姓 名: 曹颖
性 别: 女
职 称: 副教授/硕士生导师
学 历: 博士研究生
电 话: 15002744808
邮 箱: caoying@cug.edu.cn
教育及主要工作经历:
2007.09-2011.06,长安大学,地质工程与测绘学院地质工程专业,获学士学位;
2014.11-2015.11,伦敦大学学院(UCL),风险和减灾研究所(IRDR),联合培养博士,合作导师为David E. Alexander教授;
2011.09-2016.06,中国地质大学(武汉),华人策略celue地质工程专业,获博士学位,导师为殷坤龙教授;
2016.09-至今,中国地质大学(武汉),华人策略celue,副教授/硕士生导师。
主要研究方向:
滑坡灾害机理分析与稳定性评价、人工智能与地质灾害风险精细化评价、地质灾害监测与智能预警预报、遥感技术(InSAR,LiDAR,无人机等)地质灾害早期识别与调查评价。
近五年主持或参与的项目:
万州区乡镇地质灾害风险评价与管理研究,2019.07.01 ~ 2024.07.01,600万元,子课题主持。
三峡库区缓倾角地层滑坡的时空演化机理研究,2019/09-2021/09,3万元,主持。
滑坡涌浪运动模拟测量装置研发,2022/6-2024/6, 3.5万元,主持。
国家自然科学基金青年项目,41702330,堆积层滑坡地表变形裂缝的水力性质及降雨入渗规律研究,2018/01-2020/12,23万元,主持.
万州区重点移民城镇地质安全风险调查评价,2021/12/01-2022/06/30,200万元,子课题主持。
重庆市地质灾害气象风险预警模型研究,2021/11/10-2022/12/31,180万元,主研。
国家重点研发计划项目,2018YFC0809402,输电线路杆塔基础滑坡风险评估和安全防护技术研究,2018/07-2021/06,465万,主研.
特大型库岸滑坡高速入水过程的能量传递机理及涌浪预测研究,2021/01-2024/12,57万,主研.
三峡库区大型堆积层滑坡时空差异变形与建筑物易损性模型研究,2019/01-2022/12,62万,主研。
国家自然科学基金青年项目,41907253,InSAR技术支持下的三峡库区库岸滑坡早期识别与面状变形预测研究,2020/01/01-2022/12/31,25万元,主研。
国家自然科学基金面上项目,42172318,大型堆积体滑坡控滑结构响应机制及滑坡位移频幅预测,2022/01/01-2025/12/31,60万元,主研。
主要论文成果:
Ying Cao, Kunlong Yin*, Chao Zhou, Bayes Ahmed. Establishment of landslide groundwater level prediction model based on GA-SVM. Sensors[J], 2020, 20(3): 845.
Ying Cao, Kunlong Yin*, David E. Alexander, Chao Zhou. Using an extreme learning machine to predict the displacement of step-like landslides in relation to controlling factors[J]. Landslides, 2016, 13(4): 725-736.
Chao Zhou, Ying Cao*, Kunlong Yin, Emanuele Intrieri, Filippo Catani, Lixing Wu. Characteristic comparison of seepage-driven and buoyancy-driven landslides in Three Gorges Reservoir area, China[J]. Engineering Geology, 2022, 301: 106590.
Chao Zhou, Ying Cao, Xie Hu, Kunlong Yin, Yue Wang, Filippo Catani. Enhanced dynamic landslide hazard mapping using MT-InSAR method in the Three Gorges Reservoir Area. Landslides, 2021.
Chao Zhou, Ying Cao, Kunlong Yin, et al. Landslide Characterization Applying Sentinel-1 Images and InSAR Technique: The Muyubao Landslide in the Three Gorges Reservoir Area, China. Remote Sensing, 2020, 12(20): 3385.
周超, 殷坤龙,曹颖,李远耀.基于集成学习与径向基神经网络耦合模型的三峡库区滑坡易发性评价研究. 地球科学, 2020,40(6):1875-1876.
Chao Zhou, Kunlong Yin, Ying Cao *, Bayes Ahmed, Xiaolin Fu. A novel method for landslide displacement prediction by integrating advanced computational intelligence algorithms. Scientific Reports, 2018, 8(1).
Chao Zhou, Kunlong Yin, Ying Cao, Emanuele Intrieri, Bayes Ahmed, Filippo Catani. Displacement prediction of step-like landslide by applying a novel kernel extreme learning machine method. Landslides, 2018, 15(5):1015-1027.
Chao Zhou, Kunlong Yin, Ying Cao, Bayes Ahmed, Yuanyao Li, Filippo Catani. Landslide susceptibility modeling applying machine learning methods: a case study from longju in the three gorges reservoir area, China. Computers and Geosciences, 2018, 112, 23-37. (ESI高被引论文)
Ying Cao, Kunlong Yin*. The artificial dropping experiment about the mechanism reach of loess landslides induced by rain or irrigation[J]. Electronic Journal of Geotechnical Engineering,2015, 20(7):1965-1980.
曹颖,殷坤龙*,徐丽萍,孔隙水压力的变化与滑坡速度的关系[J]. 地质科技情报,2014, 33(4):202-206.
Ying Cao, Kunlong Yin*. Comprehensive Assessment on Sanzhouxi Landslide Stability Considering Displacement Monitoring, The Electronic Journal of Geotechnical Engineering[J]. 2013, 18X: 5507-5524.
Chao Zhou, Kunlong Yin*, Ying Cao, Bayes Ahmed. Application of time series analysis and PSO–SVM model in predicting the Bazimen landslide in the Three Gorges Reservoir, China[J]. Engineering Geology, 2016, 204: 108-120.( ESI高被引论文)
Yu Lanbing, Ying Cao, Chao Zhou*, Yang Wang, Zhitao Huo. Landslide Susceptibility Mapping Combining Information Gain Ratio and Support Vector Machines: A Case Study from Wushan Segment in the Three Gorges Reservoir Area, China. Applied Science, 2019, 9(22):4756.
周超,殷坤龙*,曹颖,黄发明,基于诱发因素响应与支持向量机的阶跃式滑坡位移预测,岩石力学与工程学报,2015, 34 (S2):4132-4139.
王伟,殷坤龙*,曹颖,结合位移监测分析的树坪滑坡稳定性综合评价,安全与环境工程,2014, 1(2):19-22,45.
Yang Wang*, Yang Tang, Ying Cao, Li De-ying, Wang Wei. Study on the Velocity of Partially Submerged Landslide, Journal of Engineering Science & Technology Review,2014, 7(3): 62-67.
Deying Li, Yang Wang*, Lixia Chen, Ying Cao. Displacement prediction of Bazimen landslide with step-like deformation in the Three Gorges Reservoir, Disaster Advances, 2013, 6 (S4): 185-191.
Ying Cao, Kunlong Yin*. The deformation characteristics and response relationship with the influencing factors of the typical colluvial landslide in the Three Gorges Reservoir. The Fifth Annual Conference of UCL Institute for Risk and Disaster Reduction, University College London,2015, London,UK. 2015 .5.13.
曹颖. 单体滑坡灾害风险评价与预警预报——以万州区塘角1号滑坡为例[D].中国地质大学(武汉),博士,2016.
已授权发明专利:
周超、甘露露、曹颖等. 一种易发性建模的非滑坡样本选取方法及计算机设备, 2022.08.24, 中国, 202210708635.1
已授权软件著作权:
周超, 王红平, 曹颖等. 高精度地形数据支持下的滑坡软件识别软件[简称:HPTLI], 2020.06.30, 2020SR0700030.
周超、殷坤龙、汪洋、曹颖等. 水库滑坡-涌浪灾害链风险智能预警系统[简称:EWRLT], 2020.07.08, 2020SR0738510.
周超, 袁鹏程, 殷坤龙, 曹颖. 地质灾害气象风险智能预警系统软件[简称:IEWSRG], 2021.03.01, 2021SR0795085.
对研究生的要求:
具有正直的人品和团队协作精神;对科研工作有激情和动力,愿意为此付出时间;培养创新知识和独立思考的能力;具有有基本的科研素养,并掌握基本的科学计算和绘图软件等工作技能。