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Xiaofeng Li

Sun Yat-sen University · CN
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Area of research
Oceanography · Atmospheric Science
Research interest
Research interests include Ocean Waves and Remote Sensing, Oceanographic and Atmospheric Processes, Tropical and Extratropical Cyclones Research, and Marine and coastal ecosystems.
h-index
65
citations
15,291
works
790
NIH funding
primary concept
email

Recent publications

Retrieval and Attribution of Tropical Cyclone Vertical Tilt From SAR and Infrared Satellite Imagery
Geophysical Research Letters 2026cited by 1position: contributordoi
AI for atmosphere-ocean sciences: advancements, challenges and ways forward.
2026cited by 0position: contributordoi
Thank You to Our Peer Reviewers in 2025
Journal of Geophysical Research: Machine Learning and Computation 2026cited by 0position: contributordoi
Simulating oceanic responses to Super Typhoon Bolaven (2023) in the Northwest Pacific Ocean using a numerical model coupled with machine learning-based ocean vertical mixing parameterization
Ocean Modelling 2026cited by 0position: contributordoi
From Aqua MODIS to PACE OCI: Global-Scale Hyperspectral <i> R <sub>rs</sub> </i> Reconstruction via Spectral-Attention Conditional GAN
Journal of Remote Sensing 2026cited by 0position: contributordoi
From Sparse Satellite Images to Continuous Visual Sequence: A Collaborative Diffusion Framework for Internal Solitary Waves
IEEE Transactions on Geoscience and Remote Sensing 2026cited by 0position: contributordoi
Enhancing Seasonal Arctic Sea Ice Prediction for Late Summer by Transfer Learning of PIOMAS and CryoSat-2-Observed Sea Ice Thickness Data
IEEE Geoscience and Remote Sensing Letters 2026cited by 0position: contributordoi
AttIW-Net: Attention-Driven Extraction of Ocean Internal Waves From SAR Images With Frequency Enhancement and Morphological Adaptation
IEEE Transactions on Geoscience and Remote Sensing 2026cited by 0position: contributordoi
DSPE-Net: From satellite imagery to ISW tracking via symbolic physics priors
2026cited by 0position: contributordoi
Deep Reinforcement Learning-Based Observation Station Placement Optimization for Ocean Monitoring
IEEE Transactions on Geoscience and Remote Sensing 2026cited by 0position: contributordoi
Label-free mangrove mapping from temporally consistent PlanetScope imagery with interpretable deep unfolding network
ISPRS Journal of Photogrammetry and Remote Sensing 2026cited by 0position: contributordoi
Post‐Hiatus Enhancement of ENSO Forecast Skill via Salinity‐Mediated Indo‐Pacific Inter‐Basin Coupling
Geophysical Research Letters 2026cited by 0position: contributordoi
AI in Satellite Remote Sensing of the Ocean
Proceedings of the IEEE 2026cited by 0position: contributordoi
Phase‐Resolved Attribution of Tropical Cyclone Cold Wakes From an Interpretable Data‐Driven Model
Journal of Geophysical Research: Machine Learning and Computation 2026cited by 0position: contributordoi
L- and C-band SAR Backscattering Characteristics of Green Tide in the Yellow Sea
IEEE Transactions on Geoscience and Remote Sensing 2026cited by 0position: contributordoi
Physically Consistent Tropical Cyclone Monitoring From Infrared Satellite Imagery via Knowledge‐Guided Deep Learning
Journal of Geophysical Research: Machine Learning and Computation 2026cited by 0position: contributordoi
FMambaIR: A Hybrid State-Space Model and Frequency Domain for Image Restoration
IEEE Transactions on Geoscience and Remote Sensing 2025cited by 31position: contributordoi
MCS Filter: A Multichannel Structure-Aware Speckle Filter for SAR Images
IEEE Transactions on Geoscience and Remote Sensing 2025cited by 3position: contributordoi
Multimodal Issues and Key Technologies in Ocean Observation Data: A Review
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2025cited by 3position: contributordoi
PAD: Phase–Amplitude Decoupling Fusion for Multimodal Land Cover Classification
IEEE Transactions on Geoscience and Remote Sensing 2025cited by 3position: contributordoi
A Machine-Learning-Based Ocean-Current Velocity Inversion Model Using OCN From Sentinel-1 Observations
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2025cited by 3position: contributordoi
The role of age-associated B cells in systemic lupus erythematosus
Journal of Autoimmunity 2025cited by 3position: lastdoi
Deep Learning Reveals ENSO's Footprint on the Indian Ocean Dipole: Insights From the Eastern Pacific (American) Coast
Geophysical Research Letters 2025cited by 2position: contributordoi
Daily Prediction of Sea Ice Drift at Kilometer-Scale Using Deep-Learning Method
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2025cited by 2position: contributordoi
IW Extraction From SAR Images Based on Generative Networks With Small Datasets
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2025cited by 2position: contributordoi
Enhancing Retrievals of Air-Sea Heat Fluxes From AMSR2 Microwave Observations Based on Deep Learning
IEEE Transactions on Geoscience and Remote Sensing 2025cited by 2position: contributordoi
Deep Learning for Enhanced Ocean Color Remote Sensing: A Foundation Model Approach
IEEE Transactions on Geoscience and Remote Sensing 2025cited by 2position: contributordoi
Dual-Polarimetric Sentinel-1 SAR Backscattering Features From Green Macroalgae Floating in the Coastal Ocean
IEEE Transactions on Geoscience and Remote Sensing 2025cited by 2position: contributordoi
Advancing forecasting capabilities: A contrastive learning model for forecasting tropical cyclone rapid intensification.
2025cited by 1position: contributordoi
Deep Learning Forecast of Semidiurnal Internal Tides From the Mariana Arc
Journal of Geophysical Research: Machine Learning and Computation 2025cited by 1position: contributordoi

Grants

No grants ingested yet.

Frequent collaborators

· 99 papers (2019–2026)Haoyu Wang · Elsevier, Inc.12 papers (2024–2026)Gang Zheng · State Power Investment Corporation (China)11 papers (2019–2024)Yuan Zhou · Tianjin University11 papers (2022–2025)Chong Wang · Elsevier, Inc.10 papers (2022–2026)Yibin Ren · Elsevier, Inc.8 papers (2022–2026)Xudong Zhang · Ocean University of China7 papers (2021–2026)Keran Chen · Tianjin University6 papers (2022–2025)Bin Liu · Shanghai Jiao Tong University6 papers (2019–2025)Jun A. Zhang · National Oceanic and Atmospheric Administration6 papers (2013–2021)Xiaofeng Yang · American Geophysical Union5 papers (2019–2024)Shanshan Mu · Institute of Oceanology5 papers (2022–2026) · 5 papers (2013–2014)William Perrie · Massachusetts Institute of Technology4 papers (2021–2026)Nan Yang · Tiangong University4 papers (2024–2025) · 4 papers (2021–2026)Qing Xu · Sanya University3 papers (2019–2026)Maoguo Gong · Xidian University3 papers (2025–2026)Peng Chen · Springer Nature3 papers (2019–2022)Andrea Buono · Shanghai Ocean University3 papers (2021–2026)
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