Deep blue AI: A new bridge from data to knowledge for the ocean science

G Chen, B Huang, X Chen, L Ge, M Radenkovic… - Deep Sea Research …, 2022 - Elsevier
The global ocean is the largest ecosystem on our planet, the scientific understanding of
which is the first step towards the sustainable development of the perpetual ocean. With the …

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 …

Strong and Weak Prompt Engineering for Remote Sensing Image-Text Cross-Modal Retrieval

T Sun, C Zheng, X Li, Y Gao, J Nie… - IEEE Journal of …, 2025 - ieeexplore.ieee.org
modal retrieval is vital at the intersection of vision and language. Specifically, remote
sensing image-text retrieval enhances our understanding of complex remote sensing …

A Comprehensive Review On Deep Learning-Based Data Fusion

M Hussain, M O'Nils, J Lundgren… - IEEE Access, 2024 - ieeexplore.ieee.org
The rapid progress in sensor technology and computational capabilities has significantly
improved real-time data collection, enabling precise monitoring of various phenomena and …

Mesoscale eddy detection and classification from sea surface temperature maps with deep neural networks

MM Safari, A Sharifi, J Mahmood… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Oceanic eddies are a widespread and important occurrence that plays a vital role in the
movement of chemicals and energy within the marine ecosystem. Hence, the astute and …

End-to-end pixel-wisely detection of oceanic eddy on SAR images with stacked attention network

M Xu, H Li, Y Yun, F Yang, C Li - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Oceanic eddies are ubiquitous phenomena carrying large amounts of energy, thus of great
importance for marine ecology and sea–air exchange. As an all-weather, high-resolution …

[HTML][HTML] Intelligent identification of oceanic eddies in remote sensing data via Dual-Pyramid UNet

N Zhao, B Huang, X Zhang, L Ge, G Chen - Atmospheric and Oceanic …, 2023 - Elsevier
Oceanic eddies are an omnipresent phenomenon of seawater flow and critical in
transporting oceanic energy and material. Consequently, mastering and comprehending the …

[HTML][HTML] Velocity estimation of ocean surface currents in along-track inSAR system based on conditional generative adversarial networks

H Yan, Q Hou, G **, X Xu, G Zhang, D Zhu - Remote Sensing, 2021 - mdpi.com
Velocity estimation of ocean surface currents is of great significance in the fields of the
fishery, ship**, sewage discharge, and military affairs. Over the last decade, along-track …

[HTML][HTML] Eddy-Induced Chlorophyll Profile Characteristics and Underlying Dynamic Mechanisms in the South Pacific Ocean

M Hou, J Yang, G Chen - Remote Sensing, 2024 - mdpi.com
Many studies have consistently demonstrated that the near-surface phytoplankton
chlorophyll (Chl) levels in anticyclonic eddies (AEs) are higher than in cyclonic eddies (CEs) …

[HTML][HTML] Detection of Bering Sea Slope Mesoscale Eddies Derived from Satellite Altimetry Data by an Attention Network

Y Zhang, N Liu, Z Zhang, M Liu, L Fan, Y Li, L Yang… - Remote Sensing, 2022 - mdpi.com
In the Bering Sea slope, ocean eddies are essential physical processes that carry nutrients
to the shelf. The development of the satellite altimeter has facilitated the observation of …