3 同行评议论文 Selected Publications

Xu, L.^{#, *}. (2024). Data Bias, Behavioral Choices, and Policy Nudging: Pitfalls and Opportunities of Urban Information Governance from a Behavioral Science Perspective（数据偏误、行为选择与政策助推：行为科学视角下城市信息治理的陷阱和机遇）. Urban Planning International （国际城市规划）. 39 (1): 43-52. (in Chinese). https://dx.doi.org/10.19830/j.upi.2023.585

Jiang, H.^#, Xu, L.^*, Li, J., Liu, J., & Shen, Y., (2024). Enhancing Urban Resilience through Spatial Interaction-based City Management Zoning. Annals of the American Association of Geographers.1-20. https://doi.org/10.1080/24694452.2024.2322477

Shen, Y. ^{#, *}, Liu, L., Xu, Z., Yan, W., & Xu, L. (2024). Varying road network resilience of Chinese cities. Environment and Planning B: Urban Analytics and City Science. 1-6. https://doi.org/10.1177/23998083241237013

      Liu, Z.^#, Xu, L., & Lu, Q.^* (2024). Comprehensive typhoon hazard zoning in China based on historical records. Geomatics, Natural Hazards and Risk, 15(1), 1–26. https://doi.org/10.1080/19475705.2023.2300813

Xu, L.^#, Yin, H.^*, & Fang, J. (2023). Evaluation of the Supply-Demand Relationship for Urban Parks in Beijing from an Ecosystem Service Flow Perspective. Urban Forestry & Urban Greening, 85 (May), 127974. https://doi.org/10.1016/j.ufug.2023.127974

Xu, L.^#,*, Li, F., Huang, K., & Ning, J. (2023). A Two-Layer Location Choice Model Reveals What’s New in the “New Retail.” Annals of the American Association of Geographers, 113 (3) 635-657. https://doi.org/10.1080/24694452.2022.2115972

Sun, Y.^#, Li, F., He, T., Meng, Y., Yin, J., Yim, I. S., Xu, L.^*, & Wu, J^*. (2023). Physiological and affective responses to green space virtual reality among pregnant women. Environmental Research, 216 (1), 114499. https://doi.org/10.1016/j.envres.2022.114499

Tang, J.^#, Cheng, X., Liu, A., Huang, Q., Zhou, Y., Huang, Z., Liu, Y., & Xu, L.^*, (2023). Inferring Mixed Urban Functions from Telecom Traffic. Environment and Planning B – Urban Analytics and City Science. 100. https://doi.org/10.1177/23998083231221867

Yin, H.^#, Xu, L.^*, Ning, J., Lu, Q., (2023). Spatio-temporal Explicit Mapping and Value Quantification of the Provision Areas for Directional-flow Conveyed Ecosystem Services: An Exemplary Application for the Wind Erosion Prevention Service in Northern China Mega-cities. Ecological Indicators, 156 (February), 111132. https://doi.org/10.1016/j.ecolind.2023.111132

Chen, Y.^#, Xu, L.^*, Zhang, X., Wang, Z., Li, H., Yang, Y., You, H., & Li, D. (2023). Socio-econ-ecosystem multipurpose simulator (SEEMS): An easy-to-apply agent-based model for simulating small-scale coupled human and nature systems in biological conservation hotspots. Ecological Modelling, 476 (June 2022), 110232. https://doi.org/10.1016/j.ecolmodel.2022.110232

Jin, Z.^#, Cui, Z., Zhu, S.^*, & Xu, L. (2023). Face-to-face contact and university–industry collaboration: evidence from mobile signaling data in Beijing. Annals of Regional Science, 0123456789. https://doi.org/10.1007/s00168-023-01242-1

Xu, L.^#,*, Zhang, Y., Li, F., & Yin, J. (2023). Perceptual difference of urban public spaces between design professionals and ‘laypersons’: Evidence, health implications and ready-made urban design templates. Indoor and Built Environment, 32 (3) 494-520. https://doi.org/10.1177/1420326X221116318

Ling, C.^#, Feng, Z., Xu, L.^*, Huang, Q., Zhou, Y., Zhang, W.^*, & Yadav, R. (2023). An Edge Server Placement Algorithm Based on Graph Convolution Network. IEEE Transactions on Vehicular Technology, 72(4), 5224-5239. https://doi.org/10.1109/TVT.2022.3226681

Yang, Y.^#, Yuan, Y., Zhang, Q., Huang, H., Wang, Y., & Xu, L^*. (2023). Impact of Public Health Emergencies on the Generalized Recreational Behavior of Urban Residents – A Case Study of COVID-19 Outbreak in Nanjing in July 2021. Landscape Architecture Frontiers, 11(3). (Accepted). https://doi.org/10.15302/J-LAF-1-020076

Li, Y.^#, & Xu, L.^*, (2023). AOI2vec: Inferring urban traffic trajectories with connectivity graph-based AOI vectorization. In the 103^rd TRB Annual Meeting.

Lu, Q.^#, Ning, J., You, H., & Xu, L.^* (2023). Urban Intensity in Theory and Practice: Empirical Determining Mechanism of Floor Area Ratio and Its Deviation from the Classic Location Theories in Beijing. Land, 12 (2), 423. https://doi.org/10.3390/land12020423

Yin, G.^#, Huang, Z., Yang, L., Ben-Elia, E., Xu, L., Scheuer, B., & Liu, Y.^* (2023). How to quantify the travel ratio of urban public transport at a high spatial resolution? A novel computational framework with geospatial big data. International Journal of Applied Earth Observation and Geoinformation, 118 (February), 103245. https://doi.org/10.1016/j.jag.2023.103245

Xu, L.^#, Peng, X., Jiang, H., An, X., & Xi, X.^* (2022). Distributive Hydraulic Engineering, Cross-Scale Landscape Planning, and Climate Change Resilience: On the Water-Adaptive Strategy in the Huai’an-Yangzhou Section of China’s Grand Canal. River Research and Applications. Special Issue. https://doi.org/10.1002/rra.3926

Peng, X.^#, Li, Y., Si, Y., Xu, L.^*, Liu, X., Li, D., & Liu, Y. (2022). A social sensing approach for everyday urban problem-handling with the 12345-complaint hotline data. Computers, Environment and Urban Systems, 94 (March), 101790. https://doi.org/10.1016/j.compenvurbsys.2022.101790

Li, F.^#, Nie, C., Li, D., & Xu, L^*. (2022). Why Do I Always Get Lost in the Airport: A Field Experiment-based Study of Wayfinding Performance and Spatial Cognition in Airport Terminals. In the 101^st TRB Annual Meeting.

Si, Y.^#, Xu, L.^*, Peng, X., & Liu, A. (2022). Comparative Diagnosis of the Urban Noise Problem from Infrastructural and Social Sensing Approaches: A Case Study in Ningbo, China. International Journal of Environmental Research and Public Health, 19 (5), 2809. https://doi.org/10.3390/ijerph19052809

Li, C.^#, Huang, Y., Shen, Y^*., & Xu, L.^*. (2022). Spatiotemporal patterns and mechanisms of street vending from the social sensing perspective: A comparison between law-enforcement reported and residents complain events. Cities, 124 (January), 103597. https://doi.org/10.1016/j.cities.2022.103597

Wei, W.^#, Deng, Y., Huang, L., Chen, S., Li, F., & Xu, L.^*, (2022). Environment-deterministic pedestrian behavior? New insights from surveillance video evidence. Cities, 125 (September 2021), 103638. https://doi.org/10.1016/j.cities.2022.103638

Wan, S.^#, Xu, L.^*, Qi, Q., Yang, H., & Zhou, Y., (2022). A Multi-Objective Optimization Model for Sponge City Engineering. Urban Climate, 43 (April), https://doi.org/101171. 10.1016/j.uclim.2022.101171

Cao, Y.^#, Li, F., Xi, X., van Bilsen, D. J. C., & Xu, L.^*. (2021). Urban livability: Agent-based simulation, assessment, and interpretation for the case of Futian District, Shenzhen. Journal of Cleaner Production, 320 (88), 128662. https://doi.org/10.1016/j.jclepro.2021.128662

Li, Y.^#, & Xu, L.^*. (2021). The Impact of COVID-19 on Pedestrian Flow Patterns in Urban POIs—An Example from Beijing. ISPRS International Journal of Geo-Information, 10 (7), 479. https://doi.org/10.3390/ijgi10070479

Cheng, X.^#, Wang, Z., Yang, X., Xu, L., & Liu, Y.^* (2021). Multi-scale detection and interpretation of spatio-temporal anomalies of human activities represented by time-series. Computers, Environment and Urban Systems, 88 (September 2020), 101627. https://doi.org/10.1016/j.compenvurbsys.2021.101627

Zhang, Z.^#, Zhuo, K., Wei, W., Li, F., Yin, J.^*, & Xu, L^*. (2021). Emotional Responses to the Visual Patterns of Urban Streets: Evidence from Physiological and Subjective Indicators. International Journal of Environmental Research and Public Health, 18(18), 9677. https://doi.org/10.3390/ijerph18189677

Zhou, Y.^#, Shen, Y., Yang, X., Wang, Z., & Xu, L.^*. (2021). Where to Revitalize, and How? A Rural Typology Zoning for China. Land, 10 (12), 1336. https://doi.org/10.3390/land10121336

Zhao, L.^#, Luo, L., Li, B., Xu, L., Zhu, J., He, S., & Li, H.^* (2021). Analysis of the Uniqueness and Similarity of City Landscapes Based on Deep Style Learning. ISPRS International Journal of Geo-Information, 10(11), 734. https://doi.org/10.3390/ijgi10110734

Si, Y.^#, Fang, J., & Xu, L.^* (2021). Review of Ecological Infrastructure Planning Practices Based on the Ecological Security Pattern Theory in China (1997 ~ 2019). Landscape Architecture Frontiers, 9 (3), 28–47. https://doi.org/10.15302/J-LAF-0-020013

Li, J^#. & Xu, L.^*. (2021). Implementation of Ecological Protection and Restoration at the Detailed Planning Level（详细规划层面生态保护与修复的实施路径探索）. Planners（规划师）, 37(06), 19–25. (in Chinese).

Chen, X. ^#, Li, J.^*, & Xu, L. (2020). Ecological extension of regulatory planning in China’s territorial spatial planning system: A case study on Mentougou District, Beijing. Landscape Architecture Frontiers, 8 (1), 42. https://doi.org/10.15302/J-LAF-1-020019

Peng, X. ^#, Liang, Y., Xu, L., & Li, D^*. (2020). An Approach for Discovering Urban Public Management Problem and Optimizing Urban Governance Based on “12345” Citizen Service Hotline（基于“12345”市民服务热线的城市公共管理问题挖掘与治理优化途径）. Acta Scientiarum Naturalium Universitatis Pekinensis （北京大学学报(自然科学版)）, 56(4): 721-731. (in Chinese). https://doi.org/10.13209/j.0479-8023.2020.041

Cao, Y.^#, Xu, L.^*, Li, F., & Peng, R. (2019). Analysis of Ecological Carrying Capacity of Land Remediation Based on Biomass: Taking the Barren Hill Reconstruction Project in Fuping County as an Example（基于生物量的土地整治生态承载力分析——以阜平县荒山改造项目为例）. Development of Small Cities & Towns（小城镇建设）. 37(3), 91-97. (In Chinese). https://10.3969/j.issn.1009-1483.2019.03.013

Xi, X.^#, Sun, M., Xu, L.^*, Huang, Y., Cui, Y., & Leng, G. (2019). The Conservation Objects Identification and the Conservation & Development Strategy of the Traditional Villages Based on the Genesis Perspective: The Case of Hedian Vilage, Yiwu, Zhejiang（发生学视角下传统村落的保护对象判别及保护发展策略——以浙江义乌何店村为例）. Urban Development Studies（城市发展研究）. 26(10), 18–28. (In Chinese).

Xu, L.^#, You, H., Li, D., & Yu, K.^* (2016). Urban green spaces, their spatial pattern, and ecosystem service value: The case of Beijing. Habitat International, 56, 84–95. https://doi.org/10.1016/j.habitatint.2016.04.005

Xi, X.^#, Xu, L.^*, & Chen, Y. (2013). Spatial distribution characteristics of national cultural relic protection units（中国文物保护单位的空间分布特征）. Human Geography（人文地理）. 28(1), 75–79. https://10.13959/j.issn.1003-2398.2013.01.003 .(In Chinese).

Yu, K.^#,*, You, H., Xu, L., & Yuan, H. (2012). Scenarios for Beijing’s Residential Development and Urban Expansion: A Minimum Cumulative Resistance Analysis Approach（北京市住宅用地开发压力与城市扩张预景——基于阻力面的分析）. Geographical Research（地理研究）. 31(7), 1173–1184. (In Chinese).

Yu, K.^#,*, Xu, L., You, H., & Hu, Y. (2011). The Socio-economical Zoning of the Suburb Hilly Rural Area in Beijing A Two-step Cluster Approach（北京市浅山区农村社会经济发展类型区划分: 基于二步聚类法）. Urban Development Studies（城市发展研究）. (12), 66–71. (In Chinese).

4 著作 Books

4.1 专著章节和参编著作 Book Sections

Ministry of Natural Resources, Bureau of Territorial Spatial Planning, ed. (2021). Territorial Spatial Planning in the New Era: A Reader for Government Cadres （新时代国土空间规划——写给领导干部）. Beijing: SinoMaps Press. (In Chinese).

Fisher, T., Orland, B., & Steinitz, C. eds. (2020). The International Geodesign Collaboration: Changing Geography by Design. Esri Press. Redland, CA. 44-45.

Chen, Y., & Xu, L.^*. (2021). The Djibouti Port Project in the Context of The Belt -and - Road Initiative: Economic Geography, Urban Conditions, and the Transferability of the PPC Model （“一带一路”背景下的吉布提港发展：经济地理条件、城市状况与PPC模式的可移植性）. in Liu, H., He, F., & Wang, J. eds. Annual Review of African Studies in China (Vol. 9), 23-44. Beijing: Social Sciences Literature Press.

Xu, L.^#. (2010). Modes of Social Spaces for Urban Villages in China in a Transitional Context, the case of Liulang Village （转型期城中村社会分层和社会空间模式——北京海淀区六郞庄案例）. In Feng, J. ed., Issues and Insights of Contemporary Chinese City Spaces. Beijing: Science Press. (In Chinese).

4.2 译著 Academic Translations

Forman, R.T.T. (2018). trans. Zhu, Q., Huang, L., Li, C., Xu, L., Land Mosaics: The Ecology of Landscape and Regions （土地镶嵌体：景观与区域生态学）. 北京：中国建筑工业出版社.

Steiner, F. ed. (2012)., Zhu, Q., Xu, L., Huang, L. trans. The Essential Ian McHarg: Writing on Design and Nature（伊恩·麦克哈格——设计遵从自然）. 北京：中国建筑工业出版社.

Brown, L.J., Dixon, D., Gillham, O. (2012). trans. Xi, X., Chen, L., Xu, L., Urban Design in an Urban Century（城市化时代的城市设计：营造人性场所）. 北京：中国电子工业出版社.

Conzen, M.R.G. (2011). Song, F., Xu, L., Hou, A., Wang, J., Zhang, J. trans. Alnwick, Northumberland-a study in town-plan analysis（城镇平面格局分析：诺森伯兰郡安尼克案例研究）. 北京：中国建筑工业出版社.

5 会议报告 Invited Talks

1. Concept, Theory, and Key Technology Framework for Urban Digital Governance. Institute of Artificial Intelligence, Peking University (Wuhan). Feb. 2024. Wuhan, China.

2. A Spatiotemporal Intelligence Approach for Urban Emergency Governance. The 4^th Luobi Peak Forum on Urban Civilization and Urban Innovation. Dec. 2023. Sanya, China.

3. Innovative Design and Practice of Teaching "Hands-On" Courses Supported by Human-Computer Interaction Technologies: A Case Study of Urban Design Studio in Peking University. National Online Training Center for College Teachers, Ministry of Education. Nov. 2023. Online Conference.

4. Digital Technology and Social Governance: Research and Teaching. Workshop on Teaching and Learning of Landscape Sociology and Design Research. Nov. 2023. Beijing, China.

5. Value Assessment and Renewal Strategies of Urban Parks and Green Spaces from the Perspective of Ecosystem Service Flow. 2023 Youth Forum of Territorial Landscape Specialized Committee of Chinese Society of Landscape Architecture. Oct. 2023. Shenyang, China.

6. Data-Driven Urban Delicacy Management under a Behavioral Science Perspective. The 2^nd Forum on “Governance of Mega Cities in China”. Jun. 2023. Shenzhen, China.

7. Methodological System and Key Technologies for Empowering Smart Urban Governance. Lecture at Baidu Cooperation. May 2023. Beijing, China.

8. Ways of Writing the Urban History: Multidimensional Lifestyles and Interwoven Intellectual Traditions. The “Weiming” Lecture Series (93^rd), Peking University Institute of Humanities and Social Sciences. Nov. 2022. Beijing, China.

9. Precision, Resilience, and Well-being: Remarks on the Application of Spatiotemporal Intelligence in Urban Governance. Peking University Public Administration Forum. Oct. 2022. Beijing, China.

10. Improving Operational Efficiency in the Telecom Industry through the Traffic Autonomous Zone (Keynote). Huawei Strategic and Technology Workshop 2022 (STW2022). Sep. 2022. Online symposium.

11. Where to Revitalize, and How? A Rural Typology Zoning for China (Keynote). Land Webinar on rural transition under an urbanization background. May 2022. Online symposium.

12. Some Reflections on the Development of Urban Science. Seminar on Urban Affairs at the Research Office of the State Council of the People's Republic of China. Apr. 2022. Beijing, China.

13. Pedagogic Exploration of Graduate Design Classes Empowered by Artificial Intelligence and Mixed Reality. Ministry of Education of the People's Republic of China. Apr. 2022, Beijing, China.

14. Spatiotemporal Intelligence Empowered City Regeneration. The 15th China Smart City Conference. Nov. 2021. Beijing, China.

15. Spatiotemporal Intelligence, Social Sensing, and Delicacy Management of the City. University of Sydney and Peking University City of the Future Workshop. Sep. 2021 (Online).

16. What Smart Technologies Can and Cannot Do in Urban Governance (Keynote). 2021 Annual Conference of the China Urban Planning Society. Sep. 2021. Beijing, China.

17. Closing the Loop of Ecological Spatial Planning: Spatial pattern analysis, Regulatory Zoning, and Performance Monitoring. Beijing Institute of Urban Planning and Design. Aug. 2021. Beijing, China.

18. Urban Ecosystem Service Flows’ Spatially Implicit Modeling, Value Optimization, and the Building of an Optimal Urban Ecosystem: The Case of Haidian, Beijing. Ecosummit. Jul. 2021. Online symposium.

19. Ecosystem Service: Spatial Heterogeneity, Anisotropic Flows, and Landscape Planning/Design Implications. University of Hong Kong luncheon. Apr.2021. Online symposium.

20. Optimal Urbanism. 6^th Symposium on Data Augmented Design. Dec. 2020. Online conference.

21. Metropolitan Areas with Chinese Characteristics. University of Cambridge and Peking University Workshop for Urban Studies. Sep. 2019. Beijing, China.

22. Reconciling human development and giant panda preservation goals in Wolong national reserve: post-earthquake relocation options and their socio-economic and ecological implications. The International Symposium of Ecological Modeling. Oct. 2019. Salzburg, Austria.

23. Toward an Optimal Urbanism for the Urban South. Talk at International Institute for Applied Systems Analysis (IIASA). Sep. 2019. Vienna, Austria.

24. The Spectrum of Metropolitan Areas across the World, and Detection of Potential Metropolitan Areas with Chinese Characteristics. The 55th ISOCARP World Planning Congress. Sep. 2019. Jakarta, Indonesia.

25. Urban Land Use Zoning: History, Chinese Adoption, and Lessons. PKU CALA international PhD workshop 2019. Aug. 2019. Beijing, China.

26. A National Strategic Plan for Ecological Security for China. The International Association of Landscape Ecology (IALE) World Congress. Jul. 2019. Milan, Italy.

27. Urban Place Profiling, Spatial Interaction, and Spatial Optimization. Huawei “Roman Forum”. Mar. 2019. Shenzhen, China.

28. Eco-smart Cities: A New Planning Framework toward a Smart and Ecological Urbanism. United Nations World Geospatial Information Congress. Nov. 2018. Deqing, China.

29. Big Data and Rural Revitalization. Sino-German Workshop on Rural Vitalization, Ministry of Land Resources of the People's Republic of China. Oct. 2018. Beijing, China.

30. Socio-Econ-Ecosystem Multipurpose Simulator (SEEMS): An Easy-to-Apply Agent-based Model for Simulating Small-Scale Coupled Human and Nature Systems. The American Association of Geographers Annual Meeting. Apr. 2018. New Orleans, USA.

6 其他学术成果 Other Academic Outcomes

6.1 政策咨询报告 Policy Advisory Reports

1. Xu, L. ^{#, *}, Lei, X., (2018). Mid-term review of China's New Urbanization Plan (2014-2020): Social Inclusion Analysis. For World Bank.

2. Xu, L. ^{#, *}, Liu, X., (2017). The Gansu Silk Road Development and Innovation Project: Economic Geography Analysis. For World Bank.

6.2 标准 Standards

1. China United Network Communications Group Corporation, China Mobile Communications Group Corporation, Huawei Technologies, Beijing University of Posts and Telecommunications, ZTE Corporation, Peking University, (2023.5.10), Technical Standard for Geospatial Isometric Grid Coding for Communications (Charter No. H-202304276564). China Communications Standards Association (-ST9 Navigation and Location Services-WG4 Working Group on Application Services).

2. China United Network Communications Group Corporation, China Mobile Communications Group Corporation, Huawei Technologies, Beijing University of Posts and Telecommunications, ZTE Corporation, Peking University, (2023.5.10), Technical Standard for Geographic Information Coding for Communication for Regional Objects (Charter No. H-202304276565). China Communications Standards Association (-ST9 Navigation and Location Services-WG4 Working Group on Application Services).

6.3 专利 Patents

1. Zhou, Yinsheng; Huang, Qian; Mo, Junxian; Xu, Liyan; Yin, Hang; Method, apparatus, and storage medium for determining thermal data of population distribution. Invention Patent, 2021-04-30, Patent No. CN202110482704.7 (China); WO/2022/228320 (International)

2. Zhou, Yinsheng; Huang, Qian; Xu, Liyan; Mo, Junxian; Wang, Yaoli; Method, apparatus, and storage medium for mobile traffic prediction. Invention Patent, 2021-04-30, Patent No. CN202110487793.4 (China); WO/2022/228344 (International)

3. Zhou, Yinsheng; Huang, Qian; Wang, Hao; Zhang, Jun; Shen, Zhongming; Xu, Liyan; Yu, Hongbin; Li, Yihang; Method, apparatus, and device for geogrid coding, Invention Patent, 2022-8-17, Application No. 202210987474.4 (China); PCT/CN2023/072838 (International)

4. Zhou, Yinsheng; Huang, Qian; Shen, Zhongming; Yuan, Chao; Wang, Hao; Xu, Liyan; Yu, Hongbin; Tang, Jintong; Jiang, Hezhishi; Method and device for functional zone identification, Invention Patent, 2022-5-31, Application No. 202210612512.8 (China)

5. Huang, Qian; Zhou, Yinsheng; Zhang, Jun; Xu, Liyan; Yu, Hongbin; Method, apparatus and storage medium for spatial regionalization, Invention Patent, 2022-11-14, Application No. 202211422419.7 (China)

6. Wan, Shuyan, Xu, Liyan, Zeng, Hongzhou, Qi, Qi; Multi-objective optimization method for Sponge City engineering design. Invention Patent, 2021-8-19, Application No. 202110828618.7 (China)

6.4 设计作品 Design Projects

1. Xu. L., et al, Peking University Yuanpei College Student Commons (Building 35). https://www.gooood.cn/the-upgrade-of-the-underground-space-of-dormitory-building-no-35-of-peking-university-by-kxaa-dizhuo-design.htm

6.5 专业展览 Exhibitions

1. Xu. L., et al, (2019). Optimal Urbanism, the Shenzhen-Hong Kong Bi-City Biennale of Urbanism and Architecture.

7 荣誉与奖励 Honors and Awards

时间 Time	颁奖单位 Awarder / Event	奖项 Award
2023	北京大学第三十一届“挑战杯”五四青年科学奖竞赛 The 31st   “Challenge Cup” Youth Science Competition of Peking University	特等奖（指导教师） Highest Award (As   tutor)
2023	第六届“北斗之星”创新创业大赛暨丝路国际挑战赛 The 6th   “Star of Compass” Innovation & Entrepreneurship Contest	一等奖（指导教师）；“北斗名师”称号 Highest Award (As   tutor) and Best Tutor Award
2022	第五届“北斗之星”创新创业大赛暨丝路国际挑战赛 The 5th   “Star of Compass” Innovation & Entrepreneurship Contest	一等奖（指导教师）；“北斗名师”称号 Highest Award (As   tutor) and Best Tutor Award
2021	中国城市规划学会 Academic Excellence   Award from the Urban Planning Society of China	中国城市规划学会科技奖二等奖，“基于社会感知的城市个性化宜居地图构建关键技术与规划应用”，排名11 Second Class Award,   “Social sensing-based customizable urban livability mapping: key technologies   and planning applications”, 11th awardee.
2021	北京大学 Peking University	优秀德育奖 Distinguished Moral   Educator
2021	北京大学 Peking University	就业工作优秀新人奖 Distinguished Career   Development Tutor
2021	第一届全国大学生国土空间规划设计竞赛 The 1st National   College Territorial Planning & Design Contest	一等奖（指导教师） Highest Award (As   tutor)
2020	北京大学第二十届创业大赛 The 20th   Entrepreneurship Contest of Peking University	三等奖（指导教师） Third Class Award (As   tutor)
2020	第六届中国国际“互联网+”大学生创新创业大赛（北京赛区） The 6th China   International “Web+” College Innovation & Entrepreneurship Contest   (Beijing Region)	二等奖（指导教师） Second Class Award (As   tutor)
2020	第十二届“挑战杯”中国大学生创业计划竞赛 The 12th “Challenge   Cup” China College Entrepreneurship Contest	北京市一等奖，国家级铜奖（指导教师） First Class Award   (Beijing Region) Third Class Award   (National) (As tutor)
2019	第二届全国高校数据驱动创新研究大赛 The 2nd National   College Data Driven Innovation Contest	特等奖（指导教师） Highest Award (As   tutor)
2017	全国城市规划专业指导委员会学生城市设计竞赛 Annual Student City   Design Competition held by the National Undergraduate Urban Planning and   Design Education Steering Committee	佳作奖（指导教师） Award of Excellence   (As tutor)
2016	第二届全球大学生房地产创新创业大赛 The 2nd Global College   Contest on Real Estate Innovation & Entrepreneurship	一等奖及最佳指导教师奖 First Class Award (As   tutor) and Best Tutor Award
2012	MIT Public Service   Center	MIT Public Service   Fellowship
2011	MIT Public Service   Center	MIT Public Service   Fellowship
2011	MIT Center for   International Studies	Program on   Environmental Governance and Sustainability Fellowship
2011	国家留学基金委 China Scholarship   Council	政府奖学金（博士全奖） China Government   Scholarship
2011	北京大学 Peking University	优秀毕业生（研究生） M.S. with distinction
2010	American Society of   Landscape Architects (ASLA)	ASLA Research Honor   Award
2010	北京大学 Peking University	方正奖学金 Founder Graduate Scholarship
2009	北京大学 Peking University	光华奖学金 Guanghua Graduate   Scholarship
2008	北京大学 Peking University	优秀毕业生（本科） B.E. with distinction
2007	全国城市规划专业指导委员会学生城市设计竞赛 Annual Student City   Design Competition held by the National Undergraduate Urban Planning and   Design Education Steering Committee	佳作奖 Award of Excellence   (As student)
2007	北京大学第十五届“挑战杯”五四青年科学奖竞赛 The 15th   “Challenge Cup” Youth Science Competition of Peking University	Special Contribution   Award（As student）
2005	北京大学 Peking University	五四奖学金 “May 4th”   Scholarship

8 科研课题 Research Projects

8.1 国家级科研课题 National Funds

时间 Period	课题名称 Project	主持或委托单位 Commissioner	承担任务 Role
2024.1-2027.12	5G网络流量的时空模式、形成机制及其电信节能应用 The spatio-temporal   patterns and formulation mechanisms of the 5G network traffic and their   utilization in telecommunication energy-saving	国家自然科学基金（面上项目） National Natural Science   Foundation of PRC (Common Project)	项目负责人 Principal Investigator
2022.9-2025.12	基于行为科学理论和数据驱动方法的城市精细化治理研究 Data-Driven Delicacy   Urban Governance: A Behavioral Science Approach	国家社科基金（一般项目） National Social   Science Foundation of PRC (Common Project)	项目负责人 Principal Investigator
2021.9-2025.12	（保密） (Classified)	国家社科基金重大专项（21@WTA001） National Social   Science Foundation of PRC (Key Project)	课题负责人 Co-Principal   Investigator (Topic 1)
2022.9-2026.12	课题三“国土空间多目标智能诊断与格局优化关键技术” 子课题3“形流耦合的国土空间格局模拟推演模型” Theory and Methods of   Territorial Spatial Optimization and System Regulation: Simulation and   Scenario Analysis of Territorial Spatial Patterns from a Flow-Form   Relationship Perspective	国家重点研发计划“城镇可持续发展关键技术与装备”重点专项“国土空间优化与系统调控理论与方法”项目 National Key R&D   Program “Key Technology and Equipment for Sustainable Urban Development”	子课题负责人 Co-Principal   Investigator (Topic 3.3)

        8.2 部委和国际组织委托研究课题 Ministerial and International Organization Commissions

时间 Period	课题名称 Project	主持或委托单位 Commissioner	承担任务 Role
2017.8-2018.2	《国家新型城镇化规划》中期评估，市民化专题 Mid-term review of   China’ s National New Urbanization Plan: Social Inclusion Analysis	世界银行 World Bank	项目负责人 Principal Investigator
2016.12-2017.6	甘肃省丝绸之路发展创新项目经济地理背景研究，经济地理专题 The Gansu Silk Road   Development and Innovation Project: Economic Geography Analysis	世界银行 World Bank	项目负责人 Principal Investigator
2018.5-2019.4	长江经济带村域生态安全与文化景观保护规划 Ecological Security   and Cultural Landscape Preservation for the Yangtze River Basin	自然资源部土地整治研究中心 Ministry of Natural   Resources of PRC	联合项目负责人 Co-Principal   Investigator
2017.1-2018.1	村土地综合整治生态景观类型研究 Strategies for Ecosystem   Restoration in Rural Revitalization	国土资源部土地整治中心 Ministry of Natural   Resources of PRC	项目负责人 Principal Investigator

        8.3 地方政府与企业合作课题 Local Government and Enterprise Commissions

时间 Period	课题名称 Project	主持或委托单位 Commissioner	承担任务 Role
2023.9-2024.8	基于行为科学和时空智能的光谷城市精细化治理理论与方法研究 Delicacy Urban   Governance for Guanggu, Wuhan: A Behavior-based Spatiotemporal Intelligence   Approach	北京大学武汉人工智能研究院 Institute of   Artificial Intelligence, Peking University (Wuhan)	项目负责人 Principal Investigator
2023.6-2024.6	基于时空计算的政务工单智能分拨和治理技术 Spatiotemporal   Intelligent Computing for Processing Urban Problem Complaints	（保密） (Classified)	项目负责人 Principal Investigator
2022.10-2023.5	流量自治域应用基础研究 Applied Basic Research   on the Traffic Autonomous Zone (TAZ)	（保密） (Classified)	项目负责人 Principal Investigator
2022.9-2024.4	基于城市流的智慧电信研究（三期） Spatiotemporal   Intelligent Computing for Telecommunications (Phase III)	（保密） (Classified)	项目负责人 Principal Investigator
2021.7-2022.7	基于城市流的智慧电信研究（二期） Spatiotemporal   Intelligent Computing for Telecommunications (Phase II)	（保密） (Classified)	项目负责人 Principal Investigator
2019.11-2020.11	基于城市流的智慧电信研究（一期） Spatiotemporal   Intelligent Computing for Telecommunications (Phase I)	（保密） (Classified)	项目负责人 Principal Investigator
2020.10-2021.9	城市多交通出行方式的体验优化研究 Experience   Optimization of Multimodal Urban Transportation	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2020.10-2021.9	城市商业街区环境评价与立面优化 Façade Optimization   for Urban Commercial Streets	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2019.10-2020.9	宁波市江北区城市规划与运营问题发现与治理优化方式研究 Urban Planning and   Maintenance Problems Detection and Governance Optimization	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2019.10-2020.9	“智慧城管”视角下的城市事件定位与响应模型研究 Urban Problem Events   Identification and Response Models from a Smart City Perspective	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2019.7-2021.12	存量建设用地分级使用案例研究 Urban Building   Intensity Theories and Planning Methods	北京市城市规划设计研究院 Beijing Institute for   Urban Planning and Design	项目负责人 Principal Investigator
2019.7-2023.1	西昌市国土空间规划（2020-2035年）生态安全与空间管控专题 Ecological Security and Land Use Control Research for Xichang   Territorial Planning (2020-2035)	中国城市规划设计研究院 China Academy for   Urban Planning and Design	项目负责人 Principal Investigator
2018.9-2022.9	卧龙自然保护区总体规划 Wolong Nature Reserve Master Plan	卧龙自然保护区管理局 Administration for the   Wolong National Reserve	联合项目负责人 Co-Principal   Investigator
2018.6-2018.12	基于生态安全格局的新城生态空间管控规划方法研究 Ecological space control planning method for new cities based on   ecological security pattern	城市空间规划设计有限公司 Urbanspace Planning   & Design Co.	联合项目负责人 Co-Principal   Investigator
2017.12-2018.6	义乌市生态乡村振兴专题和案例研究 Topics and Case Studies of Ecological Rural Revitalization in Yiwu   City	义乌市规划局 Yiwu Planning Bureau	联合项目负责人 Co-Principal   Investigator
2017.6-2017.12	盘锦市绿地系统规划（2016-2030年）生态基础设施构建专题 Ecological Infrastructure Research for Panjin Green Space System   Planning (2016-2030)	中国城市规划设计研究院 China Academy for   Urban Planning and Design	项目负责人 Principal Investigator
2017.5-2018.2	海口市生态城市研究和概念规划 Ecological Urbanism   Research and Conceptual Planning for Haikou, Hainan	海口市城市管理委员会 Haikou City Management   Committee	项目负责人 Principal Investigator
2016.10-2017.12	大西安都市区生态空间规划研究 Ecological Spatial   Planning for Greater Xi’an	西安市城市规划设计研究院 Xi'an Institute for   Urban Planning and Design	项目负责人 Principal Investigator

9 科研课题 Research Projects

9.1 国家级科研课题 National Funds

时间 Period	课题名称 Project	主持或委托单位 Commissioner	承担任务 Role
2024.1-2027.12	5G网络流量的时空模式、形成机制及其电信节能应用 The spatio-temporal   patterns and formulation mechanisms of the 5G network traffic and their   utilization in telecommunication energy-saving	国家自然科学基金（面上项目） National Natural Science   Foundation of PRC (Common Project)	项目负责人 Principal Investigator
2022.9-2025.12	基于行为科学理论和数据驱动方法的城市精细化治理研究 Data-Driven Delicacy   Urban Governance: A Behavioral Science Approach	国家社科基金（一般项目） National Social   Science Foundation of PRC (Common Project)	项目负责人 Principal Investigator
2021.9-2025.12	（保密） (Classified)	国家社科基金重大专项（21@WTA001） National Social   Science Foundation of PRC (Key Project)	课题负责人 Co-Principal   Investigator (Topic 1)
2022.9-2026.12	课题三“国土空间多目标智能诊断与格局优化关键技术” 子课题3“形流耦合的国土空间格局模拟推演模型” Theory and Methods of   Territorial Spatial Optimization and System Regulation: Simulation and   Scenario Analysis of Territorial Spatial Patterns from a Flow-Form   Relationship Perspective	国家重点研发计划“城镇可持续发展关键技术与装备”重点专项“国土空间优化与系统调控理论与方法”项目 National Key R&D   Program “Key Technology and Equipment for Sustainable Urban Development”	子课题负责人 Co-Principal   Investigator (Topic 3.3)

9.2 部委和国际组织委托研究课题 Ministerial and International Organization Commissions

时间 Period	课题名称 Project	主持或委托单位 Commissioner	承担任务 Role
2017.8-2018.2	《国家新型城镇化规划》中期评估，市民化专题 Mid-term review of   China’ s National New Urbanization Plan: Social Inclusion Analysis	世界银行 World Bank	项目负责人 Principal Investigator
2016.12-2017.6	甘肃省丝绸之路发展创新项目经济地理背景研究，经济地理专题 The Gansu Silk Road   Development and Innovation Project: Economic Geography Analysis	世界银行 World Bank	项目负责人 Principal Investigator
2018.5-2019.4	长江经济带村域生态安全与文化景观保护规划 Ecological Security   and Cultural Landscape Preservation for the Yangtze River Basin	自然资源部土地整治研究中心 Ministry of Natural   Resources of PRC	联合项目负责人 Co-Principal   Investigator
2017.1-2018.1	村土地综合整治生态景观类型研究 Strategies for Ecosystem   Restoration in Rural Revitalization	国土资源部土地整治中心 Ministry of Natural   Resources of PRC	项目负责人 Principal Investigator

9.3 地方政府与企业合作课题 Local Government and Enterprise Commissions

时间 Period	课题名称 Project	主持或委托单位 Commissioner	承担任务 Role
2023.9-2024.8	基于行为科学和时空智能的光谷城市精细化治理理论与方法研究 Delicacy Urban   Governance for Guanggu, Wuhan: A Behavior-based Spatiotemporal Intelligence   Approach	北京大学武汉人工智能研究院 Institute of   Artificial Intelligence, Peking University (Wuhan)	项目负责人 Principal Investigator
2023.6-2024.6	基于时空计算的政务工单智能分拨和治理技术 Spatiotemporal   Intelligent Computing for Processing Urban Problem Complaints	（保密） (Classified)	项目负责人 Principal Investigator
2022.10-2023.5	流量自治域应用基础研究 Applied Basic Research   on the Traffic Autonomous Zone (TAZ)	（保密） (Classified)	项目负责人 Principal Investigator
2022.9-2024.4	基于城市流的智慧电信研究（三期） Spatiotemporal   Intelligent Computing for Telecommunications (Phase III)	（保密） (Classified)	项目负责人 Principal Investigator
2021.7-2022.7	基于城市流的智慧电信研究（二期） Spatiotemporal   Intelligent Computing for Telecommunications (Phase II)	（保密） (Classified)	项目负责人 Principal Investigator
2019.11-2020.11	基于城市流的智慧电信研究（一期） Spatiotemporal   Intelligent Computing for Telecommunications (Phase I)	（保密） (Classified)	项目负责人 Principal Investigator
2020.10-2021.9	城市多交通出行方式的体验优化研究 Experience   Optimization of Multimodal Urban Transportation	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2020.10-2021.9	城市商业街区环境评价与立面优化 Façade Optimization   for Urban Commercial Streets	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2019.10-2020.9	宁波市江北区城市规划与运营问题发现与治理优化方式研究 Urban Planning and   Maintenance Problems Detection and Governance Optimization	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2019.10-2020.9	“智慧城管”视角下的城市事件定位与响应模型研究 Urban Problem Events   Identification and Response Models from a Smart City Perspective	宁波市江北区城市管理局 City management   Bureau, Jiangbei, Ningbo	项目负责人 Principal Investigator
2019.7-2021.12	存量建设用地分级使用案例研究 Urban Building   Intensity Theories and Planning Methods	北京市城市规划设计研究院 Beijing Institute for   Urban Planning and Design	项目负责人 Principal Investigator
2019.7-2023.1	西昌市国土空间规划（2020-2035年）生态安全与空间管控专题 Ecological Security and Land Use Control Research for Xichang   Territorial Planning (2020-2035)	中国城市规划设计研究院 China Academy for   Urban Planning and Design	项目负责人 Principal Investigator
2018.9-2022.9	卧龙自然保护区总体规划 Wolong Nature Reserve Master Plan	卧龙自然保护区管理局 Administration for the   Wolong National Reserve	联合项目负责人 Co-Principal   Investigator
2018.6-2018.12	基于生态安全格局的新城生态空间管控规划方法研究 Ecological space control planning method for new cities based on   ecological security pattern	城市空间规划设计有限公司 Urbanspace Planning   & Design Co.	联合项目负责人 Co-Principal   Investigator
2017.12-2018.6	义乌市生态乡村振兴专题和案例研究 Topics and Case Studies of Ecological Rural Revitalization in Yiwu   City	义乌市规划局 Yiwu Planning Bureau	联合项目负责人 Co-Principal   Investigator
2017.6-2017.12	盘锦市绿地系统规划（2016-2030年）生态基础设施构建专题 Ecological Infrastructure Research for Panjin Green Space System   Planning (2016-2030)	中国城市规划设计研究院 China Academy for   Urban Planning and Design	项目负责人 Principal Investigator
2017.5-2018.2	海口市生态城市研究和概念规划 Ecological Urbanism   Research and Conceptual Planning for Haikou, Hainan	海口市城市管理委员会 Haikou City Management   Committee	项目负责人 Principal Investigator
2016.10-2017.12	大西安都市区生态空间规划研究 Ecological Spatial   Planning for Greater Xi’an	西安市城市规划设计研究院 Xi'an Institute for   Urban Planning and Design	项目负责人 Principal Investigator

10 公共服务 Public Services

        10.1 学术编辑 Editorial Services

1. 《景观设计学》）执行副主编

Associate Editor-in-Chief, Landscape Architecture Frontiers (2019-present)

2. Sustainability专刊Space-Time Urban Resilience and Vulnerability for Smarter Cities特邀客座主编

Invited Guest Editor, Sustainability, Special Issue on Space-Time Urban Resilience and Vulnerability for Smarter Cities (2022-present)

3. Transactions in Urban Data, Science, and Technology 专刊Spatiotemporal Intelligence-Supported Delicacy Management of Cities特邀客座主编

Invited Guest editor, Transactions in Urban Data, Science, and Technology Special Issue on Spatiotemporal Intelligence-Supported Delicacy Management of Cities  (2022-present)

        10.2 学术期刊审稿 Ad-Hoc Manuscript Reviews

国内外学术期刊审稿人，包括Computers, Environment and Urban Systems, Environment and Planning B: Urban Analytics, Annals of American Association of Geographers, Habitat International, Journal of Cleaner Production, Urban Climate, International Journal of Environment Research and Public Health, Land, Ecological Modeling, Transactions of Urban Data, Science, and Technology,《城市规划》，《生态学报》，《自然科学史研究》、《景观设计学》，《南方建筑》，《北京大学学报》，《同济大学学报》等。

Reviewer for domestic and international academic journals including Computers, Environment and Urban Systems, Environment and Planning B: Urban Analytics, Annals of American Association of Geographers, Habitat International, Journal of Cleaner Production, Urban Climate, International Journal of Environment Research and Public Health, Land, Ecological Modeling, Transactions in Urban Data, Science, and Technology, Landscape Architecture Frontiers, Urban Planning Review (Chinese), Acta Ecologica Sinica (Chinese), Studies in the History of Natural Sciences (Chinese), Southern Architecture (Chinese), Acta Scientiarum Naturalium Universitatis Pekinensis (Chinese), Journal of Tongji University (Chinese), among others.

        10.3 学术组织会员和任职 Academic Society Memberships and Appointments

1. 中国城市科学研究会会员；生态文明与美丽中国专委会委员；韧性城市专委会委员

Member, China Society of Urban Studies. Deputy Secretary General of the Special Committee on Ecological Civilization and Beautiful China, and member of the Special Committee on Resilient Cities

2. 中国城市规划学会会员

Member, Urban Planning Society of China

3. 中国区域科学协会会员

Member, The Regional Science Association of China

4. 中国地理学会会员

Member, The Geographical Society of China

        10.4 教育公共服务 Education Community Services

1. 教育部研究生教育监测专家库成员

Member of the Expert Pool for Monitoring Graduate Education, Ministry of Education

2. 教育部重点领域“多学科交叉的国土空间规划虚拟教研室”校际专题协调人

Inter-university coordinator of the Ministry of Education's key multidisciplinary virtual teaching and research laboratories “Territorial spatial planning”

3. 教育部、自然资源部《国土空间规划知识体系（第一版）》“国土空间规划理论与方法”编写组撰稿人、校际专题协调人

Inter-university coordinator of the preparation team for and contributor to the “Theory and Methods of Territorial Spatial Planning” section of the “Knowledge Base of Territorial Spatial Planning (First Edition)” of the Ministry of Education and the Ministry of Natural Resources

        10.5 竞赛评委 Service in Jury Boards of Professional Contests

1. 中国研究生智慧城市技术与创意设计大赛评委（2021-2022）

Jury board member, The National Graduate Smart City Technology and Innovation Contest (2021-2022)

2. “LA先锋奖”评委（2017-2020）

Jury board member, The Landscape Architecture Frontiers Award (2017-2020)

3. 教育部城市规划教学指导委员会城市设计竞赛评委（2018-2019）

Jury board member, The National Undergraduate Urban Design Competition, hosted by the Ministry of Education’s Steering Committee for Undergraduate Urban Planning Education (2018-2019)

  10.6 校内行政与管理服务 Administrative Services

1. 学院行政 At the College of Architecture and Landscape Architecture

a) 教学指导委员会委员Member, Teaching Steering Committee (2017-present)

b) 科研秘书Academic Secretary (2023-present)

c) 研究生就业辅导员Graduate Career Counselor (2020-2022)

d) 协助建立并负责北京大学建筑和景观设计学院——中交咨询集团研究生实习基地的行政管理和科研组织工作Administrator, the PKU CALA - CCCC Consulting Group Graduate Student Internship Base

2. 国际合作 Internationally

a) 负责北大——哈佛生态城市联合实验室（EUC）的行政管理和科研组织工作Executive Director, the Peking University-Harvard University Ecological Urbanism Collaboration (EUC) (2016-2019)

b) 北大-阿姆斯特丹自由大学-南加州大学联合GeoDesign本科教育项目筹备组的北大联系人University Coordinator for the preparatory team of the Peking University-Vrije Universiteit Amsterdam-University of Southern California joint GeoDesign undergraduate education program (2016-2020)

c) 国际地理设计联盟北大联系人University Coordinator for the International GeoDesign Collaboration (2018-present).