IOTSC TALK SERIES: Low-cost urban flood monitoring and prediction without drainage network data Application in Macao
Dear Colleagues and Students,
The State Key Laboratory of Internet of Things for Smart City would like to invite you to join our “IOTSC Talk Series” on 31/07/2024 (Wednesday). We are pleased to invite Prof. Ping SHEN from State Key Laboratory of Internet of Things for Smart City as the speaker.
Low-cost urban flood monitoring and prediction without drainage network data: Application in Macao
Speaker: Ping SHEN
Date: 31/07/2024 (Wednesday)
Time: 15:00 – 16:00
Language: English
Venue: N21-5007 (Exhibition Hall)
Abstract:
Urban flooding remains a prevalent disaster globally, necessitating monitoring data and real-time prediction. However, (1) traditional water level sensors are costly and impractical for widespread deployment, and CV-based method is difficult for clear waterlogging condition; (2) Accurate prediction of spatiotemporal flood evolution is often impeded by incomplete or missing drainage data. In this talk two recent work addressing these issues will be delivered. (1) A refraction-based waterlogging depth measurement method is proposed where traffic camera images are the only required data. (2) A hybrid method combining a machine learning module and equivalent drainage module is proposed for fast and accurate flood prediction without using drainage network model.
Speaker’s Bio:
Dr. SHEN Ping is interested in rain-induced geological disasters and flood disaster monitoring techniques, mechanisms and mitigation, especially in combining advanced smart city technologies and practical demand in disaster mitigation.
For enquiries: Tel: 8822 9159
Email: frankielei@um.edu.mo
Best Regards,
State Key Laboratory of Internet of Things for Smart City