
Carole Delenne
- Institut universitaire des systèmes thermiques industriels (IUSTI)
- Littoral, Environment: MOdels and Numerics (LEMON)
Présentation
Research
Main Topics
- Data collection and fusion for knowledge production: gathering various types of data in the aim of producing a regular and complete mapping of urban sewage systems. This includes the use of remote sensing, deep learning, data mining, text analysis, etc. Several statistically possible networks are generated including an uncertainty associated to each piece of information, that will be taken into account in the final hydraulic modelling.
- hydrodynamics modelling: shallow water equations, numerical methods, shallow water models with porosity.
- Sensitivity analysis: sensitivity equations with discontinuous solutions, local sensitivity for uncertainty analysis, parameter estimation.
- Remote sensing: water surface estimation, pattern recognition, model calibration.
PhD
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)
HDR
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)
Supervisions
PhD
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)
PostDoc
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).
Master
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).
Teaching
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:
Engineering Mathematics
- CM/TD Mathématiques pour l’Ingénieur (GC3/ME3);
- CM/TD Ondes et vibrations (GC3)
- CM/TD Analyse Numérique (GC3);
- CM/TD Méthodes Mathématiques pour l’Ingénieur (STE3);
- CM/TD Méthodes numériques appliquées (STE3, STE4);
- CM/TD Mathématiques de base (EGC3);
- CM/TD Mathématiques en mécanique (EGC3);
- CM/TD Mathématique 2 (EGC3);
- Projets d’Ingénierie Mathématique et Statistique (STE3);
Hydraulics:
- CM/TD hydraulique (GC4);
- CM/TD/TP hydraulique à surface libre (EGC3);
- TP hydraulique (STE3, EGC3, STE4);
- Hydraulics Specialization (STE4 – in English);
- TD Hydraulique numérique (STE4);
- TD Transitoires en hydraulique (STE4);
- TD hydraulique (IUT Génie Civil);
- TD Modélisation hydraulique 2D (STE5);
- Réseaux d’Adduction d’Eau Potable (STE4, STE5, CNAM): prise en main Epanet;
- Mécanique des fluides (STE3);
Informatics
- CM/TD Algorithmes et programmation (STE3, EGC3);
- CM/TD Excel (STE3, EGC3);
- CM/TD VBA (STE3);
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
Chapitre d'ouvrage
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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
Chapitre d'ouvrage
hal-00448964
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Propagation de la sensibilité dans les modèles hydrodynamiques.Mécanique des fluides [physics.class-ph]. Montpellier II, 2014
HDR
tel-01198570
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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 : ⟩
Thèse
tel-02588684
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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 : ⟩
Thèse
tel-00130407
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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, Virtual, Cyprus. ⟨10.1007/978-3-030-75018-3_11⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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Rapid simulations of large scale flood inundations using porosity functionsSimhydro 2021 - 6th International Conference Models for complex and global water issues - Practices and expectations., Jul 2021, Nice, France
Communication dans un congrès
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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
Communication dans un congrès
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WEIR-P: An Information Extraction Pipeline for the Wastewater DomainEGU General Assembly 2021, Apr 2021, Virtual, France. ⟨10.5194/egusphere-egu21-2708⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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Mégadonnées, données liées et fouille de données pour les réseaux d'assainissementSAGEO 2018, Nov 2018, Montpellier, France
Communication dans un congrès
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Estimating continuous floodplain and major river bed topography mixing ordinal contour lines and topographic pointsAGU2017 Fall Meeting, Dec 2017, New-Orleans, United States
Communication dans un congrès
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Tracer experiments in periodical heterogeneous model porous mediumPowders and Grains 2017, Jul 2017, Montpellier, France. ⟨10.1051/epjconf/201714009020⟩
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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Génération des ondes de surface par avalanches immergéesGDR TransNat, Sep 2013, Rennes, France
Communication dans un congrès
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Génération des ondes de surface par avalanches immergéesColloque annuel du GdR MeGe, Jun 2013, La Rochelle, France
Communication dans un congrès
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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
Communication dans un congrès
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Morphologic segmentation of rivers from VHR optical imagesPeiades Days, CNES-EADS, Jan 2012, Toulouse, France
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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Modélisation à surface libre par la méthode LBM : application à la rupture de barrageColloque Modélisation numérique des mélanges fluides-grains, Oct 2012, Montpellier, France
Communication dans un congrès
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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
Communication dans un congrès
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Coupling of 1D and 2D models for river flow modellingSimHydro 2010 : Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France
Communication dans un congrès
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Objective function definition in conceptual hydrological modellingSimHydro 2010 : Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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Empirical versus direct sensitivity computations : Application to the shallow water equationsSimHydro 2010:Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France
Communication dans un congrès
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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
Communication dans un congrès
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Performances comparison of bathymetry on rivers from various visible high resolution imagesEGU, Apr 2008, Vienne, Austria. pp.2
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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Hydraulique à surface libre en régime permanentÉcole d'ingénieur. France. 2020
Cours
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