教育经历

剑桥大学土地经济系，博士，2022

工作经历

2024-至今，伟德bevlctor1946源于英，讲师

2022-2024，英国剑桥大学土地经济系，Research Associate  

兼任职务

2023-至今，Humanities and Social Sciences Communications 编委

2026-至今，伟德bevlctor1946源于英首都发展与战略研究院研究员

期刊审稿人：Cities, Land Use Policy, Humanities and Social Sciences Communications (Springer Nature), Journal of Urban Planning and Development, Cartography and Geographic Information Science, PLOS ONE, Transactions in GIS, Geo-spatial Information Science, Big Data & Society, Knowledge and Information Systems.

开设课程

本科：国土空间规划、国土空间统计学、房地产数据分析与建模

硕士：空间分析与建模、计量经济学在房地产领域的应用

研究专长

研究领域：

土地利用感知与动态模拟，城市智能治理与政策评估、地理数据科学与空间智能。

科研项目：

[1] 中央高校基本科研业务费专项，北京城市空间结构调整与功能疏解动态评估研究， 2025-2027，主持

[2] 欧盟“地平线2020”计划项目（EU-Horizon 2020），eMOTIONAL Cities：Mapping the cities through the senses of those who make them, 2021-2025，子课题骨干

[3] 国家自然科学基金面上项目，典型改革试点区农村宅基地经营性流转的特征分析、效应测度与治理优化，2024-2027，主要参与

[4] 清华大学--剑桥大学合作研究基金项目（Cambridge and Tsinghua sign joint research initiative)， Sustainability and Future Emerging Technologies, 2019-2020，主要参与

[5] 英国数字建造中心微观项目（Centre for Digital Built Britain Mini Project)，Crowdsourcing Data in Mining Spatial Urban Activities, 2018, 共同主持

代表性成果

期刊论文（*为通讯作者）：

[1] Niu, H.*, and Silva, E. A. (2026). "Untangling the Complexity in Urban Health Disparities: Understanding Health Determinants Shaping Local Health and Well-Being Outcomes Using Explainable Machine Learning." Sustainable Development.  

[2] Niu, H.*, Seraphim, A. P., Morgado, P., Miranda, B., and Silva, E. A. (2025). "Mapping Urban Emotion from Geotagged Social Media Data: Age, Gender and Spatial Heterogeneity." Applied Geography.  

[3] Niu, H., Li, L., and Zhao, P. (2025). "Analysing the dynamics of urban functional areas in a rapidly changing spatial structure: Using points of interest data." Cities.  

[4] Seraphim, A. P., Niu, H., Morgado, P., Miranda, B., and Silva, E. A. (2025). "Mapping urban health policies: A scoping review of environmental, behavioural and socioeconomic determinants of health." Progress in Planning.  

[5] Niu, H.*, Tu, X., and Silva, E. A. (2023). "Using Decision Tree Methodologies to Explore Determinants of Health and Well-Being at the Regional Scale: The Case Study of London." Built Environment.  

[6] Niu, H.*, and Silva, E. A. (2023). "Understanding Temporal and Spatial Patterns of Urban Activities Across Demographic Groups Through Geotagged Social Media Data." Computers, Environment and Urban Systems.  

[7] Chen, Y., Niu, H.*, and Silva, E. A. (2022). "The Road to Recovery: Sensing Public Opinion Towards Reopening Measures with Social Media Data in Post-lockdown Cities." Cities.  

[8] Niu, H.*, and Silva, E. A. (2021). "Delineating Urban Functional Use from Points of Interest Data with Neural Network Embedding: A Case Study in Greater London." Computers, Environment and Urban Systems.  

[9] Niu, H.*, and Silva, E. A. (2020). "Crowdsourced Data Mining for Urban Activity: Review of Data Sources, Applications, and Methods." Journal of Urban Planning and Development.

书籍章节：

[1] Silva, E.A., Liu, L., Kwon, H.R., Niu, H., Chen, Y., & Reis, J. (2022). What’s New in Urban Data Analytics? In A. Rae & C. Wong (Eds.), Applied Data Analysis for Urban Planning and Management (pp. 12-23). SAGE Publications.

[2] Silva, E.A., Liu, L., Kwon, H.R., Niu, H., & Chen, Y. (2021). Hard and Soft Data Integration in Geocomputation: Mixed Methods for Data Collection and Processing in Urban Planning. In S. Geertman & J. Stillwell (Eds.), Handbook of Planning Support Science (pp. 37-55).

荣誉奖项：

[1] 剑桥大学数据冠军Data Champion，2022

[2] 剑桥大学圣埃德蒙公司James Claydon奖 (经济学或相关学科优秀博士奖) ，2022

[3] 剑桥大学圣埃德蒙公司学术奖学金，2021

[4] 国家留学基金委员会奖学金，2018

[5] 全国优秀城乡规划设计奖(三等奖)，2015