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Identification

Personal identification

Full name
Maria Carolina Godinho Miranda Segurado Marques

Author identifiers

Ciência ID
5A1D-289B-F352
ORCID iD
0000-0002-5936-9342
Education
Degree Classification
2022/11/08 - 2026/11/08
Ongoing
Estatística e Investigação Operacional (Doutoramento)
Universidade de Lisboa Faculdade de Ciências, Portugal
"Statistical and Machine Learning Methods in Paleontology." (THESIS/DISSERTATION)
2021/09 - 2022/07
Attended
Minor em Matemática (Outros)
Universidade de Lisboa Faculdade de Ciências, Portugal
2018/09 - 2021/07
Concluded
Biologia (Licenciatura)
Major in Biologia Ambienal com Minor em Estatística e Investigação Operacional
Universidade de Lisboa Faculdade de Ciências, Portugal
Affiliation

Science

Category
Host institution
Employer
2020/12/01 - Current Researcher (Research) Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
Projects

Grant

Designation Funders
2021/11/08 - 2022/11/08 ACoustic CUe RATEs for passive acoustic density estimation (ACCURATE)
Research Fellow
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Ongoing
2021/05/20 - 2021/08/20 COVIDETECT: Detection, quantification and modeling of SARS-CoV-2 in wastewater as an early warning tool for the spread of the virus in the community
Scientific Initiation Fellow
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal

Centro de Ecologia Evolução e Alterações Ambientais, Portugal
Concluded
2020/12/01 - 2021/05/19 UIDB/00006/2020
Scientific Initiation Fellow
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Concluded
Outputs

Publications

Conference poster
  1. João Canning-Clode; Nuno Castro; James T. Carlton; Ana C. Costa; Carolina S. Marques ; Chad L. Hewitt; Eva Cacabelos; et al. "Marine bioinvasions in Macaronesia: A pioneer and comprehensive evaluation of its scale and richness". Paper presented in VIII International Symposium on Marine Sciences 2022 (ISMS), 2022.
  2. Carolina S. Marques ; Kalliopi C. Gkikopoulou; Len Thomas; Danielle Harris; Tiago A. Marques. "Investigating the effect of variable animal-borne tag durations on parameter precision and uncertainty". Paper presented in International Statistical Ecology Conference (ISEC), 2022.
  3. Miguel L. Grilo; Guadalupe Amaro; Lélia Chambel; Carolina S. Marques ; Tiago A. Marques; Fátima Gil; Carla Sousa-Santos; Joana I. Robalo; Manuela Oliveira. "Biosafety measures in freshwater fish ex situ breeding programs a preliminary approach". Paper presented in Joint congress of the Portuguese Society of Microbiology and the Portuguese Society of Biotechnology (MICROBIOTEC’21), 2021.
Journal article
  1. Carolina S. Marques; Diana A. Marques; Susanna B. Blackwell; Mads Peter Heide-Jørgensen; Chloe E. Malinka; Tiago A. Marques. "Narwhal (Monodon monoceros) echolocation click rates to support cue counting passive acoustic density estimation". The Journal of the Acoustical Society of America (2024): https://doi.org/10.1121/10.0024723.
    10.1121/10.0024723
  2. Tiago A. Marques; Carolina S. Marques; Kalliopi C. Gkikopoulou. "A sperm whale cautionary tale about estimating acoustic cue rates for deep divers". The Journal of the Acoustical Society of America (2023): https://doi.org/10.1121/10.0020910.
    10.1121/10.0020910
  3. Decio Semensatto; Nivea S. Yamagami; Suellen M. Vieira; Carolina S. Marques ; Luciane Fontana; Thomas Püttker. Corresponding author: Decio Semensatto. "Arcellinida (testate lobose amoebae) in sediments of a tropical water-supply reservoir are reliable indicators of trophic state shifts". Journal of Paleolimnology (2022):
    Under revision
  4. Nuno Castro; Ignacio Gestoso; Carolina S. Marques ; Patrício Ramalhosa; João G. Monteiro; José L. Costa; João Canning-Clode. Corresponding author: Nuno Castro. "Anthropogenic pressure leads to more introductions: examining the influence of marine traffic and artificial structures on Non-indigenous Species presence on an offshore island". Marine Pollution Bulletin (2022):
    Accepted
  5. Carolina S. Marques; Nuno Castro; Ignacio Gestoso; Patrício Ramalhosa; João G. Monteiro; José L. Costa; João Canning-Clode. "Anthropogenic pressure leads to more introductions: Marine traffic and artificial structures in offshore islands increases non-indigenous species". Marine Pollution Bulletin 181 (2022): 113898-113898. http://dx.doi.org/10.1016/j.marpolbul.2022.113898.
    10.1016/j.marpolbul.2022.113898
  6. Nuno Castro; James T. Carlton; Ana C. Costa; Carolina S. Marques; Chad L. Hewitt; Eva Cacabelos; Evandro Lopes; et al. "Diversity and patterns of marine non-native species in the archipelagos of Macaronesia". Diversity and Distributions 28 4 (2022): 667-684. https://doi.org/10.1111/ddi.13465.
    10.1111/ddi.13465
  7. Tiago A. Marques; Luisa Dornellas; Anaís Guerra; Carolina S. Marques ; Beatriz Tempero; Maria Zacarias; Caryl Hart. Corresponding author: Tiago A. Marques. "Counting Animals By Recording Their Voices". Frontiers for Young Minds 10 (2022): http://dx.doi.org/10.3389/frym.2022.704420.
    10.3389/frym.2022.704420
  8. Miguel L. Grilo; Guadalupe Amaro; Lélia Chambel; Carolina S. Marques; Tiago A. Marques; Fátima Gil; Carla Sousa-Santos; Joana I. Robalo; Manuela Oliveira. "Aeromonas spp. Prevalence, Virulence, and Antimicrobial Resistance in an Ex Situ Program for Threatened Freshwater Fish—A Pilot Study with Protective Measures". Animals 12 4 (2022): 436-436. https://doi.org/10.3390/ani12040436.
    10.3390/ani12040436
  9. Grilo, Miguel; Isidoro, Sara; Chambel, Lélia; Marques, Carolina S.; Marques, Tiago A.; Sousa-Santos, C.; Robalo, Joana; Oliveira, Manuela. "Molecular epidemiology, virulence traits and antimicrobial resistance signatures of aeromonas spp. in the critically endangered iberochondrostoma lusitanicum follow geographical and seasonal patterns". (2021): http://hdl.handle.net/10400.12/8246.
    10.3390/antibiotics10070759
Preprint
  1. Carolina S. Marques; Diana A. Marques; Susanna B. Blackwell; Mads Peter Peter Heide-Jorgensen; Chloe E. Malinka; Tiago A. Marques. "Narwhal (Monodon monoceros) echolocation click rates to support cue counting passive acoustic density estimation". 2023. https://doi.org/10.1101/2023.05.23.541771.
    10.1101/2023.05.23.541771
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/11/18 Addressing data scarcity in classification of vertebrate footprints using transfer learning and procedurally simulated footprints Class given to MSc students from Biostatistics
FCUL (Lisbon, Portugal)
2024/10 How to Improve Classification of Isolated Theropod Teeth Through Machine Learning III PaleoPt
(Portugal)
2024/10 The use of photogrammetry in the conservation of endangered geological heritage: the case of Portuguese dinosaur footprints III PaleoPt
(Portugal)
2024/09/07 Addressing data scarcity in classification of vertebrate footprints using transfer learning with CNNs and procedurally simulated footprints IX Workshop on Computational Data Analysis and Numerical Methods (WCDANM)
Universidade de Évora (Portugal)
2024/07/04 O uso de novas tecnologias para ajudar a desvendar mistérios de Paleontologia Verão ULisboa
FCUL (Portugal)
2024/03/23 Introduction to Neural Networks Encontro Nacional de Estudantes de Biologia (ENEB)
FCUL (Lisbon, Portugal)
2023/11/21 Supporting cetacean monitoring via passive acoustics: Using CNNs to automatically detect their calls Jornadas do Mar: "Oceano: novos desafios tecnológicos"
Escola Naval (Portugal)
2023/10/27 Supporting Narwhal Monitoring Via Passive Acoustics: Using CRNNs To Automatically Detect Their Calls International Bioacoustics Society Congress (IBAC)
(Hokkaido, Japan)
2023/04/21 Using wavelets to denoise sound data and identify patterns: a narwhal example. XXX Jornadas de Classificação e Análise de Dados da CLAD
2023/04/20 The need for ACCURATE cue rates in passive acoustic density estimation. European Cetacean Society Conference (ECS)
2023/04/15 Using spectral gating noise reduction algorithm to denoise sound data and identify patterns: a narwhal example. Lisbon Young Mathematicians Conference (LYMC)
(Portugal)
2023/04/12 And the years went by: Variations in the diversity of terrestrial vertebrates through the Miocene of Lisbon and Setúbal's Peninsula, Portugal XIX EJIP - Encontro de Jovens Investigadores em Paleontologia
(Portugal)
2022/06/21 Comparing statistical methods to estimate sound production rates based on animal borne tag data International Statistical Ecology Conference (ISEC)
(Cape Town, South Africa)
2022/03/10 Estimating cue rates from tags without acoustic data Detection, Classification, Localization and Density Estimation of Marine Mammals using Passive Acoustics
(Waikiki, United States)
2021/12/10 Estimating echolocation clicks rates in narwhals (Monondon monoceros) XXVIII Conference on Data Classification and Analysis (JOCLAD2021)
(Covilhã, Portugal)
2021/11/05 Estimating sperm whale acoustic cue rates from tags without acoustic data XV Congreso Galego de Estatstica e Investigacion de Operacions Santiago de Compostela
(Santiago de Compostela, Spain)
2021/10/16 Modelling COVID-19 positivity rate as function of wastewater viral load XXV Congress of the Portuguese Statistical Society
(Évora, Portugal)
2021/10/15 Estimating sperm whales echolocation click production rates to inform passive acoustic density estimation XXV Congress of the Portuguese Statistical Society
(Évora, Portugal)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2024/09/27 - 2024/09/28 In this activity the participants were invited to understand the foot morphology of a carnivorous dinosaur, estimate the height to the hip and the velocity of the animal that produced the footprints.
Other
Noite Europeia dos Investigadores (NEI)
Museu Nacional de História Natural e Ciência, Portugal
2024/07/25 - 2024/07/25 Talked about how we can use artificial intelligence models to learn more about dinosaurs and help scientists unravel some of the mysteries surrounding these animals.
Other
25.º Aniversário Pavilhão do Conhecimento
Pavilhão do Conhecimento-Centro Ciência Viva, Portugal
2022/03/07 - 2022/03/11 Detection, Classification, Localization and Density Estimation of Marine Mammals using Passive Acoustics (DCLDE)
Congress
Detection, Classification, Localization and Density Estimation of Marine Mammals using Passive Acoustics (DCLDE)
2022/03/02 - 2022/03/04 Scientific Writing- ieTIC2022
Workshop
Scientific Writing- ieTIC2022
2022/01/18 - 2022/02/10 Teaching Assistant in the "An introduction to R and R Studio" Instructors: Soraia Pereira and Tiago Marques Organization: CEAUL and Gades Solutions. 16 hours
Workshop
An introduction to R and R Studio
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
2021/12/11 - 2021/12/11 Communicate clear science
Workshop
Communicate clear science
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2021/10/13 - 2021/11/08 Teaching Assistant in the "Python on Data Science: From data analysis to decision making" Instructor: José Guimarães. Organization: Gades Solutions. 20 hours
Workshop
Python on Data Science: From data analysis to decision making
2021/10/13 - 2021/10/16 XXV Congress of the Portuguese Statistical Society
Congress
XXV Congress of the Portuguese Statistical Society
2021/09/29 - 2021/09/29 How to measure reliable bird vocal activity using passive acoustic monitoring?
Seminar
How to measure reliable bird vocal activity using passive acoustic monitoring?
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal

Centro de Ecologia Evolução e Alterações Ambientais, Portugal
2021/09/06 - 2021/09/10 Hands-on machine learning in ecology
Seminar
Hands-on machine learning in ecology
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal

Instituto Português do Mar e da Atmosfera, Portugal

University of St Andrews, United Kingdom

Stellenbosch University, South Africa
2021/07/12 - 2021/07/16 National meeting of the Portuguese Society of Mathematics 2021 (ENSPM2021)
Congress
National meeting of the Portuguese Society of Mathematics 2021 (ENSPM2021)
Sociedade Portuguesa de Matemática, Portugal
2021/06/14 - 2021/06/18 virtual National Centre for Statistical Ecology meeting (vNCSE)
Congress
virtual National Centre for Statistical Ecology meeting (vNCSE)
2021/05/17 - 2021/05/18 Bayesian capture-recapture inference with hidden Markov models
Workshop
Bayesian capture-recapture inference with hidden Markov models
2021/02/24 - 2021/03/31 Teaching Assistant in the "Python on Data Science: From data analysis to decision making". Instructor: José Guimarães. Organization: Gades Solutions. 20 hours
Workshop
Python on Data Science: From data analysis to decision making
2021/01/19 - 2021/02/11 Teaching assistant in "Introduction to R and R Studio" course. Instructors: Professor Soraia Pereira and Professor Tiago Marques. Organization: CEAUL and GADES Solutions. 16 hours
Workshop
Introduction to R and R Studio
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
2020/09/28 - 2020/10/11 SPW 2020 IFiT - Innovating Field-Trips, Student Project Weeks 2020, Erasmus +, CERES Project in Aljezur, Portugal
Other
IFiT- Innovating Field-Trips, Student Project Weeks
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

University College Cork, Ireland

Universität Osnabrück Abteilung Mikrobiologie, Germany
2020/07/06 - 2020/07/17 Introduction to Distance Sampling
Workshop
Distance Sampling Workshop
University of St Andrews, United Kingdom
2020/06/22 - 2020/06/26 virtual International Statistical Ecology Conference (vISEC) 2020
Congress
virtual International Statistical Ecology Conference (vISEC) 2020
2020/05/25 - 2020/05/26 III Journeys of Bioinformatics
Conference
III Journeys of Bioinformatics
Instituto Politécnico de Setúbal, Portugal
2020/02/12 - 2020/02/13 1st Edition of the Medical Statistics Days
Meeting
1st Edition of the Medical Statistics Days
Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
2019/11/15 - 2019/11/15 Meeting on Marine Mammals in Portugal 2019 (EMMA 2019)
Meeting
Meeting on Marine Mammals in Portugal 2019 (EMMA 2019)
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2019/11/05 - 2019/11/05 Hidden Markov models of animal movement and behavior
Seminar
Hidden Markov models of animal movement and behavior
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2019/02/13 - 2019/02/15 Days of Mathematics in Sciences
Meeting
Days of Mathematics in Sciences
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

Consulting

Activity description Institution / Organization
2021/03 - 2022/03 Dados Contados - Rádio e Televisão Portuguesa (RTP)- Coordenação Técnica (Aquisição de dados) Universidade de Lisboa Centro de Estatística e Aplicações, Portugal
Distinctions

Other distinction

2023 CLAD scholarship