Emmanuel Roux
- UMR 228 Espace-Dev, Espace pour le développement
- LMI Sentinela [Rio de Janeiro]
Présentation
Emmanuel Roux received his Ph.D. degree in industrial and human automation and computer science in 2002, from the University of Valenciennes, France. His skills concern data science and modelling for the understanding and control of eco-epidemiological systems and the design of cross-border One-Health observatories.
He is researcher at the French national research institute for sustainable development (IRD) since 2007, in the ESPACE-DEV Unit research unit. His research interests are: Spatial modelling of entomological and/or epidemiological data;
Objective characterization of the environment and of the landscape from satellite data;
Data- or knowledge-driven modelling of the environment and health relationships;
Environment related diseases;
Amazon region;
Cross-border contexts and cross-border health.
He develops and leads collaborations with partners from France, French Guiana and Brazil, and more recently with Poland, Portugal and Kenya, concerning the relationships between environment and health.
He participates to, or co-supervises, several partnership and research projects that contribute to the construction of cross-border health observatories, between French Guiana and Brazil and within other cross-border contexts. He is currently the co-director of the International Joint Laboratory "Sentinela" ("Network of transdisciplinary, territorialized and cross-border sentinel sites for public health"), with Christovam Barcellos (Fiocruz/ICICT, Brazil) and Helen Gurgel (UnB/LAGAS, Brazil).
Publications
Publications
Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sourcesWorkshop on Machine Learning for Earth Observation (MACLEAN), In Conjunction with ECML/PKDD 2025, Sep 2025, Porto (Portugal), Portugal. ⟨10.48550/ARXIV.2510.03006⟩ |
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Combining knowledge graphs and generative AI to explain the consequences of climatic events on the health of maasai herdersRencontres des Jeunes Chercheurs en Intelligence Artificielle, Jun 2025, Dijon, France |
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Leveraging Knowledge Graphs for Earth System Dataset DiscoveryInternational Semantic Web Conference, Nov 2024, Baltimore, United States. pp.271-288, ⟨10.1007/978-3-031-77847-6_15⟩ |
Analyzing urban landscapes through satellite data to predict abundance of Aedes mosquito breeding sitesGEOMED 2024, Data Science Institute of Hasselt University, Sep 2024, Hasselt, Belgium. 35 p |
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Spatial and temporal predictions of mosquito potential breeding sites and densities: integration of satellite imagery, in-situ data, and process-based modelingISPRS TC III Mid-term Symposium “Beyond the canopy: technologies and applications of remote sensing”, Nov 2024, Belem, Brazil. pp.539-545, ⟨10.5194/isprs-archives-XLVIII-3-2024-539-2024⟩ |
Remote sensing analysis of the links between urban landscapes and the risk of exposure to Aedes mosquitoes, vectors of arboviruses.GeoOneHealth, Institut de Recherche pour le Développement; Institut Pasteur du Cambodge; Shoklo Malaria Research Unit, Dec 2022, Phnom Penh, Cambodia |
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Étude de faisabilité de la prévision des cas de paludisme dans la zone transfrontalière Guyane-AmapáSéminaire annuel de restitution de l’Observatoire Hommes -Milieux Oyapock, May 2022, Cayenne, France |
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Cross-border Health, one neglected global health challenge - Introductory talk of the sessionInterdisciplinary conference on spatial statistics, spatial epidemiology, and geographical aspects of public health (GEOMED), Veronica J. Berrocal, University of California, Irvine, Oct 2022, Irvine (CA), United States |
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Forecasting cross-border malaria case number: towards an early warning system to support malaria elimination plans7th International conference on Time Series and Forecasting (ITISE 2021), Jul 2021, Gran Canaria, Spain |
Associated factors and spatial distribution of Plasmodium spp. carriage in the trans- border context between French Guiana- BrazilEuropean Congress of Clinical Microbiology and Infectious Diseases (ECCMID), Apr 2019, Amsterdam (Hollande), Netherlands |
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Processo sanitários em espaços de fronteira: o caso das cidades gêmeas de Oiapoque, Brasil, e Saint-Georges, Guiana francesa, no período de 2015 a 2018IX Simpósio Nacional de Geografia da Saúde, Jun 2019, Blumenau, Brazil |
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AlboRun, un outil opérationnel de cartographie prédictive des densités des moustiques Aedes albopictus et du risque de transmission de la dengue à la RéunionRencontres Géomatique de La Réunion (RGR 2019), Feb 2019, Saint-Pierre, La Réunion. 1 p |
heterogeneous distribution of Plasmodium vivax and falciparum carriage on the border area between Brazil and French Guiana67th Annual Meeting of the American-Society-of-Tropical-Medicine-and-Hygiene (ASTHM), Oct 2018, New Orleans, United States |
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Extraction automatique de paysages en imagerie satellitaire et enrichissement sémantiqueEGC: Extraction et Gestion des Connaissances, Jan 2017, Grenoble, France |
Coopération transfrontalière, accès aux soins et prévention des maladies vectorielles à la frontière franco-brésilienne : apports des groupes de discussionColloque international "Frontières territoires de santé et réseaux de soins", Institut des frontières et discontinuités (IFD, Jun 2017, Arras, France |
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Vulnérabilité, accès aux soins et à la prévention des maladies vectorielles et coopération transfrontalière - Cas de la Zone transfrontalière Guyane BrésilSéminaire de restitution de l'OHM-Oyapock (Labex DRIIHM), Dec 2016, Cayenne, Guyane française |
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FUSION OF SAR AND OPTICAL IMAGERY FOR STUDYING THE ECO- EPIDEMIOLOGY OF VECTOR-BORNE DISEASES IN TROPICAL COUNTRIESEarth Living Planet Symposium ESA 2016, May 2016, Prague, Czech Republic |
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Mapping soil typologies using geomorphologic features extracted from dem and SAR data: A environmental factor affecting malaria transmission in the AmazonIGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. ⟨10.1109/IGARSS.2016.7729812⟩ |
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MULTI-SENSOR DATA FUSION FOR IDENTIFYING MALARIA ENVIRONMENTAL FEATURESIGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. ⟨10.1109/IGARSS.2016.7729653⟩ |
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Fusion of SAR and optical imagery for studuing the eco-epidemiology of vector-borne diseases in tropical countries2016 European Space Agency Living Planet Symposium, European Space Agency, May 2016, Prague, Czech Republic |
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Potencial de transmissão de malária no município de Oiapoque - Amapá – Brasil50º Congresso da Sociedade Brasileira de Medicina Tropical, Aug 2014, Rio Branco, Brazil |
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Un "Site Sentinelle" à la frontière franco-brésilienne pour comprendre et suivre les relations entre climat et santéEnvironnement et géomatique : approches comparées France-Brésil (ENVIBRAS), Nov 2014, Rennes, France |
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Apprentissage de connaissances structurelles à partir de cartes et classification multi-classes : Application à la mise a jour de cartes d'occupation du sol11èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, 2013, Lille, France |
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Characterisation of multi-scale of Plasmodium falciparum malaria incidence in children of Camopi, French Guiana, by means of remotely sensed dataSymposium of the Latin American Society for Remote Sensing and Spatial Information Systems (SELPER), Nov 2012, Cayenne, French Guiana. 10 p. multigr |
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Automatic learning of structural knowledge from geographic information for updating land cover mapsSymposium of the Latin American Society for Remote Sensing and Spatial Information Systems (SELPER), Nov 2012, Cayenne, French Guiana. 10 p. multigr |
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High resolution remote sensing and heterogeneous data analysis for local scale characterization of environmental risk: an application to Chagas disease in endemic areasXIV Simpósio Brasileiro de Sensoriamento Remoto, INPE, 2009, Natal, Brazil. pp.7577-7586 |
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Monitoring water level in large trans-boundary ungauged basins with altimetry : the example of ENVISAT over the Amazon basinAsia Pacific Remote Sensing Conference, Nov 2008, Nouméa, France. ⟨10.1117/12.813258⟩ |
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3D Selection of ENVISAT Data for Improved Water Stage Times Series on the Rio Negro and Adjacent Wetlands (Amazon Basin)Second Space for Hydrology Workshop: "Surface Water Storage and Runoff: Modeling, In-Situ data and Remote Sensing", ESA, Nov 2007, Genève, Switzerland |
Multivariate analysis of follow-up physiological data recorded by cardiac implantable devicesComputers in Cardiology, 2006, Valencia, Spain |
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Spontaneous Reporting System Modelling for Data Mining Methods Evaluation in PharmacovigilanceWorkshop Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP), held during the 9th Conference on Artificial Intelligence in Medicine Europe Conference on Artificial Intelligence (AIME), 2003, Protaras, Cyprus |
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Fuzzy Decision Tree for the Objective Explanation of Subjective Functional Evaluation: Application to the Upper LimbWorkshop Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP), held during the European Conference on Artificial Intelligence (ECAI), 2002, Lyon, France |
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Spatialisation des cas de fièvre Q aiguë dans la presqu'île de Cayenne.25ème Journées Nationales d'Infectiologie (JNI), Jun 2024, Deauville, France. 3 (2), pp.S85, 2024, ⟨10.1016/j.mmifmc.2024.04.271⟩ |
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Caractérisation des favelas par imagerie satellitaire pour un meilleur suivi sanitaire des populationsTEMU, Feb 2023, Montpellier, France |
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Malaria risk mapping in cross-border area between French Guiana and Brazil - Supporting malaria elimination plansGEOMED 2022, Oct 2022, Irvine, United States |
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Cross-border epidemiological data integration and harmonization – Application to malaria in the cross-border area between French Guiana and BrazilLatin America and the Caribbean Scientific Data Management Workshop, Apr 2018, Rio de Janeiro, Brazil |
Vigilância comunitária transfronteiriça em Saúde : um guia para região AmazônicaIOC/Fiocruz, 89 p., 2024, 978-65-87717-15-9 |
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Surveillance communautaire transfrontalière de la santé : un guide pour la région amazonienneIOC/Fiocruz, 89 p., 2024 |
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Modèles basés sur les données : cartographier la distribution spatiale des vecteursAnnelise Tran (CIRAD); Éric Daudé (CNRS); Thibault Catry (IRD). Télédétection et modélisation spatiale, Éditions Quae, 2022, 978-2-7592-3629-9. ⟨10.35690/978-2-7592-3629-9⟩ |
Environnement et santé en Amazonie, une approche One HealthSeyler, Frédérique; Ledru, Marie-Pierre; Emperaire, Laure; Falconi, E. Trajectoires de recherches en Amazonie brésilienne : l'IRD et ses partenaires, IRD, pp.162-169, 2022, Focus, 978-2-7099-2962-2 |
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Meio ambiente e saúde na Amazônia, uma abordagem de saúde únicaSeyler, Frédérique (ed.); Ledru, Marie-Pierre (ed.); Emperaire, Laure (ed.); Falconi, E. (collab.). Trajetórias de pesquisa na Amazônia brasileira : o IRD e seus parceiros, IRD, pp.162-169, 2022, Focus, 978-2-7099-2968-4 |
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Environnement et santé en Amazonie, une approche One HealthSeyler, Frédérique (ed.); Ledru, Marie-Pierre (ed.); Emperaire, Laure (ed.); Falconi, E. (collab.). Trajectoires de recherches en Amazonie brésilienne : l'IRD et ses partenaires, IRD, pp.162-169, 2022, Focus, 978-2-7099-2962-2 |
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A Emergência de saúde e o acesso a plataformas de dados para gestores e sociedade civilEditora Fiocruz. Covid-19 no Brasil: cenários epidemiológicos e vigilância em saúde - Série Informação para ação na Covid-19, Scielo Books, pp.197-214, 2021, 978-65-5708-049-8. ⟨10.7476/9786557081211.0013⟩ |
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Frontières, territoires de santé et réseaux de soins. Accès aux soins, prévention des maladies vectorielles et coopération transfrontalière en santé : une analyse qualitative à la frontière franco-brésiliennePresses universitaires de Bordeaux. Maillages, interfaces, réseaux transfrontaliers, de nouveaux enjeux territoriaux de la santé, 2021, 979-10-300-0807-4. ⟨10.46608/santencontextes1.9791030008067.9⟩ |
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A Semantic-Based Approach for Landscape IdentificationBruno Pinaud; Fabrice Guillet; Fabien Gandon; Christine Largeron. Advances in Knowledge Discovery and Management, 834, Springer, pp.119-136, 2019, Studies in Computational Intelligence, 978-3-030-18129-1. ⟨10.1007/978-3-030-18129-1_6⟩ |
Villes frontalières entre le Brésil et la Guyane française : un contexte de vulnérabilité sanitaireVille, Habitat, Habiter - Ciudad, Vivir, Habitar, 2018, 978-84-338-6204-4 |
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Environnement-santé : modélisation multi-échelle de systèmes épidémiologiquesSystèmes complexes : de la biologie aux territoires, 2018 |
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Inventaire, cartographie et analyse spatiale des données de paludisme dans la région transfrontalière de l’Oyapock (Guyane française et Amapá, Brésil)Rapport d’étude, OHM Oyapock, IRD, EPAT, UAG. NULL, 28 p., 2014, NULL |
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Environnement géographique : apports de la télédétection, de la cartographie et des SIGDe la recherche en Guyane : la science par l'exemple, pp.73-78, 2011 |
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New perspectives in monitoring water resources in large tropical transboundary basins based on remote sensing and radar altimetry.Blöschl, G. Van de Giesen, N. Muralidharan, D. Ren, L. Seyler, F. Sharma, U. Vrba, J. Improving Integrated Surface and Groundwater Resources Management in a Vulnerable and Changing Word, IAHS Publication, pp. 282-288, 2009, 978-1-907161-01-8 |
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Spontaneous Reporting System Modelling for the Evaluation of Automatic Signal Generation Methods in PharmacovigilanceAdvances in Statistical Methods for the Health Sciences, 2007, 978-0-8176-4542-7. ⟨10.1007/978-0-8176-4542-7_5⟩ |