Articles | Volume 369
11 Jun 2015
 | 11 Jun 2015

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, B. Vayssade, A. Johannet, and S. Pistre

Related authors

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, and S. Pistre
Hydrol. Earth Syst. Sci., 19, 4397–4410,,, 2015
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Cited articles

Bailly-Comte, V., Borrell-Estupina, V., Jourde, H., and Pistre, S.: A conceptual semidistributed model of the Coulazou River as a tool for assessing surface water-karst groundwater interactions during flood in Mediterranean ephemeral rivers, Water Resour. Res., 48, W09534,, 2012.
Bérard, P.: Alimentation en eau de la ville de Montpellier. Captage de la source du Lez étude des relations entre la source et son réservoir aquifère. Rapport no 2: Détermination des unités hydrogéologiques, BRGM Montpellier, 1983.
Borga, M., Anagnostou, E. N., Blöschl, G., and Creutin, J.-D.: Flash flood forecasting, warning and risk management: the HYDRATE project, Environ. Sci. Policy, 14, 834–844,, 2011.
Caetano Bicalho, C.: Hydrochemical characterization of transfers in karst aquifers by natural and anthropogenic tracers. Example of a Mediterranean karst system, the Lez karst aquifer (Southern France), PhD thesis, AgroParisTech, 2 December, available at: 2010.
Coustau, M., Bouvier, C., Borrell-Estupina, V., and Jourde, H.: Flood modelling with a distributed event-based parsimonious rainfall-runoff model: case of the karstic Lez river catchment, Nat. Hazards Earth Syst. Sci., 12, 1119–1133,, 2012.