Jiannan Cai
RGC Postdoctoral Fellow
Institute of Space and Earth Information Science
The Chinese University of Hong Kong
Email: jncai@cuhk.edu.hk
Address: Fok Ying Tung Remote Sensing Science Building, The Chinese University of Hong Kong, Shatin, Hong Kong, China
Research Projects
PI
"Spatiotemporal-Context-Aware Machine Learning of Real-Time Noise Exposure for Inferring Personal Psychological Reaction", Hong Kong Research Grants Council Postdoctoral Fellowship, No. PDFS2223-4H01, 2022 – 2025. (Link)
"A Methodology for Discovery of Rare Spatio-Temporal Association Patterns among Police Big Data", Postgraduate Research and Innovation Foundation of Central South University, No. 2017zzts174, 2017 – 2019. (Link)
"Multi-scale Method for Discovery of Spatial Co-location Patterns", Postgraduate Research and Innovation Foundation of Central South University, No. 2016zzts430, 2016 – 2017. (Link)
Coordination and participation
Team Leader, “Vehicle Detection and Vehicle-kilometrage Estimation Based on Remote Sensing Technologies”, Smart Traffic Fund, The Government of Hong Kong SAR, No. PSRI/44/2208/PR, 2023 – 2025. (PI: Prof. Mei-Po Kwan) (Link)
Project Coordinator, “Deploying Geospatial Big Data and Real-time Mobile Sensing to Assess the Health Impacts of Individual Exposure to Green/blue Spaces, Light at Night, Air Pollution, and Noise (GLAN)”, Hong Kong Research Grants Council Collaborative Research Fund, No. C4023-20GF, 2021 – 2024. (PI: Prof. Mei-Po Kwan) (Link)
Team Leader, “Evaluating Individual Exposure to Noise and Air Pollution Using GPS and Mobile Sensors”, Hong Kong Research Grants Council General Research Fund, No. 14605920, 2021 – 2023. (PI: Prof. Mei-Po Kwan) (Link)
Project Coordinator, “A Methodology for Discovery of Geographical Association Patterns in Big Data Era”, State Key Program of National Natural Science Foundation of China, No. 41730105, 2018 – 2022. (PI: Prof. Min Deng)
Project Coordinator, “Pan-Spatial Information System and Intelligent Facility Management”, National Key Research and Development Foundation of China, No. 2016YFB0502303, 2016 – 2021. (PI: Prof. Min Deng)
Team Leader, “Geographical Big Data Mining and Spatio-Temporal Patterns Discovery”, National Key Research and Development Foundation of China, No. 2017YFB0503601, 2017 – 2020. (PI: Prof. Min Deng)
Project Coordinator, “Theory and Methods of Multi-Scale Spatial Clustering in Support of Map Generalization”, General Program of National Natural Science Foundation of China, No. 41471385, 2015 – 2018 (PI: Prof. Min Deng)
Project Coordinator, “Discovery of Spatio-Temporal Association Patterns among Geological Disasters and Extreme Weather Events”, Hunan Natural Science Foundation for Distinguished Young scholars, No. 14JJ1007, 2014 – 2016. (PI: Prof. Min Deng)