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- CityDance
我获得了武汉大学理学博士学位!,2023.6
My name is Yan Zhang, born in 1997 and from Wuhan University, China. I received my undergraduate and master’s degrees from school of geodesy and geomatics, Wuhan University. Now I’m currently pursuing my GIS PhD degree at the State Key Laboratory of Remote Sensing Information Engineering for Surveying and Mapping,supervised by Prof. Nengcheng Chen in Geospatial Sensor Web Group. Recently, I am visiting student at Urban analysis lab of National University of Singapore advised by Dr. Filip Biljecki. My research interesting including natural language processing&computer vision in geo-tagged text&image, webgis and geospatial knowledge mining. Link
Educational Experience:
- Visiting Scholar, 2021-now, Link
National University of Singapore, the Department of Architecture (College of Design and Engineering)
- PhD candidate, 2020-now, Link
Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (GIS)
- M. Eng., 2020
Wuhan University, School of Geodesy and Geomatics (GIS)
- B. Eng., 2018
Wuhan University, School of Geodesy and Geomatics (GIS)
Publication:
I am familiar with methods related to natural language processing (NLP),and committed to applying it to urban science. The following are some of my publications:
- 1.Chen, N; Zhang, Yan* ; Du, W, et al. KE-CNN: A new social sensing method for extracting geographical attributes from text semantic features and its application in Wuhan, China[J].Computers, Environment and Urban Systems, 2021, 88, 101629. doi.org/10.1016/j.compenvurbsys.2021.101629.
(Key contribution: Geographical Knowledge Complement and Semantic Alignment, NLP application)(SCI,中科院升级版一区) 微信推送的中文详细解读
- 2.Zhang Yan, Chen N, Du W*, et al. Multi-source Sensor based Urban Habitat and Resident Health Sensing: A Case Study of Wuhan, China[J]. Building and Environment, 2021, Accept.
(Key Contribution: Multimodal urban cognition with coupled streetscape, social sensing, remote sensing and other multi-source sensors)(SCI,中科院升级版一区) 微信推送的中文详细解读
- 3.Zhang Yan, Chen N, Du W*, et al. A New Geo-Propagation Model of Event Evolution Chain Based on Public Opinion and Epidemic Coupling[J]. International Journal of Environmental Research and Public Health, 2020, 17(24): 9235.
(Key contribution: Simulating the spread of epidemics using complex networks)(SCI/SSCI) Link
- 4.Zhang,Yan; Zheng, Xiang; Chen, Min; Li, Yingbing*; Yan, Yingxue; Wang, Peiying. 2021. “Urban Fine-Grained Spatial Structure Detection Based on a New Traffic Flow Interaction Analysis Framework” ISPRS Int. J. Geo-Inf. 10, no. 4: 227.(10.3390/ijgi10040227)
(Key contribution: Using cab trajectories to resolve urban structure and construct urban vector field models)(SCI) Link
- 5.Zhang Yan, Li Y*, Yang B, et al. Risk Assessment of COVID-19 based on multisource data from a geographical viewpoint[J]. IEEE Access, 2020, 8: 125702-125713.(SCI) Link
- 6.Zhang Yan, Li Y*, Xiang Zheng. Spatial and temporal analysis of network public opinion evolution of typhoon “Mangkhut” based on Weibo data[J].Journal of Shandong University(Engineering Science).(基于微博数据的台风山竹舆情演化时空分析,中文学报)
Link
7.Wang C, Ma L, Zhang Y, et al. Spatiotemporal dynamics of wetlands and their driving factors based on PLS-SEM: A case study in Wuhan[J]. Science of The Total Environment, 2022, 806: 151310.
结构方程模型与湿地驱动变化的文章录用到 Science of The Total Environment (SCI,中科院一区)! 2021.10 Link
社会感知与自然语言处理的文章录用到 Journal of Hydrology (SCI,中科院一区)! 2021.10 文章Link , 微信推送的中文详细解读
8.Zhang Y, Chen Z, Zheng X, et al. Extracting the location of flooding events in urban systems and analyzing the semantic risk using social sensing data[J]. Journal of Hydrology, 2021, 603: 127053.
武汉大学, 第三届十大励志之星,2123年4月 两年一届
Link15 . 我获得了博士生国家奖学金!Top2%
(去年的图)
- 14 .Highway Vehicle Route Reconstruction Using Sparse and Noisy Communication Base Station Fingerprints 路径规划的研究文章录用到 IEEE Sensors (SCI,中科院二区,IF=4.3)! 2023~ , PDF
项目 Funding
- 13 .中国科协2022年度研究生科普能力提升项目拟资助名单 KXYJS2022084 武汉大学 基于书目提要的中国古代农业科技文献数据挖掘与知识图谱呈现 2022.10 , 微信推送的中文详细解读
- 9 .Knowledge-Topology Two-Layer Spatially Dependent Graph Neural Networks to Identify Road Functions 城市功能研究的文章录用到 ISPRS Journal of Photogrammetry and Remote Sensing (SCI,中科院一区,IF=11.774)! 2023.4 文章Link , 微信推送的中文详细解读待推出,Code Link
- 10 .City2vec:Urban Knowledge Discovery Based on Population Mobile Network 城市研究的文章录用到 Sustainable Cities and Society (SCI,中科院一区,IF=10.696)! 2022.7 文章Link , 微信推送的中文详细解读
文章 Article
- 12 .Will Carbon Trading Reduce Spatial Inequality? A Spatial Analysis of 200 Cities in China 碳中和的研究文章录用到 Journal of Environmental Management (SCI,中科院二区Top,IF=8.9)! 2023.01 , 微信推送的中文详细解读
- 11 .Migratable urban street scene sensing method based on vision language pre-trained model 城市研究的文章录用到 International Journal of Applied Earth Observation and Geoinformation (SCI,中科院一区,IF=7.7)! 2022.8 , 微信推送的中文详细解读
