| Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review S Cheng, C Quilodrán-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ... IEEE/CAA Journal of Automatica Sinica 10 (6), 1361-1387, 2023 | 294 | 2023 |
| EddyNet: A deep neural network for pixel-wise classification of oceanic eddies R Lguensat, M Sun, R Fablet, P Tandeo, E Mason, G Chen IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 215 | 2018 |
| The analog data assimilation R Lguensat, P Tandeo, P Ailliot, M Pulido, R Fablet Monthly Weather Review 145 (10), 4093-4107, 2017 | 197 | 2017 |
| A review of innovation-based methods to jointly estimate model and observation error covariance matrices in ensemble data assimilation P Tandeo, P Ailliot, M Bocquet, A Carrassi, T Miyoshi, M Pulido, Y Zhen Monthly Weather Review 148 (10), 3973-3994, 2020 | 138* | 2020 |
| A labelled ocean SAR imagery dataset of ten geophysical phenomena from Sentinel‐1 wave mode C Wang, A Mouche, P Tandeo, JE Stopa, N Longépé, G Erhard, ... Geoscience Data Journal 6 (2), 105-115, 2019 | 90 | 2019 |
| Coherent heat patterns revealed by unsupervised classification of Argo temperature profiles in the North Atlantic Ocean G Maze, H Mercier, R Fablet, P Tandeo, ML Radcenco, P Lenca, ... Progress in Oceanography 151, 275-292, 2017 | 80 | 2017 |
| Estimating model‐error covariances in nonlinear state‐space models using Kalman smoothing and the expectation–maximization algorithm D Dreano, P Tandeo, M Pulido, B Ait‐El‐Fquih, T Chonavel, I Hoteit Quarterly Journal of the Royal Meteorological Society 143 (705), 1877-1885, 2017 | 78 | 2017 |
| Classification of the global Sentinel-1 SAR vignettes for ocean surface process studies C Wang, P Tandeo, A Mouche, JE Stopa, V Gressani, N Longepe, ... Remote Sensing of Environment 234, 111457, 2019 | 75 | 2019 |
| Nowcasting solar irradiance using an analog method and geostationary satellite images A Ayet, P Tandeo Solar Energy 164, 301-315, 2018 | 70 | 2018 |
| DADA: data assimilation for the detection and attribution of weather and climate-related events A Hannart, A Carrassi, M Bocquet, M Ghil, P Naveau, M Pulido, J Ruiz, ... Climatic Change 136 (2), 155-174, 2016 | 67 | 2016 |
| Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic system P Tandeo, P Ailliot, J Ruiz, A Hannart, B Chapron, A Cuzol, V Monbet, ... Machine Learning and Data Mining Approaches to Climate Science: proceedings …, 2015 | 64 | 2015 |
| Stochastic parameterization identification using ensemble Kalman filtering combined with maximum likelihood methods M Pulido, P Tandeo, M Bocquet, A Carrassi, M Lucini Tellus A: Dynamic Meteorology and Oceanography 70 (1), 1-17, 2018 | 62 | 2018 |
| Segmentation of mesoscale ocean surface dynamics using satellite SST and SSH observations P Tandeo, B Chapron, S Ba, E Autret, R Fablet IEEE transactions on geoscience and remote sensing 52 (7), 4227-4235, 2013 | 61 | 2013 |
| Offline parameter estimation using EnKF and maximum likelihood error covariance estimates: Application to a subgrid‐scale orography parametrization P Tandeo, M Pulido, F Lott Quarterly journal of the royal meteorological society 141 (687), 383-395, 2015 | 43 | 2015 |
| Linear Gaussian state-space model with irregular sampling: application to sea surface temperature P Tandeo, P Ailliot, E Autret Stochastic Environmental Research and Risk Assessment 25 (6), 793-804, 2011 | 40 | 2011 |
| Four-dimensional temperature, salinity and mixed-layer depth in the Gulf Stream, reconstructed from remote-sensing and in situ observations with neural networks E Pauthenet, L Bachelot, K Balem, G Maze, AM Tréguier, F Roquet, ... Ocean Science 18 (4), 1221-1244, 2022 | 34 | 2022 |
| Reexamining the estimation of tropical cyclone radius of maximum wind from outer size with an extensive synthetic aperture radar dataset A Avenas, A Mouche, P Tandeo, JF Piolle, D Chavas, R Fablet, J Knaff, ... Monthly Weather Review 151 (12), 3169-3189, 2023 | 28 | 2023 |
| SST spatial anisotropic covariances from METOP-AVHRR data P Tandeo, E Autret, B Chapron, R Fablet, R Garello Remote Sensing of Environment 141, 144-148, 2014 | 28 | 2014 |
| Using local dynamics to explain analog forecasting of chaotic systems P Platzer, P Yiou, P Naveau, P Tandeo, JF Filipot, P Ailliot, Y Zhen Journal of the Atmospheric Sciences 78 (7), 2117-2133, 2021 | 23 | 2021 |
| Ocean surface currents reconstruction: Spectral characterization of the transfer function between SST and SSH C González‐Haro, J Isern‐Fontanet, P Tandeo, R Garello Journal of Geophysical Research: Oceans 125 (10), e2019JC015958, 2020 | 23 | 2020 |
Pierre AilliotUniversité de Bretagne OccidentaleVerified email at univ-brest.fr
