Carole Delenne Carole Delenne

Identifiants chercheurs

IdHAL :

carole-delenne

ORCID :

0000-0001-6683-4399

IdRef :

116782897

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 &quot;Extraction et caractérisation des vignes à partir de données de télédétection à très haute résolution spatiale.&quot; (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

Article dans une revue (36)

Building a Wastewater Network Graph and Detecting Anomalies from Inspection Videos Minh-Thu Tran-Nguyen,Salem Benferhat,Nanee Chahinian,Carole Delenne SN Computer Science, 2025, 6 (7), pp.837. ⟨10.1007/s42979-025-04372-9⟩ Article dans une revue hal-05266253v1
Dempster-Shafer theory for object matching under data imperfection constraints: Application to wastewater networks' line matching Yassine Belghaddar,Ahlame Begdouri,Nanée Chahinian,Abderrahmane Seriai,Omar Et-targuyet al. Information Sciences, 2025, pp.122304. ⟨10.1016/j.ins.2025.122304⟩ Article dans une revue hal-05078985v1
Analysis of the syntactic computation of Fagin-Halpern conditioning in possibilistic logic Omar Et-Targuy,Salem Benferhat,Carole Delenne,Ahlame Begdouri International Journal of Approximate Reasoning, 2025, 183, pp.109450. ⟨10.1016/j.ijar.2025.109450⟩ Article dans une revue hal-05035649v1
Are LSTM and conceptual rainfall-runoff models able to cope with limited training datasets under diverse hydrometeorological conditions? Fadil Boodoo,Renaud Hostache,Nadia Skifa,Joris Guerin,Carole Delenne Modeling Earth Systems and Environment, 2025, 11 (2), pp.128. ⟨10.1007/s40808-025-02316-z⟩ Article dans une revue hal-04965634v1
Adjoint-based sensitivity analysis and assimilation of multi-source data for the inference of spatio-temporal parameters in a 2D urban flood hydraulic model Léo Pujol,Pierre-André Garambois,Carole Delenne,Jean-Louis Perrin Journal of Hydrology, 2024, 643, pp.131885. ⟨10.1016/j.jhydrol.2024.131885⟩ Article dans une revue hal-04643149v1
From GIS to Graphical Representation for Maintaining Connectivity of Wastewater Network Elements Omar Et-Targuy,Carole Delenne,Salem Benferhat,Ahlame Begdouri,Thanh-Nghi Doet al. SN Computer Science, 2024, 5 (7), pp.851. ⟨10.1007/s42979-024-03174-9⟩ Article dans une revue hal-04684574v1
Self-similar solutions of shallow water equations with porosity Vincent Guinot,Carole Delenne,Sandra Soares-Frazão Journal of Hydraulic Research, 2023, 61 (1), pp.109-119. ⟨10.1080/00221686.2022.2106598⟩ Article dans une revue hal-03866031v1
Endorheic waterbodies delineation from remote sensing as a tool for immersed surface topography Carole Delenne,Jean-Stéphane Bailly,Antoine Rousseau,Renaud Hostache,Olivier Boutron IEEE Geoscience and Remote Sensing Letters, 2022, 19, pp.1-5. ⟨10.1109/LGRS.2021.3079718⟩ Article dans une revue hal-03140413v1
Towards a generic fusion framework for underground networks involving model-driven engineering domain Yassine Belghaddar,Abderrahmane Seriai,Ahlame Begdouri,Carole Delenne,Nanée Chahinianet al. International Journal of Information Science & Technology, 2022, 6 (2), pp.8 - 19. ⟨10.57675/IMIST.PRSM/ijist-v6i2.199⟩ Article dans une revue hal-03685139v1
Pluies et inondations en milieu urbain Julie Carreau,Carole Delenne,Vincent Guinot,Gwladys Toulemonde Interstices, 2022 Article dans une revue hal-03750399v1
A porosity-based flood inundation modelling approach for enabling faster large scale simulations Vita Ayoub,Carole Delenne,Marco Chini,Pascal Finaud-Guyot,David Masonet al. Advances in Water Resources, 2022, 162, pp.104141. ⟨10.1016/j.advwatres.2022.104141⟩ Article dans une revue hal-03558847v1
Graph Convolutional Networks: Application to Database Completion of Wastewater Networks Yassine Belghaddar,Nanee Chahinian,Abderrahmane Seriai,Ahlame Begdouri,Reda Abdouet al. Water, 2021, 13 (12), pp.1681. ⟨10.3390/w13121681⟩ Article dans une revue hal-03264611v1
Automatic mapping of urban wastewater networks based on manhole cover locations Nanée Chahinian,Carole Delenne,Benjamin Commandre,Mustapha Derras,Laurent Deruelleet al. Computers, Environment and Urban Systems, 2019, 78, pp.101370. ⟨10.1016/j.compenvurbsys.2019.101370⟩ Article dans une revue hal-02275903v1
Modelling solute dispersion in periodic heterogeneous porous media: model benchmarking against intermediate scale experiments Samer Majdalani,Vincent Guinot,Carole Delenne,Hicham Gebran Journal of Hydrology, 2018, 561, pp.427-443. ⟨10.1016/j.jhydrol.2018.03.024⟩ Article dans une revue hal-01728193v1
Flux closures and source term models for shallow water models with depth-dependent integral porosity Vincent Guinot,C. Delenne,Antoine Rousseau,O. Boutron Advances in Water Resources, 2018, 122, pp.1-26. ⟨10.1016/j.advwatres.2018.09.014⟩ Article dans une revue hal-01884110v1
Detection of Manhole Covers in High-Resolution Aerial Images of Urban Areas by Combining Two Methods Jérôme Pasquet,Thibault Desert,Olivier Bartoli,Marc Chaumont,Carole Delenneet al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (5), pp.1802-1807. ⟨10.1109/JSTARS.2015.2504401⟩ Article dans une revue lirmm-01275684v1
Solute tranport in periodical heterogeneous porous media: importance of observation scale and experimental sampling Samer Majdalani,Jean-Philippe Chazarin,Carole Delenne,Vincent Guinot Journal of Hydrology, 2015, 520, pp.52-60. ⟨10.1016/j.jhydrol.2014.10.065⟩ Article dans une revue hal-01101494v1
Decadal monitoring of the Niger Inner Delta flood dynamics using MODIS optical data Andrew Ogilvie,Gilles Belaud,Carole Delenne,Jean-Stéphane Bailly,Jean-Claude Baderet al. Journal of Hydrology, 2015, 523, pp.368-383. ⟨10.1016/j.jhydrol.2015.01.036⟩ Article dans une revue hal-01196991v1
Macroscopic modelling of urban floods Vincent Guinot,Carole Delenne La Houille Blanche - Revue internationale de l'eau, 2014, 6, pp.19-25. ⟨10.1051/lhb/2014058⟩ Article dans une revue hal-01101501v1
Local sensitivity for uncertainty analysis in one-dimensional open channel flow modelling Carole Delenne,Vincent Guinot,Bernard Cappelaere La Houille Blanche - Revue internationale de l'eau, 2013, 1, pp.50-59. ⟨10.1051/lhb/2013008⟩ Article dans une revue hal-01196828v1
Testing the relevance of daily MODIS data to monitor Mediterranean shrubland canopy water content with temporal cross-correlation analyses C. Delenne,Jean-Stéphane Bailly,Michel Deshayes International Journal of Agricultural and Environmental Information Systems, 2013, 4 (1), pp.1-19. ⟨10.4018/jaeis.2013010101⟩ Article dans une revue hal-02598573v1
Auxiliary Variable-based Balancing (AVB) for source term treatment in open channel simulations Carole Delenne,Vincent Guinot Advances in Water Resources, 2012, 44, pp.85-100. ⟨10.1016/j.advwatres.2012.05.007⟩ Article dans une revue hal-01196833v1
Uncertainty analysis of river flooding and dam failure risks using local sensitivity computations Carole Delenne,B Cappelaere,V Guinot Reliability Engineering and System Safety, 2012, 107, pp.171-183. ⟨10.1016/j.ress.2012.04.007⟩ Article dans une revue hal-01196887v1
MUSCL schemes for the shallow water sensitivity equations with passive scalar transport Vincent Guinot,Carole Delenne Computers and Fluids, 2012, 59, pp.11-30. ⟨10.1016/j.compfluid.2012.02.001⟩ Article dans une revue istex hal-01196932v1
Coupling of 1D and 2D models for river flow modelling Pascal Finaud-Guyot,Carole Delenne,Vincent Guinot La Houille Blanche - Revue internationale de l'eau, 2011, ⟨10.1051/lhb/2011028⟩ Article dans une revue hal-01196924v1
Towards improved criteria for hydrological model calibration : theoretical analysis of distance- and weak form-based functions Vincent Guinot,Bernard Cappelaere,Carole Delenne,Denis Ruelland Journal of Environmental Hydrology, 2011, 401 (1-2), pp.1-13. ⟨10.1016/j.jhydrol.2011.02.004⟩ Article dans une revue istex hal-01196934v1
Sensitivity of the 1D shallow water equations with source terms: Solution method for discontinuous flow Carole Delenne,Pascal Finaud-Guyot,Vincent Guinot,Bernard Cappelaere International Journal for Numerical Methods in Fluids, 2011, 67 (8), pp.10.1002/fld.2398. ⟨10.1002/fld.2398⟩ Article dans une revue istex hal-00515826v1
1D–2D coupling for river flow modeling Pascal Finaud-Guyot,Carole Delenne,Vincent Guinot,Cécile Llovel Comptes Rendus. Mécanique, 2011, 339 (4), pp.226-234. ⟨10.1016/j.crme.2011.02.001⟩ Article dans une revue hal-01196927v1
An approximate-state Riemann solver for the two-dimensional shallow water equations with porosity Pascal Finaud-Guyot,Carole Delenne,Julien Lhomme,Vincent Guinot,Cécile Llovel International Journal for Numerical Methods in Fluids, 2010, 62 (12), pp.1299-1331. ⟨10.1002/fld.2066⟩ Article dans une revue istex hal-00519476v1
From pixel to vine parcel: A complete methodology for vineyard delineation and characterization using remote-sensing data Carole Delenne,Sylvie Durrieu,Gilles Rabatel,Michel Deshayes Computers and Electronics in Agriculture, 2010, 70 (1), pp.78-83. ⟨10.1016/j.compag.2009.09.012⟩ Article dans une revue hal-01196894v1
Finite-volume solution of one-dimensional shallow-water sensitivity equations Vincent Guinot,Bernard Cappelaere,Carole Delenne Journal of Hydraulic Research, 2009, 47 (6), pp.811-819. ⟨10.3826/jhr.2009.3569⟩ Article dans une revue hal-01196937v1
An approximate Riemann solver for sensitivity equations with discontinuous solutions Vincent Guinot,Carole Delenne,Bernard Cappelaere Advances in Water Resources, 2009, 32 (1), pp.61-77. ⟨10.1016/j.advwatres.2008.10.002⟩ Article dans une revue istex hal-01196940v1
Textural approaches for vineyard detection and characterization using very high spatial resolution remote sensing data Carole Delenne,Sylvie Durrieu,Gilles Rabatel,Michel Deshayes,Jean-Stéphane Baillyet al. International Journal of Remote Sensing, 2008, 29 (4), pp.1153-1167. ⟨10.1080/01431160701311259⟩ Article dans une revue hal-01196900v1
Direct sensitivity computation for the Saint-Venant equations with hydraulic jumps Carole Delenne,Vincent Guinot,Bernard Cappelaere Comptes Rendus. Mécanique, 2008, 336 (10), pp.766-771. ⟨10.1016/j.crme.2008.09.006⟩ Article dans une revue hal-01196906v1
A non-supervised approach using Gabor filters for vine plot detection in aerial images Gilles Rabatel,C. Delenne,M. Deshayes Computers and Electronics in Agriculture, 2008, 62, pp.159-168. ⟨10.1016/j.compag.2007.12.010⟩ Article dans une revue hal-02590462v1
An automatized frequency analysis for vine plot detection and delineation in remote sensing Carole Delenne,Gilles Rabatel,M. Deshayes IEEE Geoscience and Remote Sensing Letters, 2008, 5 (3), p. 341 - p. 345. ⟨10.1109/LGRS.2008.916065⟩ Article dans une revue hal-00454439v1

Communication dans un congrès (69)

Prédiction spatiale des risques d’inondation à l’aide de réseaux de neurones graphiques: une étude de preuve de concept Mitra Aelami,Carole Delenne,Gwladys Toulemonde,Renaud Hostache Congrès Eau & Intelligence Artificielle 2026, Mar 2026, Grenoble, France Communication dans un congrès hal-05573844v1
A fully automatic processing chain for the systematic monitoring of surface water using Copernicus Sentinel 1 satellite data: first results of the SCO-CASCADES project. Renaud Hostache,Cyprien Alexandre,Chhenglang Heng,Thibault Catry,Vincent Herbreteauet al. Assemblée générale de l'EGU 2026, May 2026, Vienna, Austria. ⟨10.5194/egusphere-egu26-22077⟩ Communication dans un congrès hal-05589602v1
LAVA: Leveraging Self-attention to Learn Video Features for Wastewater Pipe Anomaly Detection Ti-Hon Nguyen,Minh-Thu Tran-Nguyen,Carole Delenne,Salem Benferhat Third 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⟩ Communication dans un congrès hal-05338748v2
U-NetMN et SegNetMN : modèles U-Net et SegNet modifiés pour la détection des surfaces en eau par segmentation d’images SAR bimodales Marwane Kzadri,Franco Alberto Cardillo,Nanée Chahinian,Renaud Hostache,Jamal Riffiet al. Congrès Eau & Intelligence Artificielle 2026, Mar 2026, Grenoble, France Communication dans un congrès hal-05571329v1
Modélisation des hauteurs d’eau dans les plaines d’inondation avec les GNN Fadil Boodoo,Carole Delenne,Franco Alberto Cardillo,Joris Guérin,Renaud Hostache Congrès Eau & Intelligence Artificielle 2026, Mar 2026, Grenoble, France Communication dans un congrès hal-05507025v1
U-NetMN and SegNetMN: Modified U-Net and SegNet Models for Bimodal SAR Image Segmentation Marwane Kzadri,Franco Alberto Cardillo,Nanée Chahinian,Carole Delenne,Renaud Hostacheet al. 2025 International Conference on Circuit, Systems and Communication (ICCSC), Jun 2025, Fez, Morocco. pp.1-6, ⟨10.1109/ICCSC66714.2025.11135135⟩ Communication dans un congrès hal-05447986v1
Building a Wastewater Network Graph from Inspection Videos Minh-Thu Tran-Nguyen,Salem Benferhat,Nanée Chahinian,Carole Delenne,Thanh-Nghi Do ISDS 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 hal-04783710v2
Impact of training dataset size and its hydrometeorological typology on LSTM performance for rainfall-runoff modeling: a case study of the Severn river Nadia Skifa,Fadil Boodoo,Carole Delenne,Renaud Hostache,Morgan Abily SimHydro 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 hal-04375806v1
Comparison of an artificial neural network with a conceptual rainfall-runoff model for streamflow prediction Fadil Boodoo,Carole Delenne,Renaud Hostache PIC (Sharing and Integration of Data and Knowledge), Feb 2024, Montpellier, France Communication dans un congrès hal-05558218v1
A Graph-Based Representation of Wastewater Maps Ikram El Miqdadi,Fatima Abouzid,Salem Benferhat,Nanée Chahinian,Carole Delenne IEEE BigData 2024 - 2024 IEEE International Conference on Big Data, Dec 2024, Washington DC, United States Communication dans un congrès hal-04844749v1
Combining SAR imagery and topography for the automatic retrieval of floodwater depth maps Renaud Hostache,Vita Ayoub,Marco Chini,Ramona Maria-Pelich,Patrick Matgenet al. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, IEEETGRS, Jul 2024, Athènes, Greece Communication dans un congrès hal-04827007v1
Impact of training dataset size and its hydrometeorological typology on LSTM performance for Rainfall-Runoff modeling : A case study of the Severn River (UK) Nadia Skifa,Fadil Boodoo,Carole Delenne,Renaud Hostache,Morgan Abily SimHydro 2023: New modelling paradigms for water issues?, Nov 2023, Chatou/Paris, France Communication dans un congrès hal-05506931v2
Syntactic computation of Fagin-Halpern conditioning in possibility theory Omar Ettarguy,Ahlame Begdouri,Salem Benferhat,Carole Delenne LPAR 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 hal-04377873v1
Revising possibilistic knowledge bases using FH-conditioning: -Extended abstract Omar Et-targuy,Ahlame Begdouri,Carole Delenne,Salem Benferhat Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Jun 2023, Nantes (France), France Communication dans un congrès hal-04969562v1
Everything You Always Wanted to Know About Urban Water Networks But Were Afraid to Ask -Extended Abstract Nanée Chahinian,Batoul Haydar,Serge Conrad,Stéphane Debard,Carole Delenne ENIGMA 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 hal-04231966v1
Revising Weighted Knowledge Bases Using FH-Conditioning Omar Et-Targuy,Ahlame Begdouri,Salem Benferhat,Carole Delenne ENIGMA 2023 - 1st Workshop on AI-driven heterogeneous data management: Completing, merging, handling inconsistencies and query-answeringis, Sep 2023, Rhodes, Greece Communication dans un congrès hal-04209092v1
Assimilation of probabilistic flood maps into large scale hydraulic models to retrieve missing river geometry data using a tempered particle filter Vita Ayoub,Renaud Hostache,Marco Chini,Ramona Pelich,Carole Delenneet al. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States Communication dans un congrès hal-04378319v1
Parametrization of a wastewater hydraulic model under incomplete data constraint Yassine Belghaddar,Carole Delenne,Nanée Chahinian,Abderrahmane Seriai,Ahlame Begdouri 14th International Conference on Hydroinformatics, Jul 2022, Bucarest, Romania. pp.012053, ⟨10.1088/1755-1315/1136/1/012053⟩ Communication dans un congrès hal-03857301v1
A Graph-Based Approach for Representing Wastewater Networks from GIS Data: Ensuring Connectivity and Consistency Omar Et-Targuy,Ahlame Begdouri,Salem Benferhat,Carole Delenne,Thanh-Nghi Doet al. ISDS 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 hal-04377851v1
Imperfect data and hydraulic modelling of urban drainage networks Carole Delenne,Yassine Belghaddar,Nanée Chahinian ECSQARU 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 hal-04403952v1
Categorizing data imperfections for object matching in wastewater networks using belief theory Omar Et-targuy,Yassine Belghaddar,Ahlame Begdouri,Nanée Chahinian,Abderrahmane Seriaiet al. AI2SD 2022 - International Conference on Advanced Intelligent Systems for Sustainable Development, May 2022, Rabat, Morocco Communication dans un congrès hal-03895540v1
Imaging flood depth from space: a method based on the fusion of topography and synthetic aperture radar data Vita Ayoub,Carole Delenne,Ramona-Maria Pelich,Marco Chini,Patrick Matgenet al. The XIth Scientific Assembly of the International Association of Hydrological Sciences (IAHS 2022), May 2022, Montpellier, France Communication dans un congrès hal-04087858v1
A joint assimilation of satellite soil moisture and flood extent maps to improve flood hazard modelling Renaud Hostache,Patrick Matgen,Peter-Jan van Leuuwen,Nancy K Nichols,Marco Chiniet al. The XIth Scientific Assembly of the International Association of Hydrological Sciences (IAHS 2022), May 2022, Montpellier, France Communication dans un congrès hal-04087380v1
How to Optimally Represent Riverbed Geometry with a Simplified Cross-Section Shape in Shallow Water Models Violeta Montoya-Coronado,Carole Delenne,Pascal Finaud-Guyot,Renaud Hostache SimHydro 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 hal-03782257v1
SW2D-Lemon: A New Software for Upscaled Shallow Water Modeling Joao Guilherme Caldas Steinstraesser,Carole Delenne,Vincent Guinot,Pascal Finaud-Guyot,Joseph Luis Kahn Casapiaet al. SimHydro 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 hal-03798534v2
Rapid Simulations of Large Scale Flood Inundations Using Porosity Functions Vita Ayoub,Carole Delenne,Pascal Finaud-Guyot,David Mason,Marco Chiniet al. SimHydro 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 hal-03782215v1
Upscaled shallow water modeling with SW2D-Lemon for urban flood simulation. Joao Guilherme Caldas Steinstraesser,Carole Delenne,Pascal Finaud-Guyot,Vincent Guinot,Joseph Luis Kahn Casapiaet al. EGU General Assembly 2021, Apr 2021, Virtual, France. ⟨10.5194/egusphere-egu21-8212⟩ Communication dans un congrès hal-03533758v1
Missing data completion in wastewater network databases: the added-value of Graph Convolutional Neural Networks. Yassine Belghaddar,Carole Delenne,Nanée Chahinian,Ahlame Begdouri,Abderrahmane Seriai EGU General Assembly 2021, Apr 2021, Virtual, France. ⟨10.5194/egusphere-egu21-8350⟩ Communication dans un congrès hal-03264958v1
Estimation des niveaux d'eau à partir d'étendues inondées satellitaires et de données topographiques Vita Ayoub,Carole Delenne,Patrick Matgen,Marco Chini,Ramona-Maria Pelichet al. Contribution du spatial face aux enjeux de l'eau - SHF/CNES, Jan 2021, Online, France Communication dans un congrès hal-03199580v1
WEIR-P: An Information Extraction Pipeline for the Wastewater Domain Nanée Chahinian,Thierry Bonnabaud La Bruyère,Francesca Frontini,Carole Delenne,Marin Julienet al. RCIS 2021 - 5th International Conference on Research Challenges in Information Science, May 2021, Online, Cyprus. ⟨10.1007/978-3-030-75018-3_11⟩ Communication dans un congrès hal-03211461v1
Assimilation d'étendues inondées satellitaires dans un modèle hydraulique à large échelle: une réanalyse des inondations dues à l'ouragan Harvey Renaud Hostache,Marco Chini,Ramona-Maria Pelich,Carole Delenne,Pierrick Bruneauet al. Contribution du spatial face aux enjeux de l'eau - SHF/CNES, Jan 2021, Online, France Communication dans un congrès hal-03199732v1
WEIR-P: An Information Extraction Pipeline for the Wastewater Domain Nanée Chahinian,Thierry Bonnabaud La Bruyère,Serge Conrad,Carole Delenne,Francesca Frontiniet al. EGU General Assembly 2021, Apr 2021, Online, France. ⟨10.5194/egusphere-egu21-2708⟩ Communication dans un congrès hal-03161715v1
A 2D Shallow water model with depth-dependant porosity applied to the Severn River Vita Ayoub,Carole Delenne,Patrick Matgen,Pascal Finaud-Guyot,Renaud Hostache River Flow 2020 - 10th Conference on Fluvial Hydraulics, Jul 2020, Delft / Virtual, Netherlands Communication dans un congrès hal-02945686v1
Towards fast large-scale flood simulations using 2D Shallow water modelling with depth-dependant porosity Vita Ayoub,Carole Delenne,Patrick Matgen,Pascal Finaud-Guyot,Renaud Hostache EGU General Assembly 2020, May 2020, Online /Vienna), Austria. ⟨10.5194/egusphere-egu2020-11562⟩ Communication dans un congrès hal-03108327v1
Assimilating satellite soil moisture and flood extent maps into a flood prediction model. Renaud Hostache,Patrick Matgen,Peter-Jan van Leuuwen,Nancy Nichols,Marco Chiniet al. EGU General Assembly 2020, May 2020, Online / Vienna, Austria. ⟨10.5194/egusphere-egu2020-13848⟩ Communication dans un congrès hal-03108357v1
Combining model-driven engineering and sewerage networks: towards a generic representation Yassine Belghaddar,Abderrahmane Seriai,Ahlame Begdouri,Carole Delenne,Nanée Chahinianet al. CiST'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 hal-03108996v1
Reconstitution de topographies à partir de données mixtes (continues et ordinales) pour la modélisation hydrodynamique Carole Delenne,Jean-Stéphane Bailly Contribution du spatial face aux enjeux de l'eau - SHF/CNES, Jun 2020, Online, France Communication dans un congrès hal-03199576v1
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). Renaud Hostache,Patrick Matgen,Peter-Jan van Leuuwen,Nancy K Nichols,Marco Chiniet al. Satellite inspired hydrology in an uncertain future: a H SAF and HEPEX workshop, 2019, Reading, United Kingdom Communication dans un congrès hal-03108885v1
Experimental validation of transient source term in porosity-based shallow water models Vincent Guinot,Sandra Soares-Frazão,Carole Delenne River Flow 2018 - Ninth International Conference on Fluvial Hydraulics, Sep 2018, Villeurbanne, France. ⟨10.1051/e3sconf/20184006033⟩ Communication dans un congrès hal-01878242v1
Détection de regards de visite sur des images à haute résolution spatiale par une méthode d'apprentissage Benjamin Commandré,Driss En-Nejjary,Lionel Pibre,Marc Chaumont,Gérard Subsolet al. TEMU: Télédétection pour l'Etude des Milieux Urbains, Mar 2018, Strasbourg, France Communication dans un congrès hal-01867226v1
Mégadonnées, données liées et fouille de données pour les réseaux d'assainissement Thierry Bonnabaud La Bruyère,Nanée Chahinian,Carole Delenne,Laurent Deruelle,Mustapha Derraset al. SAGEO 2018, Nov 2018, Montpellier, France Communication dans un congrès hal-01921856v1
Estimating continuous floodplain and major river bed topography mixing ordinal contour lines and topographic points Jean-Stéphane Bailly,Mathieu Dartevelle,Carole Delenne,Antoine Rousseau AGU2017 Fall Meeting, Dec 2017, New-Orleans, United States Communication dans un congrès hal-01678041v1
Tracer experiments in periodical heterogeneous model porous medium S Majdalani,Carole Delenne,Vincent Guinot Powders and Grains 2017, Jul 2017, Montpellier, France. ⟨10.1051/epjconf/201714009020⟩ Communication dans un congrès hal-01576082v1
Cart'Eaux: an automatic mapping procedure for wastewater networks using machine learning and data mining Carole Delenne,Nanée Chahinian,Jean-Stéphane Bailly,Sandra Bringay,Benjamin Commandreet al. AGU2017 Fall Meeting, Dec 2017, New-Orleans, United States Communication dans un congrès hal-01680121v1
Automatic reconstruction of urban wastewater and stormwater networks based on uncertain manhole cover locations Benjamin Commandre,Nanée Chahinian,Jean-Stéphane Bailly,Marc Chaumont,Gérard Subsolet al. ICUD: International Conference on Urban Drainage, Sep 2017, Prague, Czech Republic. pp.2345-2352 Communication dans un congrès hal-01584776v2
Manhole Cover Localization in Aerial Images with a Deep Learning Approach Benjamin Commandre,Driss En-Nejjary,Lionel Pibre,Marc Chaumont,Carole Delenneet al. ISPRS 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 hal-01556762v1
How can big data be used to reduce uncertainty in stormwater modelling? Nanée Chahinian,Anne-Laure Piat-Marchand,Sandra Bringay,Maguelonne Teisseire,Elodie Boulogneet al. Spatial Accuracy, Jul 2016, Montpellier, France. pp.322-329 Communication dans un congrès hal-01417491v1
Combining punctual and ordinal contour data for accurate floodplain topography mapping Carole Delenne,Jean-Stéphane Bailly,Mathieu Dartevelle,Nelly Marcy,Antoine Rousseau Spatial Accuracy 2016, Jean-Stéphane Bailly; Didier Josselin, Jul 2016, Montpellier, France. pp.350-357 Communication dans un congrès hal-01349737v1
Manhole cover detection using a geometrical filter on very high resolution aerial and satellite images Olivier Bartoli,Nanée Chahinian,Aude Allard,Jean-Stéphane Bailly,Katia Chancibaultet al. JURSE 2015, Joint Urban Remote Sensing Event, Mar 2015, Lausanne, Switzerland. 4p, ⟨10.1109/JURSE.2015.7120521⟩ Communication dans un congrès hal-01373941v1
Detection of manhole covers in high-resolution aerial images of urban areas by combining two methods Jérôme Pasquet,Thibault Desert,Olivier Bartoli,Marc Chaumont,Carole Delenneet al. JURSE: Joint Urban Remote Sensing Event, Mar 2015, Lausanne, Switzerland. ⟨10.1109/JURSE.2015.7120524⟩ Communication dans un congrès lirmm-01234242v1
Génération des ondes de surface par avalanches immergées Lhassan Amarsid,Carole Delenne,Farhang Radjai,Jean-Yves Delenne GDR TransNat, Sep 2013, Rennes, France Communication dans un congrès hal-01594738v1
Génération des ondes de surface par avalanches immergées Lhassan Amarsid,Carole Delenne,Jean-Yves Delenne,Farhang Radjai Colloque annuel du GdR MeGe, Jun 2013, La Rochelle, France Communication dans un congrès hal-00844245v1
Modélisation à surface libre par la méthode LBM : application à la rupture de barrage Carole Delenne,Lhassan Amarsid,Jean-Yves Delenne,Vincent Guinot,Farhang Radjai Colloque Modélisation numérique des mélanges fluides-grains, Oct 2012, Montpellier, France Communication dans un congrès hal-00844253v1
Sensitivity and uncertainty analysis of flash flood propagation: local vs global approaches Carole Delenne,Cappelaere Bernard,Vincent Guinot,Jérôme Demarty 10th International Conference on Hydroinformatics HIC 2012: understanding changing climate and environment and finding solutions, 2012, Hambourg, Germany Communication dans un congrès hal-04982234v1
Morphologic segmentation of rivers from VHR optical images D. Feurer,Jean-Stéphane Bailly,C. Puech,Y. Lecoarer,,C. Delenne Peiades Days, CNES-EADS, Jan 2012, Toulouse, France Communication dans un congrès hal-01591885v1
Surface wave generation by seabed collapse simulated by the coupled lattice Boltzmann / discrete element method Lhassan Amarsid,Carole Delenne,Jean-Yves Delenne,Vincent Guinot,Farhang Radjai 10 th International Conference on Hydroinformatics HIC 2012, 2012, Hambourg, Germany Communication dans un congrès hal-01844818v1
Higher-order schemes for the shallow water sensitivity equations with transport Guinot Vincent,Carole Delenne 10th International Conference on Hydroinformatics HIC 2012: understanding changing climate and environment and finding solutions, 2012, Hambourg, Germany Communication dans un congrès hal-04982193v1
Shallow water models with multiple porosity for large scale modeling of urban floods Vincent Guinot,Carole Delenne 10 th International Conference on Hydroinformatics HIC 2012: understanding changing climate and environment and finding solutions, 2012, Hambourg, Germany Communication dans un congrès hal-04982262v1
Riverbed image simulation for a better exploration of coarse-grained sediment sizing image analysis methods Jean-Stéphane Bailly,C. Delenne 8th EGU General Assembly 2011, Apr 2011, Vienna, Austria. pp.1 Communication dans un congrès hal-02595497v1
Empirical versus direct sensitivity computations : Application to the shallow water equations Carole Delenne,Pascal Finaud-Guyot,Vincent Guinot,Bernard Cappelaere SimHydro 2010:Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France Communication dans un congrès hal-00519485v1
Sensitivity patterns in 1D and 2D free open channel models - consequences on calibration and validation Vincent Guinot,Bernard Cappelaere,Carole Delenne SimHydro 2010: Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France Communication dans un congrès hal-04982379v1
Coupling of 1D and 2D models for river flow modelling Pascal Finaud-Guyot,Carole Delenne,Vincent Guinot SimHydro 2010 : Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France Communication dans un congrès hal-00519484v1
Objective function definition in conceptual hydrological modelling Vincent Guinot,Bernard Cappelaere,Carole Delenne,Denis Ruelland SimHydro 2010 : Hydraulic modeling and uncertainty, Jun 2010, Sofia Antipolis, France Communication dans un congrès hal-04982426v1
Direct sensitivity computation for 1D hydrodynamic modelling vs classical empirical and Monte Carlo approaches Carole Delenne,Thibaut Feret,Vincent Guinot,Bernard Cappelaere Sixth 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 hal-04982340v1
Direct sensitivity computation for the shallow water equations with discontinuous solution Carole Delenne,Vincent Guinot,Bernard Cappelaere International Workshop on Environmental Hydraulics Theoretical, Experimental and Computational Solutions (IWEH09), Oct 2009, Valence, Spain Communication dans un congrès hal-04982463v1
Performances comparison of bathymetry on rivers from various visible high resolution images J. Damis,C. Delenne,Jean-Stéphane Bailly,C. Puech EGU, Apr 2008, Vienne, Austria. pp.2 Communication dans un congrès hal-02591397v1
Vine plot detection in aerial images using Fourier analysis C. Delenne,Gilles Rabatel,V. Agurto,M. Deshayes First International Conference on Object-Based Image Analysis, Salzburg, AUT, 4-5 July 2006, 2006, Salzburg, Austria. pp.6 Communication dans un congrès hal-02587901v1
Frequency analysis for vineyard detection and characterization from airborne images C. Delenne,Sylvie Durrieu,Gilles Rabatel,M. Deshayes International Workshop on Information Optics (WIO), Jun 2006, Toledo, Spain. pp.9 Communication dans un congrès hal-02587805v1
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 spatiale C. Delenne,Sylvie Durrieu,Gilles Rabatel,M. Deshayes Colloque SAGEO, Avignon, 21-23 juin 2005, 2005, pp.13 Communication dans un congrès hal-02587575v1

Poster de conférence (8)

Comparison of an artificial neural network with a conceptual rainfall-runoff model for streamflow prediction Fadil Boodoo,Carole Delenne,Renaud Hostache,Nadia Skifa Prévision des crues et des inondations – Avancées, valorisation et perspectives, Nov 2023, Toulouse, France Poster de conférence hal-04375766v1
Comparison of a conceptual rainfall-runoff model with an artificial neural network model for streamflow prediction Fadil Boodoo,Carole Delenne,Renaud Hostache,Julien Freychet 2023 EGU General Assembly - European Geosciences Union General Assembly, May 2023, Vienna, Austria Poster de conférence hal-04093049v1
What is the role of noise and uncertainty in neural network modelling? Almost 30 years of research and applications to karst aquifer modelling and flash-floods forecasting Anne Johannet,Guillaume Artigue,Séverin Pistre,Marc Vinches,Alain Dezetteret al. HydroML Symposium, Jun 2022, Penn State, United States. 2022 Poster de conférence hal-03696112v1
GIStoSWMM: Outil de complétion automatique d'une carte au format SIG pour la modélisation hydraulique d'un réseau d'assainissement Yassine Bel-Ghaddar,Carole Delenne,Nanée Chahinian,Ahlame Begdouri,Abderrahmane Seriaiet al. JMSC-2019 : Journées de Modélisation des Surfaces Continentales, Nov 2019, Paris, France Poster de conférence hal-02492971v1
Estimation de niveaux d’eau à partir d’images satellitaires radar et de données topographiques Vita Ayoub,Renaud Hostache,Patrick Matgen,Carole Delenne JMSC-2019 : Journées de Modélisation des Surfaces Continentales, Nov 2019, Paris, France Poster de conférence hal-02492949v1
Surface waves generation by immersed granular avalanches Lhassan Amarsid,Carole Delenne,Jean-Yves Delenne,Vincent Guinot,Farhang Radjai Workshop on Numerical Modeling of Grain/Fluid Flows, Nov 2013, Lyon, France. 2013 Poster de conférence hal-01568884v1
Monitoring the spatial and temporal dynamic of annual floods in the Niger Inner Delta using MODIS satellite imagery Andrew Ogilvie,Gilles Belaud,Carole Delenne,Jean-Claude Bader,Aurélie Oleksiaket al. EGU General Assembly 2012, Apr 2012, Vienne, Austria Poster de conférence hal-01523242v1
Weak form-based objective functions in hydrology Application to a 1D transport/degradation model Carole Delenne,Vincent Guinot,Bernard Cappelaere EGU General Assembly 2011, Apr 2011, Vienna, Austria Poster de conférence hal-04385241v1

Chapitre d'ouvrage (2)

A Local Fourier Transform approach for vine plot extraction from aerial images C. Delenne,Sylvie Durrieu,Gilles Rabatel,M. Deshayes,T. Blaschkeet al. Object-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 hal-02596316v1
Bacchus&quot; Methodological approach for vineyard inventory and management. Chap.4: Textural and structural analysis Gilles Rabatel,C. Debain,Carole Delenne,M. Deshayes "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-00448964v1

HDR (1)

Propagation de la sensibilité dans les modèles hydrodynamiques. Carole Delenne Mécanique des fluides [physics.class-ph]. Montpellier II, 2014 HDR tel-01198570v1

Thèse (2)

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. Carole Delenne Interface homme-machine [cs.HC]. ENGREF (AgroParisTech), 2006. Français. ⟨NNT : ⟩ Thèse tel-00130407v1
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 géographiques C. Delenne Sciences de l'environnement. Doctorat Sciences de l'Environnement, mention télédétection, ENGREF, 2006. Français. ⟨NNT : ⟩ Thèse tel-02588684v1

Cours (1)

Hydraulique à surface libre en régime permanent Carole Delenne École d'ingénieur. France. 2020 Cours hal-03619263v1