Education
- M.Sc. in Applied GIS, National University of Singapore, Singapore, Singapore, 2022
- B.S. in Geographic Information Science, South China Normal University, Guangzhou, China, 2020
Research Interests
- Environmental Health (e.g. The impact of environment on individuals’ health)
- Spatial Modeling Analysis (e.g. Spatial-Temporal Scan)
- Mobile Sensing (e.g. Wearable Sensors based research)
- Geospatial Big Data and GeoAI (e.g. City perception with street view segmentation)
Research Highlights ====== * Development of [spectral transformation](https://doi.org/10.1029/2019WR026962) and its [application](https://doi.org/10.1016/j.jhydrol.2021.126816) in hydro-climatology * An [open-source tool](https://cran.r-project.org/web/packages/WASP/index.html) for improved system modelling: [Wavelet System Prediction (WASP)](https://doi.org/10.1016/j.envsoft.2020.104907) * Quantification of future changes in drought and [agricultural production](https://doi.org/10.1007/s00704-018-2617-z) under global warming * [Postprocessing techniques](https://doi.org/10.1029/2021GL092953) for correcting climate model simulations in the [time-frequency domain](https://doi.org/10.1029/2022GL100550) * Development of [index-based drought insurance](https://doi.org/10.1108/AFR-02-2020-0020) for disaster risk transfer
Work experience
- Research Assistant (2022.10-2023.06)
- Geography Department, Faculty of Art and Social Science, NUS, Singapore
- Duties included:
- Geographic data processing and Python-based data handling
- Generating Phylogenetic Tree for type A influenza (H1N1/H3N2), type B influenza (Yamagata/Vitoria), Dengue, etc.
- Virus sequence processing and Phylogeographic Analysis
- Event-study analysis based on trading data
- Supervisors: Prof. Wei Luo
* Nov. 2015 - Feb. 2018: Research Assistant/Engineer * Tropical Marine Science Institute, National University of Singapore, Singapore * Duties included: + Lead the Crop Modelling on Prediction of Rice Yield with DSSAT in Vietnam - Climate Change and Food Security Studies. + Involve in the Development of Index-based Drought Insurance for Sovereign Disaster Risk Transfer, World Bank Project. + Involve in the Study on Impact of Climate Change on Inland and Coastal Flooding in Singapore, Public Utilities Board Project. + Involve in the Effectiveness of ABC Waters Design Features (Sponge Cities) for Runoff Quantity Control in Singapore, Public Utilities Board Project. * Supervisor: Prof. [Shie-Yui Liong](https://scholar.google.com.au/citations?user=PvpaEVUAAAAJ&hl=en) * Mar. 2015 - Sep. 2015: Intern * Ingenieurgesellschaft Prof. Dr. Sieker mbH, Berlin, Germany * Duties included: + Lead the Development of the Time-Area Function Model Based on QGIS Environment for Stormwater Management. + Involve in a Project in Saudi Arabia on Flood Modelling and Mitigation of Hafar Al-Batin City. * Supervisor: Prof. [Frank Molkenthin](https://www.b-tu.de/fg-hydrologie/team/mitarbeiter/apl-prof-frank-molkenthin) and Prof. [Heiko Sieker](https://www.sieker.de/aktuelles/news/heiko-sieker-honorarprofessor-an-der-tu-berlin-143.html?no_cache=1) Publications ======
Talks ======
July 15, 2019
Talk at Beijing, Beijing, China
December 17, 2021
Talk at Online, Singapore, Singapore
Teaching ======
Languages
Mandarin(Native), Cantonese(Native), English(Fluent), Korean(Basic)
Skills & Expertise
- National Computer Rank Examination-Level 2 (Python)
- College Computer Test-Level 2 (Access database)
- Programming Skills: R, C/C++, JavaScript, and Python in both Linux and Windows systems.
- Rich experience in modeling and GIS.
Service and leadership ====== * Contribute to First Order Draft of IPCC 6th Assessment Report (FOD-WGII-AR6) as a group reviewer * Contribute to Second Order Draft of IPCC 6th Assessment Report (SOD-WGI-AR6) as a group reviewer * Topic Coordinator for a [Special Issue of Frontiers in Marine Science](https://www.frontiersin.org/research-topics/46827/toxicological-endpoints-and-bioavailability-of-emerging-contaminants-and-their-impacts-on-marine-nut) * Reviewer Editor: + Frontiers in Water (Sections: Water and Climate; Water and Hydrocomplexity) * Reviewer for Scholarly Journals: + Journal of Hydrology + Frontiers in Water + International Journal of River Basin Management + Water; Sustainability; International Journal of Environmental Research and Public Health Membership ====== * American Geosciences Union (AGU) * Asia Oceania Geosciences Society (AOGS) * International Commission of Statistical Hydrology (ICSH-IAHS) * Modeling and Simulation Society of Australia and New Zealand (MSSANZ)
