Carole Delenne
- Institut universitaire des systèmes thermiques industriels (IUSTI)
Présentation
PhD AgroParisTech (ENGREF) / INRAE (Cemagref), UMR TETIS "Extraction et caractérisation des vignes à partir de données de télédétection à très haute résolution spatiale." (in French) Habilitation à diriger des recherches, 2014 – “Propagation de la sensibilité dans les modèles hydrodynamiques. Analyse d’incertitude et estimation des paramètres.” / “Sensitivity propagation in hydrodynamic models. Uncertainty analysis and parameter estimation” (in French) Flavien Baudu: 2025-2027 – Assimilation de cartes d’étendues inondées satellitaires dans des modèles hydrauliques à surface libre pour améliorer la prévision des inondations. Co-supervised with R. Hostache (IRD). Mitra Aelami: 2025-2027 – Modélisation des risques d’inondation urbaine par réseaux de neuronnes et impact des événements pluviométriques spatio-temporels extrêmes. Co-supervised with G. Toulemonde, R. Hostache (IRD). Fadil Boodoo: 2022-2025 – Hydrodynamic modelling and artificial intelligence for rapid flood inundation forecasting (abstract). Co-supervised with R. Hostache (IRD). Omar Et-Targuy: 2022-2025 – Practical fusion and heterogeneous packaging from uncertain information (abstract). Co-supervised with Salem Benferhat (Univ Artois) and Ahlame Begdouri (LSIA/USMBA). Vita Ayoub: thesis defended on 2 december 2022 – Assimilation of satellite derived flood information for better parameterizing and controlling large scale hydraulic models over data scarse areas (more here). Co-supervised with R. Hostache (IRD, previously at LIST). Yassine Belghaddar: thesis defended on 13 december 2022 – Data fusion for urban network mapping. Application to sanitation networks (more here). Co-supervised with Ahlame Begdouri (LSIA/USMBA), Nanée Chahinian (HSM/IRD) and Abderrahmane Seriai (Berger-Levrault) Léo Pujol (2023-2024): IRD – Monitoring, prevention and prediction of urban flooding in a southern context: urban development in the city of Abidjan. Co-supervised with J.L. Perrin and L. Seguis (HSM). I have co-supervised 19 Master 2 internships, 10 Master 1 internships and around thirty end-of-study projects at Polytech (department of Water Sciences and Technologies). Currently at Polytech Marseille, Génie Civil (GC) / Mécanique Energétique (ME)
Previously at Polytech Montpellier, Sciences et Technologie de l’Eau (STE) / Eau et Génie Civil (EGC). Below is a list of the courses I teach or have taught:Research
Main Topics
PhD
HDR
Supervisions
PhD
PostDoc
Master
Teaching
Engineering Mathematics
Hydraulics:
Informatics
Publications
Publications
A Local Fourier Transform approach for vine plot extraction from aerial imagesObject-Based Image Analysis Spatial Concepts for Knowledge-Driven Remote Sensing Applications Series: Lecture Notes in Geoinformation and Cartography, Springer, pp.14, 2008, 978-3-540-77057-2 |
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Bacchus" Methodological approach for vineyard inventory and management. Chap.4: Textural and structural analysis"Bacchus" Methodological approach for vineyard inventory and management", European Commission, DG Research, RTD Action: Energy, Environment and Sustainable Development, European Commission, DG Research, p. 67 - p. 87, 2006, 84-611-0107-3 |
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Propagation de la sensibilité dans les modèles hydrodynamiques.Mécanique des fluides [physics.class-ph]. Montpellier II, 2014 |
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Extraction et caractérisation des vignes à partir de données de télédétection à très haute résolution spatiale. Application en Languedoc-Roussillon pour la constitution de bases de données géographiquesSciences de l'environnement. Doctorat Sciences de l'Environnement, mention télédétection, ENGREF, 2006. Français. ⟨NNT : ⟩ |
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EXTRACTION ET CARACTERISATION DES VIGNES A PARTIR DE DONNEES DE TELEDETECTION A TRES HAUTE RESOLUTION SPATIALE. APPLICATION EN LANGUEDOC-ROUSSILLON POUR LA CONSTITUTION DE BASES DE DONNEES GEOGRAPHIQUES.Interface homme-machine [cs.HC]. ENGREF (AgroParisTech), 2006. Français. ⟨NNT : ⟩ |
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LAVA: Leveraging Self-attention to Learn Video Features for Wastewater Pipe Anomaly DetectionThird International Conference, ISDS 2025, Intelligent Systems and Data Science, Oct 2025, Can Tho City, Vietnam. pp.3-18, ⟨10.1007/978-981-95-3358-9_1⟩ |
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Modélisation des hauteurs d’eau dans les plaines d’inondation avec les GNNCongrès Eau & Intelligence Artificielle 2026, Mar 2026, Grenoble, France |
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U-NetMN and SegNetMN: Modified U-Net and SegNet Models for Bimodal SAR Image Segmentation2025 International Conference on Circuit, Systems and Communication (ICCSC), Jun 2025, Fez, Morocco. pp.1-6, ⟨10.1109/ICCSC66714.2025.11135135⟩ |
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Building a Wastewater Network Graph from Inspection VideosISDS 2024 - 2nd International Conference on Intelligent Systems and Data Science, Nov 2024, Nha Trang city, Vietnam. pp.188-202, ⟨10.1007/978-981-97-9613-7_14⟩ |
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Impact of training dataset size and its hydrometeorological typology on LSTM performance for rainfall-runoff modeling: a case study of the Severn riverSimHydro conference 2023, Société Hydrotechnique de France (SHF); the Association Française de Mécanique (AFM); the Environmental & Water Resources Institute (EWRI); the International Association for Hydro-Environment Engineering and Research (IAHR), Nov 2023, Chatou, France. pp.107-128, ⟨10.1007/978-981-97-4076-5⟩ |
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A Graph-Based Representation of Wastewater MapsIEEE BigData 2024 - 2024 IEEE International Conference on Big Data, Dec 2024, Washington DC, United States |
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Combining SAR imagery and topography for the automatic retrieval of floodwater depth mapsIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, IEEETGRS, Jul 2024, Athènes, Greece |
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Revising possibilistic knowledge bases using FH-conditioning: -Extended abstractJournées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Jun 2023, Nantes (France), France |
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Everything You Always Wanted to Know About Urban Water Networks But Were Afraid to Ask -Extended AbstractENIGMA 2023 - 1st Workshop on AI-driven heterogeneous data management: Completing, merging, handling inconsistencies and query-answering, co-located with 20th International Conference on Principles of Knowledge Representation and Reasoning (KR 2023), Sep 2023, Rhodes, Greece. pp.1-2 |
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Revising Weighted Knowledge Bases Using FH-ConditioningENIGMA 2023 - 1st Workshop on AI-driven heterogeneous data management: Completing, merging, handling inconsistencies and query-answeringis, Sep 2023, Rhodes, Greece |
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Assimilation of probabilistic flood maps into large scale hydraulic models to retrieve missing river geometry data using a tempered particle filterIGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States |
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Parametrization of a wastewater hydraulic model under incomplete data constraint14th International Conference on Hydroinformatics, Jul 2022, Bucarest, Romania. pp.012053, ⟨10.1088/1755-1315/1136/1/012053⟩ |
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A Graph-Based Approach for Representing Wastewater Networks from GIS Data: Ensuring Connectivity and ConsistencyISDS 2023 - 1rst International Conference on Intelligent Systems and Data Science, Nov 2023, Can Tho (Vietnam), Vietnam. pp.243-257, ⟨10.1007/978-981-99-7649-2_19⟩ |
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Imperfect data and hydraulic modelling of urban drainage networksECSQARU 2023 - 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty. Special session on AI and heterogeneous data, Sep 2023, Arras, France |
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Syntactic computation of Fagin-Halpern conditioning in possibility theoryLPAR 2023 - 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Jun 2023, Manizales, Colombia. pp.164-146, ⟨10.29007/9pjn⟩ |
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Impact of training dataset size and its hydrometeorological typology on LSTM performance for Rainfall-Runoff modeling : A case study of the Severn River (UK)SimHydro 2023: New modelling paradigms for water issues?, Nov 2023, Chatou/Paris, France |
Imaging flood depth from space: a method based on the fusion of topography and synthetic aperture radar dataThe XIth Scientific Assembly of the International Association of Hydrological Sciences (IAHS 2022), May 2022, Montpellier, France |
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A joint assimilation of satellite soil moisture and flood extent maps to improve flood hazard modellingThe XIth Scientific Assembly of the International Association of Hydrological Sciences (IAHS 2022), May 2022, Montpellier, France |
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How to Optimally Represent Riverbed Geometry with a Simplified Cross-Section Shape in Shallow Water ModelsSimHydro 2021 conference : Models for complex and global water issues – Practices & expectations, Jun 2021, Sophia Antipolis, France. ⟨10.1007/978-981-19-1600-7_14⟩ |
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SW2D-Lemon: A New Software for Upscaled Shallow Water ModelingSimHydro 2021 : Models for complex and global water issues – Practices & expectations, Jun 2021, Sophia Antipolis, France. pp.23 - 40, ⟨10.1007/978-981-19-1600-7_2⟩ |
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Rapid Simulations of Large Scale Flood Inundations Using Porosity FunctionsSimHydro 2021 : Models for complex and global water issues – Practices & expectations, Jun 2021, Sophia Antipolis, France. pp.53-60, ⟨10.1007/978-981-19-1600-7_4⟩ |
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Categorizing data imperfections for object matching in wastewater networks using belief theoryAI2SD 2022 - International Conference on Advanced Intelligent Systems for Sustainable Development, May 2022, Rabat, Morocco |
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Upscaled shallow water modeling with SW2D-Lemon for urban flood simulation.EGU General Assembly 2021, Apr 2021, Virtual, France. ⟨10.5194/egusphere-egu21-8212⟩ |
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Missing data completion in wastewater network databases: the added-value of Graph Convolutional Neural Networks.EGU General Assembly 2021, Apr 2021, Virtual, France. ⟨10.5194/egusphere-egu21-8350⟩ |
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WEIR-P: An Information Extraction Pipeline for the Wastewater DomainRCIS 2021 - 5th International Conference on Research Challenges in Information Science, May 2021, Online, Cyprus. ⟨10.1007/978-3-030-75018-3_11⟩ |
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Estimation des niveaux d'eau à partir d'étendues inondées satellitaires et de données topographiquesContribution du spatial face aux enjeux de l'eau - SHF/CNES, Jan 2021, Online, France |
Assimilation d'étendues inondées satellitaires dans un modèle hydraulique à large échelle: une réanalyse des inondations dues à l'ouragan HarveyContribution du spatial face aux enjeux de l'eau - SHF/CNES, Jan 2021, Online, France |
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WEIR-P: An Information Extraction Pipeline for the Wastewater DomainEGU General Assembly 2021, Apr 2021, Online, France. ⟨10.5194/egusphere-egu21-2708⟩ |
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Assimilating satellite soil moisture and flood extent maps into a flood prediction model.EGU General Assembly 2020, May 2020, Online / Vienna, Austria. ⟨10.5194/egusphere-egu2020-13848⟩ |
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Combining model-driven engineering and sewerage networks: towards a generic representationCiST'20 - 6th IEEE Congress on Information Science and Technology, Dec 2020, Agadir - Essaouira (postponed to June 2021), Morocco. ⟨10.1109/CIST49399.2021.9357171⟩ |
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Reconstitution de topographies à partir de données mixtes (continues et ordinales) pour la modélisation hydrodynamiqueContribution du spatial face aux enjeux de l'eau - SHF/CNES, Jun 2020, Online, France |
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Towards fast large-scale flood simulations using 2D Shallow water modelling with depth-dependant porosityEGU General Assembly 2020, May 2020, Online /Vienna), Austria. ⟨10.5194/egusphere-egu2020-11562⟩ |
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A 2D Shallow water model with depth-dependant porosity applied to the Severn RiverRiver Flow 2020 - 10th Conference on Fluvial Hydraulics, Jul 2020, Delft / Virtual, Netherlands |
Joint assimilation of soil moisture and flood extent maps retrieved from satellite earth observation into a conceptual hydrological model for improving flood prediction: a proof of concept study (Oral).Satellite inspired hydrology in an uncertain future: a H SAF and HEPEX workshop, 2019, Reading, United Kingdom |
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Experimental validation of transient source term in porosity-based shallow water modelsRiver Flow 2018 - Ninth International Conference on Fluvial Hydraulics, Sep 2018, Villeurbanne, France. ⟨10.1051/e3sconf/20184006033⟩ |
Détection de regards de visite sur des images à haute résolution spatiale par une méthode d'apprentissageTEMU: Télédétection pour l'Etude des Milieux Urbains, Mar 2018, Strasbourg, France |
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Mégadonnées, données liées et fouille de données pour les réseaux d'assainissementSAGEO 2018, Nov 2018, Montpellier, France |
Estimating continuous floodplain and major river bed topography mixing ordinal contour lines and topographic pointsAGU2017 Fall Meeting, Dec 2017, New-Orleans, United States |
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Tracer experiments in periodical heterogeneous model porous mediumPowders and Grains 2017, Jul 2017, Montpellier, France. ⟨10.1051/epjconf/201714009020⟩ |
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Cart'Eaux: an automatic mapping procedure for wastewater networks using machine learning and data miningAGU2017 Fall Meeting, Dec 2017, New-Orleans, United States |
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Automatic reconstruction of urban wastewater and stormwater networks based on uncertain manhole cover locationsICUD: International Conference on Urban Drainage, Sep 2017, Prague, Czech Republic. pp.2345-2352 |
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Manhole Cover Localization in Aerial Images with a Deep Learning ApproachISPRS Hannover Workshop: HRIGI 17 – CMRT 17 – ISA 17 – EuroCOW 17, Jun 2017, Hannover, Germany. pp.333-338, ⟨10.5194/isprs-archives-XLII-1-W1-333-2017⟩ |
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Combining punctual and ordinal contour data for accurate floodplain topography mappingSpatial Accuracy 2016, Jean-Stéphane Bailly; Didier Josselin, Jul 2016, Montpellier, France. pp.350-357 |
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How can big data be used to reduce uncertainty in stormwater modelling?Spatial Accuracy, Jul 2016, Montpellier, France. pp.322-329 |
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Manhole cover detection using a geometrical filter on very high resolution aerial and satellite imagesJURSE 2015, Joint Urban Remote Sensing Event, Mar 2015, Lausanne, Switzerland. 4p, ⟨10.1109/JURSE.2015.7120521⟩ |
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Detection of manhole covers in high-resolution aerial images of urban areas by combining two methodsJURSE: Joint Urban Remote Sensing Event, Mar 2015, Lausanne, Switzerland. ⟨10.1109/JURSE.2015.7120524⟩ |
Génération des ondes de surface par avalanches immergéesGDR TransNat, Sep 2013, Rennes, France |
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Génération des ondes de surface par avalanches immergéesColloque annuel du GdR MeGe, Jun 2013, La Rochelle, France |
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Sensitivity and uncertainty analysis of flash flood propagation: local vs global approaches10th International Conference on Hydroinformatics HIC 2012: understanding changing climate and environment and finding solutions, 2012, Hambourg, Germany |
Morphologic segmentation of rivers from VHR optical imagesPeiades Days, CNES-EADS, Jan 2012, Toulouse, France |
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Surface wave generation by seabed collapse simulated by the coupled lattice Boltzmann / discrete element method10 th International Conference on Hydroinformatics HIC 2012, 2012, Hambourg, Germany |
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Higher-order schemes for the shallow water sensitivity equations with transport10th International Conference on Hydroinformatics HIC 2012: understanding changing climate and environment and finding solutions, 2012, Hambourg, Germany |
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Shallow water models with multiple porosity for large scale modeling of urban floods10 th International Conference on Hydroinformatics HIC 2012: understanding changing climate and environment and finding solutions, 2012, Hambourg, Germany |
Modélisation à surface libre par la méthode LBM : application à la rupture de barrageColloque Modélisation numérique des mélanges fluides-grains, Oct 2012, Montpellier, France |
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Riverbed image simulation for a better exploration of coarse-grained sediment sizing image analysis methods8th EGU General Assembly 2011, Apr 2011, Vienna, Austria. pp.1 |
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Coupling of 1D and 2D models for river flow modellingSimHydro 2010 : Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France |
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Objective function definition in conceptual hydrological modellingSimHydro 2010 : Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France |
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Direct sensitivity computation for 1D hydrodynamic modelling vs classical empirical and Monte Carlo approachesSixth International Conference on Sensitivity Analysis of Model Output, 2010, Milan, Italy. pp.7638-7639, ⟨10.1016/j.sbspro.2010.05.155⟩ |
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Sensitivity patterns in 1D and 2D free open channel models - consequences on calibration and validationSimHydro 2010: Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France |
Empirical versus direct sensitivity computations : Application to the shallow water equationsSimHydro 2010:Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France |
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Direct sensitivity computation for the shallow water equations with discontinuous solutionInternational Workshop on Environmental Hydraulics Theoretical, Experimental and Computational Solutions (IWEH09), Oct 2009, Valence, Spain |
Performances comparison of bathymetry on rivers from various visible high resolution imagesEGU, Apr 2008, Vienne, Austria. pp.2 |
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Vine plot detection in aerial images using Fourier analysisFirst International Conference on Object-Based Image Analysis, Salzburg, AUT, 4-5 July 2006, 2006, Salzburg, Austria. pp.6 |
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Frequency analysis for vineyard detection and characterization from airborne imagesInternational Workshop on Information Optics (WIO), Jun 2006, Toledo, Spain. pp.9 |
Approches texturales pour la caractérisation de parcelles en vue de la détection des vignes. Contraste et fréquence : mise en oeuvre et comparaison sur des images à très haute résolution spatialeColloque SAGEO, Avignon, 21-23 juin 2005, 2005, pp.13 |
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Hydraulique à surface libre en régime permanentÉcole d'ingénieur. France. 2020 |