Reconstructing three-dimensional thermohaline structures for mesoscale eddies using satellite observations and deep learning

Y Liu, H Wang, F Jiang, Y Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

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 …

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 …

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 …

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 …

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 …

Transfer Learning-driven Retrieval of Subsurface Temperature and Salinity for Mesoscale Eddies in the Oyashio Current

Y Liu, L Gao, H Wang, F Jiang… - 2024 Photonics & …, 2024 - ieeexplore.ieee.org
Understanding mesoscale eddies' dynamics and their impact on oceanic processes requires
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 …