Editor(s): Alexander Barth, Julien Brajard, Matjaz Licer, Xiaofeng Li, Ana Ruescas, and Aida Alvera-Azcárate
02 Dec 2024
Ensemble reconstruction of missing satellite data using a denoising diffusion model: application to chlorophyll a concentration in the Black Sea
Ocean Sci., 20, 1567–1584,
2024 24 Oct 2024
MAESSTRO: Masked Autoencoders for Sea Surface Temperature Reconstruction under Occlusion
Ocean Sci., 20, 1309–1323,
2024 19 Sep 2024
Predicting particle catchment areas of deep-ocean sediment traps using machine learning
Ocean Sci., 20, 1149–1165,
2024 28 Aug 2024
Deep learning for the super resolution of Mediterranean sea surface temperature fields
Ocean Sci., 20, 1035–1050,
2024 07 Aug 2024
Fusion of Lagrangian drifter data and numerical model outputs for improved assessment of turbulent dispersion
Ocean Sci., 20, 965–980,
2024 27 May 2024
Combining neural networks and data assimilation to enhance the spatial impact of Argo floats in the Copernicus Mediterranean biogeochemical model
Ocean Sci., 20, 689–710,
2024 23 May 2024
Detection and Tracking of Carbon Biomes via Integrated Machine Learning
EGUsphere,
2024Preprint under review for OS (discussion: final response, 4 comments)
08 May 2024
Convolutional Neural Networks for Sea Surface Data Assimilation in Operational Ocean Models: Test Case in the Gulf of Mexico
EGUsphere,
2024Revised manuscript accepted for OS (discussion: final response, 4 comments)
08 May 2024
Generation of super-resolution gap-free ocean colour satellite products using DINEOF
EGUsphere,
2024Revised manuscript under review for OS (discussion: final response, 4 comments)
03 May 2024
Long-term Prediction of the Gulf Stream Meander Using OceanNet: a Principled Neural Operator-based Digital Twin
EGUsphere,
2024Preprint under review for OS (discussion: final response, 4 comments)
02 May 2024
Monitoring the coastal-offshore water interactions in the Levantine Sea using ocean color and deep supervised learning
EGUsphere,
2024Revised manuscript accepted for OS (discussion: final response, 4 comments)
19 Apr 2024
Estimating ocean currents from the joint reconstruction of absolute dynamic topography and sea surface temperature through deep learning algorithms
EGUsphere,
2024Revised manuscript accepted for OS (discussion: final response, 4 comments)
22 Mar 2024
Machine learning methods to predict sea surface temperature and marine heatwave occurrence: a case study of the Mediterranean Sea
Ocean Sci., 20, 417–432,
2024 20 Feb 2024
Unsupervised classification of the northwestern European seas based on satellite altimetry data
Ocean Sci., 20, 201–215,
2024 16 Nov 2023
Impact of surface and subsurface-intensified eddies on sea surface temperature and chlorophyll a in the northern Indian Ocean utilizing deep learning
Ocean Sci., 19, 1579–1593,
2023