孙晔然,中国科学院空天信息创新研究院,研究员,国家级青年人才计划入选者。研究方向为大数据与社会遥感,重点开展时空大数据、社会遥感、城市计算等方面研究。先后主持承担国家级科研课题、国家自然科学基金委员会基金,在国内外学术期刊发表学术论文60篇,参与出版专著3部。
工作经历:
2025.07-至今 中国科学院空天信息创新研究院 研究员
2022.05-2025.07 林肯大学 高级讲师
2020.02-2022.05 斯旺西大学 讲师
2019.03-2020.02 中山大学 副教授
2016.03-2019.01 格拉斯哥大学 博士后
大数据与社会遥感
(1)国家自然科学基金项目 负责人 2025.12—2028.11
(2)国家科技专项 子课题负责人 2025.12—2028.11
(3)中国科学院计划 参与 2026.01—2027.12
(1)学术论文
[1] Sun, Y., Xie, J., Wang, Y., Chan, T.O., & Sun, Z.Y. (2024). Mapping local-scale working population and daytime population densities using points-of-interest and nighttime light satellite imageries. Geo-spatial Information Science, 27(6), 1852–1867.
[2] Sun, Y., Wang, S., Zhang, X., Chan, T.O. & Wu, W. (2021). Estimating local-scale domestic electricity energy consumption using demographic, nighttime light imagery and Twitter data. Energy, 226, 120351.
[3] Sun, Y. & Thakuriah, P. (2021). Public transport availability inequalities and transport poverty risk across England. Environment and Planning B: Urban Analytics and City Science, 48(9), 2775-2789.
[4] Sun, Y., Wang, S., Xie, J., & Hu, X. (2020). Modelling local-scale violent crime rate: a comparison of eigenvector spatial filtering models and conventional spatial regression models. Professional Geographer, 73(2), 312-321.
[5] Sun, Y., Wang, S., & Wang, Y. (2020). Estimating local-scale urban heat island intensity using nighttime light satellite imageries. Sustainable Cities and Society, 57, 102125.
[6] Sun, Y., Hu, X., & Xie, J. (2020). Spatial inequalities of COVID-19 mortality rate in relation to socioeconomic and environmental factors across England. Science of the Total Environment, 758, 143595.
[7] Sun, Y., Moshfeghi, Y. and Liu, Z. (2017). Exploiting crowdsourced geographic information and GIS for assessment of air pollution exposure during active travel. Journal of Transport & Health, 6, 93-104.
[8] Sun, Y., Mburua, L. and Wang, S. (2016). Analysis of community properties and node properties to understand the structure of the bus transport network. Physica A: Statistical Mechanics and its Applications, 450, 523-530.
[9] Sun, Y., Fan, H., Li, M. and Zipf, A. (2016). Identifying the city center using human travel flows generated from location-based social networking data. Environment and Planning B, 43(3), 480-498.
[10] Sun, Y. and Li, M. (2015). Investigation of travel and activity patterns using location-based social network data: a case study of active mobile social media users. ISPRS International Journal of Geo-Information, 4(3), 1512-1529.
[11] Sun, Y., Fan, H., Bakillah, M. and Zipf, A. (2015). Road-based Travel Recommendation Using Geo-tagged Images. Computers, Environment and Urban Systems, 53, 110–122.
(2)专著(参与编写)
[1] Complex Networks and Dynamic Systems: Transportation Analytics in the Era of Big Data. Springer International Publishing: New York City, 2019
[2] Lecture Notes in Geoinformation and Cartography: Connecting a Digital Europe Through Location and Place. Springer International Publishing: Switzerland, 2014
[3] Lecture Notes in Geoinformation and Cartography: Progress in Location-Based Services. Springer: Berlin-Heidelberg, 2013
(1)欧洲地理信息实验室协会(AGILE)差旅奖学金,2014
研究队伍