data 6 3 (2021): 33-33. https://doi.org/10.3390%2Fdata6030033.
    Open access • Published • 10.3390/data6030033
  18. Joana Cardoso-Fernandes; Ana C. Teodoro; Alexandre Lima; Encarnación Roda-Robles. "Semi-Automatization of Support Vector Machines to Map Lithium (Li) Bearing Pegmatites". Remote Sensing 12 14 (2020): 2319-2319. https://doi.org/10.3390%2Frs12142319.
    Open access • 10.3390/rs12142319
  19. Cardoso-Fernandes, Joana; Teodoro, Ana; Lima, Alexandre; Perrotta, Mônica; Roda-Robles, Encarnación. "Detecting Lithium (Li) Mineralizations from Space: Current Research and Future Perspectives". Applied Sciences 10 5 (2020): 1785. http://dx.doi.org/10.3390/app10051785.
    Open access • 10.3390/app10051785
  20. Cardoso-Fernandes, Joana; Lima, Alexandre; Roda-Robles, Encarnación; Teodoro, Ana Cláudia. "Constraints and potentials of remote sensing data/techniques applied to lithium (Li)-pegmatites". The Canadian Mineralogist 57 5 (2019): 723-725. http://dx.doi.org/10.3749/canmin.ab00004.
    Published • 10.3749/canmin.ab00004
  21. Joana Cardoso-Fernandes; Ana C. Teodoro; Alexandre Lima. "Remote sensing data in lithium (Li) exploration: A new approach for the detection of Li-bearing pegmatites". International Journal of Applied Earth Observation and Geoinformation 76 (2019): 10-25. https://doi.org/10.1016%2Fj.jag.2018.11.001.
    Published • 10.1016/j.jag.2018.11.001
  22. Cardoso-Fernandes, J.; Moura, A.. "Metallographic and in situ compositional study on columbite-tantalite mining concentrates from placers at Maçainhas (Central-East Portugal): insights for tantalum exploration". Journal of Iberian Geology 43 3 (2017): 439-450.
    Published • 10.1007/s41513-017-0029-z
Magazine article
  1. Cardoso-Fernandes, J.; Lima, Alexandre (221D-C715-565B); Encarnación Roda-Robles; Maria dos Anjos Ribeiro; Teodoro, Ana (5617-E041-5C54). "Associações elementares nos aplito-pegmatitos da mina da Bajoca (Almendra, Vila Nova de Foz Côa)", GeoCore , 2020
  2. João Pedro Campos Silva; Cardoso-Fernandes, J.; Teodoro, Ana (5617-E041-5C54); Lima, Alexandre (221D-C715-565B). "As Assinaturas Espectrais dos Minerais de Lítio do Campo Aplito-Pegmatítico de Fregeneda-Almendra", GeoCore, 2020
Preprint
  1. Carvalho, M; Cardoso-Fernandes, J; Lima, A; Teodoro, AC. "Convolutional Neural Networks Applied to Antimony Quantification via Reflectance Spectroscopy Using Soils from Northern Portugal: Opportunities and Challenges". 2024. https://www.authenticus.pt/P-010-1VD.
    10.20944/preprints202402.1438.v1
  2. Cardoso-Fernandes, Joana; Santos, Douglas; Almeida, Cátia Rodrigues de; Vasques, Julia Tucker; Mendes, Ariane; Ribeiro, Ricardo; Azzalini, Antonio; et al. "The INOVMineral Project's Contribution to Mineral Exploration - A WebGIS Integration and Visualization of Spectral and Geophysical Properties of the Aldeia LCT Pegmatite Spodumene Deposit". 2023. http://dx.doi.org/10.20944/preprints202306.1621.v1.
    10.20944/preprints202306.1621.v1
  3. Cardoso-Fernandes, J.; Santos, Douglas; Rodrigues de Almeida, Cátia; Lima, Alexandre; Teodoro, A.C.; the GREENPEG project team. "Spectral Library of European Pegmatites, Pegmatite Minerals and Pegmatite Host-Rocks - The GREENPEG Project Database". 2022. http://dx.doi.org/10.5194/essd-2022-386.
    10.5281/ZENODO.6518319
Thesis / Dissertation
  1. Cardoso-Fernandes, J.. "Remote sensing applied to lithium mineralizations: insights for lithium exploration". PhD, Universidade do Porto Faculdade de Ciências, 2021.
  2. Cardoso-Fernandes, J.. "Remote sensing applied to the Bajoca litiniferous area". Master, Faculdade de Ciências da Universidade do Porto, 2018.

Other

Dataset
  1. Morgana Carvalho; Giulia Resta; Antonio SOARES AZZALINI; Beatriz Lages Araújo; Joana Cardoso-Fernandes; Teodoro, A. C.. Portable-XRF data of coastal sand for the Ria de Vigo (Spain): March/September 2023. 2024.
    10.5281/zenodo.13376071
  2. Cardoso-Fernandes, J.; Santos, Douglas; Rodrigues de Almeida, Cátia; Lima, Alexandre (221D-C715-565B); Teodoro, A.C.. Spectral Library of European Pegmatites, Pegmatite Minerals and Pegmatite Host-Rocks - The Greenpeg Database. Zenodo. 2023.
    https://doi.org/10.5281/zenodo.6518319
  3. Cátia Rodrigues de Almeida; Douglas Santos; Julia Tucker Vasques; Joana Cardoso-Fernandes; Alexandre Lima; Ana C. Teodoro. A LCT Pegmatite Spectral Library of the Aldeia spodumene deposit: contributes to mineral exploration. 2022.
    10.5281/ZENODO.7318444
  4. Douglas Santos; Teodoro, A. C.; Cardoso-Fernandes, J.; Lima, A.. Greenpeg_Remote_Sensing_data. 2021.
    10.5281/zenodo.5566544
  5. Cardoso-Fernandes, J.; Silva, João; Dias, Filipa; Lima, Alexandre; Teodoro, Ana C.; Barrès, Odile; Cauzid, Jean; et al. Tools for remote exploration: a Lithium (Li) dedicated spectral library of the Fregeneda-Almendra aplite-pegmatite field. Zenodo. 2021.
    10.5281/ZENODO.4575375
Other output
  1. GREENPEG's toolset for Province scale pegmatite exploration: interactive workflows. 2023. Joana Cardoso-Fernandes; Douglas Santos; Alexandre Lima; Ana Cláudia Teodoro. https://zenodo.org/doi/10.5281/zenodo.10371091.
    10.5281/ZENODO.10371091
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/05/26 GREENPEG's European spectral library - contributes to pegmatite exploration 2023 GAC-MAC-SGA
Laurentian University (Subdury, Canada)
2022/09/11 Digital tools for pegmatite exploration in the Iberian Peninsula 2022 Pegmatite Workshop
Maine Mineral & Gem Museum (Bethel, Maine, United States)
2022/07/15 Mineral chemistry and spectroscopy of metasedimentary host rocks of aplite-pegmatite dykes: one step closer to the detection of buried Lithium (Li) pegmatites in the Fregeneda-Almendra area Goldschmidt 2022
European Association of Geochemistry and of the Geochemical Society ( Honolulu, United States)
2021/09/22 Remote Sensing to Halos geochemistry of Li-(Sn) mineralizations of Portugal Minerales estratégicos para la industria gallega
(Santiago de Compostela, Spain)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023 - Current Prospeção de Lítio (Li) e minerais associados: uma abordagem multidisciplinar baseada em dados de observação da Terra, cartografia geológica e estrutural e campanhas geoquímicas
Supervisor
 Geologia (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2023 - Current Evaluation of radar and hyperspectral data for the identification of placers in the Rias Baixas region
Supervisor
 Geologia (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2022/09 - Current Remote Sensing Techniques to map hydrothermally altered zones for Au-Sb, and W exploration: a case study in Castelo Branco District, Portugal
Co-supervisor
 Doutoramento em Geociências (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
2022/09 - Current Análise de Dados Multiespectrais como Ferramenta para Prospeção de Pegmatitos Litiníferos
Co-supervisor
 Geociências (PhD)
Universidade do Porto Faculdade de Ciências, Portugal
2022/09 - 2023/12 Machine learning applied to Sb mineralizations in northern Portugal
Co-supervisor
 Mestrado em Geologia/Masters degree in Geology (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2023/02 - 2023/07 Análise de dados de satélite na prospeção geológica: contribuição da deteção remota na geologia
Supervisor
 Estágio/Internship (Degree)
Universidade do Porto Faculdade de Ciências, Portugal
2023/02 - 2023/07 Prospeção geoquímica através da análise de sedimentos de corrente
Co-supervisor
 Estágio/Internship (Degree)
Universidade do Porto Faculdade de Ciências, Portugal
2023/02 - 2023/07 Análise de dados de satélite na prospeção geológica: contribuição da deteção remota na geologia
Supervisor
 Estágio/Internship (Degree)
Universidade do Porto Faculdade de Ciências, Portugal
2023/02 - 2023/06 Prospeção geoquímica através da análise de sedimentos de corrente
Co-supervisor
 Estágio/Internship (Degree)
Universidade do Porto Faculdade de Ciências, Portugal
2022/09/01 - 2022/09/30 Bolsa de iniciação à investigação - Verão com a Ciência 2022 - ICT - Perfil 1
Co-supervisor
Universidade do Porto Faculdade de Ciências, Portugal
2022/09/01 - 2022/09/30 Bolsa de iniciação à investigação - Verão com a Ciência 2022 - ICT - Perfil 2
Co-supervisor
Faculdade de Ciências da Universidade do Porto, Portugal
2022/09/01 - 2022/09/30 Bolsa de iniciação à investigação - Verão com a Ciência 2022 - ICT - Perfil 3
Co-supervisor
Faculdade de Ciências da Universidade do Porto, Portugal
2022/08/01 - 2022/08/31 Bolsa de iniciação à investigação - Verão com a Ciência 2022 - ICT - Perfil 4
Co-supervisor
Faculdade de Ciências da Universidade do Porto, Portugal
2022 - 2022 Remote sensing, geological mapping and sampling in stream sediments for the exploration of Lithium (Li) and associated minerals
Co-supervisor
 Mestrado em Geologia (Master)
Universidade do Porto Faculdade de Ciências, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023/10/24 - Current Session Organizer at SPIE Remote Sensing Conference Earth Resources and Environmental Remote Sensing/GIS Applications XV: "Earth Observation using GEE and Automated Methodologies" (2024/09/16 - 2024/09/19)
Conference (Co-organisor)
 SPIE Europe, United Kingdom
2023/10/05 - Current Theme Coordinator / Session Organizer at IGARSS 2024 "Machine learning methods for Earth Observation: applications to all phases of the mining life cycle" (2024/07/07 - 2024/07/12)
Symposium (Co-organisor)
 IEEE Geoscience and Remote Sensing Society, United States

IEEE, United States
2023/01/14 - 2023/07/21 Theme Coordinator / Session Organizer at IGARSS 2023 "Remote Sensing Data Applied to Mineral Deposits: A New Era for Critical Raw Material Deposits Studies" (2023/07/16 - 2023/07/21)
Symposium (Co-organisor)
 IEEE Geoscience and Remote Sensing Society, United States

IEEE, United States
2022/09 - 2023/05 Session Organizer at 2023 GAC-MAC-SGA: "SS20 - Lithium in Pegmatites: Mineralogy, Petrogenesis and Classic to Innovative Exploration Techniques" (2023/05/24 - 2023/05/27)
Meeting (Co-organisor)
2022/10/24 - 2022/10/28 GREENPEG's 3rd Progress, Advisory Board & Think Tank Meeting + GREENPEG & MINE.THE:GAP International Clustering Workshop + Test site visit (2022/10/25 - 2022/10/28)
Meeting (Co-organisor)
 Universidade do Porto Faculdade de Ciências, Portugal
2018/01/25 - 2021/12 Editor in the Geocore magazine (2018/01/25)
Other (Member of the Organising Committee)
 Núcleo de Geologia do Porto, Portugal
2019/04/10 - 2019/04/10 Co-organization of the Workshop "Mendeley & Endnote: Como elaborar referências bibliográficas automáticas" (2019/04/10 - 2019/04/10)
Workshop (Co-organisor)
 Núcleo de Geologia do Porto, Portugal
2018/06/30 - 2018/06/30 Participation certificate in the organization of the iniciative "Ciências e Profissão 2018 - FCUP abre as portas às famílias" (2018/06/30 - 2018/06/30)
Other
 Faculdade de Ciências da Universidade do Porto, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2024/02/06 - 2024/02/06 Participation at the Workshop HYB_IT_UP: "Co-design of a framework for implementing hybrid teaching and learning strategies" aimed at higher education teachers and researchers with teaching services
Workshop
 Co-design of a framework for implementing hybrid teaching and learning strategies
Universidade do Porto Faculdade de Ciências, Portugal
2023/09/03 - 2023/09/06 Participation in the "SPIE Remote Sensing 2023"
Symposium
 SPIE Remote Sensing 2023
SPIE Europe, United Kingdom
2023/07/16 - 2023/07/21 Participation in the "International Geoscience and Remote Sensing Symposium (IGARSS) 2023"
Symposium
 International Geoscience and Remote Sensing Symposium (IGARSS) 2023
IEEE, United States

IEEE Geoscience and Remote Sensing Society, United States
2023/07/17 - 2023/07/17 Participation in the IGARSS 2023 Technology, Industry, and Education (TIE Event): "Python for Remote Sensing Data Analyses and Visualization"
Workshop
 IGARSS 2023 - IGARSS IEEE International Geoscience and Remote Sensing Symposium
IEEE, United States

IEEE Geoscience and Remote Sensing Society, United States
2023/05/24 - 2023/05/29 Participation in the "GAC-MAC-SGA 2023 Sudbury Meeting"
Meeting
 GAC-MAC-SGA 2023
The Geological Association of Canada, Canada

Mineralogical Association of Canada, Canada
2022/09/06 - 2022/09/12 Participation in the "2022 Pegmatite Workshop"
Workshop
 2022 Pegmatite Workshop
Maine Mineral & Gem Museum, United States
2022/07/17 - 2022/07/22 Participation in the "International Geoscience and Remote Sensing Symposium (IGARSS) 2022"
Symposium
 IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium
IEEE, United States

IEEE Geoscience and Remote Sensing Society, United States
2022/07/10 - 2022/07/15 Participation in the "Goldschmidt 2022"
Conference
 Goldschmidt 2022
European Association of Geochemistry, Netherlands

Geochemical Society, United States
2022/05/24 - 2022/05/26 Participation in the "ESA Living Planet Symposium 2022" Living Planet Symposium 2022
European Space Agency, France
2021/09/13 - 2021/09/17 Participation in the "SPIE Remote Sensing 2021"
Conference
 SPIE Remote Sensing 2021
SPIE, United States
2021/07/12 - 2021/07/16 Participation in the "International Geoscience and Remote Sensing Symposium (IGARSS) 2021"
Conference
 IGARSS 2021
IEEE, United States

IEEE Geoscience and Remote Sensing Society, United States
2021/07/04 - 2021/07/07 Certificate of participation in the "Goldschmidt Virtual 2021"
Conference
 Goldschmidt Virtual 2021
2021/04/19 - 2021/04/30 Participation in the "EGU General Assembly 2021"
Meeting
 EGU General Assembly 2021
2020/11/20 - 2020/11/20 Certificate of participation in the "X Congresso Jovens Investigadores em Geociências, LEG 2020"
Congress
 X Congresso Jovens Investigadores em Geociências, LEG 2020
Universidade de Évora, Portugal

Instituto de Ciências da Terra, Portugal
2020/09/26 - 2020/10/02 2020 IEEE International Geoscience and Remote Sensing Symposium (Virtual Symposium)
Congress
 2020 IEEE International Geoscience and Remote Sensing Symposium
IEEE, United States

IEEE Geoscience and Remote Sensing Society, United States
2020/09/21 - 2020/09/25 SPIE Remote Sensing Digital Forum
Conference
 SPIE Remote Sensing Digital Forum
SPIE, United States
2019/11/23 - 2019/11/24 Certificate of participation in the "IX Congresso Jovens Investigadores em Geociências, LEG 2019"
Congress
 IX Congresso Jovens Investigadores em Geociências, LEG 2019
2019/09/22 - 2019/09/25 Certificate of participation in the "XII Congresso Ibérico de Geoquímica | XX Semana da Geoquímica"
Congress
 XII Congresso Ibérico de Geoquímica | XX Semana da Geoquímica
Universidade de Évora, Portugal

Instituto de Ciências da Terra, Portugal
2019/09/09 - 2019/09/12 Certificate of participation in the conference entitled "SPIE Remote Sensing 2019"
Conference
 SPIE Remote Sensing 2019
SPIE, United States
2019/04/07 - 2019/04/07 Certificate of participation in the field trip entitled "A profile from migmatites to spodumene pegmatites" EGU 2019
2018/11/24 - 2018/11/25 Certificate of participation in the "VIII Congresso Jovens Investigadores em Geociências, LEG 2018"
Congress
 VIII Congresso Jovens Investigadores em Geociências, LEG 2018
2018/09/10 - 2018/09/13 Certificate of participation in the conference entitled "SPIE Remote Sensing 2018"
Conference
 SPIE Remote Sensing 2018
SPIE, United States

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2023/12/12 Machine learning applied to Sb mineralizations in northern Portugal
Supervisor
 Morgana Carvalho (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2022/12/14 Remote sensing, geological mapping and sampling in stream sediments for the exploration of Lithium (Li) and associated minerals
Supervisor
 César Alexandre Almeida Carvalho (Master)
Universidade do Porto Faculdade de Ciências, Portugal

Association member

Society Organization name Role
2021/08/16 - Current European Association of Geochemistry (EAG) Member
2021/01/01 - Current European Geosciences Union (EGU) Student membership
2019/10/09 - Current SPIE (Society of Photo-Optical Instrumentation Engineers) - International Society for Optics and Photonics Student Member/Early Career Professional
2017 - Current Associação Portuguesa de Geólogos (APG) Sócio Ordinário/Ordinary partner
2014 - Current Núcleo de Geologia do Porto Colaborador voluntário/Voluntary collaborator
2024/03 - 2024/12 IEEE Geoscience and Remote Sensing Society Member
2024/03 - 2024/12 IEEE - Institute of Electrical and Electronics Engineers Member
2019/12/20 - 2022/02/28 IEEE - Institute of Electrical and Electronics Engineers Student Member
2019/12 - 2022/02/28 IEEE Geoscience and Remote Sensing Society Student Member
2020/01 - 2021/01 Sociedade Geológica de Portugal

Committee member

Activity description
Role 		Institution / Organization
2023/01 - 2025/12 EAG Communications Committee
Member
 European Association of Geochemistry, Netherlands

Conference scientific committee

Conference name Conference host
2024/02/16 - Current 10th International Symposium on granitic pegmatites (PEG 2024) Brandon University
2024/01/04 - Current IEEE/GRSS International Geoscience and Remote Sensing Symposium (IGARSS) IEEE; IEEE Geoscience and Remote Sensing Society
2024/01 - Current SPIE Remote Sensing Conference: Earth Resources and Environmental Remote Sensing/GIS Applications XV SPIE
2023/12/19 - 2023/12/31 The 5th International Electronic Conference on Remote Sensing Remote Sensing/MDPI
2023/01/14 - 2023/07/21 IGARSS 2023 - IGARSS IEEE International Geoscience and Remote Sensing Symposium IEEE; IEEE Geoscience and Remote Sensing Society
2023/05/24 - 2023/05/27 2023 GAC-MAC-SGA Laurentian University
2021/06/24 - 2021/07/16 IGARSS 2021 Brussels (Virtual)

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2023/02 - Current Unidade Curricular/Curricular Unit: "Estágio"/"Internship", Licenciatura em Geologia/Bachelor degree in Geology Estágio (Licenciatura) Universidade do Porto Faculdade de Ciências, Portugal
2023 - Current Unidade Curricular/Curricular Unit: "Seminário de Especialidade/Seminar" Mestrado em Geologia/Master degree in Geology Geologia (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal
2022/09/15 - Current Unidade Curricular/Curricular Unit: "Informática Aplicada à Geologia"/"Computing in Geology", Licenciatura em Geologia/Bachelor degree in Geology Informática Aplicada à Geologia (Licenciatura) Faculdade de Ciências da Universidade do Porto, Portugal
2022/09 - Current Unidade Curricular/Curricular Unit: "Métodos de Prospeção"/"Exploration Methods", Licenciatura em Geologia/Bachelor degree in Geology Métodos de Prospeção (Licenciatura) Faculdade de Ciências da Universidade do Porto, Portugal
2022/03 - Current Unidade Curricular/Curricular Unit "Prospeção Geológica e Geofísica", Mestrado em Geologia/Master degree in Geology, Mestrado em Geomateriais e Recursos Geológicos/Master degree in Geomaterials and Geological Resources Prospeção Geológica e Geofísica/Geological and Geophysical Exploration (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal
2023 - 2024 Unidade Curricular/Curricular Unit: "Estágio/Internship" Mestrado em Geologia/Master degree in Geology Geologia (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal
2023/11/23 - 2023/11/23 "Sentinel-2 data in pegmatite exploration: outcrop identification in Europe " - Guest Speaker RawMatCop Academy 2023
2022/03 - 2023/09 Unidade Curricular/Curricular Unit "Análise e Tratamento de Dados Geológicos", Licenciatura em Geologia/Bachelor degree in Geology Análise e Tratamento de Dados Geológicos/Analysis and Treatment of Geological Data (Licenciatura) Universidade do Porto Faculdade de Ciências, Portugal
2023/06/26 - 2023/06/26 Lecture "Image processing techniques for geological applications" on the GREENPEG Summer School 2023 Image processing techniques for geological applications
2023/03/20 - 2023/03/20 QGIS - III Semana de formações da AEFCUP Universidade do Porto Faculdade de Ciências, Portugal
2023/01/26 - 2023/01/26 "The role of satellite data in pegmatite exploration: outcrop identification in Europe" - Guest Speaker in the scope of the curricular unit "Applied Remote Sensing in Spatial Planning" of the Master's degree in Geographical Information Systems and Spatial Planning Geographical Information Systems and Spatial Planning (Mestrado) Universidade do Porto Faculdade de Letras, Portugal
2023/01/13 - 2023/01/13 "Sentinel-2 data in lithium pegmatite exploration: the case study of the Fregeneda-Almendra pegmatite field (Central Iberia)" - Guest Speaker in the scope of the curricular unit "Applied Remote Sensing in Spatial Planning" of the Master's degree in Geographical Information Systems and Spatial Planning Geographical Information Systems and Spatial Planning (Mestrado) Universidade do Porto Faculdade de Letras, Portugal
2022/12 - 2022/12 "Sentinel-2 data in lithium pegmatite exploration: the case study of the Fregeneda-Almendra pegmatite field (Central Iberia)" - Guest Speaker RawMatCop Academy 2022
2022/06/12 - 2022/06/18 "Aplicações da deteção remota às Geociências" in DOPPLER Summer School Earth Observation School 2022 (Maputo, Mozambique)
2021 - 2022 Unidade Curricular/Curricular Unit: "Estágio/Internship" Mestrado em Geologia/Master degree in Geology Estágio (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal
2021/07/12 - 2021/07/16 "Aplicações da deteção remota às Geociências " in DOPPLER Summer School Escola de Observação da Terra (Cidade da Beira)
2021/04/13 - 2021/06/09 "Sentinel-2 data in lithium pegmatite exploration: the case study of the Fregeneda-Almendra pegmatite field (Central Iberia)" - Guest Speaker RawMatCop Academy 2021

Interview (newspaper / magazine)

Activity description Newspaper / Forum
2021/07/01 Analyses of Li-Rich Minerals Using Handheld LIBS SciAps News
2020/09 PhD Student, Geological Exploration, Joana Cardoso-Fernandes: A Day in the GeoLife Series (Guest blog series) A Day in the GeoLife (Rock-Head Sciences)
2020/07/24 "Au Portugal, la fièvre du lithium échauffe les esprits" Tribune de Genève

Journal scientific committee

Journal title (ISSN) Publisher
2024/10/15 - Current Norwegian Journal of Geology Geological Society of Norway
2024/09/12 - Current Mining MDPI
2024/07/14 - Current Journal of Geochemical Exploration Elsevier
2024/07/10 - Current IAES International Journal of Artificial Intelligence (20894872) Institute of Advanced Engineering and Science (IAES)
2024/04/22 - Current Computers and Geosciences Elsevier
2024/03/22 - Current Geomatics and Environmental Engineering (23007095, 18981135) AGH University of Science and Technology Press
2024/03/18 - Current Geology, Ecology, and Landscapes (24749508) Taylor and Francis Ltd.
2023/12/07 - Current Ore Geology Reviews Elsevier
2023/11/17 - Current Ecological Informatics Elsevier
2023/10/18 - Current Mathematical Problems in Engineering Hindawi Publishing Corporation
2023/08/14 - Current Miscellanea Geographica Gruyter
2023/07/03 - Current Geoscience Frontiers Elsevier
2023/04/20 - Current Journal of South American Earth Sciences Elsevier BV
2023/04/18 - Current Earth and Space Science Wiley-Blackwell Publishing Ltd
2023/03/06 - Current Sustainability MDPI
2023/02/06 - Current International Journal of Digital Earth (17538947, 17538955) Taylor & Francis
2023/01/17 - Current Scientific Reports (20452322) Nature Publishing Group
2023/01/14 - Current Geochemistry Elsevier
2023/01/14 - Current Earth System Science Data Copernicus Publications
2022/12/16 - Current Revista de la Sociedad Geológica de España Sociedad Geológica de España
2022/11/16 - Current IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE; IEEE Geoscience and Remote Sensing Society
2022/11/15 - Current IEEE Transactions on Geoscience and Remote Sensing (01962892) IEEE; IEEE Geoscience and Remote Sensing Society
2021/11/22 - Current Journal of the Indian Society of Remote Sensing Springer Nature
2021/11/18 - Current Natural Resources Research Springer Nature
2021/10/21 - Current Minerals MDPI
2021/06/14 - Current Remote Sensing Applications: Society and Environment Elsevier
2020/07/16 - Current Journal of Near Infrared Spectroscopy (1751-6552) SAGE Publications
2020/03/02 - Current Remote Sensing (2072-4292) MDPI
Distinctions

Award

2023 Best Student Paper Award (supervisor)
SPIE, United States
2022 PhD medal award
Faculdade de Ciências da Universidade do Porto, Portugal
2019 Best Student Paper Award
SPIE, United States
2017 Prémio Escolar Soares dos Guimarães (2015/2016)/Soares dos Guimarães School Award (2015/2016)
Universidade do Porto Faculdade de Ciências, Portugal

Other distinction

2024 Poster presentation distinction under the category AGROFOOD, ENVIRONMENT & GEOLOGY at IJUP24 (supervisor)
Universidade do Porto, Portugal
2021 Diploma de distinção: Bolsa de Estudo por Mérito/Distinction Diploma: Scholarship by Merit
Universidade do Porto, Portugal
2020 Bolsa de Estudo por Mérito 2017/2018 / Scholarship by Merit 2017/2018
2016 Melhor Média Final do Curso: Licenciatura em Geologia / Best final grade of the Bachelor's degree in Geology
Universidade do Porto Faculdade de Ciências, Portugal
2014 Distinção de Mérito Académico Curricular / Distinction of Academic Curriculum Merit
Associação de Estudantes da Faculdade de Ciências da Universidade do Porto, Portugal