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Anne Johannet

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Towards a better consideration of rainfall and hydrological spatial features by a deep neural network model to improve flash floods forecasting: case study on the Gardon basin, France

Bob E. Saint Fleur , Sam Allier , Emilien Lassara , Antoine Rivet , Guillaume Artigue
Modeling Earth Systems and Environment, 2023, 9, pp.3693-3708. ⟨10.1007/s40808-022-01650-w⟩
Journal articles hal-03935277v1
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A new simple statistical method for the unsupervised clustering of the hydrodynamic behavior at different boreholes. Analysis of the obtained clusters in relation to geological knowledge

Manon Erguy , Sébastien Morilhat , Guillaume Artigue , Julien Trincal , Anne Johannet
Environmental Earth Sciences, 2023, 82 (19), pp.(2023) 82:451. ⟨10.1007/s12665-023-11066-z⟩
Journal articles hal-04200590v1

L’hydrogéologie karstique : des premiers concepts aux avancées récentes

Séverin Pistre , Hervé Jourde , Anne Johannet , Michel Bakalowicz , Véronique Léonardi
Karstologia, 2022, 79, pp.61-66
Journal articles hal-03887198v1

Karst-aquifer operational turbidity forecasting by neural networks and the role of complexity in designing the model: a case study of the Yport basin in Normandy (France)

Michaël Savary , Anne Johannet , Nicolas Massei , Jean-Paul Dupont , Emmanuel Hauchard
Hydrogeology Journal, 2021, Special Issue "Five decades of advances in karst hydrogeology", ⟨10.1007/s10040-020-02277-w⟩
Journal articles hal-03105289v1
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Statistical hydrology for evaluating peatland water table sensitivity to simple environmental variables and climate changes application to the mid-latitude/altitude Frasne peatland (Jura Mountains, France)

Guillaume Bertrand , Alex Ponçot , Benjamin Pohl , Alexandre Lhosmot , Marc Steinmann
Science of the Total Environment, 2021, 754, 141931 (55 p.). ⟨10.1016/j.scitotenv.2020.141931⟩
Journal articles insu-02921354v1
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A Hydrological Digital Twin by Artificial Neural Networks for Flood Simulation in Gardon de Sainte-Croix Basin, France

Çağri Alperen İnan , Guillaume Artigue , Bedri Kurtulus , Séverin Pistre , Anne Johannet
IOP Conference Series: Earth and Environmental Science, 2021, 7th World Multidisciplinary Earth Sciences Symposium (WMESS 2021) 6th-10th September 2021, Prague, Czech Republic, 906, pp.012112. ⟨10.1088/1755-1315/906/1/012112⟩
Journal articles hal-03472284v1
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Uncertainty Estimation in Hydrogeological Forecasting with Neural Networks: Impact of Spatial Distribution of Rainfalls and Random Initialization of the Model

Nicolas Akil , Guillaume Artigue , Michaël Savary , Anne Johannet , Marc Vinches
Water, 2021, 13 (12), pp.1690. ⟨10.3390/w13121690⟩
Journal articles hal-03264934v1
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Karst modelling challenge 1: Results of hydrological modelling

Pierre-Yves Jeannin , Guillaume Artigue , Christoph Butscher , Yong Chang , Jean-Baptiste Charlier
Journal of Hydrology, 2021, 600, pp.126508. ⟨10.1016/j.jhydrol.2021.126508⟩
Journal articles hal-03265800v1
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Are surface water characteristics efficient to locate hyporheic biodiversity hotspots ?

Pierre Marmonier , Michel Creuzé Des Châtelliers , Olivier Radakovitch , Marie-José Dole-Olivier , A. Mayer
Science of the Total Environment, 2020, 738, pp.40-52. ⟨10.1016/j.scitotenv.2020.139930⟩
Journal articles hal-02867837v1

Les invertébrés aquatiques indicateurs des relations entre le karst et la rivière Exemple de la Cèze

Pierre Marmonier , Michel Creuzé Des Châtelliers , Marie-José Dole-Olivier , Anne Johannet , Jordan Ré-Bahuaud
Karstologia, 2020, 75, pp.51 à 58
Journal articles emse-03033529v1
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Building new kinds of meta-models to analyse experimentally (companion) modelling processes in the field of natural resource management

Bruno Bonté , Stefano Farolfi , Nils Ferrand , Géraldine Abrami , Mamadou Ciss Diallo
Environmental Modelling and Software, 2019, 120, pp.104486. ⟨10.1016/j.envsoft.2019.07.011⟩
Journal articles hal-02277141v1

Contribution of the surface water - groundwater interfaces to river biodiversity: example of a Mediterranean river, the Cèze River

Pierre Marmonier , Marie-José Dole-Olivier , Michel Creuzé Des Châtelliers , Herve Chapuis , Jordan Ré-Bahuaud
Physio-Géo - Géographie Physique et Environnement, 2019, 13, pp.75-90. ⟨10.4000/physio-geo.7718⟩
Journal articles hal-02329304v1

Ensemble model to enhance robustness of flash flood forecasting using an Artificial Neural Network: case-study on the Gardon Basin (south-eastern France)

T. Darras , A. Johannet , B. Vayssade , L. Kong-A-Siou , S. Pistre
Boletin Geologico y Minero, 2018, 129 (3), pp.565-578. ⟨10.21701/bolgeomin.129.3.007⟩
Journal articles hal-02087043v1
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SNO KARST: A French Network of Observatories for the Multidisciplinary Study of Critical Zone Processes in Karst Watersheds and Aquifers

Hervé Jourde , Nicolas Massei , Naomi Mazzilli , Stéphane Binet , C. Batiot-Guilhe
Vadose Zone Journal, 2018, 17 (1), ⟨10.2136/vzj2018.04.0094⟩
Journal articles hal-01966716v1

La modélisation par réseaux de neurones : une nouvelle vision de la recharge de l'aquifère du Lez (Hérault, France)

Anne Johannet , Line Kong-A-Siou , Virgile Taver , Thomas Darras , Valérie Borrell
Géologues, 2017, La cartographie et la modélisation, 193, pp.59-67
Journal articles hal-02093596v1
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Atmospheric dispersion modeling using Artificial Neural Network based cellular automata

Pierre Lauret , Frederic Heymes , Laurent Aprin , Anne Johannet
Environmental Modelling and Software, 2016, 85, pp.56-69. ⟨10.1016/j.envsoft.2016.08.001⟩
Journal articles hal-01962455v1
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Identification of spatial and temporal contributions of rainfalls to flash floods using neural network modelling: case study on the Lez basin (southern France)

T. Darras , V. Borrell Estupina , L. Kong-A-Siou , B. Vayssade , A. Johannet
Hydrology and Earth System Sciences, 2015, 19 (10), pp.4397--4410. ⟨10.5194/hess-19-4397-2015⟩
Journal articles hal-02052174v1

Neural networks for karst groundwater management: case of the Lez spring (Southern France)

Line Kong-A-Siou , Anne Johannet , Valérie Borrell Estupina , Séverin Pistre
Environmental Earth Sciences, 2015, 74 (12), pp.7617--7632. ⟨10.1007/s12665-015-4708-9⟩
Journal articles hal-02053378v1
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2D Modeling of Turbulent Flow around a Cylindrical Storage Tank by Artificial Neural Networks

Pierre Lauret , Frederic Heymes , Laurent Aprin , Anne Johannet , Pierre Slangen
Chemical Engineering Transactions, 2015, 43, pp.1621-1626. ⟨10.3303/CET1543271⟩
Journal articles hal-01962628v1

Feed-forward vs recurrent neural network models for non-stationarity modelling using data assimilation and adaptivity

V. Taver , A. Johannet , V. Borrell-Estupina , S. Pistre
Hydrological Sciences Journal, 2015, 60 (7-8), pp.1242--1265. ⟨10.1080/02626667.2014.967696⟩
Journal articles hal-02051939v1
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Neural network modeling and geochemical water analyses to understand and forecast karst and non-karst part of flash floods (case study on the Lez river, Southern France)

T. Darras , F. Raynaud , V. Borrell Estupina , L. Kong-A-Siou , S. Van-Exter
Proceedings of the International Association of Hydrological Sciences, 2015, 369, pp.43-48. ⟨10.5194/piahs-369-43-2015⟩
Journal articles hal-02140378v1

Performance and complementarity of two systemic models (reservoir and neural networks) used to simulate spring discharge and piezometry for a karst aquifer

Line Kong a Siou , Perrine Fleury , A. Johannet , Valérie Borrell , S. Pistre
Journal of Hydrology, 2014, pp.3178--3192. ⟨10.1016/j.jhydrol.2014.10.041⟩
Journal articles hal-02047991v1
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Les réseaux de neurones artificiels pour la modélisation hydrodynamique des aquifères karstiques.

A. Johannet , Virgile Taver , Line Kong a Siou , Valérie Borrell Estupina , S. Pistre
Karstologia, 2014, 60, pp.45-59. ⟨10.3406/karst.2012.2728⟩
Journal articles hal-02047988v1
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Settling of mineral aqueous suspensions. Classification and stability prediction by neural networks

Remy Vie , Anne Johannet , Nathalie Azema
Colloids and Surfaces A: Physicochemical and Engineering Aspects, 2014, 459, pp.202-210. ⟨10.1016/j.colsurfa.2014.07.005⟩
Journal articles hal-02914345v1
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Atmospheric Turbulent Dispersion Modeling Methods using Machine learning Tools

Pierre Lauret , Frederic Heymes , Laurent Aprin , Anne Johannet , Gilles Dusserre
Chemical Engineering Transactions, 2014, ⟨10.3303/cet1436087⟩
Journal articles hal-01962597v1

Crues, partie I : Rôle du karst dans les crues du fleuve Lez

Perrine Fleury , Valérie Borrell Estupina , Line Kong-A-Siou , Anne Johannet , Thomas Darras
Karstologia, 2013, 62, pp.41-48
Journal articles hal-03284835v1

KnoX method, or Knowledge eXtraction from neural network model. Case study on the Lez karst aquifer (southern France)

Line Kong-A-Siou , Kévin Cros , Anne Johannet , Valérie Borrell-Estupina , Séverin Pistre
Journal of Hydrology, 2013, 507, pp.19-32. ⟨10.1016/j.jhydrol.2013.10.011⟩
Journal articles hal-02410268v1

Flood part I : Karst contribution to Lez floods

Perrine Fleury , Valérie Borrell Estupina , Line Kong a Siou , Anne Johannet , Thomas Darras
Karstologia, 2013, 62, pp.41-48
Journal articles hal-02914567v1

Near Field Atmospheric Dispersion Modeling on an Industrial Site Using Neural Networks

Pierre Lauret , Frederic Heymes , Laurent Aprin , Anne Johannet , Gilles Dusserre
Chemical Engineering Transactions, 2013, 31, pp.151-156. ⟨10.3303/CET1331026⟩
Journal articles hal-04169384v1

Optimization of the generalization capability for rainfall–runoff modeling by neural networks: the case of the Lez aquifer (southern France)

Line Kong a Siou , Anne Johannet , Borrell Estupina Valérie , Séverin Pistre
Environmental Earth Sciences, 2012, 65 (8), pp.2365-2375. ⟨10.1007/s12665-011-1450-9⟩
Journal articles hal-02410326v1
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Flash flood forecasting in poorly gauged basins using neural networks: case study of the Gardon de Mialet basin (southern France)

Guillaume Artigue , A. Johannet , V Borrell , S. Pistre
Natural Hazards and Earth System Sciences, 2012, 12, pp.3307 - 3324. ⟨10.5194/nhess-12-3307-2012⟩
Journal articles hal-02365588v1
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Rainfall-runoff modeling of flash floods in the absence of rainfall forecasts: the case of “Cévenol flash floods”

Mohamed Toukourou , Anne Johannet , Gérard Dreyfus , Pierre-Alain Ayral
Applied Intelligence, 2011, 35 (2), pp.178-189. ⟨10.1007/s10489-010-0210-y⟩
Journal articles hal-02915460v1
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Determination of the characteristics of agglomerates in aqueous suspensions using nonlinear optimization

J. Bongono , N. Azema , A. Johannet , P. Gaudon
Powder Technology, 2011, 208 (2), pp.271-278. ⟨10.1016/j.powtec.2010.08.016⟩
Journal articles hal-02949486v1
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Complexity selection of a neural network model for karst flood forecasting: The case of the Lez Basin (southern France)

Line Kong a Siou , Anne Johannet , Valérie Borrell , Séverin Pistre
Journal of Hydrology, 2011, 403 (3-4), pp.367-380. ⟨10.1016/j.jhydrol.2011.04.015⟩
Journal articles hal-00656598v1

Neural Networks: From Black Box towards Transparent Box Application to Evapotranspiration Modeling

Anne Johannet , Bernard Vayssade , D. Bertin
International Journal of Computational Intelligence, 2008, 4 (3), pp.163-170
Journal articles hal-03363793v1
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Specification and Implementation of Digital Hopfield-Type Associative Memory with On-Chip Training

Anne Johannet , L. Personnaz , G. Dreyfus , Jean-Dominique Gascuel , M. Weinfeld
IEEE Transactions on Neural Networks, 1992, 3 (4), pp.529-539. ⟨10.1109/72.143369⟩
Journal articles hal-00700043v1

Modélisation des hydrosystèmes complexes par machine learning : illustrations sur la prévision des extrêmes hydrologiques (crues, étiages)

Anne Johannet , Séverin Pistre , Octavian Dobricean
Séminaire LIRMM - Gestion Intégrée des Ressources en Eau : Sciences Technologies Numériques, Jun 2023, Montpellier, France
Conference papers hal-04139651v1

Underground air circulation modelling of the St-Marcel Cave (Ardèche, France) to adapt the opening system of the cave entrance to optimal habitat conditions for bats

Elsa Berthomé , Laureline Bonnet , Claire Escourrou , Laurent Aprin , Judicaël Arnaud
18th International Congress of Speleology - Savoie Mont Blanc 2022, Jul 2022, Le Bourget-du-Lac, France
Conference papers hal-03864930v1
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Problem of hydrological metrology of low streams and impact on the estimation of water resources

Pierre-Alain Ayral , Jean-Marc Domergue , Nadine Grard , Anne Johannet , Didier Josselin
Climate Change & Water, May 2022, Tours, France
Conference papers hal-03917686v1

Towards a flash flood forecasting model for local crisis managers

Salma Sadkou , Guillaume Artigue , Pierre-Alain Ayral , Séverin Pistre , Sophie Sauvagnargues
AISH 2022 - XIème Assemblée Scientifique de l’Association Internationale des Sciences Hydrologiques, May 2022, Montpellier, France
Conference papers hal-03707341v1

Application of statistical approaches to piezometry to improve the understanding of the karst aquifer hydrodynamic behavior at the Cadarache CEA center (France)

Manon Erguy , Sébastien Morilhat , Guillaume Artigue , Julien Trincal , Anne Johannet
Eurokarst 2022 - 3rd European Conference on Karst Hydrogeology and Carbonate Reservoirs, Jun 2022, Malaga, Spain. ⟨10.1007/978-3-031-16879-6_10⟩
Conference papers hal-03715042v1

Towards a better consideration of hydro-meteorological information for flash flood crisis management through machine learning models

Salma Sadkou , Guillaume Artigue , Noémie Fréalle , Pierre-Alain Ayral , Séverin Pistre
MedGU-22 - Mediterranean Geosciences Union Annual Meeting, Nov 2022, Marrakech, Morocco
Conference papers hal-04209882v1

Hydrogeological Behaviour Characterization of the Foussoubie Karst Network using Statistical Approaches

Manon Erguy , Judicaël Arnaud , Anne Johannet , Séverin Pistre , Didier Cailhol
18th International Congress of Speleology - Savoie Mont Blanc 2022, Jul 2022, Le Bourget-du-Lac, France
Conference papers hal-03466605v1

Monitoring of Mescla karst spring in the French Southern Alps. A rare case of stratified waters out of coastal areas

Philippe Audra , Anne Johannet
28th International Karstological School "Classical karst", Jun 2021, Postojna, Slovenia
Conference papers hal-03272374v1

Monitoring of Mescla karst spring French Southern Alps : a rare case of stratified waters out of coastal areas

Philippe Audra , Anne Johannet
28th International Karstological School "Classical karst", Jun 2021, Postojna, Slovenia
Conference papers hal-03285017v1

Looking for feedback loops in the critical zone

Christophe Peugeot , Valentin Wendling , Manuela Grippa , Abdramane Ba , Stéphane Binet
1st OZCAR-TERENO International Conference, Oct 2021, Strasbourg, France
Conference papers hal-03412245v1

OHM-CV et SA RIVCEV. Convergence dans un espace commun : les trois rivières cévenoles.

Anne Johannet , Brice Boudevillain , Philippe Martin , Guy Delrieu , Frédéric Paran
Regards croisés sur les rivières cévenoles - Journée d'échanges autour du site atelier des rivières cévenoles, Oct 2020, En ligne, France
Conference papers hal-03127164v1
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Knowledge Extraction (KnoX) in Deep Learning: Application to the Gardon de Mialet Flash Floods Modelling

Bob E. Saint Fleur , Guillaume Artigue , Anne Johannet , Séverin Pistre
ITISE 2019 - International Conference on Time Series and Forecasting, Sep 2019, Granada, Spain
Conference papers hal-02462501v1

Spatial analysis of hydraulic conductivity for slope deposits at catchment scale in Northern Tuscany, Italy

Michele Pio Papasidero , Leonardo Disperati , Marc Vinches , Pierre-Alain Ayral , Anne Johannet
GIT 2019 - XIV Convegno Nazionale della Sezione ''GIT-Geosciences and Information Technologies'', Jun 2019, Melfi, Italy
Conference papers hal-02510944v1
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Quantification of Neural Network Uncertainties on the Hydrogeological Predictions by Probability Density Functions

Nicolas Akil , Guillaume Artigue , Michael Savary , Anne Johannet , Marc Vinches
WMESS 2019 - 5th World Multidisciplinary Earth Sciences Symposium, Sep 2019, Prague, Czech Republic. ⟨10.1088/1755-1315/362/1/012112⟩
Conference papers hal-02366200v1

Spatial analysis of hydraulic conductivity for slope deposits at catchment scale in Northern Tuscany, Italy

Michele Pio Papasidero , Leonardo Disperati , Marc Vinches , Pierre-Alain Ayral , Anne Johannet
EGU General Assembly 2019, Apr 2019, Vienne, Austria
Conference papers hal-02510937v1

Influence of the Complexity Selection Method on Multilayer Perceptron Properties Case Study on Environmental Data

Anne Johannet , Thomas Darras , Dominique Bertin Geonosis
2018 IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENTAL ENGINEERING (EE), Mar 2018, Milan, Italy. ⟨10.1109/EE1.2018.8385256⟩
Conference papers hal-02914623v1

Taking profit of statistical modelling by neural networks: how to deal with vigilance levels prediction for flash flooding. Case study on Lez Basin (South eastern France).

Thomas Darras , Anne Johannet , Séverin Pistre
EGU 16th Plinius conference on Mediterranean risks, Oct 2018, Montpellier, France
Conference papers hal-03311582v1

The Graduate School WATERS - WATer, Ecosystems, Resources in Societies – in Montpellier

Valérie Borrell Estupina , Marc Bouvy , Patrice Garin , Thierry Derieux , Gilles Belaud
IAHS Scientific Assembly 2017, Jul 2017, Port Elizabeth, South Africa
Conference papers hal-02107186v1

The October 2015 flash floods in south-eastern France: discharge estimations and comparison with other flash-floods documented in the Hymex project

Olivier Payrastre , Laurent Lebouc , Pierre Alain Ayral , Pascal Brunet , Guy Delrieu
EGU2016, European Geosciences Union, Apr 2016, VIENNE, Austria. 1p
Conference papers hal-01768365v1

Karst flash flood forecasting using recurrent and non-recurrent artificial neural network models: the case of the Lez Basin (southern France)

Thomas Darras , Line Kong a Siou , Bernard Vayssade , Anne Johannet , Séverin Pistre
EuroKarst 2016, Sep 2016, Neuchatel, Switzerland
Conference papers hal-02127746v1

Towards a neural networks-based prediction tool devoted to low water-levels forecasting. Case study on the Méjannes-le-Clap karst aquifer (France)

Adrien Coutouis , A. Johannet , Séverin Pistre , P.A. Ayral , Laurent Cadilhac
8th International Congress on Environmental Modelling and Software (iEMSs), Jul 2016, Toulouse, France
Conference papers hal-02127821v1

Design of a recurrent rainfall-water level model for water management. Application to the karst Plateau of Méjannes-le-Clap (South-eastern France).

Adrien Coutouis , Anne Johannet , Séverin Pistre , Pierre-Alain Ayral , Laurent Cadilhac
43rd IAH International Congress “Groundwater and society : 60 years of IAH”, Sep 2016, Montpellier, France
Conference papers hal-02125669v1

Ensemble model to enhance robustness of flash flood forecasting using an Artificial Neural Network: case-study on the Gardon Basin (south-eastern France)

T. Darras , A. Johannet , B. Vayssade , L. Kong-A-Siou , S. Pistre
ITISE 2016 (International work-conference on Time Series), Jun 2016, Grenade, Spain
Conference papers hal-02128571v1
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Neural networks-based operational prototype for flash flood forecasting: application to Liane flash floods (France)

Dominique Bertin , Anne Johannet , Nathalie Gaffet , Frédéric Lenne
FLOODrisk 2016 - 3rd European Conference on Flood Risk Management, Oct 2016, Lyon, France. ⟨10.1051/e3sconf/20160718025⟩
Conference papers hal-02930659v1

Operational Turbidity Forecast Using Both Recurrent and Feed-Forward Based Multilayer Perceptrons

Michael Savary , Anne Johannet , Nicolas Massei , Jean-Paul Dupont , Emmanuel Hauchard
ADVANCES IN TIME SERIES ANALYSIS AND FORECASTING, Jun 2016, Grenade, Spain. pp.243-256, ⟨10.1007/978-3-319-55789-2_17⟩
Conference papers hal-02914632v1

Comparison between inverse modelling and data assimilation to estimate rainfall from runoff using the multilayer perceptron

Anne Johannet , Virgile Taver , Marc Vinches , Valérie Borrell Estupina , Séverin Pistre
2015 International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. pp.1-8, ⟨10.1109/IJCNN.2015.7280427⟩
Conference papers hal-02140338v1

Ressources en eau à l’échelle des bassins versants

Didier Graillot , Nicolas Flipo , A. Johannet
NULL, 2014, Paris, France
Conference papers hal-01787396v1

Intégration de l’estimation de l’humidité du bassin dans la prévision des crues éclair par apprentissage statistique

T. Darras , Anne Johannet , B. Vayssade , Line Kong a Siou , Séverin Pistre
Colloque E3D, Jun 2014, Alès, France
Conference papers hal-02089960v1

Influence of the Initialization ofMultilayer Perceptron for Flash FloodForecasting: Design of a Robust Model

Thomas Darras , Anne Johannet , Bernard Vayssade , Line Kong a Siou , Séverin Pistre
International Work-Conference on Time Series Analysis, Jun 2014, Grenade, Spain
Conference papers hal-02088935v1

Modélisation hydrodynamique d’un hydrosystème karstique par réseaux de neurones : contraindre le modèle pour améliorer ses performances.

V. Taver , Anne Johannet , Séverin Pistre , Valérie Borrell Estupina , Marc Vinches
Colloque E3D 2014, Jun 2014, Alès, France
Conference papers hal-02094380v1

Neural networks for karst spring management. Case of the Lez spring (Southern France)

Line Kong a Siou , Valérie Borrell , Anne Johannet , Séverin Pistre
5ème International Symposium on Karst, Oct 2014, Malaga, Spain
Conference papers hal-02091048v1

Flash flood forecasting using Support Vector Regression: An event clustering based approach

Khaled Boukharouba , Pierre Roussel , Gerard Dreyfus , Anne Johannet
2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2013, Southampton, United Kingdom. pp.1-6, ⟨10.1109/MLSP.2013.6661958⟩
Conference papers hal-04169332v1
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CYBema / retour sur la mise en place d'un extranet pédagogique

Jean-Paul Veuillez , Claude Ghilardi , Anne Johannet , Max Nemoz-Gaillard , Gérard Saussac
Technologies de l'Information et de la Connaissance dans l'Enseignement Supérieur et l'Industrie, Oct 2004, Compiègne, France. pp.476-481
Conference papers edutice-00000742v1
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Monitoring global changes and water management strategies in Mediterranean mountain environments: hydro-socio-eco-meteorological observations in the Cévennes Mountains (Southeast France)

Valentin Wendling , Pierre-Alain Ayral , Juliette Cerceau , Judicaël Arnaud , Guillaume Artigue
2nd TERENO-OZCAR Conference, Sep 2023, Bonn, Germany. 2023
Conference poster hal-04285490v1
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Labcom Hydr.IA: a joint Company-Academic laboratory to develop new flood forecasting services. Case Study on the Nîmes Flash-Floods (Southeastern France)

Romane Berthelin , Peniel Adounkpe , Guillaume Artigue , Nanée Chahinian , A. Dezetter
AGU 2023, Dec 2023, San Francisco, United States. 2023
Conference poster hal-04343943v1
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Coupling numerical approaches for a deeper assessment of karst groundwater vulnerability

Vianney Sivelle , Hervé Jourde , Pierre Fischer , Yohann Cousquer , Mohammed Aliouache
Eurokarst 2022 - 3rd European Conference on Karst Hydrogeology and Carbonate Reservoirs, Jun 2022, Malaga, Spain. , 2022
Conference poster hal-03715038v1

Long term monitoring of a Mediterranean karst system used for water supply. Implication for the characterization and modelling of its dynamics. Case of the Lez karst system (MEDYCYSS Observatory)

Christelle Batiot-Guilhe , Aubin Alliès , Guillaume Artigue , Pierre-Alain Ayral , Vincent Bailly-Comte
Eurokarst 2022 - 3rd European Conference on Karst Hydrogeology and Carbonate Reservoirs, Jun 2022, Malaga, Spain. , 2022
Conference poster hal-03715027v1
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Neural network flash flood forecasting : generalizing to ungauged basins

Guillaume Artigue , Anne Johannet , Valérie Borell-Estupina , Séverin Pistre
EGU General Assembly 2019, Apr 2019, Vienne, Austria. EGU General Assembly 2019, 2019
Conference poster hal-02510794v1

Modeling of Groundwater Level Using Artificial Neural Network Algorithm and WA-SVR Model

Shishir Gaur , Anne Johannet , Didier Graillot , Padam Jee Omar
Groundwater Resources Development and Planning in the Semi-Arid Region, Springer, pp.129-150, 2021, 978-3-030-68123-4. ⟨10.1007/978-3-030-68124-1_7⟩
Book sections emse-03244604v1
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Deep Multilayer Perceptron for Knowledge Extraction: Understanding the Gardon de Mialet Flash Floods Modeling

Bob E. Saint Fleur , Guillaume Artigue , Anne Johannet , Séverin Pistre
Theory and Applications of Time Series Analysis - Selected Contributions from ITISE 2019, Springer International Publishing, pp.333-348, 2020, Contributions to Statistics, 978-3-030-56219-9. ⟨10.1007/978-3-030-56219-9_22⟩
Book sections hal-03411377v1

Limits in Using Multiresolution Analysis to Forecast Turbidity by Neural Networks. Case Study on the Yport Basin, Normandie-France

Michaël Savary , Anne Johannet , Nicolas Massei , Jean Paul Dupont , Emmanuel Hauchard
Eurokarst 2018, Besançon, pp.129-135, 2020, 978-3-030-14015-1. ⟨10.1007/978-3-030-14015-1_15⟩
Book sections hal-03137673v1

Neural Networks Model as Transparent Box: Toward Extraction of Proxies to Better Assess Karst/River Interactions (Coulazou Catchment, South of France)

L. Kong-A-Siou , H. Jourde , Anne Johannet
Hydrogeological and Environmental Investigations in Karst Systems, Springer Berlin Heidelberg, pp.353-360, 2015, ⟨10.1007/978-3-642-17435-3_40⟩
Book sections hal-03579436v1

Neural Networks for Karst Spring Management. Case of the Lez Spring (Southern France)

L. Kong-A-Siou , V. Borrell-Estupina , A. Johannet , Séverin Pistre
Hydrogeological and Environmental Investigations in Karst Systems, Springer Berlin Heidelberg, pp.361-369, 2015, ⟨10.1007/978-3-642-17435-3_41⟩
Book sections hal-02410300v1
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The MEDYCYSS observatory, a Multi scalE observatory of flooD dYnamiCs and hYdrodynamicS in karSt (Mediterranean border Southern France)

Hervé Jourde , Christelle Batiot-Guilhe , Vincent Bailly-Comte , Cristina Bicalho , Mathieu Blanc
Nicolaos Lambrakis; George Stournaras; Konstantina Katsanou. Advances in the Research of Aquatic Environment, 1, Springer, pp.551-560, 2011, Environmental Earth Sciences, 978-3-642-19902-8. ⟨10.1007/978-3-642-19902-8_65⟩
Book sections hal-01844069v1
Image document

Flash Floods Forecasting in a Karstic Basin Using Neural Networks: the Case of the Lez Basin (South of France)

L. Kong a Siou , A. Johannet , Séverin Pistre , V. Borrell
Bartolomé Andreo; Francisco Carrasco; Juan José Durán; James W. LaMoreaux. Advances in research in karst media, Springer, pp.215-221, 2010, Environmental Earth Sciences, 978-3-642-12485-3. ⟨10.1007/978-3-642-12486-0_33⟩
Book sections hal-02410504v1

Flash Flood Forecasting by Statistical Learning in the Absence of Rainfall Forecast: A Case Study

Mohamed Samir Toukourou , Anne Johannet , Gérard Dreyfus
Engineering Applications of Neural Networks, 43, Springer Berlin Heidelberg, pp.98-107, 2009, Communications in Computer and Information Science, 978-3-642-03969-0. ⟨10.1007/978-3-642-03969-0_10⟩
Book sections hal-04477147v1
Image document

Modelling non Measurable Processes by Neural Networks: Forecasting Underground Flow Case Study of the Céze Basin (Gard - France)

A. Johannet , P.A. Ayral , B. Vayssade
Advances and Innovations in Systems, Computing Sciences and Software Engineering, Springer Netherlands, pp.53-58, 2007, 978-1-4020-6264-3. ⟨10.1007/978-1-4020-6264-3_10⟩
Book sections hal-02927928v1