[1].  Liye Mei , Andong Huang , Zhaoyi Ye , Yaxiaer Yalikun , Ying Wang , Chuan Xu , Wei Yang  and Xinghua Li.  STLNet: Symmetric Transformer Learning Network for Remote Sensing Image Change Detection.  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  18.  2655-2667.  2025.  （SCI，中科院二区Top，IF=4.7，第二通讯）.

[2].  Mengmeng Wang , Liang Zhou , Kaiyue Zhang , Xinghua Li , Ming Hao  and Yuanxin Ye.  ESAM-CD: Fine-Tuned EfficientSAM Network with LoRA for Weakly Supervised Remote Sensing Image Cha....  IEEE Transactions on Geoscience and Remote Sensing.  62.  4708616.  2024.  （SCI，中科院一区，IF=7.5）.

[3].  Dekun Lin , Huanfeng Shen , Xinghua Li , Chao Zeng , Tao Jiang , Yongming Ma  and Mingjie Xu.  Joint block adjustment and variational optimization for global and local radiometric normalizatio....  ISPRS Journal of Photogrammetry and Remote Sensing.  218.  187-203.  2024.  （SCI，中科院一区Top，IF=10.6）.

[4].  Yinghong Jing , Yao Li , Xinghua Li , Liupeng Lin , Xiaojun She , Menghui Jiang  and Huanfeng Shen.  An Integrated Learning Framework for Seamless High-Resolution Soil Moisture Estimation.  IEEE Transactions on Geoscience and Remote Sensing.  62.  4210917.  2024.  （SCI，中科院一区，IF=7.5）.

[5].  Xingjian Zhang , Linglin Xie , Shuang Li , Fan Lei , Li Cao  and Xinghua Li.  Wuhan Dataset: A High-Resolution Dataset of Spatiotemporal Fusion for Remote Sensing Images.  IEEE Geoscience and Remote Sensing Letters.  21.  1-5.  2024.  （SCI，中科院三区，IF=4.0）.

[6].  Weiling Liu , Yonghua Jiang , Fangting Li , Guo Zhang , Huaibo Song , Chengjun Wang  and Xinghua Li.  Collaborative dual-harmonization reconstruction network for large-ratio cloud occlusion missing i....  Engineering Applications of Artificial Intelligence.  136.  108861.  2024.  （SCI，中科院二区Top，IF=7.5）.

[7].  Xinghua Li , Linglin Xie , Caifeng Wang , Jianhao Miao , Huanfeng Shen  and Liangpei Zhang.  Boundary-enhanced dual-stream network for semantic segmentation of high-resolution remote sensing....  GIScience & Remote Sensing.  61 (1).  2356355.  2024.  （SCI，中科院二区，IF=6.0，一作）.

[8].  Chuan Xu , Haonan Yu , Liye Mei , Ying Wang , Jian Huang , Wenying Du , Shuangtong Jin , Xinliu Li , Minglin Yu , Wei Yang  and Xinghua Li.  Rethinking Building Change Detection: Dual-Frequency Learnable Visual Encoder with Multi-Scale In....  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  17.  6174-6188.  2024.  （SCI，中科院二区Top，IF=4.7）.

[9].  Zhiyong Zuo , Zhongjian Wu , Zhenbao Luo , Yuyong Cui , Xinghua Li , LiyuanWang  and Shengzhe Wang.  Remote Sensing Image Destriping Using Weighted Low-rank Prior and Global Spatial-Spectral Total V....  Journal of Imaging Science and Technology.  68 (6).  1-19.  2024.  （SCI）.

[10].  Peng Dou , Huanfeng Shen , Chunlin Huang , Zhiwei Li , Yujun Mao  and Xinghua Li.  Large-scale land use / land cover extraction from Landsat imagery using feature relationships mat....  International Journal of Applied Earth Observation and Geoinformation.  129.  103866.  2024.  （SCI，中科院一区Top，IF=7.6）.

[11].  Xingjian Zhang , Shuang Li , Zhenyu Tan  and Xinghua Li.  Enhanced wavelet based spatiotemporal fusion networks using cross-paired remote sensing images.  ISPRS Journal of Photogrammetry and Remote Sensing.  211.  281-297.  2024.  （SCI，中科院一区Top，IF=10.6，通讯）.

[12].  Yanyuan Huang , Xinghua Li , Zhengshun Du  and Huanfeng Shen.  Spatiotemporal Enhancement and Interlevel Fusion Network for Remote Sensing Images Change Detecti....  IEEE Transactions on Geoscience and Remote Sensing.  62.  1-14.  2024.  （SCI，中科院一区，IF=7.5，ESI高被引，通讯）.

[13].  Weiling Liu , Yonghua Jiang , Jingyin Wang , Guo Zhang , Da Li , Huaibo Song , Yun Yang , Xiao Huang  and Xinghua Li.  Global and Local Dual Fusion Network for Large-ratio Cloud Occlusion Missing Information Reconstr....  IEEE Geoscience and Remote Sensing Letters.  21.  1-5.  2024.  （SCI，中科院三区，IF=4.0）.

[14].  Ao Li , Xinghua Li  and Xiaoshuang Ma.  Residual Dual U-shape Networks With Improved Skip Connections for Cloud Detection.  IEEE Geoscience and Remote Sensing Letters.  21.  1-5.  2024.  （SCI，中科院三区，IF=4.0，第一通讯）.

[15].  Zhengshun Du , Xinghua Li , Jianhao Miao , Yanyuan Huang , Huanfeng Shen  and Liangpei Zhang.  Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images.  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  17.  719-731.  2024.  （SCI，中科院二区Top，IF=4.7，ESI高被引，通讯）.

[16].  Weiling Liu , Hao Cui , Yonghua Jiang , Guo Zhang , Xinghua Li , Haifeng Li , Yujia Chen  and Jun Yang.  DecRecNet: A Decoupling-Reconstruction Network for Restoring the Missing Information of Optical R....  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  16.  10204-10228.  2023.  （SCI，中科院二区Top，IF=4.7）.

[17].  Xuechen Bai , Xinghua Li , Jianhao Miao  and Huanfeng Shen.  Making the Earth Clear at Night: A High-resolution Nighttime Light Image Deblooming Network.  IEEE Transactions on Geoscience and Remote Sensing.  61.  1-13.  2023.  （SCI，中科院一区，IF=7.5，通讯）.

[18].  Anqi Zhao , Ce Wang  and Xinghua Li.  A global+ multiscale hybrid network for hyperspectral image classification.  Remote Sensing Letters.  14 (9).  1002-1010.  2023.  （SCI，中科院四区，IF=1.4，通讯）.

[19].  Shuang Li , Liang Xu , Jiajia Chen , Yazhen Jiang , Shuying Sun , Shaohuai Yu , Zhenyu Tan  and Xinghua Li.  Monitoring vegetation dynamics (2010–2020) in Shengnongjia Forestry District with cloud-removed ....  The Egyptian Journal of Remote Sensing and Space Sciences.  26 (3).  527-543.  2023.  （SCI，中科院二区，IF=3.7，第二通讯）.

[20].  Qiang Liu , Xiangchao Meng , Xinghua Li  and Feng Shao.  Detail Injection-based Spatio-Temporal Fusion for Remote Sensing Images with Land Cover Changes.  IEEE Transactions on Geoscience and Remote Sensing.  61.  1-14.  2023.  （SCI，中科院一区，IF=7.5）.

[21].  Huanfeng Shen , Wei Zhou  and Xinghua Li.  A Fast Globally Optimal Seamline Detection Method for High-Resolution Remote Sensing Images.  IEEE Geoscience and Remote Sensing Letters.  20.  1-5.  2023.  （SCI，中科院三区，IF=4.0，通讯）.

[22].  Zhiyong Lv , Haitao Huang , Xinghua Li , Minghua Zhao , J´on Atli Benediktsson , Weiwei Sun  and Nicola Falco.  Land Cover Change Detection with Heterogeneous Remote Sensing Images: Review, Progress and Perspe....  Proceedings of The IEEE.  110 (12).  1976-1991.  2022.  （SCI，中科院一区Top，IF=23.2，ESI高被引，第二通讯）.

[23].  Chaojun Long , Xinghua Li , Yinghong Jing  and Huanfeng Shen.  Bishift Networks for Thick Cloud Removal with Multitemporal Remote Sensing Images.  International Journal of Intelligent Systems.  2023.  1-17.  2023.  （SCI，中科院二区Top，IF=5.0，通讯）.

[24].  Hongyi Zhang , Yong Liu , Xinghua Li , Ruitao Feng , Yazhen Jiang , Xiaobin Guan  and Shuang Li.  Combing remote sensing information entropy and machine learning for ecological environment assess....  Journal of Environmental Management.  325.  116553.  2022.  （SCI，中科院二区Top，IF=8.0，第一通讯）.

[25].  Yinghong Jing , Liupeng Lin , Xinghua Li , Tongwen Li  and Huanfeng Shen.  Cascaded Downscaling−Calibration Networks for Satellite Precipitation Estimation.  IEEE Geoscience and Remote Sensing Letters.  19.  1-5.  2022.  （SCI，中科院三区，IF=4.0，通讯）.

[26].  Dong Chu , Huanfeng Shen , Xiaobin Guan  and Xinghua Li.  An L1-regularized variational approach for NDVI time-series reconstruction considering inter-annu....  International Journal of Applied Earth Observation and Geoinformation.  114.  103021.  2022.  （SCI，中科院一区Top，IF=7.6）.

[27].  Ruitao Feng , Xinghua Li , Jianjun Bai  and Yuanxin Ye.  MID: A novel mountainous remote sensing imagery registration dataset assessed by a coarse-to-fine....  Remote Sensing.  14 (17).  4178.  2022.  （SCI，中科院二区，IF=4.2，通讯）.

[28].  Yinghong Jing , Liupeng Lin , Xinghua Li , Tongwen Li  and Huanfeng Shen.  An attention mechanism based convolutional network for satellite precipitation downscaling over C....  Journal of Hydrology.  613.  128388.  2022.  （SCI，中科院一区Top，IF=5.9）.

[29].  Jiajia Chen , Huanfeng Shen , Xinghua Li , Tongwen Li  and Ying Wei.  Ground-level ozone estimation based on geo-intelligent machine learning by fusing in-situ observa....  International Journal of Applied Earth Observation and Geoinformation.  112.  102955.  2022.  （SCI，中科院一区Top，IF=7.6）.

[30].  Hongtao Jiang , Sanxiong Chen , Xinghua Li , Jingan Wu , Jing Zhang  and Longfeng Wu.  A Novel Method for Long Time Series Passive Microwave Soil Moisture Downscaling over Central Tibe....  Remote Sensing.  14 (12).  2902.  2022.  （SCI，中科院二区，IF=4.2）.

[31].  Yinghong Jing , Xinghua Li  and Huanfeng Shen.  STAR NDSI collection: A cloud-free MODIS NDSI dataset (2001–2020) for China.  Earth System Science Data.  14 (7).  3137-3156.  2022.  （SCI，中科院一区Top，IF=11.2，第一通讯）.

[32].  Penghai Wu , Yang Su , Sibo Duan , Xinghua Li , Hui Yang , Chao Zeng , Xiaoshuang Ma , Yanlan Wu  and Huanfeng Shen.  A two-step deep learning framework for mapping gapless all-weather land surface temperature using....  Remote Sensing of Environment.  277.  113070.  2022.  （SCI，中科院一区Top，IF=11.1，第二通讯）.

[33].  Junbo Yu , Xinghua Li , Xiaobin Guan  and Huanfeng Shen.  A remote sensing assessment index for urban ecological livability and its application.  Geo-spatial Information Science.  27 (2).  289-310.  2024.  （SCI，中科院一区，IF=4.4）.

[34].  Shuang Li , Liang Xu , Yinghong Jing , Hang Yin , Xinghua Li  and Xiaobin Guan.  High-quality vegetation index product generation: A review of NDVI time series reconstruction tec....  International Journal of Applied Earth Observation and Geoinformation.  125.  102640.  2021.  （SCI，中科院一区Top，IF=7.6，ESI高被引，第一通讯）.

[35].  Liupeng Lin , Jie Li , Huanfeng Shen , Lingli Zhao , Qiangqiang Yuan  and Xinghua Li.  Low-Resolution Fully Polarimetric SAR and High-Resolution Single-Polarization SAR Image Fusion Ne....  IEEE Transactions on Geoscience and Remote Sensing.  60.  5216117.  2022.  （SCI，中科院一区，IF=7.5）.

[36].  Dong Chu , Huanfeng Shen , Xiaobin Guan , Jingming Chen , Xinghua Li , Jie Li  and Liangpei Zhang.  Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion.  Remote Sensing of Environment.  264.  112632.  2021.  （SCI，中科院一区Top，IF=11.1）.

[37].  Xinghua Li , Zhengshun Du , Yanyuan Huang  and Zhenyu Tan.  A deep translation (GAN) based change detection network for optical and SAR remote sensing images.  ISPRS Journal of Photogrammetry and Remote Sensing.  179.  14-34.  2021.  （SCI，中科院一区Top，IF=10.6，ESI高被引、热点，一作）.

[38].  Xinghua Li , Meizhen He , Huifang Li  and Huanfeng Shen.  A Combined Loss Based Multi-Scale Fully Convolutional Network for High-Resolution Remote Sensing ....  IEEE Geoscience and Remote Sensing Letters.  19.  8017505.  2022.  （SCI，中科院三区，IF=4.0，ESI高被引，一作）.

[39].  Ruitao Feng , Huanfeng Shen , Jianjun Bai  and Xinghua Li.  Advances and Opportunities in Remote Sensing Image Geometric Registration: A Systematic Review of....  IEEE Geoscience and Remote Sensing Magazine.  9 (4).  120-142.  2021.  （SCI，中科院一区，IF=16.2，通讯）.

[40].  Xinghua Li , Hongyi Zhang , Junbo Yu , Yuting Gong , Xiaobin Guan  and Shuang Li.  Spatial-temporal analysis of urban ecological comfort index derived from remote sensing data – A....  Journal of Applied Remote Sensing.  15 (4).  042403.  2021.  （SCI，中科院四区，IF=1.4，一作）.

[41].  Ruitao Feng , Qingyun Du , Huanfeng Shen  and Xinghua Li.  Region-by-Region Registration Combining Feature-Based and Optical Flow Methods for Remote Sensing....  Remote Sensing.  13 (8).  1475.  2021.  （SCI，中科院二区，IF=4.2，通讯）.

[42].  Penghai Wu , Zhixiang Yin , Chao Zeng , Sibo Duan , Frank-M. Gottsche , Xiaoshuang Ma , Xinghua Li , Hui Yang  and Huanfeng Shen.  Spatially Continuous and High-Resolution Land Surface Temperature Product Generation: A Review of....  IEEE Geoscience and Remote Sensing Magazine.  9 (3).  112-137.  2021.  （SCI，中科院一区，IF=16.2，ESI高被引）.

[43].  Zhenyu Tan , Meiling Gao , Xinghua Li  and Liangcun Jiang.  A Flexible Reference-Insensitive Spatiotemporal Fusion Model for Remote Sensing Images Using Cond....  IEEE Transactions on Geoscience and Remote Sensing.  60.  5601413.  2022.  （SCI，中科院一区，IF=7.5，ESI高被引，通讯）.

[44].  Zhenyu Tan , Xinghua Li , Meiling Gao  and Liangcun Jiang.  The Environmental Story During the COVID-19 Lockdown: How Human Activities Affect PM2.5 Concentra....  IEEE Geoscience and Remote Sensing Letters.  19.  1001005.  2022.  （SCI，中科院三区，IF=4.0，通讯）.

[45].  Xiaoshuang Zhang , Ruitao Feng , Xinghua Li , Huanfeng Shen  and Zhaoxiang Yuan.  Block Adjustment-Based Radiometric Normalization by Considering Global and Local Differences.  IEEE Geoscience and Remote Sensing Letters.  (19).  8002805.  2022.  （SCI，中科院三区，IF=4.0，ESI高被引，通讯）.

[46].  Xinghua Li , Zhiwei Li , Ruitao Feng , Shuang Luo , Chi Zhang , Menghui Jiang  and Huanfeng Shen.  Generating High-quality and High-resolution Seamless Satellite Imagery for Large-scale Urban Regi....  Remote Sensing.  12 (1).  81.  2019.  （SCI，中科院二区，IF=4.2，共同一作）.

[47].  Yinghong Jing , Huanfeng Shen , Xinghua Li  and Xiaobin Guan.  A Two-stage Fusion Framework to Generate a Spatio-temporally Continuous MODIS NDSI Product over t....  Remote Sensing.  11 (19).  2261.  2019.  （SCI，中科院二区，IF=4.2，通讯）.

[48].  Xinghua Li , Ruitao Feng , Xiaobin Guan , Huanfeng Shen  and Liangpei Zhang.  Remote Sensing Image Mosaicking: Achievements and Challenges.  IEEE Geoscience and Remote Sensing Magazine.  7 (4).  8-22.  2019.  （SCI，中科院一区，IF=16.2，一作）.

[49].  Hongtao Jiang , Huanfeng Shen , Xinghua Li , Chao Zeng , Huiqin Liu  and Fangni Lei.  Extending the SMAP 9-km soil moisture product using a spatio-temporal fusion model.  Remote Sensing of Environment.  231.  111224.  2019.  （SCI，中科院一区Top，IF=11.1）.

[50].  Xinghua Li , Yinghong Jing , Huanfeng Shen  and Liangpei Zhang.  The recent developments in cloud removal approaches of MODIS snow cover product.  Hydrology and Earth System Sciences.  23 (5).  2401-2416.  2019.  （SCI，中科院一区Top，IF=5.7，一作）.

[51].  Xiaobin Guan , Huanfeng Shen , Xinghua Li , Wenxia Gan  and Liangpei Zhang.  A long-term and comprehensive assessment of the urbanization-induced impacts on vegetation net pr....  Science of The Total Environment.  669.  342-352.  2019.  （SCI，中科院一区Top，IF=8.2）.

[52].  Ruitao Feng , Qingyun Du , Xinghua Li  and Huanfeng Shen.  Robust registration for remote sensing images by combining and localizing feature- and area-based....  ISPRS Journal of Photogrammetry and Remote Sensing.  151.  15-26.  2019.  （SCI，中科院一区Top，IF=10.6，ESI高被引，第一通讯）.

[53].  Xinghua Li , Liyuan Wang , Qing Cheng , Penghai Wu , Wenxia Gan  and Lina Fang.  Cloud removal in remote sensing images using nonnegative matrix factorization and error correctio....  ISPRS Journal of Photogrammetry and Remote Sensing.  148.  103-113.  2019.  （SCI，中科院一区Top，IF=10.6，ESI高被引，一作）.

[54].  Yuting Lu , Penghai Wu , Xiaoshuang Ma  and Xinghua Li.  Detection and prediction of land use/land cover change using spatiotemporal data fusion and the C....  Environmental Monitoring and Assessment.  191 (2).  68.  2019.  （SCI，中科院四区，IF=2.9）.

[55].  Xiaobin Guan , Huanfeng Shen , Xinghua Li , Wenxia Gan  and Liangpei Zhang.  Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of ....  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  11 (12).  4637-4648.  2018.  （SCI，中科院二区Top，IF=4.7）.

[56].  Qiang Zhang , Qiangqiang Yuan , Chao Zeng , Xinghua Li  and Yancong Wei.  Missing Data Reconstruction in Remote Sensing Image With a Unified Spatial-Temporal-Spectral Deep....  IEEE Transactions on Geoscience and Remote Sensing.  56 (8).  4274-4288.  2018.  （SCI，中科院一区，IF=7.5，ESI高被引）.

[57].  Xinghua Li , Huanfeng Shen , Ruitao Feng , Jie Li  and Liangpei Zhang.  DEM generation from contours and a low-resolution DEM.  ISPRS Journal of Photogrammetry and Remote Sensing.  134.  135-147.  2017.  （SCI，中科院一区Top，IF=10.6，一作）.

[58].  Xiaobin Guan , Huanfeng Shen , Wenxia Gan , Gang Yang , Lunche Wang , Xinghua Li  and Liangpei Zhang.  A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing an....  Remote Sensing.  9 (10).  1082.  2017.  （SCI，中科院二区，IF=4.2）.

[59].  Xinghua Li , Wenxuan Fu , Huanfeng Shen , Chunlin Huang  and Liangpei Zhang.  Monitoring snow cover variability (2000–2014) in the Hengduan Mountains based on cloud-removed M....  Journal of Hydrology.  551.  314-327.  2017.  （SCI，中科院一区Top，IF=5.9，一作）.

[60].  Xinghua Li , Huanfeng Shen , Huifang Li  and Liangpei Zhang.  Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Recons....  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  9 (8).  3629-3641.  2016.  （SCI，中科院二区Top，IF=4.7，一作）.

[61].  Xinghua Li , Nian Hui , Huanfeng Shen , Yunjie Fu  and Liangpei Zhang.  A robust mosaicking procedure for high spatial resolution remote sensing images.  ISPRS Journal of Photogrammetry and Remote Sensing.  109.  108-125.  2015.  （SCI，中科院一区Top，IF=10.6，共同一作）.

[62].  Gang Yang , Huanfeng Shen , Liangpei Zhang , Zongyi He  and Xinghua Li.  A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI T....  IEEE Transactions on Geoscience and Remote Sensing.  53 (11).  6008-6021.  2015.  （SCI，中科院一区，IF=7.5）.

[63].  Huanfeng Shen , Xinghua Li , Qing Cheng , Chao Zeng , Gang Yang , Huifang Li  and Liangpei Zhang.  Missing Information Reconstruction of Remote Sensing Data: A Technical Review.  IEEE Geoscience and Remote Sensing Magazine.  3 (3).  61-85.  2015.  （SCI，中科院一区，IF=16.2，ESI高被引）.

[64].  Xinghua Li , Huanfeng Shen , Liangpei Zhang  and Huifang Li.  Sparse-based reconstruction of missing information in remote sensing images from spectral/tempora....  ISPRS Journal of Photogrammetry and Remote Sensing.  106.  1-15.  2015.  （SCI，中科院一区Top，IF=10.6，一作）.

[65].  Xinghua Li , Huanfeng Shen , Liangpei Zhang , Hongyan Zhang , Qiangqiang Yuan  and Gang Yang.  Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Mu....  IEEE Transactions on Geoscience and Remote Sensing.  52 (11).  7086-7098.  2014.  （SCI，中科院一区，IF=7.5，ESI高被引，一作）.

[66].  Xinghua Li , Huanfeng Shen , Liangpei Zhang , Hongyan Zhang  and Qiangqiang Yuan.  Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression.  IEEE Geoscience and Remote Sensing Letters.  11 (4).  768-772.  2014.  （SCI，中科院三区，IF=4.0，一作）.

[67].  Huanfeng Shen , Xinghua Li , Liangpei Zhang , Dacheng Tao  and Chao Zeng.  Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 ....  IEEE Transactions on Geoscience and Remote Sensing.  52 (5).  894-906.  2014.  （SCI，中科院一区，IF=7.5）.