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\section{\faUsers\ Publications}

\datedsubsection{\textbf{{\color{red}{Selected Paper}}: Knowledge and Topology: A Two Layer Spatially Dependent Graph Neural Networks to Identify Urban Functions with Time-series Street View Image}}{April 2023}

\role{First Author, \textbf{Zhang Y}, Liu P, Biljecki F}

{ISPRS Journal of Photogrammetry and Remote Sensing}

{IF=12.7, SCI \textbf{Q1}, {\color{red}{\textbf{ESI 3\%}}}} 

\datedsubsection{\textbf{1. Multi-source sensor based urban habitat and resident health sensing: A case study of Wuhan, China} Building and Environment}{April 2021}

\role{First Author, \textbf{Zhang Y}, Chen N, Du W*, et al.}

{IF=7.4,SCI \textbf{Q1}}

\datedsubsection{\textbf{2. 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}{May 2021}

\role{Co-corresponding Author,  (Advisor as first author, myself as second author, and corresponding author) Chen N, \textbf{Zhang Y*}, Du W*, et al.} 

{IF=6.8,SSCI \textbf{Q1}}

\datedsubsection{\textbf{3. Extracting the location of flooding events in urban systems and analyzing the semantic risk using social sensing data} Journal of Hydrology}{December 2021}

\role{First Author, \textbf{Zhang Y}, Chen Z, Chen N*, et al.}

{IF=6.4,SCI \textbf{Q1}}

\datedsubsection{\textbf{4. City2vec: Urban knowledge discovery based on population mobile network} Sustainable Cities and Society}{July 2022}

\role{First Author, \textbf{Zhang Y}, Zheng X, Chen N*, et al.}

{IF=11.7,SCI \textbf{Q1}}

\datedsubsection{\textbf{5. Migratable urban street scene sensing method based on vision language pre-trained model} International Journal of Applied Earth Observation and Geoinformation}{August 2022}

\role{First Author, \textbf{Zhang Y}, Zhang Fan, Chen N*.}

{IF=7.5,SCI \textbf{Q1}}

\datedsubsection{\textbf{6. Will Carbon Trading Reduce Spatial Inequality? A Spatial Analysis of 200 Cities in China} Journal of Environmental Management}{October 2022}

\role{First Author, \textbf{Zhang Y}, Chen N, Chen Z*, et al.}

{IF=8.7,SCI \textbf{Q1}}

\datedsubsection{\textbf{7. Highway Vehicle Route Reconstruction Using Sparse and Noisy Communication Base Station Fingerprints} IEEE Sensors}{December 2022}

\role{Co-corresponding author (Advisor as first author, myself as second author, and corresponding author), Li Yingbing \textbf{Zhang Y*}, et al.}

{IF=4.3,SCI \textbf{Q1}}

\datedsubsection{\textbf{8. Inferring socioeconomic environment from built environment characteristics based street view images} International Journal of Applied Earth Observation and Geoinformation}{Sep 2023}

\role{First Author, \textbf{Zhang Y}, Fan Zhang, et al.}

{IF=7.5,SCI \textbf{Q1}}

\datedsubsection{\textbf{9.High or low? Exploring the restorative effects of visual levels on campus spaces using machine learning and street view imagery} \quad Urban Forestry \& Urban Greening}{December 2023}

\role{Ma H, Xu Q, \textbf{Zhang Y*}}{IF=6.4}

\datedsubsection{\textbf{10. Urban Fine-Grained Spatial Structure Detection Based on a New Traffic Flow Interaction Analysis Framework} ISPRS International Journal of Geo-Information}{April 2021}

\role{First Author, \textbf{Zhang Y}, Zheng X, Chen M, et al.}

{IF=3.4,SCI \textbf{Q2}}

\datedsubsection{\textbf{11. 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}

\role{First Author, \textbf{Zhang Y}, Chen N, Du W*, et al.}

{IF=4.6,SSCI \textbf{Q1}}

% December 

\datedsubsection{\textbf{12. Risk assessment of COVID-19 based on multisource data from a geographical viewpoint} IEEE Access}{2020}

\role{\textbf{Zhang Y}, Li Y, Yang B, Zheng X, Chen M}

{IF=3.9,SCI \textbf{Q2}}

\textbf{{\color{red}{Collaboration Author}}:}

\datedsubsection{\textbf{13. Pedestrian evacuation planning under dam-break flood disaster considering road risk and road pedestrian demand}}{2024}

\role{Wang W, Li Y, \textbf{Zhang Y}, Wu Z} {International Journal of Disaster Risk Reduction}

\datedsubsection{\textbf{14. Analysing gender differences in the perceived safety from street view imagery}}{2023} \role{Cui Q, \textbf{Zhang Y}, etc.}

{International Journal of Applied Earth Observation and Geoinformation}

\datedsubsection{\textbf{15. Examining supply-demand imbalances and social inequalities of regulating ecosystem services in high-density cities: A case study of Wuhan, China}}{2022}

\role{Zhai W, Zhang K, Gou F, Cheng H, Li Z, \textbf{Zhang Y}} {Ecological Indicators}

\datedsubsection{\textbf{16. Knowledge mining and graph visualization of ancient Chinese scientific and technological documents bibliographic summaries based on digital humanities}}{2023}

\role{Zheng X, Li M, Wan Z, \textbf{Zhang Y}}

{Library Hi Tech}

\datedsubsection{\textbf{17. Urban traffic flow prediction: A dynamic temporal graph network considering missing values}}{2023}

\role{Wang P, \textbf{Zhang Y}, Hu T, Zhang T}

{International Journal of Geographical Information Science}

\datedsubsection{\textbf{18. Explainable spatially explicit geospatial artificial intelligence in urban analytics}}{2023} \role{Liu P, \textbf{Zhang Y}, Biljecki F} {Environment and Planning B: Urban Analytics and City Science}

\datedsubsection{\textbf{19. A systematic review and quantitative meta-analysis of the relationships between driving forces and cyanobacterial blooms at global scale}}{2022} \role{Wang S, Zhang X, Chen N, Tian L, \textbf{Zhang Y}, Nam WH} {Environmental Research}

\datedsubsection{\textbf{20. Spatiotemporal dynamics of wetlands and their driving factors based on PLS-SEM: A case study in Wuhan}}{2021}

\role{Wang C, Ma L, \textbf{Zhang Y}, Chen N, Wang W}

{Science of the Total Environment, SCI}

\datedsubsection{\textbf{21. Towards sustainable smart cities: Maturity assessment and development pattern recognition in China}}{2022}

\role{Liu J, Chen N, Chen Z, Xu L, Du W, \textbf{Zhang Y}, Wang C} {Journal of Cleaner Production, SCI }

\datedsubsection{\textit{22. Invention Patent}, Intelligent Analysis and Mining Method and System for Spatiotemporal Processes Based on Multi-Source Big Data, CN115455076A}{}

\datedsubsection{\textbf{23. Emergency Big Data Spatial Analysis and Multi-factor Association Mining Monograph} \quad Wuhan University Press, \textbf{Co-edited by Li Yingbing, Zhang Yan}}{}

\datedsubsection{\textbf{24. Spatial and temporal analysis of network public opinion evolution of typhoon “Mangkhut” based on Weibo data} \quad Journal of Shandong University(Engineering Science), ZHANG Yan, LI Yingbing, ZHENG Xiang. }{Chinese Journal}

% \datedline{\textit{发明专利}, 基于多源大数据的时空过程智能分析挖掘方法与系统, CN115455076A}{{2023 年3 月}}



% \datedsubsection{\textbf{20.应急大数据的空间分析与多因素关联挖掘专著} \quad 武汉大学出版社,\textbf{李英冰, 张岩共同主编}}{}