Associate Professor
Master Tutor
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杜文英,女,武汉大学摄影测量与遥感专业工学博士,现任副教授,硕士生导师。
主要从事对地观测传感网与智慧流域理论与方法研究,致力于实现洪涝过程连续监测与智慧城市洪涝灾害应急响应应用。主要研究工作包括洪涝过程监测与分析理论与方法研究、洪涝知识图谱构建方法研究等。
近年来主持项目5项,并作为核心骨干成员参与国家重点研发计划、973计划和863计划等多个项目;负责制定国际电信联盟ITU-T智慧城市国际标准3项以及增补标准1项,在国内外发表学术论文二十余篇,其中SCI论文17篇;授权国家专利4项,登记软件著作权3项。
招生意向:
1、欢迎来自资源与环境、电子信息、地理信息系统、测绘、计算机、应用数学等相关专业的学生报考;
2、根据学生的就业/继续深造需求,制定差异化培养方案;
3、提供有竞争力的科研补贴,优秀学生有额外奖励。
项目经历:
国家重点研发计划子课题负责人1项,主持中国博士后科学基金面上项目1项,武汉大学自主科研项目1项,长江水利委员会长江科学院开放基金1项,武汉大学测绘遥感信息工程国家重点实验室自主科研项目1项,作为骨干参与国家重点研发计划1项,国家重点基础研究发展计划(973计划)1项,国家高技术研究发展计划(863计划)1项,其他项目2项。
1、国家重点研发计划课题,2018YFB2100501,城市多尺度综合感知共性体系与无缝感知技术,2019/07-2022/07,1317.00万元(个人经费60.00万元),在研,子课题负责人
2、武汉大学自主科研青年教师资助项目,2042020kf0011,城市暴雨内涝过程监测与定量分析方法研究,2020/01-2021/12,12.00万元,在研,主持
3、长江水利委员会长江科学院开放基金,CKWV2018487/KY,基于传感网的洪涝事件探测模型与服务方法研究,2018/07-2020/07,3.00万元,已结题,主持
4、国家重点研发计划课题,2017YFB0503803,城市群地质环境演化多源遥感监测与预警,2017/07-2021/06,575.00万元,在研,骨干
5、中国博士后科学基金面上资助项目,2017M622502,传感网环境下洪涝事件的主动探测与按需服务,2017/11-2019/03,5.00万元,已结题,主持
6、武汉大学测绘遥感信息工程国家重点实验室自主科研项目,传感网环境下洪涝事件过程探测与主动服务方法研究,2018/01-2018/12,5.00万元,已结题,主持
7、国家重点基础研究发展973计划,2011CB707101,对地观测传感网耦合模型与建模理论,2011/01-2015/12,445.00万元,已结题,参加
8、国家高技术研究发展计划(863计划)课题,2013AA01A608,城市信息多层次智能决策技术与系统,2013/01-2015/12,401.00万元,已结题,参加
学术成果:
发表论文24篇,其中一作/通讯论文12篇(地大T1论文2篇,T2论文4篇,T3论文3篇,T4论文3篇),授权发明专利4项,登记软件著作权3项,参与编写《对地观测传感网信息服务的模型与方法》和《智慧城市综合管理》等学术专著2部。
[1] Chen N., Zhang Y.*, Du W.*, Li Y., Chen M., Zheng X. KE-CNN: A new social sensing method for extracting geographical attributes from text semantic features and its application in Wuhan, China. Computers, Environment and Urban Systems. https://doi.org/10.1016/j.compenvurbsys.2021.101629.
[2] Zhang Y., Chen N., Du W.*, Li Y., Zheng X. Multi-source sensor based urban habitat and resident health sensing: A case study of Wuhan, China. Building and Environment. https://doi.org/10.1016/j.buildenv.2021.107883.
[3] Du W., Chen N.*, Yuan S., Wang C., Huang M., Shen H. Sensor Web - Enabled Flood Event Process Detection and Instant Service. Environmental Modelling & Software. 2019, 117: 29-42.
[4] Du W., Chen N.*, Liu D. Topology Adaptive Water Boundary Extraction based on a Modified Balloon Snake using GF-1 Satellite Images as an Example. Remote Sensing. 2017, 9(2): 140-165.
[5] Du W., Chen N.*, Liu D. Automatic Balloon Snake Method for Topology Adaptive Water Boundary Extraction: using GF-1 Satellite Imagery as an Example. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2017, 10(12): 5381-5394.
[6] Zhang Y., Chen N., Du W.*, Yao S., Zheng X. A New Geo-Propagation Model of Event Evolution Chain Based on Public Opinion and Epidemic Coupling. International Journal of Environmental Research and Public Health, 2020, 17(24), 9235.
[7] Du W., Chen N.*, Yan S. Online Soil Moisture Retrieval and Sharing using geospatial Web-Enabled BDS-R Service. Computers and Electronics in Agriculture. 2016, 121(2): 354-367.
[8] Huang M., Chen N., Du W.*, Wen M., Zhu D., Gong J. A novel two-step scheme for mapping large-area high resolution impervious surface derived by free medium resolution imagery and fewer high resolution imagery. GIScience & Remote Sensing. https://doi.org/10.1080/15481603.2021.1909304.
[9] Yao S., Chen N., Du W.*, Wang C., Chen C. A cellular automata model for rapid and accurate flood inundation simulation at the urban neighborhood scale. Water Resources Management. https://doi.org/10.1007/s11269-021-02826-2.
[10] Liu Y., Du W.*, Chen N., Wang X. Construction and Evaluation of the Integrated Perception Ecological Environment Indicator (IPEEI) Based on the DPSIR Framework for Smart Sustainable Cities. Sustainability, 2020, 12(17): 1-25.
[11] Chen, N., Yang M., Du W.*, Huang M. PM2.5 Estimation and Spatial-Temporal Pattern Analysis Based on the Modified Support Vector Regression Model and the 1 km Resolution MAIAC AOD in Hubei, China. ISPRS International Journal of Geo-Information. 2021, 10(1), 31.
[12] 杜文英, 陈能成*, 袁赛.传感网支持下的洪涝事件过程监测与准实时服务方法及验证.测绘学报, 2020, 49(2): 191-201.
[13] Chen, N.*, Du W., Song F., Chen Z. FLCNDEMF: An Event Metamodel for Flood Process Information Management under the Sensor Web Environment. Remote Sensing. 2015, 7(6): 7231-7256.
[14] Liu D., Chen N., Zhang X., Wang C., Du W. Annual large-scale urban land mapping based on Landsat time series in Google Earth Engine and OpenStreetMap data: A case study in the middle Yangtze River basin. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 159, 337-351.
[15] Huang, M., Chen, N.*, Du W., Chen, Z., Gong, J. DMBLC: An Indirect Urban Impervious Surface Area Extraction Approach by Detecting and Masking Background Land Cover on Google Earth Image. Remote Sensing. 2018, 10(5), 766.
[16] Chen, Z., Chen, N.*, Du W., Gong, J. An Active Monitoring Method for Flood Events. Computers & Geosciences. 2018, 116: 42-52.
[17] Chen N., Yao S., Wang C., Du W. A Method for Urban Flood Risk Assessment and Zoning Considering Road Environments and Terrain. Sustainability, 2019, 11(10), 2734.
[18] Chen, N., Xiong, C., Du, W., Wang, C., Chen, Z. An improved genetic algorithm coupling a back-propagation neural network model (IGA-BPNN) for water-level predictions. Water, 2019, 11(9), 1795.
[19] Chen, N. and Du W. Spatial-Temporal based Integrated Management for Smart City: Framework, Key techniques and Implementation. The 23rd International Conference on Geoinformatics, Wuhan, China, 19-21 June 2015.
[20] Chen N., Pu F., Hu C., Zhang X., Du W., Zhang L. Scientific Issues and Progress of the Chinese Integrated Earth Observation Sensor Web Project. In proceedings of 2013 IEEE International Conference on Systems, Man, and Cybernetics. 2013, 1058-1062.
[21] 陈能成, 刘丹丹, 杜文英. 改进Balloon Snake算法提取遥感影像水体边界. 遥感学报, 2017, 03: 425-433.
[22] 陈泽强, 陈能成, 杜文英, 宋凡.一种洪涝灾害事件信息建模方法. 地球信息科学学报, 2015, 17(6): 644-652.
[23] 陈能成, 么爽, 杜文英, 王超. 改进蚁群算法支持下的交通流量分配. 测绘通报, 2019, (10) : 72-76.
[24] 袁赛, 陈能成, 肖长江, 杜文英, 王凯. 存算分离的原位传感器观测接入方法. 计算机系统应用, 2017, 26(7): 90-96.
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