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张姗琪  副研究员

Research Associate Professor  ZHANG Shanqi

电邮 Email: zhangshanqi@nju.edu.cn



 加拿大滑铁卢大学地理系博士、美国佐治亚大学地理系硕士、南京师范大学地理信息系统系学士。现为南京大学建筑与城市规划学院副研究员。

中国可持续发展研究会时空信息专业委员会委员、中国城市科学研究会城市大数据专业委员会委员、中国地理信息产业协会智慧国土工作委员会委员。

主要从事规划新技术领域的研究,重点关注基于时空大数据的规划分析与模拟方法。主持、参与国家自然科学基金青年基金等科研项目10余项;入选国家“博士后国际交流计划引进项目” (2018)、江苏省“双创博士”计划(2021)。共发表学术论文30余篇; 获国家发明专利1项(受理3项)、软件著作权3项。

获2015年ESRI Canada ECCE Challenge第一名。指导的研究生和本科生获城垣杯规划决策支持模型设计大赛特等奖、神州控股校园极客大赛一等奖、中国研究生智慧城市技术与创意设计大赛三等奖、园冶杯大学生国际竞赛三等奖等奖项。




Ph.D. Geography, University of Waterloo, Canada

M.S. Geography, The University of Georgia, USA

B.S. GIS, Nanjing Normal University, China

Shanqi's research interests focus broadly on methods for using geospatial information technology and data to support decision making and public participation in spatial planning. Her current research focuses on spatiotemporal modeling of human mobility, spatial optimization methods, and data-driven community planning.







目前承担课程 Courses




l城乡规划专业本科生课程《城市大数据与智慧规划》


l城乡规划专业研究生课程《未来城市研究导论》


l南京大学本科生通识课程《“科学之光”智能科技与未来城市》





主要科研项目与成果 Research and Projects




l2021-2023,国家自然科学基金青年科学基金项目,主持

Optimizing spatial arrangements of public service facility at community level based on spatiotemporal network modeling of human activities (NSFC, PI, 2021-2023)


l2022-2023,自然资源部国土空间规划监测评估预警重点实验室开放基金课题,主持

The evaluation of public service facility based on the “activity-facility” balance (The Open Fund of Key Laboratory of Monitoring, Evaluation and Early Warning of Territorial Spatial Planning Implementation, Ministry of Natural Resources, PI, 2022-2023)


l2021-2023,江苏省“双创博士”,主持

Jiangsu Shuangchuang (Mass Innovation and Entrepreneurship) Talent Program (PI, 2021-2023)


l2019-2020,中国博士后科研基金面上项目,主持

Participatory sensing for community planning: A case study of evaluating public space (China Postdoctoral Science Foundation Grant, PI, 2019-2020)


l2018-2020,教育部“国际博士后交流引进计划项目” ,主持

"International Postdoctoral Exchange Introduction Program Project" by Chinese Ministry of Education (PI, 2018-2020)


l2020-2020,中央高校基本科研业务费原创交叉项目,主持

Fundamental Research Funds for the Central Universities (PI, 2020-2020)


l2019-2020,南京留学人员科创新项目择优资助,主持

      Nanjing Overseas Student Science Innovation Project (PI,2019-2020)




主要论著 Publications




lShanqi Zhang, Feng Zhen, Yu Kong, Tashi Lobsang, Sicong Zou. 2022. Towards a 15-minute city: A network-based evaluation framework. Environment and Planning B: Urban Analytics and City Science. August 2022. (SSCI)

lHui Luan, Shanqi Zhang*. 2022. Jointly modeling bus and taxi ridership: A Bayesian multivariate spatial analysis accounting for cross-ridership correlation. Transactions in GIS, 00, 1–21 (SSCI)

lShanqi Zhang, Feng Zhen, Bo Wang, Zherui Li, Xiao Qin. 2022. Coupling Social Media and Agent-based Modelling: A Novel Approach for Supporting Smart Tourism Planning. Journal of Urban Technology, 29:2, 79-97. (SSCI, JCR一区)

lShanqi Zhang, Yu Yang, Feng Zhen, Tashi Lobsang, Zhixuan Li. 2021. Understanding the Travel Behaviors and Activity Patterns of the Vulnerable Population Using Smart Card Data: An Activity Space-based Approach. Journal of Transport Geography, 90(2021): 102938. (SSCI,中科院/JCR一区, TOP期刊)

lChunfang Liu, Zhiying Zhang, Shanqi Zhang*. 2020. Smart Initiatives for Land Resource Management: Perspectives and Practices From China. Journal of Urban Technology. (SSCI, JCR一区)

lShanqi Zhang, Yu Yang, Feng Zhen, Tashi Lobsang, 2020. Exploring Temporal Activity Patterns of Urban Areas Using Aggregated Network-driven Mobile Phone Data: A Case Study of Wuhu, China. Chinese Geographical Science, 30(4): 695–709. (SCI-E)

lShanqi Zhang*. 2019. Public participation in the Geoweb era: Defining a typology for geoparticipation in local governments, Cities, 85(2019): 38-50. (SSCI,中科院/JCR一区, TOP期刊)

lShanqi Zhang*, Rob Feick. 2016. Understanding Public Opinions from Geosocial Media, ISPRS International Journal of Geo-Information, 5(74). (SCI-E)

l张姗琪; 甄峰; 秦萧; 唐佳. 面向城市社区规划的参与式感知与计算——概念模型与技术框架, 地理研究, 2020, 39(7):1580-1591. (CSSCI/CSCD)

l甄峰; 张姗琪*; 秦萧; 席广亮. 从信息化赋能到综合赋能:智慧国土空间规划思路探索, 自然资源学报, 2019, 34(10): 2060-2072 (CSSCI/CSCD)

l叶澄; 张姗琪*; 李民健; 李智轩. 面向公共服务设施布局的优化模型与规划支持系统设计, 上海城市规划,2022(03):23-29.

l邹思聪; 张姗琪*; 甄峰. 基于居民时空行为的社区日常活动空间测度及活力影响因素研究. 地理科学进展 2021, 40(4):580-596. (CSSCI/CSCD)



[* - corresponding author]

lShanqi Zhang, Feng Zhen, Yu Kong, Tashi Lobsang, Sicong Zou. 2022. Towards a 15-minute city: A network-based evaluation framework. Environment and Planning B: Urban Analytics and City Science. August 2022. (SSCI)

lHui Luan, Shanqi Zhang*. 2022. Jointly modeling bus and taxi ridership: A Bayesian multivariate spatial analysis accounting for cross-ridership correlation. Transactions in GIS, 00, 1–21. (SSCI)

lShanqi Zhang, Feng Zhen, Bo Wang, Zherui Li, Xiao Qin. 2022. Coupling Social Media and Agent-based Modelling: A Novel Approach for Supporting Smart Tourism Planning. Journal of Urban Technology, 29:2, 79-97. (SSCI)

lXiao Fu, Yufan Zuo, Shanqi Zhang, Zhiyuan Liu. 2022. Measuring joint space-time accessibility in transit network under travel time uncertainty. Transport Policy, 116(2022):355-368. (SSCI)

lShanqi Zhang, Yu Yang, Feng Zhen, Tashi Lobsang, Zhixuan Li. 2021. Understanding the Travel Behaviors and Activity Patterns of the Vulnerable Population Using Smart Card Data: An Activity Space-based Approach. Journal of Transport Geography, 90(2021): 102938. (SSCI)

lXiao Qin, Feng Zhen, Shanqi Zhang. 2021. Housing space and ICT usage: A cross sectional case study in the Netherlands. Cities, 114(2021):103208. (SSCI)

lTashi Lobsang, Feng Zhen, Shanqi Zhang, Guangliang Xi, Yu Yang. 2021. Methodological Framework for Understanding Urban People Flow from a Complex Network Perspective. Journal of Urban Planning and Development,147(3):04021020. (SSCI)

lChunfang Liu, Zhiying Zhang, Shanqi Zhang*. 2020. Smart Initiatives for Land Resource Management: Perspectives and Practices From China. Journal of Urban Technology. (SSCI)

lShanqi Zhang, Yu Yang, Feng Zhen, Tashi Lobsang, 2020. Exploring Temporal Activity Patterns of Urban Areas Using Aggregated Network-driven Mobile Phone Data: A Case Study of Wuhu, China. Chinese Geographical Science, 30(4): 695–709. (SCI-E)

lTashi Lobsang, Feng Zhen, Shanqi Zhang. 2020. Can Urban Street Network Characteristics Indicate Economic Development Level? Evidence from Chinese Cities. ISPRS International Journal of Geo-Information 9, 3. (SCI-E)

lShanqi Zhang*. 2019. Public participation in the Geoweb era: Defining a typology for geoparticipation in local governments, Cities, 85(2019): 38-50. (SSCI)

lMiaoyi Li, Xinyue Ye, Shanqi Zhang, Xiaoyong Tang, Zhenjiang Shen. 2018. A Framework of Comparative Urban Trajectory Analysis, Environment and Planning B: Urban Analytics and City Science, 45(3): 489-507 (SSCI)

lShanqi Zhang*, Rob Feick. 2016. Understanding Public Opinions from Geosocial Media, ISPRS International Journal of Geo-Information, 5(74). (SCI-E)