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：湖北省科学技术进步奖一项

性别：男

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（Wechat）：majunwei

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论文成果

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[1] Zhiyuan Ren, Junwei Ma, Jiayu Liu, Xin Deng, Guangcheng Zhang, Haixiang Guo. (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
[2] Dongze Lei, Junwei Ma, Guangcheng Zhang, Yankun Wang, Xin Deng, Jiayu Liu. (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
[3] 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)
[4] Ding Xia, Cheng He, Huiming Tang*, Yunfeng Ge, Junwei Ma, Junrong Zhang (2022). An efficient approach to determine the shear damage zones of rock joints using photogrammetry. Rock Mechanics and Rock Engineering, 55: 5789-5805, doi: 10.1007/s00603-022-02898-5
[5] 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)
[6] 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)
[7] 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)
[8] 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)
[9] 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)
[10] 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)
[11] Yiqing Chen, Deyun Wang, Ludan Zhang, Haixang Guo, Junwei Ma, Wei Gao (2023). Flood risk assessment of Wuhan, China, using a multi-criteria analysis model with the improved AHP-Entropy method. Environmental Science and Pollution Research, 30, 96001–96018. doi: 10.1007/s11356-023-29066-8
[12] 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)
[13] Hussain, Muhammad Afaq, Zhanlong Chen*, Ying Zheng, Muhammad Shoaib, Junwei Ma, Ijaz Ahmad, Aamir Asghar, Junaid Khan (2022). PS-InSAR based monitoring of land subsidence by groundwater extraction for Lahore Metropolitan City, Pakistan. Remote Sensing, 14: 3950. doi: 10.3390/rs14163950
[14] 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)
[15] Xiaoxu Niu, Junwei Ma*, Yankun Wang, Junrong Zhang, Hongjie Chen, Huiming Tang (2021). A novel decomposition-ensemble learning model based on ensemble empirical mode decomposition and recurrent neural network for landslide displacement prediction. Applied Sciences, 11: 4684. doi: 10.3390/app11104684. (Corresponding author)
[16] Tao Wen, Huiming Tang*, Yankun Wang Y, Junwei Ma (2020). Evaluation of methods for determining rock brittleness under compression. Journal of Natural Gas Science and Engineering, 103321. doi: 10.1016/j.jngse.2020.103321
[17] Yankun Wang, Huiming Tang*, Tao Wen, Junwei Ma (2020). Direct interval prediction of landslide displacements using least squares support vector machines. Complexity, 7082594. doi: 10.1155/2020/7082594. doi: 10.1155/2020/7082594
[18] Junrong Zhang, Huiming Tang, Tao Wen, Junwei Ma, Qinwen Tan, Din Xia, Xiao Liu, Yongquan Zhang* (2020). A hybrid landslide displacement prediction method based on CEEMD and DTW-ACO-SVR-Cases studied in the Three Gorges Reservoir Area. Sensors, 20(15): 4287. doi: 10.3390/s20154287.
[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)

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中国地质大学（武汉）校址：湖北省武汉市鲁磨路388号
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