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Séverin Pistre

14

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anne-johannet

guillaume-artigue

	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⟩ Article dans une revue hal-03935277v1
	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⟩ Article dans une revue 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 Article dans une revue hal-03887198v1
	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⟩ Article dans une revue hal-03472284v1
	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⟩ Article dans une revue hal-02365588v1

	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 Communication dans un congrès 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⟩ Communication dans un congrès 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 Communication dans un congrès hal-04209882v1
	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-02462501v1

	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 Poster de conférence hal-04343943v1
	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 Poster de conférence hal-03715027v1
	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 Poster de conférence hal-03715038v1
	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 Poster de conférence hal-02510794v1

	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⟩ Chapitre d'ouvrage hal-03411377v1