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Reconstructing three-dimensional thermohaline structures for mesoscale eddies using satellite observations and deep learning
Mesoscale eddies are circular water currents found widely in the ocean and significantly
impact the ocean's circulation, water distribution, and biology. However, our comprehension …
impact the ocean's circulation, water distribution, and biology. However, our comprehension …
Global oceanic mesoscale eddies trajectories prediction with knowledge-fused neural network
X Zhang, B Huang, G Chen, L Ge… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Efficient eddy trajectory prediction driven by multiinformation fusion can facilitate the
scientific research of oceanography, while the complicated dynamics mechanism makes this …
scientific research of oceanography, while the complicated dynamics mechanism makes this …
Intelligent Sparse2Dense Profile Reconstruction for Predicting Global Subsurface Chlorophyll Maxima
Y Yu, B Huang, M Radenkovic… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Subsurface chlorophyll maxima (SCM) is a crucial ecological indicator for marine
ecosystems. Previous studies have indicated that this phenomenon is globally widespread …
ecosystems. Previous studies have indicated that this phenomenon is globally widespread …
Mesoscale Westward Eddy Trajectory Prediction with Memory Augmented Neural Network
W Kan, B Huang, M Radenkovic… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Accurate prediction of oceanic eddy trajectory is crucial for monitoring ocean climate
change, but the complex dynamics mechanism and changeable environmental effects make …
change, but the complex dynamics mechanism and changeable environmental effects make …
ARU-Net: A Deep Learning Approach for Global-Scale Oceanic Eddy Detection
J Geng, H Gao, B Huang… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Ocean eddies have a significant impact on marine ecosystems and the climate because they
transport essential substances in the ocean. Detection of ocean eddies has become one of …
transport essential substances in the ocean. Detection of ocean eddies has become one of …
Profile Data Reconstruction for Deep Chla Maxima in Mediterranean Sea via Improved-MLP Networks
Y Yu, W Kan, H Gao, J Yang… - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Deep chlorophyll maximum (DCM) is a common oceanographic phenomenon characterized
by a significant peak in chlorophyll concentration at a specific depth below the ocean …
by a significant peak in chlorophyll concentration at a specific depth below the ocean …
Transfer Learning-driven Retrieval of Subsurface Temperature and Salinity for Mesoscale Eddies in the Oyashio Current
Understanding mesoscale eddies' dynamics and their impact on oceanic processes requires
accurate retrieval of subsurface temperature and salinity distributions. Traditional methods …
accurate retrieval of subsurface temperature and salinity distributions. Traditional methods …
Multi-source Satellite Observation on Internal Solitary Waves in the Lombok Strait
C Zhuang, X Li, D Shen, X Zhang - 2024 Photonics & …, 2024 - ieeexplore.ieee.org
Internal solitary waves (ISWs) are a ubiquitous phenomenon in the world's oceans. The
Lombok Strait shows active ISWs occurrence. However, a comprehensive study on ISW in …
Lombok Strait shows active ISWs occurrence. However, a comprehensive study on ISW in …