Carole Delenne

Carole Delenne
85 %
Libre accès
115
Documents
Affiliation actuelle
  • Institut universitaire des systèmes thermiques industriels (IUSTI)
Identifiants chercheurs

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);

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Publications

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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-targuy et al.

Information Sciences, 2025, pp.122304. ⟨10.1016/j.ins.2025.122304⟩

Article dans une revue hal-05078985v1
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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
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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
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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
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From GIS to Graphical Representation for Maintaining Connectivity of Wastewater Network Elements

Omar Et-Targuy , Carole Delenne , Salem Benferhat , Ahlame Begdouri , Thanh-Nghi Do et al.

SN Computer Science, 2024, 5 (7), pp.851. ⟨10.1007/s42979-024-03174-9⟩

Article dans une revue hal-04684574v1
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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
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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
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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
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Towards a generic fusion framework for underground networks involving model-driven engineering domain

Yassine Belghaddar , Abderrahmane Seriai , Ahlame Begdouri , Carole Delenne , Nanée Chahinian et 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
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A porosity-based flood inundation modelling approach for enabling faster large scale simulations

Vita Ayoub , Carole Delenne , Marco Chini , Pascal Finaud-Guyot , David Mason et al.

Advances in Water Resources, 2022, 162, pp.104141. ⟨10.1016/j.advwatres.2022.104141⟩

Article dans une revue hal-03558847v1
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Graph Convolutional Networks: Application to Database Completion of Wastewater Networks

Yassine Belghaddar , Nanee Chahinian , Abderrahmane Seriai , Ahlame Begdouri , Reda Abdou et al.

Water, 2021, 13 (12), pp.1681. ⟨10.3390/w13121681⟩

Article dans une revue hal-03264611v1
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Automatic mapping of urban wastewater networks based on manhole cover locations

Nanée Chahinian , Carole Delenne , Benjamin Commandre , Mustapha Derras , Laurent Deruelle et al.

Computers, Environment and Urban Systems, 2019, 78, pp.101370. ⟨10.1016/j.compenvurbsys.2019.101370⟩

Article dans une revue hal-02275903v1
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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
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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
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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 Delenne et 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
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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
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Decadal monitoring of the Niger Inner Delta flood dynamics using MODIS optical data

Andrew Ogilvie , Gilles Belaud , Carole Delenne , Jean-Stéphane Bailly , Jean-Claude Bader et al.

Journal of Hydrology, 2015, 523, pp.368-383. ⟨10.1016/j.jhydrol.2015.01.036⟩

Article dans une revue hal-01196991v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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 Bailly et al.

International Journal of Remote Sensing, 2008, 29 (4), pp.1153-1167. ⟨10.1080/01431160701311259⟩

Article dans une revue hal-01196900v1

A Local Fourier Transform approach for vine plot extraction from aerial images

C. Delenne , Sylvie Durrieu , Gilles Rabatel , M. Deshayes , T. Blaschke et 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
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Bacchus" 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
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Propagation de la sensibilité dans les modèles hydrodynamiques.

Carole Delenne

Mécanique des fluides [physics.class-ph]. Montpellier II, 2014

HDR tel-01198570v1
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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
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Modélisation des hauteurs d’eau dans les plaines d’inondation avec les GNN

Fadil Boodoo , Carole Delenne , François Alberto , Joris Guérin , Renaud Hostache

Congrès Eau & Intelligence Artificielle 2026, Mar 2026, Grenoble, France

Communication dans un congrès hal-05507025v1
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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 Hostache et 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
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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
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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

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
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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
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Combining SAR imagery and topography for the automatic retrieval of floodwater depth maps

Renaud Hostache , Vita Ayoub , Marco Chini , Ramona Maria-Pelich , Patrick Matgen et al.

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, IEEETGRS, Jul 2024, Athènes, Greece

Communication dans un congrès hal-04827007v1
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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
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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
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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
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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 Delenne et al.

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States

Communication dans un congrès hal-04378319v1
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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
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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 Do et 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
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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
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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
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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)

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

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 Matgen et 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 Chini et al.

The XIth Scientific Assembly of the International Association of Hydrological Sciences (IAHS 2022), May 2022, Montpellier, France

Communication dans un congrès hal-04087380v1
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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
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SW2D-Lemon: A New Software for Upscaled Shallow Water Modeling

Joao Guilherme Caldas Steinstraesser , Carole Delenne , Vincent Guinot , Pascal Finaud-Guyot , Joseph Luis Kahn Casapia et 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
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Rapid Simulations of Large Scale Flood Inundations Using Porosity Functions

Vita Ayoub , Carole Delenne , Pascal Finaud-Guyot , David Mason , Marco Chini et 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
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Categorizing data imperfections for object matching in wastewater networks using belief theory

Omar Et-targuy , Yassine Belghaddar , Ahlame Begdouri , Nanée Chahinian , Abderrahmane Seriai et al.

AI2SD 2022 - International Conference on Advanced Intelligent Systems for Sustainable Development, May 2022, Rabat, Morocco

Communication dans un congrès hal-03895540v1

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 Casapia et al.

EGU General Assembly 2021, Apr 2021, Virtual, France. ⟨10.5194/egusphere-egu21-8212⟩

Communication dans un congrès hal-03533758v1
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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
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WEIR-P: An Information Extraction Pipeline for the Wastewater Domain

Nanée Chahinian , Thierry Bonnabaud La Bruyère , Francesca Frontini , Carole Delenne , Marin Julien et 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
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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 Pelich et al.

Contribution du spatial face aux enjeux de l'eau - SHF/CNES, Jan 2021, Online, France

Communication dans un congrès hal-03199580v1

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 Bruneau et 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 Frontini et al.

EGU General Assembly 2021, Apr 2021, Online, France. ⟨10.5194/egusphere-egu21-2708⟩

Communication dans un congrès hal-03161715v1

Assimilating satellite soil moisture and flood extent maps into a flood prediction model.

Renaud Hostache , Patrick Matgen , Peter-Jan van Leuuwen , Nancy Nichols , Marco Chini et al.

EGU General Assembly 2020, May 2020, Online / Vienna, Austria. ⟨10.5194/egusphere-egu2020-13848⟩

Communication dans un congrès hal-03108357v1
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Combining model-driven engineering and sewerage networks: towards a generic representation

Yassine Belghaddar , Abderrahmane Seriai , Ahlame Begdouri , Carole Delenne , Nanée Chahinian et 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
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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

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
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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

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 Chini et al.

Satellite inspired hydrology in an uncertain future: a H SAF and HEPEX workshop, 2019, Reading, United Kingdom

Communication dans un congrès hal-03108885v1
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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 Subsol et al.

TEMU: Télédétection pour l'Etude des Milieux Urbains, Mar 2018, Strasbourg, France

Communication dans un congrès hal-01867226v1
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Mégadonnées, données liées et fouille de données pour les réseaux d'assainissement

Thierry Bonnabaud La Bruyère , Nanée Chahinian , Carole Delenne , Laurent Deruelle , Mustapha Derras et 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
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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
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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 Commandre et al.

AGU2017 Fall Meeting, Dec 2017, New-Orleans, United States

Communication dans un congrès hal-01680121v1
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Automatic reconstruction of urban wastewater and stormwater networks based on uncertain manhole cover locations

Benjamin Commandre , Nanée Chahinian , Jean-Stéphane Bailly , Marc Chaumont , Gérard Subsol et al.

ICUD: International Conference on Urban Drainage, Sep 2017, Prague, Czech Republic. pp.2345-2352

Communication dans un congrès hal-01584776v2
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Manhole Cover Localization in Aerial Images with a Deep Learning Approach

Benjamin Commandre , Driss En-Nejjary , Lionel Pibre , Marc Chaumont , Carole Delenne et 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
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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
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How can big data be used to reduce uncertainty in stormwater modelling?

Nanée Chahinian , Anne-Laure Piat-Marchand , Sandra Bringay , Maguelonne Teisseire , Elodie Boulogne et al.

Spatial Accuracy, Jul 2016, Montpellier, France. pp.322-329

Communication dans un congrès hal-01417491v1
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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 Chancibault et al.

JURSE 2015, Joint Urban Remote Sensing Event, Mar 2015, Lausanne, Switzerland. 4p, ⟨10.1109/JURSE.2015.7120521⟩

Communication dans un congrès hal-01373941v1
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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 Delenne et 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
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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
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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
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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
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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

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

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

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
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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
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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
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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

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
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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
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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
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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
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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
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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
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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 Dezetter et 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 Seriai et 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
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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
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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 Oleksiak et al.

EGU General Assembly 2012, Apr 2012, Vienne, Austria

Poster de conférence hal-01523242v1
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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