Observation-Only Deep Learning for Gappy Satellite-Derived Ocean Color Data Using 4DVarNet
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3624465
Abstract: Monitoring optical properties of coastal and open ocean waters is crucial to assessing the health of marine ecosystems. Deep learning offers a promising approach to address these ecosystem dynamics, especially in scenarios where gap-free ground-truth… read more here.
Keywords: deep learning; satellite derived; derived ocean; observation deep ... See more keywords
Unlocking A Global Ocean Mixing Dataset: toward Standardization of Seismic-derived Ocean Mixing Rates
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Atmospheric and Oceanic Technology"
DOI: 10.1175/jtech-d-24-0076.1
Abstract: Turbulent mixing is vital for water transformation in the ocean and sustains the global thermohaline circulation. Despite decades of global observations using different platforms, our understanding of ocean turbulence is still limited. More observations are… read more here.
Keywords: derived ocean; mixing rates; seismic derived; standardization seismic ... See more keywords