END-TO-END PHYSICS-INFORMED REPRESENTATION LEARNING FOR SATELLITE OCEAN REMOTE SENSING DATA: APPLICATIONS TO SATELLITE ALTIMETRY AND SEA SURFACE CURRENTS

12 citations as recorded by crossref.

1. Mesoscale-driven dispersion of early life stages of European eel P. Munk et al. https://doi.org/10.3389/fmars.2023.1163125
2. Learning Variational Data Assimilation Models and Solvers R. Fablet et al. https://doi.org/10.1029/2021MS002572
3. Super-Resolving Ocean Dynamics from Space with Computer Vision Algorithms B. Buongiorno Nardelli et al. https://doi.org/10.3390/rs14051159
4. Multimodal 4DVarNets for the Reconstruction of Sea Surface Dynamics From SST-SSH Synergies R. Fablet et al. https://doi.org/10.1109/TGRS.2023.3268006
5. Scale-Aware Neural Calibration for Wide Swath Altimetry Observations Q. Febvre et al. https://doi.org/10.1109/TGRS.2024.3363503
6. Synthesizing Sea Surface Temperature and Satellite Altimetry Observations Using Deep Learning Improves the Accuracy and Resolution of Gridded Sea Surface Height Anomalies S. Martin et al. https://doi.org/10.1029/2022MS003589
7. Data-Driven Interpolation of Sea Surface Suspended Concentrations Derived from Ocean Colour Remote Sensing Data J. Vient et al. https://doi.org/10.3390/rs13173537
8. Learning-Based Temporal Estimation of In-Situ Wind Speed From Underwater Passive Acoustics M. Zambra et al. https://doi.org/10.1109/JOE.2023.3288970
9. Deep learning for the super resolution of Mediterranean sea surface temperature fields C. Fanelli et al. https://doi.org/10.5194/os-20-1035-2024
10. 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 et al. https://doi.org/10.5194/os-18-1221-2022
11. Deep learning in airborne particulate matter sensing: a review J. Grant-Jacob & B. Mills https://doi.org/10.1088/2399-6528/aca45e
12. A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction Y. Wang et al. https://doi.org/10.1109/TPAMI.2025.3625859