- [1] Junwei Ma*, Ding Xia, Haixiang Guo, Yankun Wang, Xiaoxu Niu, Zhiyang Liu, Sheng Jiang (2022). Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study. Landslides, 19: 2489-2511. doi: 10.1007/s10346-022-01923-6. (Corresponding author, ESI Hot and Highly Cited Paper)
- [2] Junwei Ma*, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu (2022). A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression. Stochastic Environmental Research and Risk Assessment, 36: 3109-3129. doi:10.1007/s00477-022-02183-5. (Corresponding author, ESI Highly Cited Paper)
- [3] Junwei Ma*, Ding Xia, Yankun Wang, Xiaoxu Niu, Sheng Jiang, Zhiyang Liu, Haixiang Guo (2022). A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction. Engineering Applications of Artificial Intelligence, 114: 105150. doi: 10.1016/j.engappai.2022.105150 (Corresponding author, ESI Highly Cited Paper)
- [4] Yankun Wang, Huiming Tang*, Jinsong Huang, Tao Wen, Junwei Ma*, Junrong Zhang (2022). A comparative study of different machine learning methods for reservoir landslide displacement prediction. Engineering Geology, 298: 106544. doi:10.1016/j.enggeo.2022.106544. (Corresponding author, ESI Hot and Highly Cited Paper)
- [5] Ren, Zhiyuan, Ma, Junwei, Liu, Jiayu, Deng, Xin, Zhang, Guangcheng, & Guo, Haixiang. (2024). Enhancing deep learning-based landslide detection from open satellite imagery via multisource data fusion of spectral, textural, and topographical features: a case study of old landslide detection in the Three Gorges Reservoir Area (TGRA). Geocarto International, 39(1), 2421224. https://doi.org/10.1080/10106049.2024.2421224
- [6] Junwei Ma*, Jie Dou (2023). Editorial: Machine learning modeling for spatial-temporal prediction of geohazard. Sensors, 23(22), 9262; doi: 10.3390/s23229262. (Corresponding author)
- [7] Junwei Ma*, Dongze Lei, Zhiyuan Ren, Chunhai Tan, Ding Xia, Haixiang Guo (2023). Automated machine learning-based landslide susceptibility mapping for the Three Gorges Reservoir area, China. Mathematical Geosciences, 1-36. doi: 10.1007/s11004-023-10116-3 (Corresponding author)
- [8] Lei, Dongze, Ma, Junwei, Zhang, Guangcheng, Wang, Yankun, Deng, Xin, & Liu, Jiayu. (2024). Bayesian ensemble learning and Shapley additive explanations for fast estimation of slope stability with a physics-informed database. Natural Hazards. https://doi.org/10.1007/s11069-024-06917-2
- [9] Zhiyang Liu, Junwei Ma*, Ding Xia, Sheng Jiang, Zhiyuan Ren, Chunhai Tan, Dongze Lei, Haixiang Guo (2023). Toward the reliable prediction of reservoir landslide displacement using earthworm optimization algorithm-optimized support vector regression (EOA-SVR). Natural Hazards, 1-24. doi: 10.1007/s11069-023-06322-1. (Corresponding author)
- [10] Junwei Ma, Huiming Tang*, Xinli Hu, Antonio Bobet, Ming Zhang, Tingwei Zhu, Youjian Song, Mutasim A. M. Ez Eldina (2017). Identification of causal factors for the Majiagou landslide using modern data mining methods. Landslides, 2017, 14(1): 311-322. doi: 10.1007/s10346-016-0693-7.
- [11] Junwei Ma, Huiming Tang*, Xinli Hu, Antonio Bobet, Rui Yong, Mutasim A. M. Ez Eldin (2017). Model testing of the spatial-temporal evolution of a landslide failure. Bulletin of Engineering Geology and the Environment, 76(1): 323-339. doi: 10.1007/s10064-016-0884-4.
- [12] Junwei Ma, Huiming Tang*, Xiao Liu, Xinli Hu, Miaojun Sun, Youjian Song (2017). Establishment of a deformation forecasting model for a step-like landslide based on decision tree C5.0 and two-step cluster algorithms: a case study in the Three Gorges Reservoir area, China. Landslides, 2017, 14(3): 1275-1281. doi: 10.1007/s10346-017-0804-0.
- [13] Tao Wen, Huiming Tang*, Junwei Ma, Yankun Wang (2018). Evaluation of methods for determining crack initiation stress under compression. Engineering Geology, 235: 81-97. doi: 10.1016/j.enggeo.2018.01.018.
- [14] Junwei Ma, Huiming Tang*, Xiao Liu, Tao Wen, Junrong Zhang, Qinwen Tan, Zhiqiang Fan (2018). Probabilistic forecasting of landslide displacement accounting for epistemic uncertainty: a case study in the Three Gorges Reservoir area, China. Landslides, 15(6): 1145–1153, doi: 10.1007/s10346-017-0941-5.
- [15] Tao Wen, Huiming Tang*, Junwei Ma, Yourong Liu (2018). Energy analysis of the deformation and failure process of rock and its damage constitutive model. KSCE Journal of Civil Engineering, 2018, 1-12. doi：10.1007/s12205-018-0789-9.
- [16] Junwei Ma*, Aijun Su, Junrong Zhang, Tao Wen, Yankun Wang (2019). Reliability analysis for a large and complex landslide in the Three Gorges Reservoir area (China) based on incomplete information. Geomatics, Natural Hazards and Risk, 10(1): 181-196 doi: 10.1080/19475705.2018.1518274. (Corresponding author)
- [17] Junwei Ma*, Sheng Jiang, Zhiyang Liu, Zhiyuan Ren, Dongze Lei, Chunhai Tan, Haixiang Guo (2022) Machine learning models for slope stability classification of circular mode failure: An updated database and automated machine learning (AutoML) approach. Sensors, 22(23), 9166. doi: https://doi.org/10.3390/s22239166. (Corresponding author)
- [18] Sheng Jiang, Junwei Ma*, Zhiyang Liu, Haixiang Guo (2022). Scientometric analysis of artificial intelligence (AI) for geohazard research. Sensors, 22: 7814, doi: 10.3390/s22207814. (Corresponding author)
- [19] Junwei Ma, Xiaoxu Niu, Xiao Liu *, Yankun Wang, Tao Wen, Junrong Zhang (2020). Thermal infrared imagery integrated with terrestrial laser scanning and particle tracking velocimetry for characterization of landslide model failure. Sensors, 20(1): 219, doi: 10.3390/s20010219.
- [20] Junwei Ma*, Xiaoxu Niu, Huiming Tang *, Yankun Wang, Tao Wen, Junrong Zhang (2020). Displacement prediction of a complex landslide in the Three Gorges Reservoir Area (China) using a hybrid computational intelligence approach. Complexity, 2624547, doi: 10.1155/2020/2624547. (Corresponding author)
马俊伟 (副研究员)
副研究员 博士生导师 硕士生导师
曾获荣誉：两篇第一作者/通讯作者论文入选ESI全球0.1%热点
四篇第一作者/通讯作者论文入选ESI全球1%高被引
湖北省科学技术进步奖一项
2024年度“优秀硕士学位论文”指导老师
2025年度“优秀硕士学位论文”指导老师
性别：男
毕业院校：中国地质大学（武汉）
学历：博士研究生
学位：工学博士学位
在职信息：在职
所在单位：湖北巴东地质灾害国家野外科学观测研究站
入职时间：2016-09-01
联系方式：微信：majunwei
Email：
访问量：
最后更新时间：..
最后更新时间：..