闫秋双｜中国石油大学(华东)｜学者主页

2026

基于高分三号SAR图像的海面起伏场准线性反演

房玉鑫，范陈清，孟俊敏，张杰，闫秋双

《雷达学报(中英文)》

2026

基于机器学习的Sentinel-1 SAR多普勒频移风、浪响应建模与海流反演

车佳恒，闫秋双，范陈清，孟俊敏，张杰

《雷达学报(中英文)》

2026

Influence of mesoscale eddies on ocean surface waves in strong current zones based on eddy interior region wave-current directional partitioning

Jintong Zhu, Yong Wan, Chenqing Fan, Qiushuang Yan, Junmin Meng, Jungang Yang

Acta Oceanologica Sinica

DOI

2026

A Quasi-linear Inversion Algorithm for Retrieving Sea Surface Elevation from GF-3 SAR Images

Yuxin Fang, Chenqing Fan, Junmin Meng, Jie ZHANG, Qiushuang Yan

DOAJ (DOAJ: Directory of Open Access Journals)

DOI

2026

Machine Learning-based Modeling of Wind and Wave Responses in Sentinel-1 SAR Doppler Shifts for Ocean Current Retrieval

Jiaheng CHE, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jing Zhang

DOAJ (DOAJ: Directory of Open Access Journals)

DOI

2026

Near-real-time two-dimensional wave spectrum retrieval from Gaofen-3 wave mode imagettes

Yuxin Fang, Chenqing Fan, Junmin Meng, Xiaoqing Wang, Jie Zhang, Qiushuang Yan

International Conference on Environmental Remote Sensing and Geographic Information Technology (ERSGIT)

DOI

2025

基于双极化SAR数据的西北太平洋台风海域风场智能反演

闫秋双，范陈清，赵欣彤，张杰

《清华大学学报(自然科学版)》

DOI

2025

Sea surface wind field retrieval from compressive sensing Sentinel-1 dual-polarimetric SAR images using deep learning

Xiaohan Li, Qiushuang Yan, Chenqing Fan, Jie Zhang

Journal of Physics Conference Series

DOI

2025

Empirical modelling of modulation transfer function for CFOSAT SWIM spectrometer

Guorui Yang, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jie Zhang, Weifu Sun

Remote Sensing Letters

DOI

2025

Simulation of microwave backscattering at sea surface with small incidence angle based on back propagation neural network

Hai Liu, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jie Zhang

Journal of Physics Conference Series

DOI

2025

Modeling of Ku-band backscatter from sea surface with wave breaking for 30-60° incidence angles

Yongyue Zhang, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jie Zhang

Journal of Physics Conference Series

DOI

2024

基于深度学习的Sentinel-1双极化SAR台风海况下海面风速反演方法

李潇寒，闫秋双，范陈清，张杰

《电波科学学报》

2024

Estimation of Significant Wave Height from Gaofen-3 SAR Wave Mode Data Based on Elastic Net Regression

Qiushuang Yan, Chenqing Fan, Tianran Song, Jie Zhang

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2024

Comparison of BPNN and Dual-Branch CNN for Significant Wave Height Estimation From Polarimetric Gaofen-3 SAR Wave Mode Data

Qiushuang Yan, Chenqing Fan, Junmin Meng, Tianran Song, Jie Zhang, Weifu Sun

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

A Two-Stage Strategy for Retrieving 2-D Ocean Wave Spectra From Chinese Gaofen-3 SAR Wave Mode Products

Yuxin Fang, Chenqing Fan, Rui Cao, Junmin Meng, Jie Zhang, Qiushuang Yan

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Optimized Estimation of Azimuth Cutoff for Retrieval of Significant Wave Height and Wind Speed From Polarimetric Gaofen-3 SAR Wave Mode Data

Zhichao Zheng, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jie Zhang, Tianran Song, Weifu Sun

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Fusion of multi-source wave spectra based on BU-NET

Qiang Miao, Qiushuang Yan, Jinpeng Qi, Chenqing Fan, Junmin Meng, Jie Zhang

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

Analysis of rain effects on China-France oceanography satellite scatterometer backscatter measurements

M. X. Quan, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jie Zhang

Remote Sensing Letters

DOI

2024

Calibration of CFOSAT Off‐Nadir SWIM SWH Product Based on CNN‐LSTM Model

Rui Zhang, Jinpeng Qi, Qiushuang Yan, Chenqing Fan, Yuchao Yang, Jie Zhang, Yong Wan

Earth and Space Science

DOI

2024

Reconstruction of Wide Swath Significant Wave Height From Quasi‐Synchronous Observations of Multisource Satellite Sensors

Yuchao Yang, Jinpeng Qi, Qiushuang Yan, Chenqing Fan, Rui Zhang, Jie Zhang

Earth and Space Science

DOI

2024

Improvements to the CFOSAT SWIM Wave Spectrum Based on the ViT Deep Learning Model

Rui Zhang, Jinpeng Qi, Qiushuang Yan, Chenqing Fan, Qiang Miao, Yuchao Yang, Jie Zhang

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Polarization-Enhancement Effects for the Retrieval of Significant Wave Heights from Gaofen-3 SAR Wave Mode Data

Qiushuang Yan, Chenqing Fan, Tianran Song, Jie Zhang

Remote Sensing

DOI

2023

Retrieval of Typhoon Wind Speed from Sentinel-1 Dual-Polarization SAR Based on Machine Learning

Xintong Zhao, Qiushuang Yan, Chenqing Fan, Jie Zhang

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2023

Effects of Directional Wave Spectra on the Modeling of Ocean Radar Backscatter at Various Azimuth Angles by a Modified Two-Scale Method

Qiushuang Yan, Yuqi Wu, Chenqing Fan, Junmin Meng, Tianran Song, Jie Zhang

Remote Sensing

DOI

2023

Effects of Wind Wave Spectra, Non-Gaussianity, and Swell on the Prediction of Ocean Microwave Backscatter with Facet Two-Scale Model

Yuqi Wu, Chenqing Fan, Qiushuang Yan, Junmin Meng, Tianran Song, Jie Zhang

Remote Sensing

DOI

2023

Comparison of Omnidirectional Ocean Wave Spectra From CFOSAT SWIM Observations and from Bouy Observations

Yu Yan, Qiushuang Yan, Chenqing Fan, Jie Zhang

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2022

Significant Wave Height Retrieval Using XGBoost from Polarimetric Gaofen-3 SAR and Feature Importance Analysis

Tianran Song, Qiushuang Yan, Chenqing Fan, Junmin Meng, Yuqi Wu, Jie Zhang

Remote Sensing

DOI

2022

Evaluation of Multi-Incidence Angle Polarimetric Gaofen-3 SAR Wave Mode Data for Significant Wave Height Retrieval

Chenqing Fan, Tianran Song, Qiushuang Yan, Junmin Meng, Yuqi Wu, Jie Zhang

Remote Sensing

DOI

2022

Dependence of the Azimuth Cutoff from Quad-Polarization Gaofen-3 SAR Image on Significant Wave Height and Wind Speed

Tianran Song, Chenqing Fan, Qiushuang Yan, Jie Zhang

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2022

Modified Two-Scale Model for Better Prediction of the Up/Down Wind Asymmetry in Radar Backscattering from the Ocean Surface

Yuqi Wu, Chenqing Fan, Qiushuang Yan, Jie Zhang

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2020

Understanding Ku-Band Ocean Radar Backscatter at Low Incidence Angles under Weak to Severe Wind Conditions by Comparison of Measurements and Models

Qiushuang Yan, Chenqing Fan, Jie Zhang, Junmin Meng

Remote Sensing

DOI

2019

Analysis of Ku- and Ka-Band Sea Surface Backscattering Characteristics at Low-Incidence Angles Based on the GPM Dual-Frequency Precipitation Radar Measurements

Qiushuang Yan, Jie Zhang, Chenqing Fan, Junmin Meng

Remote Sensing

DOI

2018

微波散射模型适用性分析与半经验散射模型构建

闫秋双

《中国海洋大学》

闫秋双

精选作品

期刊论文

基于高分三号SAR图像的海面起伏场准线性反演

基于机器学习的Sentinel-1 SAR多普勒频移风、浪响应建模与海流反演

Influence of mesoscale eddies on ocean surface waves in strong current zones based on eddy interior region wave-current directional partitioning

A Quasi-linear Inversion Algorithm for Retrieving Sea Surface Elevation from GF-3 SAR Images

Machine Learning-based Modeling of Wind and Wave Responses in Sentinel-1 SAR Doppler Shifts for Ocean Current Retrieval

Near-real-time two-dimensional wave spectrum retrieval from Gaofen-3 wave mode imagettes

基于双极化SAR数据的西北太平洋台风海域风场智能反演

Sea surface wind field retrieval from compressive sensing Sentinel-1 dual-polarimetric SAR images using deep learning

Empirical modelling of modulation transfer function for CFOSAT SWIM spectrometer

Simulation of microwave backscattering at sea surface with small incidence angle based on back propagation neural network

Modeling of Ku-band backscatter from sea surface with wave breaking for 30-60° incidence angles

基于深度学习的Sentinel-1双极化SAR台风海况下海面风速反演方法

Estimation of Significant Wave Height from Gaofen-3 SAR Wave Mode Data Based on Elastic Net Regression

Comparison of BPNN and Dual-Branch CNN for Significant Wave Height Estimation From Polarimetric Gaofen-3 SAR Wave Mode Data

A Two-Stage Strategy for Retrieving 2-D Ocean Wave Spectra From Chinese Gaofen-3 SAR Wave Mode Products

Optimized Estimation of Azimuth Cutoff for Retrieval of Significant Wave Height and Wind Speed From Polarimetric Gaofen-3 SAR Wave Mode Data

Fusion of multi-source wave spectra based on BU-NET

Analysis of rain effects on China-France oceanography satellite scatterometer backscatter measurements

Calibration of CFOSAT Off‐Nadir SWIM SWH Product Based on CNN‐LSTM Model

Reconstruction of Wide Swath Significant Wave Height From Quasi‐Synchronous Observations of Multisource Satellite Sensors

Improvements to the CFOSAT SWIM Wave Spectrum Based on the ViT Deep Learning Model

Polarization-Enhancement Effects for the Retrieval of Significant Wave Heights from Gaofen-3 SAR Wave Mode Data

Retrieval of Typhoon Wind Speed from Sentinel-1 Dual-Polarization SAR Based on Machine Learning

Effects of Directional Wave Spectra on the Modeling of Ocean Radar Backscatter at Various Azimuth Angles by a Modified Two-Scale Method

Effects of Wind Wave Spectra, Non-Gaussianity, and Swell on the Prediction of Ocean Microwave Backscatter with Facet Two-Scale Model

Comparison of Omnidirectional Ocean Wave Spectra From CFOSAT SWIM Observations and from Bouy Observations

Significant Wave Height Retrieval Using XGBoost from Polarimetric Gaofen-3 SAR and Feature Importance Analysis

Evaluation of Multi-Incidence Angle Polarimetric Gaofen-3 SAR Wave Mode Data for Significant Wave Height Retrieval

Dependence of the Azimuth Cutoff from Quad-Polarization Gaofen-3 SAR Image on Significant Wave Height and Wind Speed

Modified Two-Scale Model for Better Prediction of the Up/Down Wind Asymmetry in Radar Backscattering from the Ocean Surface

Understanding Ku-Band Ocean Radar Backscatter at Low Incidence Angles under Weak to Severe Wind Conditions by Comparison of Measurements and Models

Analysis of Ku- and Ka-Band Sea Surface Backscattering Characteristics at Low-Incidence Angles Based on the GPM Dual-Frequency Precipitation Radar Measurements

微波散射模型适用性分析与半经验散射模型构建

预印本

A Theory-Consistent Data-Driven Framework for Nonlinear Mapping of SAR Image Spectra to Normalised Two-Dimensional Wave Spectra

研究方向