070502-人文地理学

人居城市数据科学

1985-07--1990-06   剑桥大学   哲学博士
1983-07--1985-06   清华大学   提前公派到英国剑桥大学直博
1978-09--1983-06   清华大学   工学学士

   

2020-07~现在, 剑桥大学建筑系, 教授
2017-07~2020-06,剑桥大学建筑系, 资深副教授
2013-07~2017-06,剑桥大学建筑系, 高级讲师
2008-07~2013-06,剑桥大学建筑系, 讲师
2000-07~2008-06,WSP Group plc领导政策和研究部, 副总监（2000-2004）、技术总监（2004-2008）
1992-07~2000-06,ME&P剑桥交通、规划和城市设计事务所, 高级工程师（1992-1996）、副总监（1996-2000）； 执行委员会成员
1990-07~1992-06,剑桥大学建筑系马丁建筑与城市规划研究中心, 博士后
1985-07~1990-06,剑桥大学, 哲学博士
1983-07~1985-06,清华大学, 提前公派到英国剑桥大学直博
1978-09~1983-06,清华大学, 工学学士

   

（1） North American Regional Science Council Paper Competition, , 其他, 2019
（2） A new travel demand model for outdoor recreation trips, , 其他, 2019
（3） Regional Studies Association PhD Dissertation Award, , 其他, 2019
（4） IACP Karen R. Polenske Best Student Paper Award, , 其他, 2019

   

（1） How can large-scale housing provision in the outskirts benefit the urban poor in fast urbanising cities? The case of Beijing, Cities, 2023, 第 2 作者
（2） The unintended economic impact of high-speed rail on China's non-core cities: A spatial-difference-in-differences analysis, Cities, 2023, 第 2 作者
（3） A study on the spatial development of the productivity in Beijing and the Wider South East region of England. Special Issue on City Geospatial Governance Based on Remote Sensing, Geographic Information Science and Global Navigation Satellite System, 2023, 第 3 作者
（4） Recombination-based two-stage out-of-distribution detection method for traffic flow pattern analysis, Handbook on Artificial Intelligence and Transport, 2023, 第 2 作者
（5） DeepStreet: A deep learning-powered urban street network generation module, 6th International Symposium on Highway Geometric Design, 2022, 第 3 作者
（6） Incorporating planning intelligence into deep learning: A novel module of street network design, Journal of Urban Technology, 2022, 第 2 作者
（7） A topography-aware approach for automated generation of urban road networks, International Journal of Geographical Information Science, 2022, 第 6 作者
（8） Mobility restrictions and their implications on the rental housing market during the COVID-19 pandemic in China's large cities, Cities, 2022, 第 8 作者
（9） A framework for human-computer interactive street network design based on a multi-stage deep learning approach, Computers, Environment and Urban Systems, 2022, 第 6 作者
（10） Spatial distributive effects of public green space and COVID-19 infection in London, Urban Forestry & Urban Greening, 2021, 第 3 作者
（11） Estimating commuting matrix and error mitigation ��� A complementary use of aggregate travel survey, location-based big data and discrete choice models, Travel Behaviour and Society, 2021, 第 3 作者
（12） Decision-making for urban planning and design with multi-source data: Applications with urban systems models and artificial intelligence, Urban Planning International, 2021, 第 2 作者
（13） A systematic review of machine learning classification methodologies for modelling passenger mode choice, Journal of Choice Modelling, 2021, 第 4 作者
（14） Understanding heterogeneous spatial production externalities as a missing link between land use planning and urban economic futures, Regional Studies, 2021, 第 3 作者
（15） Multi-Temporal Relearning with Convolutional LSTM Models for Land Use Classification., IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 第 4 作者
（16） Decision-making for urban planning and design with multi-source data: Applications with urban systems models and artificial intelligence, Urban Planning International, 2021, 第 2 作者
（17） ���Reading��� cities with computer vision: a new multi-spatial scale urban fabric dataset and a novel convolutional neural network solution for urban fabric classification tasks, Proceedings of the 28th International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020), 2020, 第 5 作者
（18） Identification and mapping of spatial variations in travel choices through combining structural equation modelling and latent class analysis: findings for Great Britain, Transportation, 2020, 第 2 作者
（19） An Early Stopping Bayesian Data Assimilation approach for improved mixed multinomial logit transferability., 9th Symposium of the European Association for Research in Transportation (hEART2020), Lyon, France, 2020, 第 3 作者
（20） Multi-temporal Relearning with Convolutional LSTM models for Land Use Classification, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 第 4 作者
（21） Digitalisation for smarter cities: moving from a static to a dynamic view, Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction, 2019, 第 7 作者
（22） Understanding Urban Sub-centers with Heterogeneity in Agglomeration Economies���Where do Emerging Commercial Establishments Locate?, Cities, 2019, 第 4 作者
（23） Assessment of model validation outcomes of a new recursive spatial equilibrium model for the Greater Beijing, Environment and Planning B: Urban Analytics and City Science, 2019, 第 2 作者
（24） Aspirations and Realities of Polycentric Development: Insights from Multi-source Data into the Emerging Urban Form of Shanghai, Environment and Planning B: Urban Analytics and City Science, 2019, 第 2 作者
（25） UK2070 Futures Technical Report, UK2070 Commission, 2019, 第 1 作者
（26） Validation of probability classifiers. 18th Swiss Transport Research Conference, Monte Verita, 2018, 第 4 作者
（27） Network Design, Built and Natural Environments, and Bicycle Commuting: Evidence from British Cities and Towns., Transport Policy., 2018, 第 3 作者
（28） Economic impacts of alternative greenspace configurations in fast growing cities ��� the case of Greater Beijing, Urban Studies, 2018, 第 2 作者
（29） What if Beijing had enforced the 1st or 2nd greenbelt? - Analyses from an economic perspective, Landscape and Urban Planning, 2018, 第 2 作者
（30） Recreating passenger mode choice-sets for transport simulation: A case study of London, UK, Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction, 2018, 第 3 作者
（31） Mapping interdependencies surrounding car ownership and travel choices in Britain through integrating structural equation modelling with latent class analysis, the US Transport Research Board (TRB) for its Annual Meeting, 2017, 第 2 作者
（32） Novel applications of structural equation models for car ownership and travel choice forecasting. Peer reviewed report for the Transport Research Innovation Grant (T-TRIG), Department for Transport, 2017, 第 1 作者
（33） The impact of carbon emission costs on manufacturers' production and location decision, International Journal of Production Economics, 2017, 第 2 作者
（34） Peer Reviewed Report for Scoping Study into Deriving Transport Benefits from Big Data and the Internet of Things in Smart Cities, Department for Transport, London, 2017, 第 6 作者
（35） Pedestrian monitoring techniques for crowd-flow prediction, Journal of Smart Infrastructure and Construction., 2017, 第 6 作者
（36） Environmental Impacts of Transformative Land Use and Transport Developments in the Greater Beijing Region: Insights from a New Dynamic Spatial Equilibrium Model., Transportation Research Part D: Transport and Environment, 2017, 第 1 作者
（37） The study of the effects of built form on pedestrian activities: A GIS-based integrated approach. In Huang, B. (Ed.), Comprehensive Geographic Information Systems, 2017, 第 2 作者
（38） Assessment of model validation outcomes of a new recursive spatial equilibrium model for the Greater Beijing, Environment and Planning B: Urban Analytics and City Science., 2017, 第 2 作者
（39） Design with uncertainty: the role of future options for infrastructure integration, Computer-Aided Civil and Infrastructure Engineering (CACAIE), 2016, 第 2 作者
（40） Assessing the discrepancies between recorded and commonly assumed journey times in London. Proceedings of the International Conference on Smart Infrastructure and Construction, Institute of Civil Engineers, 2016, 第 4 作者
（41） Trendbreaking Influences of Built Form on Travel in UK Cities: Evidence from New Quantifications of Within- and Between-Built-Form Variations, Transportation Research Record: Journal of the Transportation Research Board, 2016, 第 2 作者
（42） he built environment typologies in the UK and their influences on travel behaviour: new evidence through latent categorisation in structural equation modelling, Journal of Transportation and Technology, 2015, 第 2 作者
（43） Adaptive zoning for efficient transport modelling in urban models., 15th International Conference on Computational Science and Its Applications (ICCSA 2015)., 2015, 第 2 作者
（44） Direct and indirect influences on employed adults��� travel in the UK: New insights from the National Travel Survey data 2002���2010, Transportation Research Part A: Policy and Practice, 2015, 第 2 作者
（45） Estimating traffic delays and network speeds from low frequency GPS taxis traces for urban transport modelling, European Journal of Transport and Infrastructure Research, 15 (Smart Cities special issue), 2015, 第 4 作者
（46） Understanding Beijing���s Urban Land Use Development 2004-2013 through online administrative data sources, Recent Developments in Chinese Urban Planning, 2015, 第 2 作者

Traffic in Towns: the Next 50 Years (Continuously updated online compendium), Landor LINKS, 2016-01, 第 1 作者
Proceedings of the International Conference on Smart Infrastructure and Construction, Institute of Civil Engineers, London, 2016-01, 第 3 作者
Cambridgeshire and Peterborough Futures Modelling Final Report. Technical Report accompanying the Cambridgeshire and Peterborough Independent Economic Review (CPIER) Final Report,, Cambridgeshire and Peterborough Combined Authority., 2018-01, 第 1 作者
Identification and mapping of spatial variations in travel choices through combining structural equation modelling and latent class analysis: findings for Great Britain. Transportation, Springer, 2020-01, 第 2 作者
UK2070 Futures - Post-COVID Scenario Modelling, http://uk2070.org.uk/publications/ Series 5 papers., 2021-01, 第 1 作者

   

（ 1 ） Centre of Smart Infrastructure and Construction Lead co-Investigator for city scale modelling and Core Steering Committee Member of Centre of Smart Infrastructure and Construction (Overall PI: Prof Lord Robert Mair; total funding for the Centre, 负责人, 其他, 2011-01--2025-12

（1）Land use and transport model should pay more attention to scenarios of job locations   2023-12-02
（2）Insights from mapping the evolution in the distribution of young adults among mega-city regions.   2023-08-22
（3）A new perspective for creating and designing infrastructure investment in a polarising urban world   2023-06-26
（4）Why urban designers feel so constrained by their project brief, and what can be done to liberate them: future options for cities in the UK   2022-09-26
（5）Urban modelling as a pathfinder for sustainability and resilience in cities   2021-10-30