Pierre Tandeo

Orcid: 0000-0003-1647-8239

According to our database1, Pierre Tandeo authored at least 30 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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On csauthors.net:

Bibliography

2024
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2024

SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes.
CoRR, 2024

2023
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.
IEEE CAA J. Autom. Sinica, June, 2023

Reduction of Rain-Induced Errors for Wind Speed Estimation on SAR Observations Using Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Online machine-learning forecast uncertainty estimation for sequential data assimilation.
CoRR, 2023

2022
Gulf Stream Daily Temperature, Salinity and Mixed Layer Depth fields from Ocean Stratification network (OSnet).
Dataset, February, 2022

Correction: Martinez et al. Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean. Remote Sens. 12, 2020, 4156.
Remote. Sens., 2022

Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning.
Remote. Sens., 2022

Rain Rate Estimation with SAR using NEXRAD measurements with Convolutional Neural Networks.
CoRR, 2022

Two-dimensional structure functions to characterize convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images.
CoRR, 2022

Segmentation of Rainfall Regimes by Machine Learning on a Colocalized Nexrad/Sentinel-1 Dataset.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Twenty-Seven Years of Scatterometer Surface Wind Analysis over Eastern Boundary Upwelling Systems.
Remote. Sens., 2021

Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification.
CoRR, 2021

Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean.
Remote. Sens., 2020

2019
Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics.
CoRR, 2019

Characteristics of Marine Atmospheric Boundary Layer Roll Vortices from Sentinel-1 Sar Wave Mode.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Exploring Machine Learning to Correct Satellite-Derived Sea Surface Temperatures.
Remote. Sens., 2018

Automated Geophysical Classification of Sentinel-L Wave Mode Sar Images Through Deep-Learning.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2016
Spatio-Temporal Decomposition of Satellite-Derived SST-SSH Fields: Links Between Surface Data and Ocean Interior Dynamics in the Agulhas Region.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Validation and Parameter Sensitivity Tests for Reconstructing Swell Field Based on an Ensemble Kalman Filter.
Sensors, 2016

Non-negative decomposition of linear relationships: Application to multi-source ocean remote sensing data.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

An exemplar-based hidden Markov model framework for nonlinear state-space models.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Segmentation of Mesoscale Ocean Surface Dynamics Using Satellite SST and SSH Observations.
IEEE Trans. Geosci. Remote. Sens., 2014

Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SST.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fields.
Proceedings of the IEEE International Conference on Image Processing, 2013

2009
A Multivariate Regression Approach to Adjust AATSR Sea Surface Temperature to <i> In Situ</i> Measurements.
IEEE Geosci. Remote. Sens. Lett., 2009


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