Research output per year
Research output per year
Personal profile
Chinese Name
宋俊
Biography
Dr. Song obtained his doctorate degree from Imperial College London in 2021. He is now a Research Assistant Professor in Hong Kong Baptist University. He is an urban scientist who majors in combination of the interdisciplinary research including urban complex system, including IoT sensing, urban computing, transport & environment, and air pollution modeling. Dr. Song was a recipient of the China Youth Entrepreneurship Award (Central Committee of the Communist Youth League and Ministry of Human Resources and Social Security of China) which was the hightist Youth innovation and entrepreneurship award in China.
Research Interests
Air pollution modelling; Mobile air pollution sensing; UAV-based pollution analysis; Transport and Environment; AI for air quality management and public health
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Geography, PhD, Civil & Environmental Engineering, Imperial College London
1 Sept 2017 → 1 Aug 2021
Award Date: 1 Aug 2021
Keywords
- GE Environmental Sciences
- Air Pollution
- Machine Learning
- Q Science (General)
- Air Quality
- Engineering
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Dive into the research topics where Jun SONG is active. Topic labels come from the works of this scholar.
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A novel multi-pollutant space-time learning network for air pollution inference
Song, J. & Stettler, M. E. J., 10 Mar 2022, In: Science of the Total Environment. 811, 152254.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Deep-MAPS: Machine-Learning-Based Mobile Air Pollution Sensing
Song, J., Han, K. & Stettler, M. E. J., 1 May 2021, In: IEEE Internet of Things Journal. 8, 9, p. 7649-7660 12 p.Research output: Contribution to journal › Article › peer-review
12 Citations (Scopus) -
Toward High-Performance Map-Recovery of Air Pollution Using Machine Learning
Song, J., Fan, H., Gao, M., Xu, Y., Ran, M., Liu, X. & Guo, Y-K., 13 Jan 2023, In: ACS ES&T Engineering. 3, 1, p. 73–85 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
ST-Bikes: Predicting Travel-Behaviors of Sharing-Bikes Exploiting Urban Big Data
Chai, J., Song, J., Fan, H., Xu, Y., Zhang, L., Guo, B. & Xu, Y., 18 Aug 2022, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. p. 1-11 11 p.Research output: Contribution to journal › Article › peer-review
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Research on Visible Sensing Recognition Linkage Model & Decision Support System for PM 2.5 Distribution in Road Network: A Case Study of Chengdu Area
Song, J., Chaozhe, J., Han, K., Quan, S. & Fu, L., 8 Jan 2017.Research output: Contribution to conference › Paper › peer-review