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<!DOCTYPE html>
<html lang="fr">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta name="author" content="Ana-Maria Olteanu-Raimond">
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<title>IntForOut</title>
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<a class="navbar-brand languageFr" href="#" style="margin-left: 5px;margin-right: 5px;">Projet IntForOut</a>
<a class="navbar-brand languageEn" href="#" style="margin-left: 5px;">Project IntForOut</a>
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<ul class="nav navbar-nav">
<li><a class="languageFr" href="#accueil">Accueil</a></li>
<li><a class="languageFr" href="#news">Actualités & Evénements</a></li>
<li><a class="languageFr" href="#presentation">Objectifs</a></li>
<li><a class="languageFr" href="#consortium">Consortium</a></li>
<li><a class="languageFr" href="#galerie">Galerie</a></li>
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<li><a class="languageEn" href="#consortium">Consortium</a></li>
<li><a class="languageEn" href="#galerie">Gallery</a></li>
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<div class="container">
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<!--<h1>Projet IntForOut</h1>
<h2 class="section-heading animated languageFr" ><strong>Intégration de données spatiales multisources pour la surveillance des écosystèmes sous la pression des activités de loisir extérieurs </h2></strong>
<h2 class="section-heading animated languageEn" ><strong>Multisource spatial data INTegration FOR the Monitoring of Ecosystems under the pressure of OUTdoor recreation </h2></strong>
-->
<div class="row mar-bot50">
<div class="col-md-offset-1 col-md-11">
<div class="section-header">
<h2 class="section-heading animated languageFr" data-animation="bounceInUp">Intégration de données spatiales multisources pour la surveillance des écosystèmes sous la pression des activités de loisir extérieurs</h2>
<h2 class="section-heading animated languageEn" data-animation="bounceInUp">Multisource spatial data INTegration FOR the Monitoring of Ecosystems under the pressure of OUTdoor recreation</h2>
</div>
</div>
</div>
<div class="col-xs-3" id="logo-main"><img class="center-block" src="img/logos/intforout.PNG" alt="logo"></div>
<p class="languageFr" style = "text-align : justify" ><strong> Le projet IntForOut est un projet de recherche collaboratif de recherche visant à proposer des méthodes et des outils pour apporter une solution à la question du dérangement
de la faune provoquée par les activités récréatives en montagne. Le projet est coordonné par l'équipe MEIG du laboratoire <strong><abbr title="Laboratoire des Sciences et Technologies de l'Information Géographique">LASTIG</abbr></strong> en partenariat
avec le <strong><abbr title="Laboratoire d'Informatique Fondamentale et Appliquée de Tours">LIFAT</abbr></strong>, <strong><abbr title="Laboratoire d'Ecologie Alpine de l’Université Grenoble Alpes (UGA) et
de l’Université Savoie Mont-Blanc (USMB)">LECA</abbr></strong> et
que le <strong><abbr title="Blanc Centre de Recherche sur les Écosystèmes d'Altitude">CREA Mont-Blanc</abbr></strong>. Le projet est financé par l'<strong><abbr title="Agence Nationale de la Recherche">ANR</abbr></strong> pour une durée de 42 mois (2024-2027).</strong>
</p>
<p class="languageFr"><a class="btn btn-primary btn-lg" href="#presentation">En savoir plus</a></p>
<p class="languageEn"><a class="btn btn-primary btn-lg" href="#presentation">More</a></p>
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<div class="row mar-bot40">
<div class="col-lg-12 text-center">
<h2 class="section-heading languageFr">Actualités & Evénements</h2>
<h2 class="section-heading languageEn">News & Events</h2>
</div>
</div>
<div class="row">
<div class="col-lg-12">
<ul class="timeline">
<li><div class="tldate">2026</div></li>
<li> <div class="tl-circ"></div>
<div class="timeline-panel">
<div class="tl-heading">
<h4 class="panel-title languageFr"> Cham Débloc organisé par Patagonia</h4>
<h4 class="panel-title languageEn">Cham Débloc organised by Patagonia </h4>
<p><small class="text-muted languageFr "><i class="glyphicon glyphicon-time "></i> 14 juillet 2026 </small></p>
<p><small class="text-muted languageEn"><i class="glyphicon glyphicon-time "></i> July 14 2026 </small></p>
</div>
<div class="tl-body">
<p class="languageFr">
Animation par CREA Mont-Blanc à l'événement
<a href="https://www.linkedin.com/feed/update/urn:li:activity:7485965480256581633/" target="_blank">
Voir la publication LinkedIn
</a>.
</p>
<p class="languageEn">
CREA participated in the event.
<a href="https://www.linkedin.com/feed/update/urn:li:activity:7485965480256581633/" target="_blank">
View the LinkedIn post
</a>.
</p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="tl-circ"></div>
<div class="timeline-panel">
<div class="tl-heading">
<h4 class="languageFr"> Réunion plénière</h4>
<h4 class="languageEn"> Consortium meeting January 12-13 2026</h4>
<p><small class="text-muted languageFr"><i class="glyphicon glyphicon-time"></i> 12-13 janvier 2026 </small></p>
<p><small class="text-muted languageEn"><i class="glyphicon glyphicon-time"></i> January 12-13 2026</small></p>
</div>
<div class="tl-body">
<p class="languageFr">Réunion plénière consortium IntForOut et Acteurs du territoires à Chamonix </p>
<p class="languageEn">IntForOut Consortium and Territorial Stakeholders Plenary Meeting in Chamonix</p>
</div>
</div>
</li>
<li><div class="tldate">2025</div></li>
<li> <div class="tl-circ"></div>
<div class="timeline-panel">
<div class="tl-heading">
<h4 class="panel-title languageFr"> Réunion plénière </h4>
<h4 class="panel-title languageEn">Consortium meeting January 8-10 2024 </h4>
<p><small class="text-muted languageFr "><i class="glyphicon glyphicon-time "></i> 8-10 janvier 2025 </small></p>
<p><small class="text-muted languageEn"><i class="glyphicon glyphicon-time "></i> January 8-10 2025 </small></p>
</div>
<div class="tl-body">
<p class="languageFr">Réunion plénière avec tous les partenaires dans les Bauges</p>
<p class="languageEn">Meeting with all partners in Bauges</p>
</div>
</div>
</li>
<li><div class="tldate">2024</div></li>
<li class="timeline-inverted">
<div class="tl-circ"></div>
<div class="timeline-panel">
<div class="tl-heading">
<h4 class="languageFr"> Recrutement ingénieur en cours</h4>
<h4 class="languageEn"> Engineer Position</h4>
<p><small class="text-muted languageFr"><i class="glyphicon glyphicon-time"></i> Pour Septembre 2024 - offre pourvue</small></p>
<p><small class="text-muted languageEn"><i class="glyphicon glyphicon-time"></i> For September 2024 - position filled in</small></p>
</div>
<div class="tl-body">
<p>LASTIG</p>
</div>
</div>
</li>
<li> <div class="tl-circ"></div>
<div class="timeline-panel">
<div class="tl-heading">
<h4 class="panel-title languageFr"> Réunion de lancement</h4>
<h4 class="panel-title languageEn"> Kick off meeting</h4>
<p><small class="text-muted languageFr "><i class="glyphicon glyphicon-time "></i> 25 janvier 2024 </small></p>
<p><small class="text-muted languageEn"><i class="glyphicon glyphicon-time "></i> January 25 2024 </small></p>
</div>
<div class="tl-body">
<p class="languageFr">Réunion plénière avec tous les partenaires</p>
<p class="languageEn">Meeting with all partners</p>
</div>
</div>
</li>
</ul>
</div>
</div>
</div>
</section>
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<div class="row mar-bot50">
<div class="col-md-offset-3 col-md-6">
<div class="section-header">
<h2 class="section-heading animated languageFr" data-animation="bounceInUp">Présentation du projet</h2>
<h2 class="section-heading animated languageEn" data-animation="bounceInUp">Project description</h2>
</div>
</div>
</div>
<div class="row mar-bot50 languageFr">
<p> Dans le cadre de la mise en place de solutions durables pour les objectifs "Vie sur terre" (#15), "Action climatique" (#13), et "Tourisme durable" (cible 8.9) et notamment pour mesurer
les pressions humaines exercées sur les écosystèmes, le but du projet IntForOut est de développer de nouvelles méthodes et outils pour construire des référentiels de données spatio-temporelles
intégrant des données hétérogènes provenant de multiples sources de données spatiales : autorités nationales, régionales et locales, communautés de chercheurs et de citoyens (via la science
participative ou l'information géographique volontaire). IntForOut se concentrera sur la question du dérangement de la faune provoquée par les activités récréatives en montagne. </p>
<p> Dans ce contexte géographique en pleine mutation, l'intégration multisource permettra de partager les connaissances, entre chercheurs de plusieurs disciplines, avec les gestionnaires
du territoires et avec les usagers, ce qui, à son tour, améliorera la surveillance des écosystèmes sur de grandes échelles spatiales et temporelles. Le projet proposera une approche basée
sur des méthodes d'ingénierie des connaissances (graphe de connaissances) pour obtenir, représenter et fournir l'expertise nécessaire au cours du processus d'intégration et pour les parties
prenantes qui gèrent les écosystèmes. Le processus d'intégration sera basé sur la mise en correspondance de données multi-échelles, l'évaluation de la qualité, l'enrichissement sémantique,
ainsi que la description des métadonnées. Un graphe de connaissances ouvert et des référentiels pour la surveillance des écosystèmes seront disponibles dans une plateforme ETL
ouverte et modulable. L'intégration des données sera testée concrètement dans deux cas pilotes en montagne (les Bauges et Chamonix Mont-Blanc), avec pour objectif de rendre ces enjeux
Humains-faune visibles et de proposer des leviers de mitigation aux gestionaires du tourisme, tel que la sensibilisation des usagers via la science participative ou le calcul de routes
résilientes à destination.</p>
</div>
<div class="row mar-bot50 languageEn">
<p>In the context of the implementation of sustainable solutions for the objectives "Life on Earth" (#15), "Climate Action" (#13), and "Sustainable Tourism" (target 8.9) and in particular
to measure human pressures on ecosystems, the aim of the IntForOut project is to develop new methods and tools to build spatio-temporal databases integrating heterogeneous data coming
from multiple sources of spatial data: national, regional and local authorities, communities of researchers and citizens (via participatory science or volunteered geographic information). </p>
<p>
IntForOut will focus on the issue of wildlife disturbance caused by recreational activities in mountains. In this rapidly changing geographical context,
multi-source integration will allow knowledge to be shared between researchers from different disciplines, with land managers and with users, which in turn will improve the monitoring of
ecosystems on large spatial and temporal scales. The project will propose an approach based on knowledge engineering methods (knowledge graph) to obtain, represent and provide the necessary
expertise during the integration process and for the stakeholders managing the ecosystems. The integration process will be based on multi-scale data matching, quality assessment,
semantic enrichment, and metadata description. An open knowledge graph and databases for ecosystem monitoring will be available in an ETL open platform. The integration of data will be tested
in two pilot cases in the mountains (Bauges and Chamonix Mont-Blanc), with the aim of making these human-wildlife issues visible and proposing mitigation levers to tourism managers,
such as raising user awareness via participatory science or calculating resilient routes to destinations. </p>
</div>
</div>
</section>
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<div class="section-header">
<h2 class="section-heading animated languageFr" data-animation="bounceInUp">Consortium</h2>
<h2 class="section-heading animated languageEn" data-animation="bounceInUp">Consortium</h2>
</div>
</div>
</div>
<div class="row">
<div class="col-md-4">
<div class="panel panel-success">
<div class="panel-heading">
<h3 class="panel-title">LASTIG, MEIG</h3>
</div>
<div class="panel-body">
<p class="languageFr">L'équipe <a href="https://www.umr-lastig.fr/meig/">MEIG (Médiation et Enrichissement de l'IG)</a> du laboratoire LASTIG effectue des recherches sur la médiation et l'enrichissement de l'information géographique.</p>
<p class="languageFr">Les participants au projet sont :</p>
<p class="languageEn"><a href="https://www.umr-lastig.fr/meig/">MEIG</a> team from LASTIG, is in charge of research related to the mediation and enrichement of geographic information.</p>
<p class="languageEn">Project members:</p>
<ul>
<class="languageFr"><a href="https://www.umr-lastig.fr/Ana-Maria-Raimond-homepage/" class="list-group-item languageFr">Ana-Maria Olteanu-Raimond, coord. du projet et du Lot 2</a>
<class="languageEn"><a href="https://www.umr-lastig.fr/Ana-Maria-Raimond-homepage/" class="list-group-item languageEn">Ana-Maria Olteanu-Raimond, project leader and WP 2</a>
<a href="https://www.umr-lastig.fr/benedicte-bucher/" class="list-group-item">Bénédicte Bucher, coord. du Lot 4</a>
<a href="https://www.umr-lastig.fr/mdvandamme/" class="list-group-item">Marie-Dominique Van Damme</a>
<a href="https://www.umr-lastig.fr/cecile-duchene/" class="list-group-item">Cécile Duchêne</a>
<a href="https://www.umr-lastig.fr/laurence-jolivet/" class="list-group-item">Laurence Jolivet</a>
<a href="https://www.umr-lastig.fr/aleguilcher_homepage/" class="list-group-item">Arnaud le Guilcher</a>
<a href="" class="list-group-item">John Dawson, doctorant</a>
<a href="" class="list-group-item">Yann Méneroux</a>
<a href="" class="list-group-item">Vanessa Pech, ingénieure de recherche</a>
</ul>
</div>
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<h3 class="panel-title">LIFAT</h3>
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<p class="languageFr"> Le laboratoire <a href="https://lifat.univ-tours.fr/lifat-version-francaise"> LIFAT (Laboratoire d’Informatique Fondamentale et Appliquée de Tours)</a> effectue des recherche qui
consistent à concevoir et développer des modèles, et à créer des algorithmes pour la fouille de données, la visualisation de données, l’apprentissage automatique, le traitement des langues
naturelles et des images ou l’optimisation combinatoire. Le laboratoire est donc spécialisé en Sciences des Données, avec des spécialités reconnues dans les domaines de
l’Intelligence Artificielle et de l’Optimisation.</p>
<p class="languageEn"><a href="https://lifat.univ-tours.fr/"> LIFAT </a>'scientific research goals are to design and to develop models, methods and algorithms and
to provide resources and software to extract information, draw knowledge from data, by mainstreaming of human-computer interaction, and to solve combinatorial
optimization problems with the desire to achieve good results in good computation time.</p>
<p class="languageFr">Les participants au projet sont :</p>
<p class="languageEn">Project members:</p>
<ul>
<a href="" class="list-group-item">Thomas Devogele, coord. du Lot 1</a>
<a href="" class="list-group-item">Veronika Peralta</a>
<a href="" class="list-group-item">Cyril de Runz</a>
<a href="" class="list-group-item">Barthelemy Serres</a>
<a href="" class="list-group-item">Abdassalam Naciri Filali, apprenti </a>
</ul>
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<div class="panel-heading">
<h3 class="panel-title">LECA</h3>
</div>
<div class="panel-body">
<p class="languageFr"><a href="https://leca.osug.fr/"> Les recherches du LECA</a> visent à comprendre les mécanismes à l’origine de la biodiversité,à comprendre sa dynamique et décrypter
son rôle dans le fonctionnement des socio-écosystèmes, à prédire sa réponse aux pressions anthropiques (changements climatique et d’usage des terres, pollution,
invasions biologiques,…), avec un focus particulier sur les milieux alpins. </p>
<p class="languageFr">Les participants au projet sont :</p>
<p class="languageEn"><a href="https://leca.osug.fr/?lang=en">LECA</a>’s research aims to understand the mechanisms driving the origin of biodiversity,
the spatio-temporal dynamics of biodiversity and the associated functions, and predicting their response to a variety of drivers (climate change, pollution, land use change, invasive species, … ),
with a special focus on alpine ecosystems. </p>
<p class="languageEn">Project members:</p>
<ul>
<a href="" class="list-group-item"> Anne Loison, co-coord. du Lot 3 </a>
<a href="" class="list-group-item"> Mathieu Garel, OFB</a>
<a href="" class="list-group-item"> Clemence Perrin-Malterre</a>
</ul>
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<h3 class="panel-title">CREA</h3>
</div>
<div class="panel-body">
<p class="languageFr">Le <a href="https://creamontblanc.org/fr/"> CREA Mont-Blanc</a> est expert en écologie alpine et science des données, et a mis la science participative au cœur
de sa démarche en associant chercheurs, décideurs et grand public à son observatoire de la biodiversité de montagne et du changement climatique. </p>
<p class="languageFr">Les participants au projet sont :</p>
<p class="languageEn"><a href="https://creamontblanc.org/en/">CREA Mont-Blanc</a>'s mission for over 20 years, is to combine high quality ecological research with communication and
education initiatives. CREA Mont-Blanc is a pioneer and leader of citizen science in France and maintains a strong commitment to participatory science, aiming not only to encourage
the understanding of ecology, but also to directly involve the public in innovative scientific research. </p>
<p class="languageEn">Project members:</p>
<ul>
<a href="" class="list-group-item"> Agathe Chassagneux , co-coord. du Lot 3 </a>
<a href="" class="list-group-item"> Marjorie BISON, ingénieure de recherche </a>
<a href="" class="list-group-item"> Chiara Quadranti </a>
<a href="" class="list-group-item"> Anne Delestratde, co-coord. du Lot 3 jusqu'à juin 2025 </a>
<a href="" class="list-group-item"> Célia Bonnet-Ligeon, jusqu'à 2024</a>
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<img src='img/MIAAMultiSensorsTrajectory.png' />
<span style='display:block;padding-left:2px;padding-right:2px;border:none;'>Aggregated trajectories computed using the MIAA algorithm with DTW for distance comparison, from various multi-sensors trajectory samples.</span>
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<span style='display:block;padding-left:2px;padding-right:2px;border:none;'>Heatmap of the number of Encounter areas from unique human trajectory and individual chamois pairs.</span>
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<h3 class="panel-title languageFr">Journée de la recherche 2026.</h3>
<h3 class="panel-title languageEn">Journée de la recherche 2026.</h3>
</div>
<div class="panel-body">
<ul>
<li class="bib" id="sageo2019">Marie-Dominique Van Damme, Yann Méneroux, Ana-Maria Raimond, <a class="bib" href="doc/JR_2026_VAN_DAMME_VF.pdf">Analyse métrologique d’un algorithme modulaire et itératif d’agrégation de trajectoires GNSS: Application à la construction d’un réseau de mobilité</a>.
</li>
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<h3 class="panel-title languageFr">Conférence AGILE 2026.</h3>
<h3 class="panel-title languageEn">Agile Conference 2026.</h3>
</div>
<div class="panel-body">
<ul>
<li class="bib" id="sageo2019">John Dawson, Veronika Peralta, Ana-Maria Olteanu-Raimond, Thomas Devogele, Mathieu Garel <a class="bib" href="doc/Agile_2026_DawsonJ.pdf">A Method for Spatializing Disturbance by Detecting
Human-Wildlife Encounters from GNSS Trajectories</a>.
</li>
</ul>
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12-13 janvier 2026 :
<strong>
Activités récréatives en montagne : quelle vision des acteurs et actrices du territoire ?
<a href="https://blog.creamontblanc.org/?p=6357">Article blog</a>
</strong>, Chamonix.
</p>
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Animation proposée par CREA Mont-Blanc lors de l'événement CHAM - Débloc, 14 juillet 2026
</h4>
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<h3 class="panel-title languageFr">Articles de conférence</h3>
<h3 class="panel-title languageEn">Conference papers</h3>
</div>
<div class="panel-body">
<ul class="list-space">
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<li>Marie-Dominique Van Damme, Yann Méneroux, and Ana-Maria Olteanu-Raimond. 2024. A metrological analysis of a modular and iterative aggregation algorithm of GNSS trajectories. In Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL '24). Association for Computing Machinery, New York, NY, USA, 633–636. <a href='https://doi.org/10.1145/3678717.3691325'>10.1145/3678717.3691325</a></li>
<li>John Dawson, Veronika Peralta, Thomas Devogele, Ana-Maria Olteanu-Raimond. 2025. Investigating Human-Wildlife Spatio-Temporal Interactions to Support Sustainable Outdoor Recreation. Abstract in International Land Use Symposium - ILUS, Nov 2025, Dresden, Germany.
<li>John Dawson, Veronika Peralta, Ana-Maria Olteanu-Raimond, Thomas Devogele, and Mathieu Garel. 2026. A Method for Spatializing Disturbance by Detecting Human-Wildlife Encounters from GNSS Trajectories. In Proceedings of the Association of Geographic Information Laboratories in Europe (AGILE), June 16-19, Tartu, Estonia. <a href='https://doi.org/10.5194/agile-giss-7-2-2026'>https://doi.org/10.5194/agile-giss-7-2-2026</a> </li>
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<li >Marie-Dominique Van Damme, Cécile Duchêne, Ana-Maria Raimond <a class="bib" > As-tu coupé la portion en ≪série de lacets≫ ? Annotation dynamique des itinéraires: une approche axée sur l’enrichissement sémantique</a>. <em> Journée de la Recherche 2026</em>, Cité Descartes, Marne-la-Vallée, le 10 mars 2026.
<a href="doc/2026_JR_POSTER_VAN_DAMME_VF1.pdf" class="imgLink"><img src="img/icons/pdf_icon.gif" height="16" alt="Télécharger le document" title="Full Access"></a></li>
<li>Bénédicte Bucher, Vanessa Pech, Marie-Dominique Van Damme. 2026. Engineering a Knowledge Graph to Improve Data-Driven Study of Human Recreational Activities Impacts in the French Alps. In Proceedings of the <em>Association of Geographic Information Laboratories in Europe (AGILE) </em>, June 16-19, Tartu, Estonia. <a href="https://zenodo.org/records/20180758"> https://doi.org/10.5281/zenodo.20180758</a> <a href="doc/2026_AGILE_POSTER_BUCHER_PECH_VAN_DAMME.pdf" class="imgLink"><img src="img/icons/pdf_icon.gif" height="16" alt="Download the poster" title="Full Access"></a></li></li>
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<h3 class="panel-title languageEn">Dissemination</h3>
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<ul>
<li>Marie-Dominique van Damme, Yann Méneroux, Ana-Maria Olteanu-Raimond. An extensive analysis and calibration of the Modular Aggregation Algorithm across three categories of for GNSS trajectories data sources. <a href='https://arxiv.org/abs/2512.17919'>arXiv:2512.17919</a></li>
</ul>
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<h3 class="panel-title languageFr">Graphe de connaissances</h3>
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<li class="bib" id="outp">OutdoorPressure Knowledge Graph <a href="https://intforout.github.io/outdoorPressure/index.html" class="imgLink"><img src="img/icons/kg.png" height="24" alt="outp" title="outp"></a>. This ontology describes data and concepts relevant to study the pressure of human outdoor leisure in moutain on ecosystems.
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<ul>
<li class="bib" id="outp">Multi-sensors and Ground Truth Tracks <a href="https://entrepot.recherche.data.gouv.fr/dataset.xhtml?persistentId=doi:10.57745/MOUSLS" class="imgLink"><img src="img/icons/entrepot.png" height="20" alt="outp" title="outp"></a>. Raimond, Ana-Maria; Meneroux, Yann; Calloch, Paul; Labbé, Brice; Peseux, Lorine; Tertre, Franck; Clédat, Emmanuel, 2025, "Multi-sensors and Ground Truth Tracks", https://doi.org/10.57745/MOUSLS, Recherche Data Gouv, V1
</li>
<li class="bib" id="outp">Réseaux de mobilité pédestre construits à partir de trajectoires GNSS de randonnée en montagne <a href="https://entrepot.recherche.data.gouv.fr/dataset.xhtml?persistentId=doi:10.57745/TW8CE0" class="imgLink"><img src="img/icons/entrepot.png" height="20" alt="outp" title="outp"></a>. Van Damme, MD. Réseaux de mobilité pédestre construits à partir de trajectoires GNSS de randonnée en montagne, https://doi.org/10.57745/TW8CE0, Recherche Data Gouv, V1
</li>
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<h3 class="panel-title languageFr">Logiciels</h3>
<h3 class="panel-title languageEn">Softwares</h3>
</div>
<div class="panel-body">
<ul class="list-space">
<li>Yann Méneroux, Marie-Dominique van Damme. Tracklib: a python library with a variety of tools, operators and functions to manipulate GPS trajectories. 2022. <a href='https://github.com/umrlastig/tracklib'><img src="img/icons/github.png" height="20" alt="GitHub" title="GitHub"></a>, <a href='https://tracklib.readthedocs.io/en/latest/'><img src="img/icons/readdoc.png" height="20" alt="Documentation"/></a>, <a href='https://doi.org/10.5281/zenodo.20800161'><img src="img/icons/doi.svg" height="20" alt="doi"/></a>. Below are some tutorials showcasing algorithms that were specifically designed, developped or used as part of the IntForOut project:
<ul style='padding-top:8px'>
<li><a href='https://tracklib.readthedocs.io/en/latest/howto/MAP_MapMatchingOnNetwork.html'>Map-matching a trajectory to a network</a></li>
<li><a href='https://tracklib.readthedocs.io/en/latest/howto/COMP_Fusion.html'>Aggregating trajectories</a></li>
</ul>
</li>
<li>Sham-Wah: A Web Application currently being developed to visualize and explore OutdoorPressure Knowledge Graph. 2026. <a href='https://github.com/intforout/sham-wah' class="imgLink"><img src="img/icons/github.png" height="20" alt="GitHub" title="GitHub"></a></li>
<li>HumanWildlifeEncounterDetection: A Method for Spatializing Disturbance by Detecting Human-Wildlife Encounters from GNSS Trajectories. 2025. <a href='https://github.com/IntForOut/Human_Wildlife_Encounter_Detection' class="imgLink"><img src="img/icons/github.png" height="20" alt="GitHub" title="GitHub"></a></li>
<li>Footprint2graph: An Open-Source Python Pipeline for Generating Mobility Networks from GNSS Trajectories. 2026. <a href='https://github.com/umrlastig/footprint2graph' class="imgLink"><img src="img/icons/github.png" height="20" alt="GitHub" title="GitHub"></a>, <a href='https://footprint2graph.readthedocs.io/en/latest/'><img src="img/icons/readdoc.png" height="20" alt="Documentation"/></a> <a href='https://doi.org/10.5281/zenodo.21197514'><img src="img/icons/doi.svg" height="20" alt="doi"/></a></li>
</ul>
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