👋 About Me
I am currently a Ph.D. candidate at the School of Geodesy and Geomatics, Wuhan University. I received the B.Sc. degree from the College of Computer and Imformation Engineering at Xiamen University of Technology, and the M.Sc.degree from the College of Geological Engineering and Geomatics at Chang’an University.
My main research interests include deep learning, computer vision, geological hazard identification and analysis, remote sensing semantic segmentation, knowledge graphs, and multimodal large models.
🔥 News
- 2024.11: The GSMF-RS-DIL have been released.
- 2024.10: A papers is accepted by TGRS (SCI Q1).
- 2024.09: A papers is accepted by JSTARS (SCI Q2 Top).
- 2024.07: The DL-LSM Code have been released.
- 2023.01: A papers is accepted by Catena (SCI Q1 Top).
- 2022.07: The SVM-LSM Toolbox have been released.
- 2022.07: A paper is accepted by Remote Sensing (RS) (SCI Q2 Top).
- 2022.06: A paper is accepted by Earth Science (EI).
- 2022.02: A papers is accepted by Journal of natural disasters (CSCD).
📝 Publications
Updating......
📚 Remote sensing semantic segmentation
📚 Landslide susceptibility mapping
An Efficient User-Friendly Integration Tool for Landslide Susceptibility Mapping Based on Support Vector Machines: SVM-LSM Toolbox
Remote Sensing (RS), 2022
(SCI Q2 Top)
Wubiao Huang, Mingtao Ding*, Zhenhong Li, Jianqi Zhuang, Jing Yang, Xinlong Li, Ling’en Meng, Hongyu Zhang, and Yue Dong
[PDF] [Alternate] [BibTex] [Github]
基于层数自适应加权卷积神经网络的川藏交通廊道沿线滑坡易发性评价(Evaluation of Landslide Susceptibility Based on Layer Adaptive Weighted Convolutional Neural Network Model along Sichuan-Tibet Traffic Corridor)
地球科学(Earth Science), 2022
(EI)
黄武彪(Wubiao Huang), 丁明涛*(Mingtao Ding), 王栋(Dong Wang), 蒋良文(Liangwen Jiang), and 李振洪(Zhenhong Li)
[PDF] [Alternate] [BibTex]
📚 Landslide identification, detection and evolution
A Generalized Deep Learning-based Method for Rapid Co-seismic Landslide Mapping
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2024
(SCI Q2 Top)
Jing Yang, Mingtao Ding, Wubiao Huang, Zhenhong Li*, Zhengyang Zhang, Jing Wu, Jianbing Peng
[PDF] [Alternate] [BibTex]
2022年四川泸定Mw6.6级地震诱发地质灾害空间分布及影响因素(Spatial Distribution and Influencing Factors of Geohazards Induced by the 2022 Mw6.6 Luding (Sichuan, China) Earthquake)
地球科学与环境学报(Journal of Earth Science and Environment), 2022
(中文核心)
陈博(Bo Chen), 李振洪(Zhenhong Li)*, 黄武彪(Wubiao Huang), 刘振江(Zhenjiang Liu), 张成龙(Chenglong Zhang), 杜建涛(Jiantao Du), 宋闯(Chuang Song), 丁明涛(Mingtao Ding), 朱武(Wu Zhu), 张双成(Shuangcheng Zhang), 王建伟(Jianwei Wang) and 彭建兵(Jianbing Peng)
[PDF] [Alternate] [BibTex]
基于光学遥感像素偏移量的金沙江流域2018年白格滑坡演变过程(Evolution of the 2018 Baige Landslides Revealed by Optical Remote Sensing Pixel Offsets in Jinsha River Basin, China)
地球科学与环境学报(Journal of Earth Science and Environment), 2022
(中文核心)
董岳(Yue Dong), 丁明涛(Mingtao Ding)*, 李鑫泷(Xinlong Li), 张雪松(Xuesong Zhang), 黄武彪(Wubiao Huang), 刘振江(Zhenjiang Liu), and 李振洪(Zhenhong Li)
[PDF] [Alternate] [BibTex]
📚 Flood mapping
大范围洪涝灾害影响下的交通网受损快速评估(Rapid Assessment of Traffic Inefficiency Under Flood Scenarios over Wide Regions)
武汉大学学报（信息科学版）(Geomatics and Information Science of Wuhan University), 2023
(EI)
李振洪(Zhenhong Li), 王建伟(Jianwei Wang)*, 胡羽丰(Yufeng Hu), 朱武(Wu Zhu), 付鑫(Xin Fu), 张双成(Shuangcheng Zhang), 余琛(Chen Yu), 王乐(Le Wang), 张驰(Chi Zhang), 杜建涛(Jaintao Du), 黄武彪(Wubiao Huang), 吕夏合(Xiahe Lv), 张成龙(Chenglong Zhang), 陈博(Bo Chen), 刘旭旭(Xuxu Liu), and 岳雨晴(Yuqing Yue)
[PDF] [Alternate] [BibTex]
📚 Forest fire monitoring
📖 Educations
- 2023.09 - Present, Ph.D. in the School of Geodesy and Geomatics, Wuhan University, Wuhan, China. Supervisor: Prof. Fei Deng.
- 2020.09 - 2023.06, M.S. in the College of Geological Engineering and Geomatics, Chang’an University, Xi’an, China. Supervisor: Prof. Zhenhong Li and Prof. Mingtao Ding.
- 2016.09 - 2020.06, B.S. in the College of Computer and Imformation Engineering, Xiamen University of Technology, Xiamen, China. Supervisor: Prof. Haijun Luan.