杜文英，女，工学博士，副教授，硕士生导师，ITU国际标准编辑。

研究方向：洪涝灾害时空认知，聚焦基于社交媒体图文数据的淹没水深和淹没位置估计、洪涝观测过程知识图谱构建以及智能问答。

主持国家自然科学基金、湖北省自然科学基金、国家重点研发计划子课题等省部级项目3项，参与国家重点研发计划等项目5项。发表论文30余篇，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。

担任ITU国际电联联络员，负责国际标准建设工作，已成功发布国际标准3项。获得中国水运建设行业协会科学技术奖、2023易智瑞杯中国大学生GIS软件开发竞赛优秀指导教师等多项奖励。

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：

1、国家自然科学基金青年项目，42401557，基于图文交叉注意力和环境空间语义理解的城市内涝淹没水深空间连续估计方法研究，2025.01-2027.12，30.00万元，在研，主持

2、湖北省自然科学基金青年项目，2023AFB107，多模态数据融合的面域高精度城市内涝淹没水深估计方法，2023.06-2025.05，5.00万元，在研，主持

3、广西电网科技创新项目，GXKJXM20222160，基于天地遥感影像技术的电力设备典型灾情监测评估算法模型研究，2023.08-2025.08，255.66万元（个人经费40.0万元），在研，任务负责人

4、国家重点研发计划青年科学家项目，2021YFF0704400，基于多源大数据的时空过程智能分析挖掘技术与软件，2021/12-2024/11，300.00万元（个人经费15.0万元），结项，项目骨干

5、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

6、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

7、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

8、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

9、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

10、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

11、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

12、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：

[1] Du W.*, Liu C., et al. OFPO & KGFPO: Ontology and Knowledge Graph for Flood Process Observation. Environmental Modelling & Software. 2025, 185: 106317.

[2] Du W.*, Qian M., et al. An improved ResNet method for urban flooding water depth estimation from social media images. IEEE Measurement. 2025, 242: 116114.

[3] Du W.*, Xia Q, Cheng B, et al. Flood Inundation Probability Estimation by Integrating Physical and Social Sensing Data: Case Study of 2021 Heavy Rainfall in Henan, China. Remote Sensing, 2024, 16(15): 2734.

[4] Du W.*, Ge C., Yao S., Chen N.C., Xu L. Applicability Analysis and Ensemble Application of BERT with TF-IDF, TextRank, MMR, and LDA for Topic Classification Based on Flood-Related VGI. ISPRS International Journal of Geo-Information. 2023, 12(6): 240.

[5] Du W., Gong Y., Chen N.*. PSO-WELLSVM: An integrated method and its application in urban waterlogging susceptibility assessment in the central Wuhan, China. Computers & Geosciences. 2022, 161, 105079.

[6]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.

[7] 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.

[8] 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.

[9] 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.

[10] 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.

[11] 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.

[12] 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.

[13] 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.

[14] 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.

[15] 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.

[16] 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.

[17] 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.

[18] 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.

[19] 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.

[20] 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.

[21] Chen, Z., Chen, N.*, Du W., Gong, J. An Active Monitoring Method for Flood Events. Computers & Geosciences. 2018, 116: 42-52.

[22]  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.

[23] 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.

[24] 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.

[25] 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.

[26] 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.

[27] 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.

[28] 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.

[29] 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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