Internal wave signature extraction from SAR and optical satellite imagery based on deep learning

S Zhang, X Li, X Zhang - IEEE Transactions on Geoscience and …, 2023 - ieeexplore.ieee.org
Internal waves (IWs) are a common characteristic of oceans and serve a crucial role in
transmitting energies between large-scale tides and small-scale mixing. This study …

[HTML][HTML] The inner-shelf dynamics experiment

N Kumar, JA Lerczak, T Xu… - Bulletin of the …, 2021 - journals.ametsoc.org
The inner shelf, the transition zone between the surfzone and the midshelf, is a dynamically
complex region with the evolution of circulation and stratification driven by multiple physical …

Multi-source and heterogeneous marine hydrometeorology spatio-temporal data analysis with machine learning: a survey

S Wu, X Li, W Dong, S Wang, X Zhang, Z Xu - World Wide Web, 2023 - Springer
There is a new trend in marine hydrometeorology (MHM) that calls for novel solutions on
massive multi-source and heterogeneous spatiotemporal data sets. Traditionally, the …

Strongly nonlinear effects on determining internal solitary wave parameters from surface signatures with potential for remote sensing applications

T Xu, X Chen, Q Li, X He, J Wang… - Geophysical Research …, 2023 - Wiley Online Library
The inversion of remote sensing signatures of internal solitary waves (ISWs) can retrieve
dynamic characteristics in the ocean interior. However, the presence of ubiquitous large …

Remote Sensing Techniques for Detecting Internal Solitary Waves: A comprehensive review and prospects

J Meng, H Zhang, L Sun, J Wang - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
Oceanic internal solitary waves (ISWs) are widely distributed in oceans worldwide. ISWs
exhibit significant amplitudes, high speeds, and short periods and thus have a substantial …

Airborne observations of shoaling and breaking internal waves

T Vrećica, N Pizzo, L Lenain - Geophysical Research Letters, 2022 - Wiley Online Library
Internal waves (IW) are crucial contributors to the transport of sediment, heat, and nutrients
in coastal areas. While IW have been extensively studied using point measurements, their …

Characterization of polarized SAR scattering of breaking waves caused by internal solitary waves

H Zhang, J Meng, L Sun, S Li… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Internal solitary waves (ISWs) resonate with meter-scale surface waves, which causes crests
to overturn and waves to break strongly, generating many whitecaps. We analyze the …

[HTML][HTML] Transformer-Based Hierarchical Multiscale Feature Fusion Internal Wave Detection and Dataset

Z Ma, L Huang, J Yang, L Ren, X Li, S He… - Ocean-Land …, 2024 - spj.science.org
Ocean internal waves (IWs) are widespread submesoscale dynamical phenomena in
oceans, and they have important impacts on energy transfer, nutrient transport, and human …

联合超像素分割和显著性特征的SAR 海洋内波检测

崔光曦, 杜延磊, 杨晓峰, 汪胜, 徐雪峰 - 遥感学报, 2023 - ygxb.ac.cn
海洋内波是一种常见的致灾性中尺度海洋现象, 因其对海洋军事和海洋工程等存在巨大威胁而被
广泛关注. 为了实现合成孔径雷达(SAR) 图像海洋内波的准确检测, 解决传统检测算法易受斑噪 …

[HTML][HTML] An Automatic Internal Wave Recognition Algorithm Based on CNN Applicable to an Ocean Data Buoy System

G Yuan, C Ning, L Liu, C Li, Y Liu… - Journal of Marine …, 2023 - mdpi.com
The application of internal wave recognition to the buoy system is of great significance to
enhance the understanding of the ocean internal wave phenomenon and provide more …