Brief Introduction
Tongwen Li, Associate Professor at School of Geospatial Engineering and Science, Sun Yat-Sen University.
He primarily engages in mechanism-data integrated driven atmospheric environmental remote sensing research, specifically manifested in three aspects: (1) systematically proposing the principles and methods of geographically and temporally weighted machine learning models for atmospheric environmental remote sensing, (2) developing atmospheric remote sensing methods that couple physicochemical mechanisms and machine learning, and (3) establishing spatiotemporally seamless reconstruction models for atmospheric parameters through multi-source data fusion.
He has published more than 40 SCI papers in npj CAS, GRL, RSE, ISPRS P&RS, IEEE TGRS, GMD, and other famous journals. All papers were cited for >3900 times, among which 8 papers were cited for >100 times (Google Scholar); 5 papers were selected into ESI highly cited database (one was ESI hot paper).
He was listed in the World's Top 2% Scientists of Stanford University for two consecutive years (2023 and 2024). He was awarded the First Prize of the Geographic Information Science and Technology Progress Award. His paper was selected as one of the "China's Top 100 Most Influential International Academic Papers", and as "Top Downloaded Paper 2018-2019" of Journal of Geophysical Research-Atmospheres.
Employment
2020.09-2024.04, Assistant Professor, Sun Yat-Sen University, Zhuhai, China
2020.04-Present, Associate Professor, Sun Yat-Sen University, Zhuhai, China
Education
2011.09-2015.06, B.S., Wuhan University, Wuhan, China
2015.09-2020.06, Ph.D., Wuhan University, Wuhan, China
Research Interests
Atmosphere remote sensing (PM, O3, CO2, etc.)
Machine learning/Deep learning
Remote sensing information processing and application
Air pollution
Data fusion
Editorial Board
Frontiers in Remote Sensing, Associate Editor
Frontiers in Environmental Science, Guest Editor
Atmosphere, Guest Editor
Journal of Geography and Cartography, Editorial Board
Journal Reviewer
Geophysical Research Letters
Remote Sensing of Environment
Environmental Science & Technology
ISPRS Journal of Photogrammetry and Remote Sensing
IEEE Transactions on Geoscience and Remote Sensing
Earth System Science Data
PNAS Nexus
International Journal of Applied Earth Observations and Geoinformation
Journal of Cleaner Production
Journal of Environmental Management
Science of the Total Environment
International Journal of Digital Earth
Atmospheric Environment
...