Yan Zhang

Yan Zhang

My research focuses on using GeoAI and social sensing methods to study urban science, disaster response, and social inequality.

Posts by Collection

portfolio

Exposure Inequality

Sensing noise exposure and its inequality based on noise complaint data through vision-language hybrid method

publications

A new geo-propagation model of event evolution chain based on public opinion and epidemic coupling

Published in International Journal of Environmental Research and Public Health, 17(24), 9235, 2020

This paper is about A new geo-propagation model of event evolution chain based on public opinion and epidemic coupling.

Recommended citation: Zhang, Y., Chen, N., Du, W., Yao, S., & Zheng, X. (2020). "A new geo-propagation model of event evolution chain based on public opinion and epidemic coupling" International Journal of Environmental Research and Public Health, 17(24), 9235
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基于微博数据的台风山竹舆情演化时空分析

Published in 山东大学学报 (工学版), 50(5), 118-126, 2020

本论文研究了基于微博数据的台风山竹舆情演化时空分析。

Recommended citation: 张岩, 李英冰, & 郑翔 (2020). 基于微博数据的台风山竹舆情演化时空分析山东大学学报 (工学版), 50(5), 118-126
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Extracting the location of flooding events in urban systems and analyzing the semantic risk using social sensing data

Published in Journal of Hydrology, 603, 127053, 2021

This paper is about Extracting the location of flooding events in urban systems and analyzing the semantic risk using social sensing data.

Recommended citation: Zhang, Y., Chen, Z., Zheng, X., Chen, N., & Wang, Y. (2021). "Extracting the location of flooding events in urban systems and analyzing the semantic risk using social sensing data" Journal of Hydrology, 603, 127053
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Multi-source sensor based urban habitat and resident health sensing: A case study of Wuhan, China

Published in Building and Environment, 198, 107883, 2021

This paper is about Multi-source sensor based urban habitat and resident health sensing: A case study of Wuhan, China.

Recommended citation: Zhang, Y., Chen, N., Du, W., Li, Y., & Zheng, X. (2021). "Multi-source sensor based urban habitat and resident health sensing: A case study of Wuhan, China" Building and Environment, 198, 107883
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KE-CNN: A new social sensing method for extracting geographical attributes from text semantic features and its application in Wuhan, China

Published in Computers, Environment and Urban Systems, 88, 101629, 2021

This paper is about KE-CNN: A new social sensing method for extracting geographical attributes from text semantic features and its application in Wuhan, China.

Recommended citation: Chen, N., Zhang, Y.*, Du, W.*, Li, Y., Chen, M., & Zheng, X. (2021). "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, 88, 101629
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Urban fine-grained spatial structure detection based on a new traffic flow interaction analysis framework

Published in ISPRS International Journal of Geo-Information, 10(4), 227, 2021

This paper is about Urban fine-grained spatial structure detection based on a new traffic flow interaction analysis framework.

Recommended citation: Zhang, Y., Zheng, X., Chen, M., Li, Y., Yan, Y., & Wang, P. (2021). "Urban fine-grained spatial structure detection based on a new traffic flow interaction analysis framework" ISPRS International Journal of Geo-Information, 10(4), 227
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Towards sustainable smart cities: Maturity assessment and development pattern recognition in China

Published in Journal of Cleaner Production, 370, 133248, 2022

This paper is about Towards sustainable smart cities: Maturity assessment and development pattern recognition in China.

Recommended citation: Liu, J., Chen, N., Chen, Z., Xu, L., Du, W., Zhang, Y., & Wang, C. (2022). "Towards sustainable smart cities: Maturity assessment and development pattern recognition in China" Journal of Cleaner Production, 370, 133248
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City2vec: Urban knowledge discovery based on population mobile network

Published in Sustainable Cities and Society, 85, 104000, 2022

This paper is about City2vec: Urban knowledge discovery based on population mobile network.

Recommended citation: Zhang, Y., Zheng, X., Helbich, M., Chen, N., & Chen, Z. (2022). "City2vec: Urban knowledge discovery based on population mobile network" Sustainable Cities and Society, 85, 104000
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Migratable urban street scene sensing method based on vision language pre-trained model

Published in International Journal of Applied Earth Observation and Geoinformation, 113, 2022

This paper is about Migratable urban street scene sensing method based on vision language pre-trained model.

Recommended citation: Zhang, Y., Zhang, F., & Chen, N. (2022). "Migratable urban street scene sensing method based on vision language pre-trained model" International Journal of Applied Earth Observation and Geoinformation, 113
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Spatiotemporal dynamics of wetlands and their driving factors based on PLS-SEM: A case study in Wuhan

Published in Science of the Total Environment, 806, 151310, 2022

This paper is about Spatiotemporal dynamics of wetlands and their driving factors based on PLS-SEM: A case study in Wuhan.

Recommended citation: Wang, C., Ma, L., Zhang, Y., Chen, N., & Wang, W. (2022). "Spatiotemporal dynamics of wetlands and their driving factors based on PLS-SEM: A case study in Wuhan" Science of the Total Environment, 806, 151310
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Analysing gender differences in the perceived safety from street view imagery

Published in International Journal of Applied Earth Observation and Geoinformation, 124, 2023

This paper is about Analysing gender differences in the perceived safety from street view imagery.

Recommended citation: Cui, Q., Zhang, Y., Yang, G., Huang, Y., & Chen, Y. (2023). "Analysing gender differences in the perceived safety from street view imagery" International Journal of Applied Earth Observation and Geoinformation, 124
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High or low? Exploring the restorative effects of visual levels on campus spaces using machine learning and street view imagery

Published in Urban Forestry & Urban Greening, 88, 128087, 2023

This paper is about High or low? Exploring the restorative effects of visual levels on campus spaces using machine learning and street view imagery.

Recommended citation: Ma, H., Xu, Q., & Zhang, Y*. (2023). "High or low? Exploring the restorative effects of visual levels on campus spaces using machine learning and street view imagery" Urban Forestry & Urban Greening, 88, 128087
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Examining supply-demand imbalances and social inequalities of regulating ecosystem services in high-density cities: A case study of Wuhan, China

Published in Ecological Indicators, 154, 110654, 2023

This paper is about Examining supply-demand imbalances and social inequalities of regulating ecosystem services in high-density cities: A case study of Wuhan, China.

Recommended citation: Zhai, W., Zhang, K., Gou, F., Cheng, H., Li, Z., & Zhang, Y. (2023). "Examining supply-demand imbalances and social inequalities of regulating ecosystem services in high-density cities: A case study of Wuhan, China" Ecological Indicators, 154, 110654
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Inferring socioeconomic environment from built environment characteristics based street view images: An approach of Seq2Seq method

Published in International Journal of Applied Earth Observation and Geoinformation, 123, 2023

This paper is about Inferring socioeconomic environment from built environment characteristics based street view images: An approach of Seq2Seq method.

Recommended citation: Zhang, Y., Zhang, F., Fang, L., & Chen, N. (2023). "Inferring socioeconomic environment from built environment characteristics based street view images: An approach of Seq2Seq method" International Journal of Applied Earth Observation and Geoinformation, 123
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Knowledge mining and graph visualization of ancient Chinese scientific and technological documents bibliographic summaries based on digital humanities

Published in Library Hi Tech, 2023

This paper is about Knowledge mining and graph visualization of ancient Chinese scientific and technological documents bibliographic summaries based on digital humanities.

Recommended citation: Zheng, X., Li, M., Wan, Z., & Zhang, Y. (2023). "Knowledge mining and graph visualization of ancient Chinese scientific and technological documents bibliographic summaries based on digital humanities" Library Hi Tech
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Urban traffic flow prediction: A dynamic temporal graph network considering missing values

Published in International Journal of Geographical Information Science, 37(4), 885-912, 2023

This paper is about Urban traffic flow prediction: A dynamic temporal graph network considering missing values.

Recommended citation: Wang, P., Zhang, Y., Hu, T., & Zhang, T. (2023). "Urban traffic flow prediction: A dynamic temporal graph network considering missing values" International Journal of Geographical Information Science, 37(4), 885-912
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A systematic review and quantitative meta-analysis of the relationships between driving forces and cyanobacterial blooms at global scale

Published in Environmental Research, 216, 114670, 2023

This paper is about A systematic review and quantitative meta-analysis of the relationships between driving forces and cyanobacterial blooms at global scale.

Recommended citation: Wang, S., Zhang, X., Chen, N., Tian, L., Zhang, Y., & Nam, W.H. (2023). "A systematic review and quantitative meta-analysis of the relationships between driving forces and cyanobacterial blooms at global scale" Environmental Research, 216, 114670
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Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image

Published in ISPRS Journal of Photogrammetry and Remote Sensing, 2023

This paper is about identifying urban functions using a two-layer spatially dependent graph neural network with time-series street view images.

Recommended citation: Zhang Y, Liu P, Biljecki F. (2023). "Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image" ISPRS Journal of Photogrammetry and Remote Sensing
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How does spatial structure affect psychological restoration? A method based on graph neural networks and street view imagery

Published in Landscape and Urban Planning, 251, 105171, 2024

This paper is about How does spatial structure affect psychological restoration? A method based on graph neural networks and street view imagery.

Recommended citation: Ma, H., Zhang, Y., Liu, P., Zhang, F., & Zhu, P. (2024). "How does spatial structure affect psychological restoration? A method based on graph neural networks and street view imagery" Landscape and Urban Planning, 251, 105171
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Sensing noise exposure and its inequality based on noise complaint data through vision-language hybrid method

Published in Applied Geography, 171, 103369, 2024

This paper is about Sensing noise exposure and its inequality based on noise complaint data through vision-language hybrid method.

Recommended citation: Zhang, Y., Kwan, M.P., & Ma, H. (2024). "Sensing noise exposure and its inequality based on noise complaint data through vision-language hybrid method" Applied Geography, 171, 103369
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Next location prediction using heterogeneous graph-based fusion network with physical and social awareness

Published in International Journal of Geographical Information Science, 1-26, 2024

This paper is about Next location prediction using heterogeneous graph-based fusion network with physical and social awareness.

Recommended citation: He, S., Du, W., Zhang, Y., Chen, L., Chen, Z., & Chen, N. (2024). "Next location prediction using heterogeneous graph-based fusion network with physical and social awareness" International Journal of Geographical Information Science, 1-26
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Explainable spatially explicit geospatial artificial intelligence in urban analytics

Published in Environment and Planning B: Urban Analytics and City Science, 51(5), 1104-1123, 2024

This paper is about Explainable spatially explicit geospatial artificial intelligence in urban analytics.

Recommended citation: Liu, P., Zhang, Y., & Biljecki, F. (2024). "Explainable spatially explicit geospatial artificial intelligence in urban analytics" Environment and Planning B: Urban Analytics and City Science, 51(5), 1104-1123
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Pedestrian evacuation planning under dam-break flood disaster considering road risk and road pedestrian demand

Published in International Journal of Disaster Risk Reduction, 104, 104355, 2024

This paper is about Pedestrian evacuation planning under dam-break flood disaster considering road risk and road pedestrian demand.

Recommended citation: Wang, W., Li, Y., Zhang, Y., & Wu, Z. (2024). "Pedestrian evacuation planning under dam-break flood disaster considering road risk and road pedestrian demand" International Journal of Disaster Risk Reduction, 104, 104355
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Multi-level urban street representation with street-view imagery and hybrid semantic graph

Published in ISPRS Journal of Photogrammetry and Remote Sensing. (ESI 3%), 2024

This paper is about Multi-level urban street representation with street-view imagery and hybrid semantic graph.

Recommended citation: Zhang, Y., Li Y., & Zhang, F*. (2024). "Multi-level urban street representation with street-view imagery and hybrid semantic graph" ISPRS Journal of Photogrammetry and Remote Sensing. (ESI 3%)
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talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.