教师风采

宫兆亚
职务职称:助理教授,博士生导师
电  话: 0755-26038617
邮  箱:z.gong@pku.edu.cn
个人主页:建设中
  • 研究兴趣

    在方法上,基于地理空间智能和时空大数据分析的空间交互和空间选择问题;在应用上,以增强城市交通流动性,建成环境,和空间经济的韧性和可持续性为目标的计算城市科学。致力于开发适应时空领域的传统智能学习和深度学习方法,融合多源大数据和传统数据,优化改进处理时空大数据的高性能计算技术来解决智慧城市、城市计算与模拟问题,并推动这些前沿创新方法在城市和区域科学,空间规划、环境健康、灾害应急、舆论调查等多学科交叉研究中的应用。

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  • 教育及工作经历

1. 2021至今 北京大学深圳研究生院城市规划与设计学院 助理教授,博士生导师
2. 2016-2021  英国伯明翰大学 讲师 研究员
3. 2008-2015  美国北卡罗来纳大学夏洛特分校 地理与城市区域分析 博士
4. 2006-2008 美国托莱多大学  地理 硕士
5. 2001-2005 北京林业大学  信息管理与系统  学士


  • 主要科研活动

    • 科研项目

  1. 2019/1 - 2019/7, UK ESRC, Impact Acceleration Accounts. Online behaviour in the UK: an individual and contextual analysis. Co-I.

  2. 2018/9 – 2021/8, University of Birmingham, Global Challenges PhD Scholarships. The structure of migrant integration in Europe: overview across time, groups, and geographies. Co-I. (Ongoing)

  3. 2018/9 – 2021/12, UK NERC, DREAM CDT. Building resilient cities in the shrinking paradigm: a UK and China comparison using new sources of big data. PI. (Ongoing)

  4. 2018/5 – 2019/4, University of Birmingham, BRIDGE Seed Fund. UK regions and digital interdependencies. Co-I.

  5. 2017/12 - 2018/2, UK ESRC, Consumer Data Research Centre Innovation Fund. Online behaviour in the UK: an individual and contextual analysis. Co-I.

  6. 2017/9 – 2021/9, UK NERC, DREAM CDT. Real-time integrated modelling of transport-related air pollution in urban street networks: risk assessment and policy evaluation. PI. (Ongoing)

  7. 2017/1 – 2017/5, GIScRG & QMRG grant for contribution to GIS/Statistical open-source software. Development of the ARTMAP-based GeoComputation Toolbox. PI.

 

 

    • 代表性论著

  1. 2020 Zhaoya Gong*; Tengteng Cai; Jean-Claude Thill; Scott Hale; Mark Graham; Measuring relative opinion from location-based social media: A case study of the 2016 U.S. presidential election, PLoS ONE, 2020, 15(5).

  2. 2020 Zhenhua Chen*; Zhaoya Gong*; Shan Yang; Qiwei Ma; Changcheng Kan; Impact of extreme weather events on urban human flow: A perspective from location-based service data, Computers, Environment and Urban Systems, 2020, 83(2020).

  3. 2020 Helen Pearce; Zhaoya Gong*; Xiaoming Cai; William Bloss; Using routing apps to model real-time road traffic emissions, Weather, 2020, 75(11): 341-346.

  4. 2020 Ran Tao; Zhaoya Gong; Qiwei Ma; Jean-Claude Thill*; Boosting computational performance in spatial flow and network data analysis with head/tail breaks, ISPRS International Journal of Geo-Information, 2020, 9(5).

  5. 2020 Qiwei Ma; Zhaoya Gong; Jing Kang; Ran Tao; Anrong Dang*; Measuring functional urban shrinkage with multi-source geospatial big data: A case study of the Beijing-Tianjin-Hebei megaregion, Remote Sensing, 2020, 12(16).

  6. 2019 Zhaoya Gong*; Qiwei Ma; Changcheng Kan; Qianyun Qi; Characterizing street spaces with street view images for a spatial indicator of urban functions, Sustainability, 2019, 11(22).

  7. 2017 Zhaoya Gong*; Wenwu Tang; Jean-Claude Thill; Massively parallel simulations of agent-based spatial interaction: a many-core computing approach with spatial big data, 20th AGILE International Conference on Geographic Information Science, Wageningen, Netherlands, 2017-5-9至2017-5-12.

  8. 2015 Zhaoya Gong*; Jean-Claude Thill; Weiguo Liu; ART-P-MAP neural networks modeling of land-use change: accounting for spatial heterogeneity and uncertainty, Geographical Analysis, 2015, 47(4): 376-409.

  9. 2012 Zhaoya Gong*; Wenwu Tang; David A. Bennett; Jean-Claude Thill; Parallel agent-based simulation of individual-level spatial interactions within a multicore computing environment, International Journal of Geographical Information Science, 2012, 27(6): 1152-1170.

  10. 2012  Zhaoya Gong*; Wenwu Tang; Jean-Claude Thill; Parallelization of ensemble neural networks for spatial land-use modeling, 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, Redondo Beach, California, USA, 2012-11-6至2012-11-6.

     

  • 奖项荣誉

  • 2018 AAG 美国地理学家协会计算地理学最佳博士论文第二名 

  • 2016 RSAI 国际区域科学协会区域科学最佳博士论文第二名