Long Term Object Drift Forecast in the Ocean with Tide and Wind. - Pierre Ailliot; Emmanuel Frénod; Valérie Monbet (Multiscale Model. Simul., 2006)

A Multivariate Regression Approach to Adjust AATSR Sea Surface Temperature to In Situ Measurements. - Pierre Tandeo; Emmanuelle Autret; Jean-François Piollé; Jean Tournadre; Pierre Ailliot (IEEE Geosci. Remote. Sens. Lett., 2009)

Markov-switching autoregressive models for wind time series. - Pierre Ailliot; Valérie Monbet (Environ. Model. Softw., 2012)

Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model. - Pierre Tandeo; Ronan Fablet; Pierre Ailliot (ICIP, 2014)

Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SST. - Pierre Tandeo; Ronan Fablet; Pierre Ailliot (IGARSS, 2014)

Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures. - Redouane Lguensat; Pierre Tandeo; Ronan Fablet; Pierre Ailliot (ICIP, 2015)

Modeling process asymmetries with Laplace moving average. - Nicolas Raillard; Marc Prevosto; Pierre Ailliot (Comput. Stat. Data Anal., 2015)

Characterization of Time-Varying Regimes in Remote Sensing Time Series: Application to the Forecasting of Satellite-Derived Suspended Matter Concentrations. - Bertrand Saulquin; Ronan Fablet; Pierre Ailliot; Grégoire Mercier; David Doxaran; Antoine Mangin; Odile Fanton d'Andon (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

An exemplar-based hidden Markov model framework for nonlinear state-space models. - Redouane Lguensat; Ronan Fablet; Pierre Ailliot; Pierre Tandeo (EUSIPCO, 2016)

Non-negative decomposition of linear relationships: Application to multi-source ocean remote sensing data. - Manuel Lopez-Radcenco; Abdeldjalil Aïssa-El-Bey; Pierre Ailliot; Pierre Tandeo; Ronan Fablet (ICASSP, 2016)

Non-negative decomposition of geophysical dynamics. - Manuel Lopez-Radcenco; Abdeldjalil Aïssa-El-Bey; Pierre Ailliot; Ronan Fablet (ESANN, 2017)

Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data. - Manuel Lopez-Radcenco; Ronan Fablet; Abdeldjalil Aïssa-El-Bey; Pierre Ailliot (ICIP, 2017)

Sparse vector Markov switching autoregressive models. Application to multivariate time series of temperature. - Valérie Monbet; Pierre Ailliot (Comput. Stat. Data Anal., 2017)

An algorithm for non-parametric estimation in state-space models. - Thi Tuyet Trang Chau; Pierre Ailliot; Valérie Monbet (Comput. Stat. Data Anal., 2021)

Learning the spatio-temporal relationship between wind and significant wave height using deep learning. - Said Obakrim; Valérie Monbet; Nicolas Raillard; Pierre Ailliot (CoRR, 2022)