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Julien DELOFFRE

8
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Publications

nico-massei

Use of long short-term memory network (LSTM) in the reconstruction of missing water level data in the River Seine

Imad Janbain , Julien Deloffre , Abderrahim Jardani , Minh Tan Vu , Nicolas Massei
Hydrological Sciences Journal, 2023, 68 (10), pp.1372-1390. ⟨10.1080/02626667.2023.2221791⟩
Article dans une revue hal-04290102v1

Long-run forecasting surface and groundwater dynamics from intermittent observation data: An evaluation for 50 years

M.T. Vu , Abderrahim Jardani , Nicolas Massei , Julien Deloffre , Matthieu Fournier
Science of the Total Environment, 2023, 880, pp.163338. ⟨10.1016/j.scitotenv.2023.163338⟩
Article dans une revue hal-04419194v1

Multi-timescale dynamics of extreme river flood and storm surge interactions in relation with large-scale atmospheric circulation: Case of the Seine estuary

Imen Turki , Julien Deloffre , N. Lecoq , R. Gilbert , E. T. Mendoza
Estuarine, Coastal and Shelf Science, 2023, 287, ⟨10.1016/j.ecss.2023.108349⟩
Article dans une revue hal-04290104v1
Image document

Deep Learning Approaches for Numerical Modeling and Historical Reconstruction of Water Quality Parameters in Lower Seine

Imad Janbain , Abderrahim Jardani , Julien Deloffre , Nicolas Massei
Water, 2023, 15 (9), ⟨10.3390/w15091773⟩
Article dans une revue hal-04290097v1

Links between NAO fluctuations and inter-annual variability of winter-months precipitation in the Seine River watershed (north-western France)

Nicolas Fritier , Nicolas Massei , Benoît B. Laignel , Alain Durand , Bastien Dieppois
Comptes Rendus Géoscience, 2012, 344 (8), pp.396 - 405. ⟨10.1016/j.crte.2012.07.004⟩
Article dans une revue hal-01780299v1

A wavelet approach to the short-term to pluri-decennal variability of streamflow in the Mississippi river basin from 1934 to 1998

Nicolas Massei , Benoît B. Laignel , J. Rosero , A. Motelay-Massei , Julien Deloffre
International Journal of Climatology, 2010, pp.10.1002/joc.1995. ⟨10.1002/joc.1995⟩
Article dans une revue hal-00491018v1

Long-term hydrological changes of the Seine River flow (France) and their relation to the North Atlantic Oscillation over the period 1950-2008

Nicolas Massei , Benoît B. Laignel , Julien Deloffre , J. Mesquita , A. Motelay
International Journal of Climatology, 2010, 30 (14), pp.2146-2154. ⟨10.1002/joc.2022⟩
Article dans une revue hal-00734862v1
Image document

Investigating possible links between the North Atlantic Oscillation 3 and rainfall variability in northwestern France 4 over the past 35 years

Nicolas Massei , A. Durand , Julien Deloffre , Jean-Paul Dupont , D. Valdes
Journal of Geophysical Research, 2007, 112, pp.1-10. ⟨10.1029/2005JD007000⟩
Article dans une revue hal-00202914v1