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Gonçalo M. Marques (GMM). Completed the Mestrado integrado in Engenharia Física Tecnológica in 2000 by Universidade de Lisboa Instituto Superior Técnico and Doutoramento in Física in 2006 by Instituto Superior Técnico Departamento de Física. Is a world recognized expert on DEB theory, having been a member of the curators' board for Add-my-Pet, the centralised database with parameter estimates for >3000 species, and having led the development of the improved parameter estimation algorithms for this database (Marques et al., 2018). Currently, GMM is a researcher at MARETEC, LARSyS, an invited professor at IST and a consultant of Terraprima. He was a senior researcher in the Sheep 4.0 and GreenBeef projects and previously, within the ModelMeat project, GM led the development of DEB models for cattle (Marques et al., 2020). Published 29 articles in journals. Has received 1 awards and/or honors. Works in the area(s) of Natural sciences with emphasis on Biological Sciences with emphasis on Biology and Engineering and Technology. In their professional activities interacted with 83 collaborator(s) co-authorship of scientific papers. Apart from teaching DEB in cology courses, GM also teaches Big History in a variety of courses. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Dynamic Energy Budget theory; Parameter estimation; Optimization procedures; Cattle emissions; Sustainability; Contingent Valuation; Environmental Indicators; Shellfish safety; Marine biotoxins; Machine learning; Time-series forecasting; Ocean warming; Ocean acidification; Marine fish.
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Identification

Personal identification

Full name
GONÇALO JOSÉ MONTEIRO MARQUES

Citation names

  • Marques, Gonçalo

Author identifiers

Ciência ID
E815-3B1A-53E9
ORCID iD
0000-0002-1693-9042

Knowledge fields

  • Natural sciences - Biological Sciences - Biology
  • Engineering and Technology

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
French Intermediate (B1) Upper intermediate (B2) Intermediate (B1) Upper intermediate (B2)
Chinese Elementary (A2) Elementary (A2) Elementary (A2) Beginner (A1)
Education
Degree Classification
2006
Concluded
 Física (Doutoramento)
Major in Sem especialidade
Instituto Superior Técnico Departamento de Física, Portugal
"Chiral Symmetry Breaking and Hadron Interactions in Quark Models" (THESIS/DISSERTATION)
2000
Concluded
 Engenharia Física Tecnológica (Mestrado integrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
Affiliation

Science

Category
Host institution 		Employer
2022/01/01 - Current Contracted Researcher (Research) Terraprima, Portugal
Universidade de Lisboa Centro de Ciência e Tecnologia do Ambiente e do Mar, Portugal
2015/01/01 - Current Researcher (Research) Universidade de Lisboa Instituto Superior Técnico, Portugal
Laboratório de Robótica e Sistemas de Engenharia, Portugal
2015 - Current Researcher (Research) Universidade de Lisboa Centro de Ciência e Tecnologia do Ambiente e do Mar, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016/04/01 - 2021/12/31 Contracted Researcher (Research) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa Centro de Ciência e Tecnologia do Ambiente e do Mar, Portugal
2012 - 2014 Researcher (Research) Universidade de Lisboa Centro de Estudos em Inovação Tecnologia e Políticas de Desenvolvimento, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal
Projects

Grant

Designation Funders
2007/01 - 2009/12 ECOFORSITE - Formal and Substantive Integration of Thermodynamics, Ecology and Economics, and Application to Sustainability Theory
grant.Provided by PTCRIS: 82496
 Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2021 - 2023 GreenBeef - Towards carbon neutral Angus beef production in Portugal
POCI-01-0247-FEDER-047050
 Universidade de Lisboa Instituto Superior Técnico
2020/01/01 - 2022/12/31 A machine learning-based forecasting system for shellfish safety
DSAIPA/DS/0026/2019
Associação para a Inovação e Desenvolvimento da FCT, Portugal

Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal

Instituto de Telecomunicações, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Instituto Português do Mar e da Atmosfera, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2018/10/01 - 2021/09/30 Effects of climate change on marine fish energy budgets
PTDC/BIA-BMA/28630/2017
Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Instituto Português do Mar e da Atmosfera, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2007/09/18 - 2011/09/17 PETE - Physical Approaches to an Improved Economic Theory of the Environment
PTDC/AMB/64762/2006
grant.Provided by PTCRIS: 64762
Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade de Lisboa Centro de Estudos em Inovação Tecnologia e Políticas de Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia

Fundação para a Ciência e a Tecnologia
Concluded

Other

Designation Funders
2023/12 - 2026/12 QPlast - Quantifying Impacts of Plastics on Aquatic and Terrestrial organisms
-
Research Fellow
Universidade de Lisboa Centro de Ciência e Tecnologia do Ambiente e do Mar, Portugal
Ongoing
Outputs

Publications

Book
  1. Marques, G.M.; Lorena, A.; Magalhães, J.; Sousa, T.; Kooijman, S.A.L.M.; Domingos, T.. Life engine - Creating artificial life for scientific and entertainment purposes. 2011.
    10.1007/978-3-642-21314-4_35
Conference paper
  1. Bicudo, P.; Marques, G.M.. "The T+(1540) as a heptaquark with the overlap of a pion, a kaon and a nucleon". 2004.
    10.1063/1.1799751
  2. Bicudo, P.; Marques, G.M.. "Hard core attraction in hadron scattering and the family of the Ds meson molecule". 2004.
    10.1063/1.1799762
Journal article
  1. Moreira, José M; Mendes, Ana Candeias; Maulvault, Ana Luísa; Marques, António; Rosa, Rui; Pousão-Ferreira, Pedro; Sousa, Tânia; Anacleto, Patrícia; Marques, Gonçalo M. "Impacts of ocean warming and acidification on the energy budget of three commercially important fish species". Conservation Physiology 10 1 (2022): http://dx.doi.org/10.1093/conphys/coac048.
    10.1093/conphys/coac048
  2. Gaudron, S. M.; Lefebvre, S.; Marques, G. M.. "Inferring functional traits in a deep-sea wood-boring bivalve using dynamic energy budget theory". Scientific Reports 11 1 (2021): http://dx.doi.org/10.1038/s41598-021-02243-w.
    10.1038/s41598-021-02243-w
  3. Desforges, J.-P.; van Beest, F.M.; Marques, G.M.; Pedersen, S.H.; Beumer, L.T.; Chimienti, M.; Schmidt, N.M.. "Quantifying energetic and fitness consequences of seasonal heterothermy in an Arctic ungulate". Ecology and Evolution 11 1 (2021): 338-351. http://www.scopus.com/inward/record.url?eid=2-s2.0-85096670568&partnerID=MN8TOARS.
    10.1002/ece3.7049
  4. Desforges, J.-P.; Marques, G.M.; Beumer, L.T.; Chimienti, M.; Hansen, L.H.; Pedersen, S.H.; Schmidt, N.M.; van Beest, F.M.. "Environment and physiology shape Arctic ungulate population dynamics". Global Change Biology (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85099029983&partnerID=MN8TOARS.
    10.1111/gcb.15484
  5. Marques, G.M.; Teixeira, C.M.G.L.; Sousa, T.; Morais, T.G.; Teixeira, R.F.M.; Domingos, T.. "Minimizing direct greenhouse gas emissions in livestock production: The need for a metabolic theory". Ecological Modelling 434 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85089890502&partnerID=MN8TOARS.
    10.1016/j.ecolmodel.2020.109259
  6. Accolla, C.; Vaugeois, M.; Rueda-Cediel, P.; Moore, A.; Marques, G.M.; Marella, P.; Forbes, V.E.. "DEB-tox and Data Gaps: Consequences for individual-level outputs". Ecological Modelling 431 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85086823054&partnerID=MN8TOARS.
    10.1016/j.ecolmodel.2020.109107
  7. Silva, W.T.A.F.; Harding, K.C.; Marques, G.M.; Bäcklin, B.M.; Sonne, C.; Dietz, R.; Kauhala, K.; Desforges, J.-P.. "Life cycle bioenergetics of the gray seal (Halichoerus grypus) in the Baltic Sea: Population response to environmental stress". Environment International 145 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85092202065&partnerID=MN8TOARS.
    10.1016/j.envint.2020.106145
  8. Desforges, Jean-Pierre; Marques, Gonçalo; Beumer, Larissa T.; Chimientia, Marianna; Blaked, John; Rowell, Janice E.; Adamczewski, Jan; Schmidt, Niels Martin; van Beest, Floris M.. "Quantification of the full lifecycle bioenergetics of a large mammal in the high Arctic". (2019): http://dx.doi.org/10.1016/j.ecolmodel.2019.03.013.
    10.1016/j.ecolmodel.2019.03.013
  9. Morais, J.V.; Custódio, A.L.; Marques, G.M.. "Calibration of parameters in Dynamic Energy Budget models using Direct-Search methods". Journal of Mathematical Biology 78 5 (2019): 1439-1458. http://www.scopus.com/inward/record.url?eid=2-s2.0-85058055792&partnerID=MN8TOARS.
    10.1007/s00285-018-1315-x
  10. Marques, G.M.; Lika, K.; Augustine, S.; Pecquerie, L.; Kooijman, S.A.L.M.. "Fitting multiple models to multiple data sets". Journal of Sea Research (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85048166936&partnerID=MN8TOARS.
    10.1016/j.seares.2018.07.004
  11. Pousse, É.; Flye-Sainte-Marie, J.; Alunno-Bruscia, M.; Hégaret, H.; Rannou, É.; Pecquerie, L.; Marques, G.M.; et al. "Modelling paralytic shellfish toxins (PST) accumulation in Crassostrea gigas by using Dynamic Energy Budgets (DEB)". Journal of Sea Research (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85053705889&partnerID=MN8TOARS.
    10.1016/j.seares.2018.09.002
  12. Baas, J.; Augustine, S.; Marques, G.M.; Dorne, J.-L.. "Dynamic energy budget models in ecological risk assessment: From principles to applications". Science of the Total Environment 628-629 (2018): 249-260. http://www.scopus.com/inward/record.url?eid=2-s2.0-85041743507&partnerID=MN8TOARS.
    10.1016/j.scitotenv.2018.02.058
  13. Marques, G.M.; Augustine, S.; Lika, K.; Pecquerie, L.; Domingos, T.; Kooijman, S.A.L.M.. "The AmP project: Comparing species on the basis of dynamic energy budget parameters". PLoS Computational Biology 14 5 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85048177145&partnerID=MN8TOARS.
    10.1371/journal.pcbi.1006100
  14. Gourault, M.; Petton, S.; Thomas, Y.; Pecquerie, L.; Marques, G.M.; Cassou, C.; Fleury, E.; Paulet, Y.-M.; Pouvreau, S.. "Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100". Journal of Sea Research (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85047193806&partnerID=MN8TOARS.
    10.1016/j.seares.2018.05.005
  15. Thomas, Y.; Flye-Sainte-Marie, J.; Chabot, D.; Aguirre-Velarde, A.; Marques, G.M.; Pecquerie, L.. "Effects of hypoxia on metabolic functions in marine organisms: Observed patterns and modelling assumptions within the context of Dynamic Energy Budget (DEB) theory". Journal of Sea Research (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85050085622&partnerID=MN8TOARS.
    10.1016/j.seares.2018.05.001
  16. Marques, G.M.. "Constraints and DEB parameter estimation: Comment on: “Physics of metabolic organization” by Marko Jusup et al.". Physics of Life Reviews 20 (2017): 66-68. http://www.scopus.com/inward/record.url?eid=2-s2.0-85009726493&partnerID=MN8TOARS.
    10.1016/j.plrev.2017.01.011
  17. Grossowicz, M.; Marques, G.M.; van Voorn, G.A.K.. "A dynamic energy budget (DEB) model to describe population dynamics of the marine cyanobacterium Prochlorococcus marinus". Ecological Modelling 359 (2017): 320-332. http://www.scopus.com/inward/record.url?eid=2-s2.0-85021135391&partnerID=MN8TOARS.
    10.1016/j.ecolmodel.2017.06.011
  18. Llandres, A.L.; Marques, G.M.; Maino, J.L.; Kooijman, S.A.L.M.; Kearney, M.R.; Casas, J.. "A dynamic energy budget for the whole life-cycle of holometabolous insects". Ecological Monographs 85 3 (2015): 353-371. http://www.scopus.com/inward/record.url?eid=2-s2.0-84938940508&partnerID=MN8TOARS.
  19. Marques, G.M.; Mateus, M.; Domingos, T.. "Can we reach consensus between marine ecological models and DEB theory? A look at primary producers". Journal of Sea Research 94 (2014): 92-104. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921418014&partnerID=MN8TOARS.
    10.1016/j.seares.2014.09.007
  20. Teixeira, C.M.G.L.; Sousa, T.; Marques, G.M.; Domingos, T.; Kooijman, S.A.L.M.. "A new perspective on the growth pattern of the Wandering Albatross (Diomedea exulans) through DEB theory". Journal of Sea Research 94 (2014): 117-127. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921345370&partnerID=MN8TOARS.
    10.1016/j.seares.2014.06.006
  21. Lorena, A.; Marques, G.M.; Kooijman, S.A.L.M.; Sousa, T.. "Stylized facts in microalgal growth: Interpretation in a dynamic energy budget context". Philosophical Transactions of the Royal Society B: Biological Sciences 365 1557 (2010): 3509-3521. http://www.scopus.com/inward/record.url?eid=2-s2.0-78149243963&partnerID=MN8TOARS.
    10.1098/rstb.2010.0101
  22. Sousa, T.; Marques, G.M.; Domingos, T.. "Comment on "Energy uptake and allocation during ontogeny"". Science 325 5945 (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-69949135743&partnerID=MN8TOARS.
    10.1126/science.1169523
  23. Bicudo, P.; Marques, G.; Cardoso, M.; Cardoso, N.; Oliveira, O.. "Schwinger-dyson equations and the quark-antiquark static potential". Proceedings of Science (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-84882950159&partnerID=MN8TOARS.
  24. González Felipe, R.; Marques, G.M.; Ribeiro, J.E.. "The effect of nonlocal confining kernels on magnetic chiral condensates". Nuclear Physics A 778 1-2 (2006): 30-43. http://www.scopus.com/inward/record.url?eid=2-s2.0-33748709020&partnerID=MN8TOARS.
    10.1016/j.nuclphysa.2006.07.037
  25. Bicudo, P.; Faria, M.; Marques, G.M.; Ribeiro, J.E.. "Microscopic derivation of pion-nucleon and pion-delta scattering lengths". Nuclear Physics A 735 1-2 (2004): 138-162. http://www.scopus.com/inward/record.url?eid=2-s2.0-1542718559&partnerID=MN8TOARS.
    10.1016/j.nuclphysa.2004.01.128
  26. Bicudo, P.; Marques, G.M.. "[Formula Presented] as a heptaquark with the overlap of a pion, a kaon, and a nucleon". Physical Review D - Particles, Fields, Gravitation and Cosmology 69 1 (2004): http://www.scopus.com/inward/record.url?eid=2-s2.0-85039596266&partnerID=MN8TOARS.
    10.1103/PhysRevD.69.011503
  27. Bicudo, P.; Marques, G.M.. "Chiral symmetry breaking and scalar string confinement". Physical Review D - Particles, Fields, Gravitation and Cosmology 70 9 (2004): http://www.scopus.com/inward/record.url?eid=2-s2.0-42749099959&partnerID=MN8TOARS.
    10.1103/PhysRevD.70.094047
Activities

Association member

Society Organization name Role
2011 - Current Portuguese Botanical Society

Committee member

Activity description
Role 		Institution / Organization
2015 - 2017 Board of Curators of the Add-my-Pet collection
Member

Conference scientific committee

Conference name Conference host
2019/04/01 - 2019/04/12 DEB 2019 - Sixth International Symposium and Thematic School on DEB theory for metabolic organization University of Brest

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2021 - Current Foundations of Ecology Ciências de Engenharia - Engenharia do Ambiente Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 - Current Energy, Environment and Sustainability - A Big History perspective Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/03 - 2024/06 Big History and Sustainability Any MSc degree at Instituto Superior Técnico (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023 Eleventh DEB telecourse. Part of the organization team, assistant in the practical component that took place in Baton Rouge, Louisiana, USA, on the Add-my-pet procedure and Multivariate DEB models. Dynamic Energy Budget theory (Postgraduate Certificate)
2017 - 2021 Ninth and Tenth DEB telecourses. Part of the organization team, assistant in the practical component that took place in Tromsø and Brest and lecturer on the “Add-my-pet procedure” and “Multivariate DEB models”. Dynamic Energy Budget theory (Postgraduate Certificate)
2009 - 2020 Applied Ecology Environmental Engineering (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal
2013 - 2015 Seventh and Eighth DEB telecourses. Assistant in the practical component that took place in Lisbon and lecturer on “Multivariate DEB models”. Dynamic Energy Budget theory (Postgraduate Certificate)
2009 - 2011 Fifth and Sixth DEB telecourse. Responsible for the Lisbon group and assistant in the practical component that took place in Lisbon. Dynamic Energy Budget theory (Postgraduate Certificate)
Distinctions

Award

2009 UTL/Deloitte Young Researcher Award
Universidade de Lisboa, Portugal