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城市感知人工智能技术在环境敏感城市蓝绿色基础设施的应用

疫情和气候挑战都给城市生活带来了精神和身体的压力。利用大数据,如手机数据和社交媒体数据,让我们了解人们如何使用城市绿地或空间如何为人们服务。我们正在为生活在这里的人们规划 "以人为本 "的城市--人民的城市由人民来建造。

科研成果

  1.  Guan C H, Zhou Y (2024) Exploring environmental equity and visitation disparities in peri-urban parks: A mobile phone data-driven analysis in Tokyo[J]. Landscape and Urban Planning (SCI) https://urban.shanghai.nyu.edu/zh-hans
  2. Ren, X., Guan, C.*. (2022) Evaluating geographic and social inequality of urban parks in Shanghai through mobile phone-derived human activities. In special issue - Inequalities of infrastructure in the context of healthy and resilient cities. Urban Forestry & Urban Greening 76, 127709. (SCI & SSCI) https://doi.org/10.1016/j.ufug.2022.127709
  3. Ren, X., Guan, C.*, Wang, D, Yang, J., Keith, M. (2022) Exploring land use functional variance using mobile phone derived human activity data in Shanghai. Environment and Planning B: Urban Analytics and City Science. (SSCI) https://doi.org/10.1177/23998083221103261
  4. You, M., Guan, C.*, Lai, R. (2022) Spatial structure of an urban park system based on fractal theory: A case study of Fuzhou, China. Remote Sensing 14, 2144 (SCIE) https://doi.org/10.3390/rs14092144
  5. Hong, A., Baker, L., Curiel, R., Duminy, J, Buswala, B., Guan, C., Ravindranath, D. (2022) Reconciling big data and thick data to advance the new urban science and smart city governance. Journal of Urban Affairs (SSCI) https://doi.org/10.1080/07352166.2021.2021085
  6. Guan, C., Song, J., Keith, M., Zhang, B., Akiyama Y., Da, L., Shibasaki R., Sato, T. (2021) Seasonal variations of park visitor volume and park service area in Tokyo: A mixed-method approach combining big data and field observations. Urban Forestry & Urban Greening, 58, 126973 (SCIE & SSCI) https://doi.org/10.1016/j.ufug.2020.126973
  7. Tan, J., Guan, C.* (2021) Are people happier in locations of high property value? Spatial temporal analytics of activity frequency, public sentiment and housing price using Twitter data. Applied Geography 132, 102474 (SSCI) https://doi.org/10.1016/j.apgeog.2021.102474
  8. Guan, C.*, Song, J., Keith, M., Akiyama Y., Shibasaki R., Sato, T. (2020) Delineating urban park catchment areas using mobile phone data: A case study of Tokyo. Computers, Environment and Urban Systems, 81, 101474. (SSCI) https://doi.org/10.1016/j.compenvurbsys.2020.101474