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李少英教授为北京大学深圳研究院硕博研究生授课PPT分享

作者:李少英 编辑:曾娟 发布时间:2025-11-26

20251110日,李少英教授受邀为北京大学深圳研究院硕博研究生做专题讲座。讲座主要介绍课题组在研国家基金面上项目(基于众源感知数据和人本导向的自行车出行模式挖掘与出行选择决策模拟)取得的主要成果(见后文列表)。

 

在讲座的Q&A互动交流环节,北京大学的张梦竹研究员以及来自GIS、人文地理、公共管理、城市规划等多个学科领域的硕士、博士研究生就地理空间智能建模方法、人群高温暴露、重型货车能源替代以及学科交叉融合研究方法、研究方向和成果凝练等学术问题与李少英教授进行了深入的交流和探讨。

 

· Gong Z, Li S Y*, Zeng Q S, Guo G H, Ni J, Zhu H, Wu Z F. 2025. Innovative multimodal fusion framework for human-scale humid-heat parameters prediction. Building and Environment. 287. 113898.

· Wu S T, Wang W B, Zhang C Z, Zeng Q S, Wang H Y, Lin J Y, Li S Y*. 2025. Exploring Multimodal Large Language Models Potential in Simulating Human Perception of Urban Cycling Environments: A Street-View Perspective.Information Geography.

· Li S Y, Li S L, Xu H W, Chen X T, Mu Q, Tan Z Z*. Assessing the potential for traffic carbon emission reductions through residential travel mode shifts: insights from massive vehicle trajectory data and scenario simulations. International Journal of Applied Earth Observation and Geoinformation.  2025. 142. 104684.

· Zhuang C G, Li S Y*, Liu X P. Unveiling Disparities in Bicycling Mobility Patterns Across Socioeconomic Statuses: A Framework for Identifying User Profiles in Dockless Bike-Sharing Systems. Annals of the American Association of Geographers. 2025. 2463508.

· Zhuang C G, Li S Y*, Liu X P. Exploring socio-spatial differentiation in bike-sharing: A daily activity space analysis of cyclists across different socioeconomic statuses. Applied Geography. 2025. 177. 103536.

· Zeng Q S, Gong Z, Wu S T, Zhuang C G, Li S Y*. 2024. Measuring cyclists subjective perceptions of the street riding environment using K-means SMOTE-RF model and street view imagery. International Journal of Applied Earth Observation and Geoinformation.  128: 103739

· Zhuang C G, Li S Y, Zhuang H M, Liu X P. Mining individual daily commuting patterns of dockless bike-sharing users: A two-layer framework integrating spatiotemporal flow clustering and rule-based decision trees. Sustainable Cities and Society. 2024. 118(11):105985

· Cui X Z, Zhuang C G, Jiao Z Z, Tan Z Z, Li S Y*. 2023. How can urban built environment (BE) influence on-road (OR) carbon emissions? A road segment scale quantification based on massive vehicle trajectory big data.  Journal of Transport Geography, 111: 103669.

· Li S Y*, Zhuang C G, Liang K H, Guo E T, Liang S. 2023. Research on bike-sharing travel behavior: A review of the Chinese language literature. Transactions in Urban Data, Science, and Technology.

· Zhuang C G, Li S Y*, Tan Z Z, Gao F, Wu Z F. 2022. Nonlinear effect of traffic condition and built environment on dockless bike sharing at street level. Journal of Transport Geography, 102103375.

· Gao F, Li S Y*, Tan Z Z, Liao S Y. 2022. Visualizing the Spatiotemporal Characteristics of Dockless Bike Sharing Usage in Shenzhen, China. Journal of Geovisualization and Spatial Analysis. 6:12.

· Li S Y, Zhuang C G, Tan Z Z, Gao F, Lai Z P, Wu Z F*. 2021. Inferring the trip purposes and uncovering spatio-temporal activity patterns from dockless shared bike dataset in Shenzhen, China.  Journal of Transport Geography, 91.102974.

· Gao F, Li S Y*, Tan Z Z, Wu Z F, Zhang X M, Huang G P, Huang Z W. 2021. Understanding the modifiable areal unit problem in dockless bike-sharing usage and exploring the interactive effects of built environment factor. International Journal of Geographical Information Science, 35(9): 1905-1925


以下是讲座ppt内容/dashujuqudongxiaditanchuxingyanjiu.pdf