中南大学 hujun

主要从事基于雷达卫星遥感的地质灾害监测与解译研究。目前主持国家自然科学基金青年项目、国家自然科学基金面上项目、湖南省自然科学基金等项目，曾参与湖南省重点研发计划等。在Remote Sensing of Environment、Remote Sensing和Natural Hazards等国际著名期刊发表SCI论文20余篇。

曾获湖南师范大学“世承人才计划”青年优秀人才称号、中南大学优秀博士论文等。

工作经历：

2018/12-至今，湖南师范大学，资源与环境科学学院，副教授

2018/03-2018/09，香港理工大学，土地测量及地理资讯学系，博士后

2015/07-2018/11，湖南师范大学，资源与环境科学学院，讲师

2015/03-2015/06，香港理工大学，土地测量及地理资讯学系，博士后

2013/02-2015/02，香港理工大学，土地测量及地理资讯学系，研究助理

教育经历：

2009/09-2015/01，中南大学，大地测量学与测量工程，博士

2006/09-2008/12，中南大学，大地测量学与测量工程，硕士

2002/09-2006/07，徐州师范大学，测绘工程，学士

部分科研项目：

1.国家自然科学基金项目面上项目，42474054，基于环境先验信息约束的库岸滑坡InSAR高精度高时频三维时序形变监测，2025.1-2028.12，主持

2.湖南省自然科学基金面上项目，2022JJ30031，复杂地表环境下单轨InSAR滑坡三维形变监测研究，2022/01-2024/12，主持

3.国家自然科学基金项目，41704001，融合DEM和植被覆盖指数的滑坡区InSAR形变测量值不确定度估计，2018/01-2020/12，主持

3.湖南省自然科学基金项目，2018JJ3347，基于多时相多平台InSAR的滑坡三维精细测量研究，2018/01-2020/12，主持

5.湖南省教育厅创新平台开放基金项目，16K053，基于雷达遥感技术的洞庭湖流域水土流失监测研究，2016/9-2018/12，主持

6.基于星载雷达遥感的湖南典型地质灾害三维动态监测与自动解译研究，省科技厅科研项目，2017/1-2019/12，子课题负责人

7.欧洲空间局(ESA)数据合作计划名称,29255,Investigation of ground subsidence associated with groundwater withdrawal by analyzing a large amount of ERS- 1/2 and EVNISAT SAR data with MT-InSAR method, 2015/1-2017/12, 主持

8.德国宇航中心(DLR)数据合作计划,LAN1831,Monitoring ground subsidence caused by groundwater withdrawal with archived high-resolution TerraSAR-X images ,2014/1-2017/12, 主持

2019-2025发表的主要论文：

1. Yang, L.; Sun, Q.*; Gui, R.; Hu, J. Monitoring of Cropland Non-Agriculturalization Based on Google Earth Engine and Multi-Source Data. Appl. Sci. 2025, 15, 1474. https://doi.org/10.3390/app15031474

2. Qian Sun, Cong Li , Tao Xiong, Rong Gui , Bing Han, Yilun Tan , Aoqing Guo , Junfeng Li and Jun Hu. Automatic Landslide Detection in Gansu, China, Based on InSAR Phase Gradient Stacking and AttU-Net. Remote Sensing, 2024, 16, 3711.https://doi.org/10.3390/rs16193711

3. Gui,R., Qin,Y.J., Hu,Z., Dong,J.Z., Sun,Q.*, Hu, J.,Yuan, Y.B., Mo, Z.W. Neural Network-Based Fusion of InSAR and Optical Digital Elevation Models with Consideration of Local Terrain Features. Remote Sensing, 2024, 16, 3567. https://doi.org/10.3390/rs16193567

4. Xiong, T., Sun, Q.*, Hu, J. Landslide Detection Based on Multi-Direction Phase Gradient Stacking, with Application to Zhouqu, China. Applied Sciences, 2024, 14, 1632, doi: 10.3390/app14041632

5. Zheng, W.J., Sun, Q.*, Hu, J., Lu, Z., Zhu, K., Ye, X., Huang, G.W., Huang, M.J., Zhu, J.J., Li, Z.W. Investigating kinematics and triggers of slowmoving reservoir landslide using an improved MTInSAR method. Geomatics, Natural Hazards and Risk, 2023, 14:1, 2289835, doi: 10.1080/19475705.2023.2289835

6. Guo, A.Q., Sun, Q.*, Hu, J., Zheng, W.J., Gui, R., Yu Y.N. MUSEnet: High Temporal-Frequency Estimation of Landslide Deformation Field through Joint InSAR and Hydrological Observations using Deep Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, doi: 10.1109/JSTARS.2023.3338449

7. Gui, R., Sun, Q.*, Wu, W.Q., Zhang, D.J., Li, Q.Q. Transfer learning for cross-scene 3D pavement crack detection based on enhanced deep edge features. Engineering Applications of Artificial Intelligence, 2023, 123: 106452, doi: 10.1016/j.engappai.2023.106452

8. 盖侨侨，孙倩*，胡俊，张宁. 融合时序 InSAR 形变的白银市地质灾害易发性评价. 武汉大学学报(信息科学版)，2023，doi: 10.13203/j.whugis20220192.

9. He, C.H., Sun, Q.*, Hu, J., Gui, R. Location and Activity Changes of Slow-Moving Landslides Due to an Earthquake: Perspective from InSAR Observations. Remote Sensing, 2023, 15, 1977, doi: 10.3390/rs15081977.

10. Qian Sun*，Heng Zhang，Long Huang and Caihong He. Monitoring Surface Deformation Associated with Soil Erosion in Loess Plateau with An Improved SBAS-InSAR Algorithm. Frontiers in Environmental Science，2022, doi: 10.3389/fenvs.2022.953442 (SCI) 【3类】

11. 黄龙，孙倩*，胡俊. 基于InSAR与随机森林的滑坡敏感性评价及误差改正研究. 测绘通报，2022，10：13-20，doi: 10.13474/j.cnki.11-2246.2022.0288

12. Kang Zhu , Xing Zhang, Qian Sun*, Hai Wang and Jun Hu. Characterizing Spatiotemporal Patterns of Land Deformation in the Santa Ana Basin, Los Angeles, from InSAR Time Series and Independent Component Analysis. Remote Sensing, 2022, 14, 2624. https://doi.org/10.3390/rs14112624 (SCI) 【2类】

13. Chen, Y.G., Sun, Q.*, Hu, J. Quantitatively Estimating of InSAR Decorrelation Based on Landsat-Derived NDVI. Remote Sensing, 2021, 13, 2440, doi: 10.3390/rs13132440 (SCI) 【2类】

14. Zhang, H., Sun, Q.*, Hu, J. Analysis of Surface Deformation in East Dongting Lake Based on 2016-2019 Sentinel-1A Dataset. Journal of Sensors, 2021, doi: 10.1155/2021/5524057 (SCI) 【3类】

15. 孙倩，胡俊，陈小红. 多时相InSAR技术及其在滑坡监测中的关键问题分析. 地理与地理信息科学，2019，35（3）：37-45 (CSCD) 【4类】

2018前发表的主要论文：

16. 郑万基，孙倩*，刘小鸽. 利用Sentinel-1A数据和TCP-InSAR技术监测金沙江中游兴培当至草可都段滑坡. 测绘工程，2018，27（9）：51-58，63 (CSCD) 【4类】

17. 孙倩. 多基线、多时相和多平台InSAR滑坡监测研究. 地理与地理信息科学，2018，34（1）：127 (CSCD) 【4类】

18. Chen, X.H., Sun, Q.*, Hu, J. Generation of Complete SAR Geometric Distortion Maps Based on DEM and Neighbor Gradient Algorithm. Applied Sciences, 2018, 8, 2206, doi:10.3390/app8112206 (SCI) 【3类】

19. An, M., Sun, Q.*, Hu, J., Tang, Y.Q., Zhu, Z.W. Coastline detection with Gaofen-3 SAR images using an improved FCM method. Sensors, 2018, 18, 1898, doi: 10.3390/s18061898 (SCI) 【3类】

20. Zhang, L., Sun Q.*, Hu, J. Potential of TCPInSAR in Monitoring Linear Infrastructure with a Small Dataset of SAR Images: Application of the Donghai Bridge, China. Applied Sciences, 2018, 8, 425, doi: 10.3390/app8030425 (SCI) 【3类】

21. Sun, Q., Hu, J., Zhang, L., Ding, X.L. Towards slow-moving landslide monitoring by integrating multi-sensor InSAR time series datasets: The Zhouqu case study, China. Remote Sensing, 2016, 8, 908, doi: 10.3390/rs8110908 (SCI).

22. Sun, Q., Zhang, L., Ding, X.L., Hu, J., Li, Z.W. Slope Deformation Prior to Zhouqu, China Landslide from InSAR Time Series Analysis. Remote Sensing of Environment, 2015, 156: 45-57, doi: 10.1016/j.rse.2014.09.029 (SCI).

23. Sun, Q., Zhang, L., Ding, X.L., Hu, J., Liang, H.Y. Investigation of slow-moving landslides from ALOS/PALSAR images with TCPInSAR: A case study of Oso, USA. Remote Sensing, 2015, 7: 72-88, doi: 10.3390/rs70100072 (SCI).

24. Sun, Q., Zhang, L., Hu, J., Ding, X.L., Li, Z.W., Zhu, J.J. Characterizing Sudden Geo-hazards in Mountainous Areas by DInSAR with an Enhancement of Topographic Error Correction. Natural Hazards, 2015, 75: 2343-2356, doi: 10.1007/s11069-014-1431-x (SCI).

25. Sun, Q., Li, Z.W., Zhu, J.J., Ding, X.L., Hu, J., Xu, B. Improved Goldstein Filter for InSAR Noise Reduction Based on Local SNR. Journal of Central South University, 2013, 20(7): 1896-1903, doi: 10.1007/s11771-013-1688-3 (SCI).

26. 孙倩，朱建军，李志伟，尹宏杰，胡波，蒋弥. 基于信噪比的InSAR干涉图自适应滤波，测绘学报，2009，38（5）：437-442＋449 (EI).