プロフィール詳細

プロジェクトを作成

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Dr. Joao J.に依頼

Portugal

Ph.D. in Ocean Sciences | Data Scientist & Environmental Modeling Expert

プロフィール概要

I am a dedicated scientist with over a decade of experience in operational oceanography, environmental modeling, and emerging technologies. My work focuses on translating complex data into actionable solutions for sustainability challenges in marine and aquaculture environments. My core expertise includes: Advanced Data Analysis: Proficient in Python, Matlab, and GIS for analyzing large-scale environmental datasets, including remote sensing and real-time sensor data. Numerical & Predictive Modeling: Specialized in developing and validating hydrodynamic and oil spill models to support environmental monitoring, risk assessment, and operational forecasting. Digital Twin & AI Solutions: Experienced in creating digital twin models for aquaculture farms and deploying AI-powered systems to optimize operations, improve sustainability, and drive data-driven decision-making. Project Leadership & Collaboration: Proven ability to lead multidisciplinary teams, secure competitive funding, and collaborate with international stakeholders from academia, industry, and regulatory bodies. I'm also an expert evaluator for EU-funded calls. I am passionate about applying my skills to solve real-world problems and have contributed to numerous international projects focused on marine conservation, pollution control, and sustainable resource management.

専門分野

• ★ Data Analysis
• ☆ Aquaculture
• ☆ Remote Sensing
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Artificial Intelligence
• ☆ Oceanography & Marine Science
• ☆ Environmental Science
• ☆ Environmental Management & Protection
• ☆ Mathematical Models
• ☆ Software Development
• ☆ Cloud Application Development
• ☆ Research
• ☆ Technical & Scientific Writing
• ☆ Proofreading & Editing
• ☆ Grant Writing

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Creative Writing, General Proofreading & Editing, Translation

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing

職務経験

Bolseiro de Gestão de Ciência e Tecnologia

Universidade do Algarve

6月 2016 - 現在

Researcher/AtlantOS project

Universidade do Algarve

6月 2015 - 6月 2016

Researcher/ARGOMARINE project

Universidade do Algarve

9月 2011 - 12月 2012

Oceanographer

Scottish Environment Protection Agency

7月 2007 - 3月 2009

Research Assistant/AdA project

Universidade do Algarve

10月 2004 - 1月 2005

Research Assistant/EMIR project

Universidade do Algarve

8月 2003 - 9月 2003

学歴

PhD/Marine Sciences (Faculdade de Ciências e Tecnologia)

Universidade do Algarve

3月 2009 - 4月 2015

Graduation/Integrated Marine Conservation (Duke Marine Lab)

Duke University

7月 2011 - 8月 2011

Master/European Joint Master in Water and Coastal Management (Geophysical Institute)

Universitetet i Bergen

1月 2005 - 9月 2006

First Degree Honours/Oceanography (Faculdade das Ciências e Tecnologia)

Universidade do Algarve

9月 1999 - 12月 2004

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

eloah rosas, Martins, F., João Janeiro (2021). Marine Litter on the Coast of the Algarve: Main Sources and Distribution Using a Modeling Approach . Journal of Marine Science and Engineering.

Lara Mills and Jo{\~{a}}o Janeiro and Antonio Augusto Sepp Neves and Fl{\'{a}}vio Martins(2020). The impact of Sea level rise in the guadiana estuary . Journal of Computational Science. 44. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 101169. Elsevier {BV}

The impact of Sea level rise in the guadiana estuary @article { author = {Janeiro, João}, title = {The impact of Sea level rise in the guadiana estuary}, journal = {Journal of Computational Science}, volume = {44}, pages = {101169--101169}, year = {2020}, month = {jul}, url = {http://dx.doi.org/10.1016/j.jocs.2020.101169}, doi = {10.1016/j.jocs.2020.101169} } . Journal of Computational Science.

Janeiro, J., Neves, A., Martins, F., Relvas, P.(2017). Integrating technologies for oil spill response in the SW Iberian coast . Journal of Marine Systems. 173. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 31-42.

Integrating technologies for oil spill response in the SW Iberian coast @article { author = {Janeiro, J. and Neves, A. and Martins, F. and Relvas, P.}, title = {Integrating technologies for oil spill response in the SW Iberian coast}, journal = {Journal of Marine Systems}, volume = {173}, pages = {31--42}, year = {2017}, url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-85018277876&partnerID=MN8TOARS}, doi = {10.1016/j.jmarsys.2017.04.005} } . Journal of Marine Systems.

Towards a common oil spill risk assessment framework – Adapting ISO 31000 and addressing uncertainties @article { author = {Sepp Neves, Antonio Augusto and Pinardi, Nadia and Martins, Flavio and Janeiro, Joao and Samaras, Achilleas and Zodiatis, George and De Dominicis, Michela}, title = {Towards a common oil spill risk assessment framework – Adapting ISO 31000 and addressing uncertainties}, journal = {Journal of Environmental Management}, volume = {159}, pages = {158--168}, year = {2015}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000357908000019&KeyUID=WOS:000357908000019}, doi = {10.1016/j.jenvman.2015.04.044} } . Journal of Environmental Management.

Towards a common oil spill risk assessment framework – Adapting ISO 31000 and addressing uncertainties @article{RID:1220150617583-7, title = {Towards a common oil spill risk assessment framework – Adapting ISO 31000 and addressing uncertainties}, journal = {Journal of Environmental Management}, year = {2015}, author = {Sepp Neves, Antonio Augusto and Pinardi, Nadia and Martins, Flavio and Janeiro, Joao and Samaras, Achilleas and Zodiatis, George and De Dominicis, Michela}, volume = {159}, pages = {158-168} } . Journal of Environmental Management.

Enhancing the management response to oil spills in the Tuscany Archipelago through operational modelling @article { author = {Janeiro, João and Zacharioudaki, Anna and Sarhadi, Ehsan and Neves, Augusto and Martins, Flávio}, title = {Enhancing the management response to oil spills in the Tuscany Archipelago through operational modelling}, journal = {Marine pollution bulletin}, volume = {85}, number = {2}, pages = {574--89}, year = {2014}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000341556100036&KeyUID=WOS:000341556100036}, doi = {10.1016/j.marpolbul.2014.03.021} } . Marine pollution bulletin.

Janeiro, João, Zacharioudaki, Anna, Sarhadi, Ehsan, Neves, Augusto, Martins, Flávio(2014). Enhancing the management response to oil spills in the Tuscany Archipelago through operational modelling . Marine pollution bulletin. 85. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 574-89.

Janeiro, Joao, Santos, C. Frazão, Michel, Jaqueline, Neves, Mário, Andrade, Francisco, Orbach, Michael(2013). Marine spatial planning and oil spill risk analysis : Finding common grounds . Marine Pollution Bulletin. 74. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 73-81.

Marine spatial planning and oil spill risk analysis : Finding common grounds @article { author = {Santos, C. Frazão and Michel, Jaqueline and Neves, Mário and Janeiro, Joao and Andrade, Francisco and Orbach, Michael}, title = {Marine spatial planning and oil spill risk analysis : Finding common grounds}, journal = {Marine Pollution Bulletin}, volume = {74}, pages = {73--81}, year = {2013}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000326211600022&KeyUID=WOS:000326211600022}, doi = {10.1016/j.marpolbul.2013.07.029} } . Marine Pollution Bulletin.

Towards the development of an operational tool for oil spills management in the Algarve coast @article { author = {Janeiro, João and Martins, Flávio and Relvas, Paulo}, title = {Towards the development of an operational tool for oil spills management in the Algarve coast}, journal = {Journal of Coastal Conservation}, volume = {16}, number = {4}, pages = {449--460}, year = {2012}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000311508400004&KeyUID=WOS:000311508400004}, doi = {10.1007/s11852-012-0201-8} } . Journal of Coastal Conservation.

The European Marine Strategy: Contribution and challenges from a Portuguese perspective @article { author = {Frazão Santos, Catarina and Gonçalves Teixeira, Zara and Janeiro, João and Gonçalves Sousa, Renata and Bjorkland, Rhema and Orbach, Michael and Sousa Gonçalves, Renata}, title = {The European Marine Strategy: Contribution and challenges from a Portuguese perspective}, journal = {Marine Policy}, volume = {36}, number = {5}, pages = {963--968}, year = {2012}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000305105800003&KeyUID=WOS:000305105800003}, doi = {10.1016/j.marpol.2012.02.011} } . Marine Policy.

Frazão Santos, Catarina, Gonçalves Teixeira, Zara, Janeiro, João, Gonçalves Sousa, Renata, Bjorkland, Rhema, Orbach, Michael, Sousa Gonçalves, Renata(2012). The European Marine Strategy: Contribution and challenges from a Portuguese perspective . Marine Policy. 36. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 963-968.

Janeiro, João, Martins, Flávio, Relvas, Paulo(2012). Towards the development of an operational tool for oil spills management in the Algarve coast . Journal of Coastal Conservation. 16. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 449-460.

Wind and freshwater influence over hydrocarbon dispersal on Patos Lagoon, Brazil @article { author = {Janeiro, João and Fernandes, Elisa and Martins, Flávio and Fernandes, Rodrigo}, title = {Wind and freshwater influence over hydrocarbon dispersal on Patos Lagoon, Brazil}, journal = {Marine Pollution Bulletin}, volume = {56}, number = {4}, pages = {650--65}, year = {2008}, url = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000255670900018&KeyUID=WOS:000255670900018}, doi = {10.1016/j.marpolbul.2008.01.011} } . Marine Pollution Bulletin.

Janeiro, João, Fernandes, Elisa, Martins, Flávio, Fernandes, Rodrigo(2008). Wind and freshwater influence over hydrocarbon dispersal on Patos Lagoon, Brazil . Marine Pollution Bulletin. 56. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 650-65.

BOOK

Aníbal, J., Gomes, A., Mendes, I., and Moura, D. (eds) (2019). Ria Formosa: Challenges of a Coastal Lagoon in a Changing Environment, 1st Edn. Faro: University of Algarve .

Martins, F.A., Janeiro, J., Gabriel, S., Venâncio, A., Neves, R.(2009). Integrated monitoring of South Portugal water bodies: A methodology towards WFD . Water Science and Technology. 60. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1979-1988.

Integrated monitoring of South Portugal water bodies: A methodology towards WFD @book { author = {Martins, F.A. and Janeiro, J. and Gabriel, S. and Venâncio, A. and Neves, R.}, title = {Integrated monitoring of South Portugal water bodies: A methodology towards WFD}, volume = {60}, year = {2009}, url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-73349130494&partnerID=MN8TOARS}, doi = {10.2166/wst.2009.509} } .

CONFERENCE PAPER

Janeiro, J., Neves, A., Martins, F., Campuzano, F.(2017). Improving the response to operational pollution in the South Iberian coast: A Super-Ensemble backtracking approach . Proceedings of 2017 4th Experiment at International Conference: Online Experimentation, exp.at 2017. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 65-70.

Improving the response to operational pollution in the South Iberian coast: A Super-Ensemble backtracking approach @inproceedings { author = {Janeiro, J. and Neves, A. and Martins, F. and Campuzano, F.}, title = {Improving the response to operational pollution in the South Iberian coast: A Super-Ensemble backtracking approach}, year = {2017}, pages = {65--70}, doi = {10.1109/EXPAT.2017.7984419} } .

ARGOMARINE : A new oil spill early warning system intergrating modeling, in-situ and remote sensing @inproceedings{RID:1220150617585-5, title = {ARGOMARINE : A new oil spill early warning system intergrating modeling, in-situ and remote sensing}, booktitle = {}, year = {}, author = {Martins, Flávio and Janeiro, João and Babwah, Suruj and Verelst, Nathalie and Cocco, Michele}, address = {Tianjin, China} }.