Urban land cover mapping using random forest combined with optical and SAR data. - Hongsheng Zhang 001; Yuanzhi Zhang; Hui Lin 002 (IGARSS, 2012)

A comparison study of impervious surfaces estimation using optical and SAR remote sensing images. - Hongsheng Zhang 001; Yuanzhi Zhang; Hui Lin 002 (Int. J. Appl. Earth Obs. Geoinformation, 2012)

Evaluation of the potential of ASAR data to estimate impervious surface area. - Hongsheng Zhang 001; Yuanzhi Zhang; Hui Lin 002 (Ann. GIS, 2012)

Monitoring glacier flow rates dynamic of Geladandong Ice Field by SAR images Interferometry and offset tracking. - Gang Li; Hui Lin 002; Yu Li 009; Hongsheng Zhang 001; Liming Jiang 002 (IGARSS, 2014)

Establishment of rocky desertification index in Southwest of China. - Lanying Yuan; Zhenlu Yu; Zezhong Zheng; Guoqing Zhou 001; Yalan Liu; Qing Xia; Minfeng Xing; Hongsheng Zhang 001 (IGARSS, 2014)

Impervious surfaces estimation using dual-polarimetric SAR and optical data. - Hongsheng Zhang 001; Hui Lin 002; Yu Li 009; Yuanzhi Zhang (IGARSS, 2014)

Seasonal effects of impervious surface estimation in subtropical monsoon regions. - Hongsheng Zhang 001; Yuanzhi Zhang; Hui Lin 002 (Int. J. Digit. Earth, 2014)

Improved Compact Polarimetric SAR Quad-Pol Reconstruction Algorithm for Oil Spill Detection. - Yu Li 009; Yuanzhi Zhang; Jie Chen 009; Hongsheng Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

The application of ant colony algorithm in emergency rescue with GIS. - Yufeng Lu; Yong He 007; Jun Xia; Zezhong Zheng; Huan Wei; Yalan Liu; Xiang Zhang 002; Guoqing Zhou 001; Zhanmang Liao; Guiyun Zhou; Hongsheng Zhang 001; Jiang Li 001 (IGARSS, 2015)

Drought monitoring and warning in the middle reach of Yangtze River with MODIS. - Lanying Yuan; Mingcang Zhu; Zezhong Zheng; Jun Xia; Xiang Zhang 002; Yong He 007; Guoqing Zhou 001; Xiaowen Li 001; Guiyun Zhou; Yufeng Lu; Shi Qiu; Hongsheng Zhang 001; et al. (IGARSS, 2015)

Feature selection for urban impervious surfaces estimation using optical and SAR images. - Hongsheng Zhang 001; Hui Lin 002 (JURSE, 2015)

Impacts of Feature Normalization on Optical and SAR Data Fusion for Land Use/Land Cover Classification. - Hongsheng Zhang 001; Hui Lin 002; Yu Li 009 (IEEE Geosci. Remote. Sens. Lett., 2015)

High-level impervious surfaces classification in urban environments from hyperspectral imagery. - Ting Wang 007; Hongsheng Zhang 001; Hui Lin 002 (WHISPERS, 2016)

An automatic co-registration approach for optical and SAR data in urban areas. - Hongsheng Zhang 001; Gang Li; Hui Lin 002 (Ann. GIS, 2016)

Textural-Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery. - Ting Wang 007; Hongsheng Zhang 001; Hui Lin 002; Chao-Yang Fang (Remote. Sens., 2016)

Using pan-sharpened high resolution satellite data to improve impervious surfaces estimation. - Ru Xu; Hongsheng Zhang 001; Ting Wang 007; Hui Lin 002 (Int. J. Appl. Earth Obs. Geoinformation, 2017)

GA-SVM Algorithm for Improving Land-Cover Classification Using SAR and Optical Remote Sensing Data. - Chanika Sukawattanavijit; Jie Chen 009; Hongsheng Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Urban Impervious Surfaces Estimation From Optical and SAR Imagery: A Comprehensive Comparison. - Ru Xu; Hongsheng Zhang 001; Hui Lin 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Urban Functional Regions Using Social Media Check-Ins. - Zhengqiang Guo; Zezhong Zheng; Jiaxi Liu; Shengli Wang; Pingchuan Zhong; Mingcang Zhu; Yong He 007; Ling Jiang; Guoqing Zhou 001; Hongsheng Zhang 001; Jiang Li 001 (IGARSS, 2018)

Sparse Representation for Impervious Surface Area Extraction Using Worldview-2 and terrasar-x data. - Yinyi Lin; Hongsheng Zhang 001; Gang Li; Ting Wang 007; Hui Lin 002 (IGARSS, 2018)

A Manifold Learning Approach of Land Cover Classification for Optical and SAR Fusing Data. - Xiangyu Tan; Shaobin Jiang; Zezhong Zheng; Pingchuan Zhang; Mingcang Zhu; Yong He 007; Zhenlu Yu; Na Wang; Ling Jiang; Guoqing Zhou 001; Hongsheng Zhang 001; Jiang Li 001 (IGARSS, 2018)

A Comparative Study Of Impervious Surface Estimation From Optical And Sar Data Using Deep Convolutional Networks. - Hongsheng Zhang 001; Luoma Wan; Ting Wang 007; Yinyi Lin; Hui Lin 002; Zezhong Zheng (IGARSS, 2018)

A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection. - Ting Wang 007; Hongsheng Zhang 001; Hui Lin 002; Xiuping Jia (IEEE Access, 2018)

Exploring the optimal integration levels between SAR and optical data for better urban land cover mapping in the Pearl River Delta. - Hongsheng Zhang 001; Ru Xu (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Potential of Combining Optical and Dual Polarimetric SAR Data for Improving Mangrove Species Discrimination Using Rotation Forest. - Hongsheng Zhang 001; Ting Wang 007; Mingfeng Liu; Mingming Jia; Hui Lin 002; L. M. Chu; Adam T. Devlin (Remote. Sens., 2018)

Quantifying Short-Term Urban Land Cover Change with Time Series Landsat Data: A Comparison of Four Different Cities. - Hongsheng Zhang 001; Ting Wang 007; Yuhan Zhang; Yiru Dai; Jiangjie Jia; Chang Yu; Gang Li; Yinyi Lin; Hui Lin 002; Yang Cao (Sensors, 2018)

Chlorophyll-a Estimation in Turbid Waters Using Combined SAR Data With Hyperspectral Reflectance Data: A Case Study in Lake Taihu, China. - Yuanzhi Zhang; Martti Hallikainen; Hongsheng Zhang 001; Hongtao Duan 001; Yu Li 009; X. San Liang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Land Price Assesment Based on Deep Neural Network. - Ankai Hou; Guoqing Zhou 001; Hongsheng Zhang 001; Jiang Li 001; Jiaxi Liu; Yuxuan Tao; Shaobin Jiang; Kai Li 011; Zezhong Zheng; Jun Xia; Yong He 007; Mingcang Zhu (IGARSS, 2019)

Urban Functional Regions Discovering Based on Deep Learning. - Fan Mou; Zhigang Liu 013; Ankai Hou; Ling Jiang; Shengli Wang; Jiang Li 001; Rui Kong; Kai Li 011; Zezhong Zheng; Jun Xia; Yong He 007; Mingcang Zhu; et al. (IGARSS, 2019)

PolSAR Observation of Mangroves Using the Polarimetric Matched Filter. - Ferdinando Nunziata; Emanuele Ferrentino; Hongsheng Zhang 001; Maurizio Migliaccio (RTSI, 2019)

A small-patched convolutional neural network for mangrove mapping at species level using high-resolution remote-sensing image. - Luoma Wan; Hongsheng Zhang 001; Guanghui Lin; Hui Lin 002 (Ann. GIS, 2019)

The Mangrove Forests Change and Impacts from Tropical Cyclones in the Philippines Using Time Series Satellite Imagery. - Mary Joy C. Buitre; Hongsheng Zhang 001; Hui Lin 002 (Remote. Sens., 2019)

Urbanization and Its Impacts on Land Surface Temperature in Colombo Metropolitan Area, Sri Lanka, from 1988 to 2016. - H. P. U. Fonseka; Hongsheng Zhang 001; Ying Sun 007; Hua Su; Hui Lin 002; Yinyi Lin (Remote. Sens., 2019)

Improving Impervious Surface Extraction With Shadow-Based Sparse Representation From Optical, SAR, and LiDAR Data. - Yinyi Lin; Hongsheng Zhang 001; Gang Li; Ting Wang 007; Luoma Wan; Hui Lin 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Characterizing Tree Species of a Tropical Wetland in Southern China at the Individual Tree Level Based on Convolutional Neural Network. - Ying Sun 007; Qinchuan Xin; Jianfeng Huang; Bo Huang 001; Hongsheng Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Impervious Surface Estimation From Optical and Polarimetric SAR Data Using Small-Patched Deep Convolutional Networks: A Comparative Study. - Hongsheng Zhang 001; Luoma Wan; Ting Wang 007; Yinyi Lin; Hui Lin 002; Zezhong Zheng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Shadow Free Multisource Stack Sparse Autoencoder Framework for Urban Impervious Surface Mapping. - Yinyi Lin; Hongsheng Zhang 001; Peifeng Ma; Hui Lin 002 (IGARSS, 2020)

Analyzing Mangrove Zonation Dynamics Using Time-Series High-Resolution Satellite Images. - Mingfeng Liu; Hongsheng Zhang 001; Luoma Wan; Yinyi Lin; Hui Lin 002 (IGARSS, 2020)

GF-5 Hyperspectral Data for Species Mapping of Mangrove in Mai Po, Hong Kong. - Luoma Wan; Yinyi Lin; Hongsheng Zhang 001; Feng Wang 022; Mingfeng Liu; Hui Lin 002 (Remote. Sens., 2020)

On the Ability of PolSAR Measurements to Discriminate Among Mangrove Species. - Emanuele Ferrentino; Ferdinando Nunziata; Hongsheng Zhang 001; Maurizio Migliaccio (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Flood Mapping and Classification Jointly Using MuWI and Machine Learning Techniques. - Sarah Mazhar; Guangmin Sun; Zifeng Wang 004; Hao Liang; Hongsheng Zhang 001; Yu Li 009 (ICCAIS, 2021)

Analysing the Influence of Land Cover Type on the Performance of Large-scale Road Extraction. - Guangmin Sun; Hao Liang; Yu Li 009; Hongsheng Zhang 001 (ICCPR, 2021)

Multisource Shadow-Based Fuzzy Set (MSFS) Approach for Impervious Surfaces Mapping from Optical and SAR Data. - Yinyi Lin; Hongsheng Zhang 001; Peifeng Ma; Yu Li 009 (IGARSS, 2021)

Mangrove Species Mapping Using Deep Learning with Fusion of Hyperspectral and High-Resolution Multispectral Images. - Luoma Wan; Hongsheng Zhang 001; Peifeng Ma; Guanghui Lin (IGARSS, 2021)

Leveraging optical and SAR data with a UU-Net for large-scale road extraction. - Yinyi Lin; Luoma Wan; Hongsheng Zhang 001; Shan Wei; Peifeng Ma; Yu Li 009; Zhuoyi Zhao (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Developing a grid-based association rules mining approach to quantify the impacts of urbanization on the spatial extent of mangroves in China. - Shan Wei; Yinyi Lin; Luoma Wan; Guanghui Lin; Yuanzhi Zhang; Hongsheng Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Early Monitoring of Exotic Mangrove Sonneratia in Hong Kong Using Deep Convolutional Network at Half-Meter Resolution. - Luoma Wan; Hongsheng Zhang 001; Mingfeng Liu; Yinyi Lin; Hui Lin 002 (IEEE Geosci. Remote. Sens. Lett., 2021)

Improving Urban Land Cover Classification in Cloud-Prone Areas with Polarimetric SAR Images. - Jing Ling; Hongsheng Zhang 001; Yinyi Lin (Remote. Sens., 2021)

Estimating Coastal Chlorophyll-A Concentration from Time-Series OLCI Data Based on Machine Learning. - Hua Su; Xuemei Lu; Zuoqi Chen; Hongsheng Zhang 001; Wenfang Lu; Wenting Wu (Remote. Sens., 2021)

Intra-Year Urban Renewal in Metropolitan Cities Using Time Series SAR and Optical Data. - Yinyi Lin; Hongsheng Zhang 001 (IGARSS, 2022)

Pixel-Wise Cloud Dictionary Learning for Fusing Optical and SAR Data. - Jing Ling; Hongsheng Zhang 001 (IGARSS, 2022)

Hybrid Transformer Networks for Urban Land Use Classification from Optical and SAR Images. - Rui Liu; Hongsheng Zhang 001; Jing Ling (IGARSS, 2022)

A Land Cover Background-Adaptive Framework for Large-Scale Road Extraction. - Yu Li 009; Hao Liang; Guangmin Sun; Zifeng Yuan; Yuanzhi Zhang; Hongsheng Zhang 001 (Remote. Sens., 2022)

Mapping Urban Impervious Surface With an Unsupervised Approach Using Interferometric Coherence of SAR Images. - Xindan Liang; Yinyi Lin; Hongsheng Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Scattering Texture Hierarchical Fusion Deepnet (STHFN) for Functional Impervious Surface Recognition in Coastal Cities. - Jing Ling; Hongsheng Zhang 001; Rui Liu (IGARSS, 2023)

WCDL: A Weighted Cloud Dictionary Learning Method for Fusing Cloud-Contaminated Optical and SAR Images. - Jing Ling; Hongsheng Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Patterns of Typical Chinese Urban Agglomerations Based on Complex Spatial Network Analysis. - Sijia Li; Huadong Guo; Zhongchang Sun; Zongqiang Liu; Huiping Jiang; Hongsheng Zhang 001 (Remote. Sens., 2023)

Unabated Global Ocean Warming Revealed by Ocean Heat Content from Remote Sensing Reconstruction. - Hua Su; Yanan Wei; Wenfang Lu; Xiao-Hai Yan; Hongsheng Zhang 001 (Remote. Sens., 2023)

Advancing SAR monitoring of urban impervious surface with a new polarimetric scattering mixture analysis approach. - Jing Ling; Shan Wei; Paolo Gamba; Rui Liu; Hongsheng Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Remote Sensing of Coastal Waters, Land Use/Cover, Lakes, Rivers, and Watersheds II. - Jiayi Pan 001; Bo Huang 001; Hongsheng Zhang 001; Adam T. Devlin (Remote. Sens., 2023)

Cascaded Deep Learning Model for Accurate Land Use and Land Cover Classification. - Ayesha Irfan; Guangmin Sun; Yu Li 009; Hongsheng Zhang 001 (IGARSS, 2024)

Optical and SAR Image Registration with Deep Reinforcement Learning. - Rui Liu; Hongsheng Zhang 001 (IGARSS, 2024)

Cloud probability distribution of typical urban agglomerations in China based on Sentinel-2 satellite remote sensing. - Jing Ling; Rui Liu; Shan Wei; Shaomei Chen; Luyan Ji; Yongchao Zhao; Hongsheng Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Contrastive Learning for Urban Land Cover Classification With Multimodal Siamese Network. - Rui Liu; Jing Ling; Yinyi Lin; Hongsheng Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2024)

SCFN: A Deep Network for Functional Urban Impervious Surface Mapping Using C-Band and L-Band Polarimetric SAR Data. - Jing Ling; Hongsheng Zhang 001; Rui Liu; Yinyi Lin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. - Kangning Cui; Ruoning Li; Sam L. Polk; Yinyi Lin; Hongsheng Zhang 001; James M. Murphy; Robert J. Plemmons; Raymond H. Chan (IEEE Trans. Geosci. Remote. Sens., 2024)

DS-HyFA-Net: A Deeply Supervised Hybrid Feature Aggregation Network With Multiencoders for Change Detection in High-Resolution Imagery. - Zilu Ying; Tingfeng Xian; Yikui Zhai; Xudong Jia 001; Hongsheng Zhang 001; Jiahao Pan; Pasquale Coscia; Angelo Genovese; Vincenzo Piuri; Fabio Scotti (IEEE Trans. Geosci. Remote. Sens., 2024)

CAS-Net: Comparison-Based Attention Siamese Network for Change Detection With an Open High-Resolution UAV Image Dataset. - Yikui Zhai; Wenba Li; Tingfeng Xian; Xudong Jia 001; Hongsheng Zhang 001; Zijun Tan; Jianhong Zhou; Junying Zeng; C. L. Philip Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Efficient Adjacent Feature Harmonizer Network With UAV-CD+ Dataset for Remote Sensing Change Detection. - Yikui Zhai; Jiahao Pan; Hongsheng Zhang 001; Tingfeng Xian; Ying Xu; Pasquale Coscia; Angelo Genovese; Vincenzo Piuri; Fabio Scotti; C. L. Philip Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

An Integrated Time-Series Relative Soil Moisture Monitoring Method Based on a SAR Backscattering Model. - Xin Bao; Rui Zhang 052; Xu He; Age Shama; Gaofei Yin; Jie Chen 031; Hongsheng Zhang 001; Guoxiang Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

AEGL-Net: Adaptive Multiscale Global-Local Feature Fusion Network for Remote Sensing Change Detection. - Zilu Ying; Yijun Zhou; Yikui Zhai; Hufei Zhu; Hongsheng Zhang 001; Pasquale Coscia; Angelo Genovese; Fabio Scotti; Vincenzo Piuri; C. L. Philip Chen (IEEE Trans. Geosci. Remote. Sens., 2025)