A new approach for Quantitative Precipitation Estimation from Radar Reflectivity
Thi-Linh Dinh, Dai-Khanh Phung, Seon-Ho Kim, Deg-Hyo Bae
Tạp chí Q1 về tài nguyên nước, 2025
- Journal article
- Journal quartile Q1
- Indexed in SCI
- Impact factor: 6.300
Member profile
Ph.D. Thi-Linh Dinh
Member
Ph.D. Thi-Linh Dinh
Member
- Affiliation
- Lecturer, Department of Urban Infrastructure Management, Faculty of Geodesy, Cartography and Civil Engineering
- Year of birth:
- 1994
- Email:
- dtlinh@hcmunre.edu.vn
Research directions of the group
Research indicators
Research indicators have not been recorded yet.
Education
Ph.D. in Hydraulic Engineering (Sejong University, South Korea, 2023); B.Eng. in Hydrology (Thuyloi University, Hanoi, 2017).
Fields of expertise
- Hydraulic engineering
- Hydrology
- Deep learning for rainfall-runoff prediction
- Weather radar
Personal research interests
- Hybrid deep learning models for hourly streamflow and water level prediction from radar reflectivity
- Quantitative precipitation estimation from radar reflectivity using deep learning
- Investigation of land subsidence and landslide mechanisms
Selected achievements
- Q1 publications in Water Resources Management (IF 4.7) and a Q1 journal on quantitative precipitation estimation (IF 6.3)
- Contributor to the 2025 land subsidence and landslide investigation project in Lam Ha, Lam Dong
- Contributor to the 1:50,000 geological and mineral mapping project for the Vietnamese delta region
Publication list
2 publications
A novel hybrid model for hourly streamflow and water level prediction from radar reflectivity using deep learning approaches
Thi-Linh Dinh, Dai-Khanh Phung, Hyun-Han Kwon, Deg-Hyo Bae
Water Resources Management, 39, 5929-5948, 2025
- Journal article
- Journal quartile Q1
- Indexed in SCI
- Impact factor: 4.700
Projects
| Project title | Funding body | Period | Role | Status |
|---|---|---|---|---|
| Investigation of land subsidence and landslide causes in Dong Anh hamlet, Dong Thanh commune, Lam Ha district and their impact on the Dong Thanh reservoir | Provincial level | 2025 | Team member | Completed (December 2025) |
| Improving the methodology for 1:50,000 geological and mineral mapping of the Vietnamese delta region | Code TNMT.2024.02.02, ministry and university level | 2024 to 2025 | Team member | Completed (25 December 2025) |
Investigation of land subsidence and landslide causes in Dong Anh hamlet, Dong Thanh commune, Lam Ha district and their impact on the Dong Thanh reservoir
- Funding body:
- Provincial level
- Period:
- 2025
- Role:
- Team member
- Status:
- Completed (December 2025)
Improving the methodology for 1:50,000 geological and mineral mapping of the Vietnamese delta region
- Funding body:
- Code TNMT.2024.02.02, ministry and university level
- Period:
- 2024 to 2025
- Role:
- Team member
- Status:
- Completed (25 December 2025)