| Reconstruction of subsurface velocities from satellite observations using iterative self-organizing maps C Chapman, AA Charantonis IEEE Geoscience and Remote Sensing Letters 14 (5), 617-620, 2017 | 66 | 2017 |
| Retrieving the evolution of vertical profiles of Chlorophyll-a from satellite observations using Hidden Markov Models and Self-Organizing Topological Maps AA Charantonis, F Badran, S Thiria Remote Sensing of Environment 163, 229-239, 2015 | 45 | 2015 |
| Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting V Bouget, D Béréziat, J Brajard, A Charantonis, A Filoche Remote Sensing 13 (2), 246, 2021 | 32 | 2021 |
| Remote sensing the sea surface CO2 of the Baltic Sea using the SOMLO methodology G Parard, AA Charantonis, A Rutgerson Biogeosciences 12 (11), 3369-3384, 2015 | 19 | 2015 |
| Completion of a sparse GLIDER database using multi-iterative Self-Organizing Maps (ITCOMP SOM) AA Charantonis, P Testor, L Mortier, F D’Ortenzio, S Thiria Procedia Computer Science 51, 2198-2206, 2015 | 18 | 2015 |
| Using satellite data to estimate partial pressure of CO2 in the Baltic Sea G Parard, AA Charantonis, A Rutgersson Journal of Geophysical Research: Biogeosciences 121 (3), 1002-1015, 2016 | 16 | 2016 |
| Construction of multi-year time-series profiles of suspended particulate inorganic matter concentrations using machine learning approach PR Renosh, F Jourdin, AA Charantonis, K Yala, A Rivier, F Badran, ... Remote Sensing 9 (12), 1320, 2017 | 13 | 2017 |
| Downscaling of ocean fields by fusion of heterogeneous observations using deep learning algorithms S Thiria, C Sorror, T Archambault, A Charantonis, D Bereziat, C Mejia, ... Ocean Modelling 182, 102174, 2023 | 11 | 2023 |
| Remote sensing algorithm for sea surface CO2 in the Baltic Sea G Parard, AA Charantonis, A Rutgerson Biogeosci. Discuss 11, 12255-12294, 2014 | 10 | 2014 |
| Inversion of phytoplankton pigment vertical profiles from satellite data using machine learning A Puissant, R El Hourany, AA Charantonis, C Bowler, S Thiria Remote Sensing 13 (8), 1445, 2021 | 8 | 2021 |
| The potential of using remote sensing data to estimate air–sea CO2 exchange in the Baltic Sea G Parard, A Rutgersson, S Raj Parampil, AA Charantonis Earth System Dynamics 8 (4), 1093-1106, 2017 | 8 | 2017 |
| Statistics-free interpolation of ocean observations with deep spatio-temporal prior A Filoche, T Archambault, AA Charantonis, D Béréziat ECML/PKDD Workshop on Machine Learning for Earth Observation and Prediction …, 2022 | 4 | 2022 |
| Completing physics-based models by learning hidden dynamics through data assimilation A Filoche, J Brajard, AA Charantonis, D Béréziat NeurIPS 2020, workshop AI4Earth, 2020 | 3 | 2020 |
| The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations WK Jones, R Lguensat, A Charantonis, D Watson-Parris Proceedings of the 10th International Conference on Climate Informatics, 134-138, 2020 | 3 | 2020 |
| Representing ill-known parts of a numerical model using a machine learning approach J Brajard, A Charantonis, J Sirven arXiv preprint arXiv:1903.07358, 2019 | 3 | 2019 |
| Unsupervised learning of sea surface height interpolation from multi-variate simulated satellite observations T Archambault, A Filoche, A Charantonis, D Béréziat, S Thiria arXiv preprint arXiv:2310.07626, 2023 | 2 | 2023 |
| Application of machine learning techniques to ocean mooring time series data BM Sloyan, CC Chapman, R Cowley, AA Charantonis Journal of Atmospheric and Oceanic Technology 40 (3), 241-260, 2023 | 2 | 2023 |
| Variational assimilation of Geophysical images leveraging deep learning tools A Filoche, D Béréziat, J Brajard, AA Charantonis ORASIS 2021, 2021 | 2 | 2021 |
| Inverse Method for the Retrieval of Ocean Vertical Profiles Using Self Organizing Maps and Hidden Markov Models-Application on Ocean Colour Satellite Image Inversion CA Alexandre, B Julien, M Cyril, B Fouad, T Sylvie International Conference on Neural Computation Theory and Applications 2 …, 2011 | 2 | 2011 |
| Pre-training and Fine-tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-variate Inpainting T Archambault, A Filoche, A Charantonis, D Béréziat VISAPP, 2024 | 1 | 2024 |
Dominique BéréziatAssociate Professor at LIP6, Sorbonne UniversityVerified email at lip6.fr
