Les Publications

Articles de revue

4 septembre 2021

Karst modelling challenge 1: Results of hydrological modelling

Pierre-Yves Jeannin, Guillaume Artigue, Christoph Butscher, Yong Chang, Jean-Baptiste Charlier, et al.

Journal of Hydrology, Elsevier, 2021, 600, pp.126508.

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28 avril 2021

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, MDPI, 2021, 13 (12), pp.1690

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1 janvier 2021

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, Springer Verlag, 2021, Special Issue « Five decades of advances in karst hydrogeology »

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1 septembre 2018

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

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1 juin 2017

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, et al.

Géologues, Société Géologique de France, 2017, La cartographie et la modélisation, pp.59-67

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30 octobre 2015

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, et al.

Hydrology and Earth System Sciences, European Geosciences Union, 2015, 19 (10), pp.4397–4410

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EGU

15 juillet 2015

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, Springer, 2015, 74 (12), pp.7617–7632.

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11 juin 2015

Neural network modeling and geochemical wateranalyses to understand and forecast karst and non-karstpart of flash floods (case study on theLezriver,Southern France)

T. Darras, F. Raynaud, V. Borrell Estupina, L. Kong-A-Siou, S. Van-Exter, et al.

Proceedings of the International Association of Hydrological Sciences, Copernicus Publications, 2015, 369, pp.43-48.

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9 juin 2015

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, Taylor & Francis, 2015, 60 (7-8), pp.1242–1265.

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27 novembre 2014

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, et al.

Journal of Hydrology, Elsevier, 2014, pp.3178–3192.

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