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Setting up a monitoring network to characterize the hydrological functioning regimes the Saint-André-de-Cruzières karst system (south France)
Valentin Wendling
,
Judicaël Arnaud
,
Anne Johannet
,
Lina Fabre
,
Yves Perrette
et al.
Eurokarst 2024, Jun 2024, Rome, Italy
Communication dans un congrès
hal-04625819
v1
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Performance and intercomparison of two hydrogeological models (semi-physical and neural networks) to forecast groundwater floods of a fractured karst aquifer. Case study of the Cadarache site of the French Alternative Energies and Atomic Energy center
Manon Erguy
,
Sébastien Morilhat
,
Guillaume Artigue
,
Julien Trincal
,
Anne Johannet
et al.
Eurokarst 2024, Jun 2024, Rome, Italy
Communication dans un congrès
hal-04625599
v1
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Flash flood and vigilance forecasting of a complex, anthropogenic karst hydrosystem using neural networks. Application to the Las coastal river at Toulon (South-East France)
Peniel Adounkpe
,
Romane Berthelin
,
Valentin Wendling
,
Guillaume Artigue
,
A. Dezetter
et al.
Eurokarst 2024, Jun 2024, Rome, Italy
Communication dans un congrès
hal-04625529
v1
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Toward 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
et al.
Communication dans un congrès
hal-04592621
v1
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|
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
et al.
MedGU-22 - Mediterranean Geosciences Union Annual Meeting, Nov 2022, Marrakech, Morocco
Communication dans un congrès
hal-04209882
v1
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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
Communication dans un congrès
hal-04139651
v1
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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
et al.
Communication dans un congrès
hal-03715042
v1
|
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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
Communication dans un congrès
hal-03917686
v1
|
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Towards a flash flood forecasting model for local crisis managers
Salma Sadkou
,
Guillaume Artigue
,
Pierre-Alain Ayral
,
Séverin Pistre
,
Sophie Sauvagnargues
et al.
AISH 2022 - XIème Assemblée Scientifique de l’Association Internationale des Sciences Hydrologiques, May 2022, Montpellier, France. ⟨10.5194/iahs2022-379⟩
Communication dans un congrès
hal-03707341
v1
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Généraliser les connaissances locales pour informer les approches globales : leçons de recherches de la Zone Atelier du Bassin du Rhône.
Nicolas Lamouroux
,
Maria Alp
,
Olivier Barreteau
,
Carole Barthelemy
,
Benoit Camenen
et al.
I.S.RIVERS 2022, GRAIE; ZABR, Jul 2022, Lyon, France
Communication dans un congrès
hal-04870543
v1
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Looking for feedback loops in the critical zone
Christophe Peugeot
,
Valentin Wendling
,
Manuela Grippa
,
Abdramane Ba
,
Stéphane Binet
et al.
1. OZCAR-TERENO International Conference, Oct 2021, Strasbourg, France
Communication dans un congrès
hal-03412245
v1
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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
Communication dans un congrès
hal-03272374
v1
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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
Communication dans un congrès
hal-03285017
v1
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Hydrogeological Behaviour Characterization of the Foussoubie Karst Network using Statistical Approaches
Manon Erguy
,
Judicaël Arnaud
,
Anne Johannet
,
Séverin Pistre
,
Didier Cailhol
et al.
18th International Congress of Speleology - Savoie Mont Blanc 2022, Jul 2022, Le Bourget-du-Lac, France
Communication dans un congrès
hal-03466605
v1
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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
et al.
18th International Congress of Speleology - Savoie Mont Blanc 2022, Jul 2022, Le Bourget-du-Lac, France
Communication dans un congrès
hal-03864930
v1
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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
Communication dans un congrès
hal-03127164
v1
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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
Communication dans un congrès
hal-02510937
v1
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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
Communication dans un congrès
hal-02462501
v1
|
|
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
Communication dans un congrès
hal-02510944
v1
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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
Communication dans un congrès
hal-02366200
v1
|
|
Influence of the Complexity Selection Method on Multilayer Perceptron Properties Case Study on Environmental Data
Anne Johannet
,
Thomas Darras
,
Dominique Bertin Geonosis
Communication dans un congrès
hal-02914623
v1
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|
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
Communication dans un congrès
hal-03311582
v1
|
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Operational Turbidity Forecast Using Both Recurrent and Feed-Forward Based Multilayer Perceptrons
Michael Savary
,
Anne Johannet
,
Nicolas Massei
,
Jean-Paul Dupont
,
Emmanuel Hauchard
Communication dans un congrès
hal-02914632
v1
|
|
The Graduate School WATERS - WATer, Ecosystems, Resources in Societies – in Montpellier
Valérie Borrell Estupina
,
Marc Bouvy
,
Patrice Garin
,
Thierry Derieux
,
Gilles Belaud
et al.
IAHS Scientific Assembly 2017, Jul 2017, Port Elizabeth, South Africa
Communication dans un congrès
hal-02107186
v1
|
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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
Communication dans un congrès
hal-02128571
v1
|
|
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
Communication dans un congrès
hal-02127821
v1
|
|
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
Communication dans un congrès
hal-02127746
v1
|
|
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
et al.
EGU2016, European Geosciences Union, Apr 2016, VIENNE, Austria. 1p
Communication dans un congrès
hal-01768365
v1
|
|
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
Communication dans un congrès
hal-02125669
v1
|
|
Neural networks-based operational prototype for flash flood forecasting: application to Liane flash floods (France)
Dominique Bertin
,
Anne Johannet
,
Nathalie Gaffet
,
Frédéric Lenne
Communication dans un congrès
hal-02930659
v1
|
|
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
et al.
Communication dans un congrès
hal-02140338
v1
|
|
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
Communication dans un congrès
hal-02091048
v1
|
|
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
Communication dans un congrès
hal-02089960
v1
|
|
Ressources en eau à l’échelle des bassins versants
Didier Graillot
,
Nicolas Flipo
,
A. Johannet
NULL, 2014, Paris, France
Communication dans un congrès
hal-01787396
v1
|
|
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
Communication dans un congrès
hal-02088935
v1
|
|
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
Communication dans un congrès
hal-02094380
v1
|
|
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⟩
Communication dans un congrès
hal-04169332
v1
|
|
Prediction of spring discharge by neural networks using orthogonal wavelet decomposition
Anne Johannet
,
Line Kong a Siou
,
Alain Mangin
,
Valérie Borrell Estupina
,
Séverin Pistre
et al.
2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane), Jun 2012, Brisbane, Australia. pp.1-8, ⟨10.1109/IJCNN.2012.6252620⟩
Communication dans un congrès
hal-04662914
v1
|
|
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
Communication dans un congrès
edutice-00000742
v1
|
|
Subterranean Water Infiltration Modelling by Neural Networks: Use of Water Source Flow
Anne Johannet
,
A. Mangin
,
D. d'Hulst
ICANN'94, May 1994, Sorento, Italy
Communication dans un congrès
hal-05028400
v1
|