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ORCIDBertrand Chapron
- > Home > Persons > Bertrand Chapron
Publications
- 2023
[j84]Said Ouala
, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework. Mach. Learn. Sci. Technol. 4(2): 25018 (2023)- [j81]Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron:
On Surface Waves Generated by Extra-Tropical Cyclones - Part I: Multi-Satellite Measurements. Remote. Sens. 15(7): 1940 (2023) - [j80]Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron:
On Surface Waves Generated by Extra-Tropical Cyclones - Part II: Simulations. Remote. Sens. 15(9): 2377 (2023) - [j78]Sylvain Lucas, Johnny A. Johannessen, Mathilde Cancet, Lasse H. Pettersson, Igor Esau, Jonathan W. Rheinlænder, Fabrice Ardhuin, Bertrand Chapron, Anton A. Korosov, Fabrice Collard, Sylvain Herlédan, Einar Olason, Ramiro Ferrari, Ergane Fouchet, Craig Donlon:
Knowledge Gaps and Impact of Future Satellite Missions to Facilitate Monitoring of Changes in the Arctic Ocean. Remote. Sens. 15(11): 2852 (2023) - [i10]Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems. CoRR abs/2311.10665 (2023) - 2022
- [j70]Maria Yurovskaya, Vladimir N. Kudryavtsev, Alexey S. Mironov, Alexis Mouche, Fabrice Collard, Bertrand Chapron:
Surface Wave Developments under Tropical Cyclone Goni (2020): Multi-Satellite Observations and Parametric Model Comparisons. Remote. Sens. 14(9): 2032 (2022) - [i9]Said Ouala, Steven L. Brunton, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning. CoRR abs/2202.05750 (2022) - 2021
- [c65]Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier:
End-to-End Kalman Filter for the Reconstruction of Sea Surface Dynamics from Satellite Data. IGARSS 2021: 7414-7417 - [i3]Said Ouala, Laurent Debreu, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Learning Runge-Kutta Integration Schemes for ODE Simulation and Identification. CoRR abs/2105.04999 (2021) - 2020
- [c60]Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier:
Physically Informed Neural Networks for the Simulation and Data-Assimilation of Geophysical Dynamics. IGARSS 2020: 3490-3493 - [c57]Cédric L. Tourain, Danièle Hauser, Laura Hermozo, Raquel Rodriguez Suquet, Patricia Schippers, Lotfi Aouf, Alice Dalphinet, Alexis Mouche, Bertrand Chapron, Fabrice Collard, Christophe Dufour, Flavien Gouillon, Annabelle Ollivier, Fanny Piras, M. Dalila, Gilles Guitton, Jean-Michel Lachiver, Céline Tison:
CAL/VAL Phase for the Swim Instrument Onboard cFOSAT. IGARSS 2020: 5678-5681 - 2019
- [c56]Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier:
Learning Stochastic Representations of Geophysical Dynamics. ICASSP 2019: 3877-3881 - [c49]Raquel Rodriguez Suquet, Alexis Mouche, Bertrand Chapron, Fabrice Collard, Christophe Dufour, Flavien Gouillon, Annabelle Ollivier, Gilles Guitton, Jean-Michel Lachiver, Laura Hermozo, Cédric L. Tourain, Céline Tison, Danièle Hauser, Patricia Schippers, Lauriane Delaye, Lotfi Aouf, Alice Dalphinet:
CAL/VAL phase for the SWIM instrument onboard CFOSAT. IGARSS 2019: 8015-8018 - [c48]Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Fabrice Ardhuin:
Synergy of Experimental, Theoretical and Numerical Approaches for a Better Understanding of Skim Near Nadir Ka-Band Doppler Measurements. IGARSS 2019: 8027-8030 - [c46]Said Ouala, Duong Nguyen, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets. IGARSS 2019: 9451-9454 - [c43]Said Ouala, Ronan Fablet, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier:
Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter. IGARSS 2019: 10059-10062 - [i1]Said Ouala, Duong Nguyen, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Learning Latent Dynamics for Partially-Observed Chaotic Systems. CoRR abs/1907.02452 (2019) - 2018
- [j47]Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier:
Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature. Remote. Sens. 10(12): 1864 (2018) - [j43]Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Alexis Mouche, Nicolas Rascle, Fanny Girard-Ardhuin, Xiaoqing Wu:
Sea Surface Kinematics From Near-Nadir Radar Measurements. IEEE Trans. Geosci. Remote. Sens. 56(10): 6169-6179 (2018) - [c41]Johnny A. Johannessen, Bertrand Chapron, Fabrice Collard, Marie-Hélène Rio, Graham Quartly, Craig Donlon:
Advances in Surface Current Observations From Space: The Globcurrent Case. IGARSS 2018: 153-156 - [c40]Romain Husson, Alexis Mouche, Harald Johnsen, Fabrice Collard, Geir Engen, Nicolas Longépé, Gilles Guitton, He Wang, Xuan Wang, François Soulat, Bertrand Chapron:
Sentinel-1 Achievements for Ocean and Extreme Events Monitoring. IGARSS 2018: 1573-1576 - [c37]Maria Yurovskaya, Vladimir N. Kudryavtsev, Bertrand Chapron, Nicolas Rascle, Fabrice Collard:
Wave Spectrum and Surface Current Retrieval from Airborne and Satellite Sunglitter Imagery. IGARSS 2018: 3192-3195 - 2017
- [j41]Justin Edward Stopa, Alexis Aurelien Mouche, Bertrand Chapron, Fabrice Collard:
Sea State Impacts on Wind Speed Retrievals From C-Band Radars. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(5): 2147-2155 (2017) - 2016
- [c27]Romain Husson, Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, Pauline Vincent, Gilles Guitton, Nicolas Longépé, Guillaume Hajduch, Yves Quilfen, Lucile Gaultier:
Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval. IGARSS 2016: 3886-3889 - [c24]Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, He Wang, Gilles Guitton, Jinsong Yang, Romain Husson:
Perspectives for combining and exploiting ocean wave spectra measured from different space missions. IGARSS 2016: 5816-5819 - 2014
- [r1]Bertrand Chapron, Johnny A. Johannessen, Fabrice Collard:
Ocean Surface Velocity. Encyclopedia of Remote Sensing 2014: 461-469 - 2013
- [j19]Vladimir N. Kudryavtsev, Bertrand Chapron, Alexander G. Myasoedov, Fabrice Collard, Johnny A. Johannessen:
On Dual Co-Polarized SAR Measurements of the Ocean Surface. IEEE Geosci. Remote. Sens. Lett. 10(4): 761-765 (2013) - 2012
- [j14]Alexis Mouche, Fabrice Collard, Bertrand Chapron, Knut-Frode Dagestad, Gilles Guitton, Johnny A. Johannessen, Vincent Kerbaol, Morten Wergeland Hansen:
On the Use of Doppler Shift for Sea Surface Wind Retrieval From SAR. IEEE Trans. Geosci. Remote. Sens. 50(7): 2901-2909 (2012) - 2011
- [j12]Morten Wergeland Hansen, Fabrice Collard, Knut-Frode Dagestad, Johnny A. Johannessen, Pierre Fabry, Bertrand Chapron:
Retrieval of Sea Surface Range Velocities From Envisat ASAR Doppler Centroid Measurements. IEEE Trans. Geosci. Remote. Sens. 49(10): 3582-3592 (2011)
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